{"flows":[{"name":"Gigantic Mayer","description":"Connect the Dots, Craft Language.","data":null,"id":"7197003d-5a86-4b58-85ba-d522ff22695c"},{"name":"Sassy Torvalds","description":"Create, Chain, Communicate.","data":null,"id":"b84c6979-c45f-41c6-8301-576d05d3a0de"},{"name":"Dreamy Goodall","description":"Create, Connect, Converse.","data":null,"id":"74273698-dac0-4d0c-82ec-36ea885d7029"},{"name":"Basic Chat with Prompt and History","description":"A simple chat with a custom prompt template and conversational memory buffer","data":{"nodes":[{"width":384,"height":307,"id":"LLMChain-9r2Cm","type":"genericNode","position":{"x":1278.5370499028772,"y":21.337643405643334},"data":{"type":"LLMChain","node":{"template":{"callbacks":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"callbacks","advanced":false,"info":"","type":"langchain.callbacks.base.BaseCallbackHandler","list":true},"llm":{"required":true,"placeholder":"","show":true,"multiline":false,"password":false,"name":"llm","advanced":false,"info":"","type":"BaseLanguageModel","list":false},"memory":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"memory","advanced":false,"info":"","type":"BaseMemory","list":false},"output_parser":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"output_parser","advanced":false,"info":"","type":"BaseLLMOutputParser","list":false},"prompt":{"required":true,"placeholder":"","show":true,"multiline":false,"password":false,"name":"prompt","advanced":false,"info":"","type":"BasePromptTemplate","list":false},"llm_kwargs":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"llm_kwargs","advanced":false,"info":"","type":"code","list":false},"output_key":{"required":true,"placeholder":"","show":true,"multiline":false,"value":"text","password":false,"name":"output_key","advanced":true,"info":"","type":"str","list":false},"return_final_only":{"required":false,"placeholder":"","show":false,"multiline":false,"value":true,"password":false,"name":"return_final_only","advanced":false,"info":"","type":"bool","list":false},"tags":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"tags","advanced":false,"info":"","type":"str","list":true},"verbose":{"required":false,"placeholder":"","show":true,"multiline":false,"value":false,"password":false,"name":"verbose","advanced":true,"info":"","type":"bool","list":false},"_type":"LLMChain"},"description":"Chain to run queries against LLMs.","base_classes":["Chain","LLMChain","function"],"display_name":"LLMChain","documentation":"https://python.langchain.com/docs/modules/chains/foundational/llm_chain"},"id":"LLMChain-9r2Cm","value":null},"selected":false,"positionAbsolute":{"x":1278.5370499028772,"y":21.337643405643334},"dragging":false},{"width":384,"height":265,"id":"PromptTemplate-Zr1bE","type":"genericNode","position":{"x":172.18064481781585,"y":67.26574510687044},"data":{"type":"PromptTemplate","node":{"template":{"output_parser":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"output_parser","advanced":false,"info":"","type":"BaseOutputParser","list":false},"input_variables":{"required":true,"placeholder":"","show":false,"multiline":false,"password":false,"name":"input_variables","advanced":false,"info":"","type":"str","list":true},"partial_variables":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"partial_variables","advanced":false,"info":"","type":"code","list":false},"template":{"required":true,"placeholder":"","show":true,"multiline":true,"password":false,"name":"template","advanced":false,"info":"","type":"prompt","list":false,"value":"The following is a friendly conversation between a human and an AI. The AI is talkative and provides lots of specific details from its context. If the AI does not know the answer to a question, it truthfully says it does not know.\n\nCurrent conversation:\n\n{history}\nHuman: {text}\nAI:"},"template_format":{"required":false,"placeholder":"","show":false,"multiline":false,"value":"f-string","password":false,"name":"template_format","advanced":false,"info":"","type":"str","list":false},"validate_template":{"required":false,"placeholder":"","show":false,"multiline":false,"value":true,"password":false,"name":"validate_template","advanced":false,"info":"","type":"bool","list":false},"_type":"PromptTemplate"},"description":"Schema to represent a prompt for an LLM.","base_classes":["PromptTemplate","BasePromptTemplate","StringPromptTemplate"],"display_name":"PromptTemplate","documentation":"https://python.langchain.com/docs/modules/model_io/prompts/prompt_templates/"},"id":"PromptTemplate-Zr1bE","value":null},"selected":false,"dragging":false,"positionAbsolute":{"x":172.18064481781585,"y":67.26574510687044}},{"width":384,"height":561,"id":"ConversationBufferMemory-ZkPb0","type":"genericNode","position":{"x":802.1806448178158,"y":43.265745106870426},"data":{"type":"ConversationBufferMemory","node":{"template":{"chat_memory":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"chat_memory","advanced":false,"info":"","type":"BaseChatMessageHistory","list":false},"ai_prefix":{"required":false,"placeholder":"","show":false,"multiline":false,"value":"AI","password":false,"name":"ai_prefix","advanced":false,"info":"","type":"str","list":false},"human_prefix":{"required":false,"placeholder":"","show":false,"multiline":false,"value":"Human","password":false,"name":"human_prefix","advanced":false,"info":"","type":"str","list":false},"input_key":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"","password":false,"name":"input_key","advanced":false,"info":"","type":"str","list":false},"memory_key":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"history","password":false,"name":"memory_key","advanced":false,"info":"","type":"str","list":false},"output_key":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"","password":false,"name":"output_key","advanced":false,"info":"","type":"str","list":false},"return_messages":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"return_messages","advanced":false,"info":"","type":"bool","list":false},"_type":"ConversationBufferMemory"},"description":"Buffer for storing conversation memory.","base_classes":["BaseMemory","BaseChatMemory","ConversationBufferMemory"],"display_name":"ConversationBufferMemory","documentation":"https://python.langchain.com/docs/modules/memory/how_to/buffer"},"id":"ConversationBufferMemory-ZkPb0","value":null},"selected":false,"positionAbsolute":{"x":802.1806448178158,"y":43.265745106870426},"dragging":false},{"width":384,"height":359,"id":"HuggingFaceHub-u00Xu","type":"genericNode","position":{"x":-245.04268378648638,"y":209.35756768672144},"data":{"type":"HuggingFaceHub","node":{"template":{"callbacks":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"callbacks","advanced":false,"info":"","type":"langchain.callbacks.base.BaseCallbackHandler","list":true},"cache":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"cache","advanced":false,"info":"","type":"bool","list":false},"client":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"client","advanced":false,"info":"","type":"Any","list":false},"huggingfacehub_api_token":{"required":false,"placeholder":"","show":true,"multiline":false,"password":true,"name":"huggingfacehub_api_token","display_name":"HuggingFace Hub API Token","advanced":false,"info":"","type":"str","list":false,"value":null},"model_kwargs":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"model_kwargs","advanced":true,"info":"","type":"code","list":false},"repo_id":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"gpt2","password":false,"name":"repo_id","advanced":false,"info":"","type":"str","list":false},"tags":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"tags","advanced":false,"info":"","type":"str","list":true},"task":{"required":true,"placeholder":"","show":true,"multiline":false,"value":"text-generation","password":false,"options":["text-generation","text2text-generation","summarization"],"name":"task","advanced":true,"info":"","type":"str","list":true},"verbose":{"required":false,"placeholder":"","show":false,"multiline":false,"value":false,"password":false,"name":"verbose","advanced":false,"info":"","type":"bool","list":false},"_type":"HuggingFaceHub"},"description":"Wrapper around HuggingFaceHub models.","base_classes":["HuggingFaceHub","LLM","BaseLLM","BaseLanguageModel"],"display_name":"HuggingFaceHub","documentation":"https://python.langchain.com/docs/modules/model_io/models/llms/integrations/huggingface_hub"},"id":"HuggingFaceHub-u00Xu","value":null},"selected":false,"dragging":false,"positionAbsolute":{"x":-245.04268378648638,"y":209.35756768672144}},{"width":384,"height":343,"id":"PyPDFLoader-1bwdo","type":"genericNode","position":{"x":-171.64067636559048,"y":707.7961035065271},"data":{"type":"PyPDFLoader","node":{"template":{"file_path":{"required":true,"placeholder":"","show":true,"multiline":false,"value":"","suffixes":[".pdf"],"fileTypes":["pdf"],"password":false,"name":"file_path","advanced":false,"info":"","type":"file","list":false,"file_path":null},"metadata":{"required":true,"placeholder":"","show":true,"multiline":false,"value":"{}","password":false,"name":"metadata","display_name":"Metadata","advanced":false,"info":"","type":"code","list":false},"_type":"PyPDFLoader"},"description":"Loads a PDF with pypdf and chunks at character level.","base_classes":["BaseLoader","PyPDFLoader","BasePDFLoader"],"display_name":"PyPDFLoader","documentation":"https://python.langchain.com/docs/modules/data_connection/document_loaders/how_to/pdf"},"id":"PyPDFLoader-1bwdo","value":null},"selected":false,"positionAbsolute":{"x":-171.64067636559048,"y":707.7961035065271},"dragging":false},{"width":384,"height":505,"id":"CharacterTextSplitter-E5CW7","type":"genericNode","position":{"x":236.15143485767283,"y":582.2177381298269},"data":{"type":"CharacterTextSplitter","node":{"template":{"documents":{"required":true,"placeholder":"","show":true,"multiline":false,"password":false,"name":"documents","advanced":false,"info":"","type":"BaseLoader","list":false},"chunk_overlap":{"required":true,"placeholder":"","show":true,"multiline":false,"value":200,"password":false,"name":"chunk_overlap","display_name":"Chunk Overlap","advanced":false,"info":"","type":"int","list":false},"chunk_size":{"required":true,"placeholder":"","show":true,"multiline":false,"value":1000,"password":false,"name":"chunk_size","display_name":"Chunk Size","advanced":false,"info":"","type":"int","list":false},"separator":{"required":true,"placeholder":"","show":true,"multiline":false,"value":".","password":false,"name":"separator","display_name":"Separator","advanced":false,"info":"","type":"str","list":false},"_type":"CharacterTextSplitter"},"description":"Implementation of splitting text that looks at characters.","base_classes":["CharacterTextSplitter","BaseDocumentTransformer","TextSplitter"],"display_name":"CharacterTextSplitter","documentation":"https://python.langchain.com/docs/modules/data_connection/document_transformers/text_splitters/character_text_splitter"},"id":"CharacterTextSplitter-E5CW7","value":null},"selected":false,"positionAbsolute":{"x":236.15143485767283,"y":582.2177381298269},"dragging":false},{"width":384,"height":515,"id":"Chroma-3UvPn","type":"genericNode","position":{"x":869.4444817573764,"y":780.7125737252563},"data":{"type":"Chroma","node":{"template":{"client":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"client","advanced":false,"info":"","type":"chromadb.Client","list":false},"client_settings":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"client_settings","advanced":false,"info":"","type":"chromadb.config.Setting","list":true},"documents":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"documents","display_name":"Documents","advanced":false,"info":"","type":"TextSplitter","list":true},"embedding":{"required":true,"placeholder":"","show":true,"multiline":false,"password":false,"name":"embedding","display_name":"Embedding","advanced":false,"info":"","type":"Embeddings","list":false},"collection_name":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"langchain","password":false,"name":"collection_name","advanced":false,"info":"","type":"str","list":false},"ids":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"ids","advanced":false,"info":"","type":"str","list":true},"metadatas":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"metadatas","advanced":false,"info":"","type":"code","list":true},"persist":{"required":false,"placeholder":"","show":true,"multiline":false,"value":true,"password":false,"name":"persist","display_name":"Persist","advanced":false,"info":"","type":"bool","list":false},"persist_directory":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"persist_directory","advanced":false,"info":"","type":"str","list":false},"search_kwargs":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"{}","password":false,"name":"search_kwargs","advanced":true,"info":"","type":"code","list":false},"_type":"Chroma"},"description":"Create a Chroma vectorstore from a raw documents.","base_classes":["VectorStore","Chroma","BaseRetriever","VectorStoreRetriever"],"display_name":"Chroma","documentation":"https://python.langchain.com/docs/modules/data_connection/vectorstores/integrations/chroma"},"id":"Chroma-3UvPn","value":null},"selected":false,"dragging":false,"positionAbsolute":{"x":869.4444817573764,"y":780.7125737252563}},{"width":384,"height":207,"id":"HuggingFaceEmbeddings-lORSE","type":"genericNode","position":{"x":1216.4728677983649,"y":571.4152980974226},"data":{"type":"HuggingFaceEmbeddings","node":{"template":{"cache_folder":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"cache_folder","advanced":true,"info":"","type":"str","list":false},"client":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"client","advanced":true,"info":"","type":"Any","list":false},"encode_kwargs":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"encode_kwargs","advanced":true,"info":"","type":"code","list":false},"model_kwargs":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"model_kwargs","advanced":true,"info":"","type":"code","list":false},"model_name":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"sentence-transformers/all-mpnet-base-v2","password":false,"name":"model_name","advanced":true,"info":"","type":"str","list":false},"_type":"HuggingFaceEmbeddings"},"description":"Wrapper around sentence_transformers embedding models.","base_classes":["HuggingFaceEmbeddings","Embeddings"],"display_name":"HuggingFaceEmbeddings","documentation":"https://python.langchain.com/docs/modules/data_connection/text_embedding/integrations/sentence_transformers"},"id":"HuggingFaceEmbeddings-lORSE","value":null},"selected":false,"positionAbsolute":{"x":1216.4728677983649,"y":571.4152980974226},"dragging":false},{"width":384,"height":399,"id":"VectorStoreInfo-Y4Lr7","type":"genericNode","position":{"x":1347.16570485754,"y":949.487701963818},"data":{"type":"VectorStoreInfo","node":{"template":{"vectorstore":{"required":true,"placeholder":"","show":true,"multiline":false,"password":false,"name":"vectorstore","advanced":false,"info":"","type":"VectorStore","list":false},"description":{"required":true,"placeholder":"","show":true,"multiline":true,"password":false,"name":"description","advanced":false,"info":"","type":"str","list":false},"name":{"required":true,"placeholder":"","show":true,"multiline":false,"password":false,"name":"name","advanced":false,"info":"","type":"str","list":false},"_type":"VectorStoreInfo"},"description":"Information about a vectorstore.","base_classes":["VectorStoreInfo"],"display_name":"VectorStoreInfo","documentation":""},"id":"VectorStoreInfo-Y4Lr7","value":null},"selected":false,"positionAbsolute":{"x":1347.16570485754,"y":949.487701963818},"dragging":false},{"width":384,"height":267,"id":"VectorStoreAgent-yFBHM","type":"genericNode","position":{"x":1716.344359619483,"y":680.6997340231052},"data":{"type":"VectorStoreAgent","node":{"template":{"llm":{"required":true,"placeholder":"","show":true,"multiline":false,"password":false,"name":"llm","display_name":"LLM","advanced":false,"info":"","type":"BaseLanguageModel","list":false},"vectorstoreinfo":{"required":true,"placeholder":"","show":true,"multiline":false,"password":false,"name":"vectorstoreinfo","display_name":"Vector Store Info","advanced":false,"info":"","type":"VectorStoreInfo","list":false},"_type":"vectorstore_agent"},"description":"Construct an agent from a Vector Store.","base_classes":["AgentExecutor"],"display_name":"VectorStoreAgent","documentation":""},"id":"VectorStoreAgent-yFBHM","value":null},"selected":false,"positionAbsolute":{"x":1716.344359619483,"y":680.6997340231052}}],"edges":[{"source":"PromptTemplate-Zr1bE","sourceHandle":"PromptTemplate|PromptTemplate-Zr1bE|PromptTemplate|BasePromptTemplate|StringPromptTemplate","target":"LLMChain-9r2Cm","targetHandle":"BasePromptTemplate|prompt|LLMChain-9r2Cm","className":"","id":"reactflow__edge-PromptTemplate-Zr1bEPromptTemplate|PromptTemplate-Zr1bE|PromptTemplate|BasePromptTemplate|StringPromptTemplate-LLMChain-9r2CmBasePromptTemplate|prompt|LLMChain-9r2Cm","style":{"stroke":"#555555"},"animated":false,"selected":false},{"source":"ConversationBufferMemory-ZkPb0","sourceHandle":"ConversationBufferMemory|ConversationBufferMemory-ZkPb0|BaseMemory|BaseChatMemory|ConversationBufferMemory","target":"LLMChain-9r2Cm","targetHandle":"BaseMemory|memory|LLMChain-9r2Cm","className":"","id":"reactflow__edge-ConversationBufferMemory-ZkPb0ConversationBufferMemory|ConversationBufferMemory-ZkPb0|BaseMemory|BaseChatMemory|ConversationBufferMemory-LLMChain-9r2CmBaseMemory|memory|LLMChain-9r2Cm","style":{"stroke":"#555555"},"animated":false,"selected":false},{"source":"HuggingFaceHub-u00Xu","sourceHandle":"HuggingFaceHub|HuggingFaceHub-u00Xu|HuggingFaceHub|LLM|BaseLLM|BaseLanguageModel","target":"LLMChain-9r2Cm","targetHandle":"BaseLanguageModel|llm|LLMChain-9r2Cm","style":{"stroke":"inherit"},"className":"stroke-gray-900 dark:stroke-gray-200","animated":false,"id":"reactflow__edge-HuggingFaceHub-u00XuHuggingFaceHub|HuggingFaceHub-u00Xu|HuggingFaceHub|LLM|BaseLLM|BaseLanguageModel-LLMChain-9r2CmBaseLanguageModel|llm|LLMChain-9r2Cm","selected":false},{"source":"PyPDFLoader-1bwdo","sourceHandle":"PyPDFLoader|PyPDFLoader-1bwdo|BaseLoader|PyPDFLoader|BasePDFLoader","target":"CharacterTextSplitter-E5CW7","targetHandle":"BaseLoader|documents|CharacterTextSplitter-E5CW7","style":{"stroke":"inherit"},"className":"stroke-gray-900 dark:stroke-gray-200","animated":false,"id":"reactflow__edge-PyPDFLoader-1bwdoPyPDFLoader|PyPDFLoader-1bwdo|BaseLoader|PyPDFLoader|BasePDFLoader-CharacterTextSplitter-E5CW7BaseLoader|documents|CharacterTextSplitter-E5CW7","selected":false},{"source":"CharacterTextSplitter-E5CW7","sourceHandle":"CharacterTextSplitter|CharacterTextSplitter-E5CW7|CharacterTextSplitter|BaseDocumentTransformer|TextSplitter","target":"Chroma-3UvPn","targetHandle":"TextSplitter|documents|Chroma-3UvPn","style":{"stroke":"inherit"},"className":"stroke-gray-900 dark:stroke-gray-200","animated":false,"id":"reactflow__edge-CharacterTextSplitter-E5CW7CharacterTextSplitter|CharacterTextSplitter-E5CW7|CharacterTextSplitter|BaseDocumentTransformer|TextSplitter-Chroma-3UvPnTextSplitter|documents|Chroma-3UvPn","selected":false},{"source":"HuggingFaceEmbeddings-lORSE","sourceHandle":"HuggingFaceEmbeddings|HuggingFaceEmbeddings-lORSE|HuggingFaceEmbeddings|Embeddings","target":"Chroma-3UvPn","targetHandle":"Embeddings|embedding|Chroma-3UvPn","style":{"stroke":"inherit"},"className":"stroke-gray-900 dark:stroke-gray-200","animated":false,"id":"reactflow__edge-HuggingFaceEmbeddings-lORSEHuggingFaceEmbeddings|HuggingFaceEmbeddings-lORSE|HuggingFaceEmbeddings|Embeddings-Chroma-3UvPnEmbeddings|embedding|Chroma-3UvPn","selected":false},{"source":"Chroma-3UvPn","sourceHandle":"Chroma|Chroma-3UvPn|VectorStore|Chroma|BaseRetriever|VectorStoreRetriever","target":"VectorStoreInfo-Y4Lr7","targetHandle":"VectorStore|vectorstore|VectorStoreInfo-Y4Lr7","style":{"stroke":"inherit"},"className":"stroke-gray-900 dark:stroke-gray-200","animated":false,"id":"reactflow__edge-Chroma-3UvPnChroma|Chroma-3UvPn|VectorStore|Chroma|BaseRetriever|VectorStoreRetriever-VectorStoreInfo-Y4Lr7VectorStore|vectorstore|VectorStoreInfo-Y4Lr7","selected":false},{"source":"VectorStoreInfo-Y4Lr7","sourceHandle":"VectorStoreInfo|VectorStoreInfo-Y4Lr7|VectorStoreInfo","target":"VectorStoreAgent-yFBHM","targetHandle":"VectorStoreInfo|vectorstoreinfo|VectorStoreAgent-yFBHM","style":{"stroke":"inherit"},"className":"stroke-gray-900 dark:stroke-gray-200","animated":false,"id":"reactflow__edge-VectorStoreInfo-Y4Lr7VectorStoreInfo|VectorStoreInfo-Y4Lr7|VectorStoreInfo-VectorStoreAgent-yFBHMVectorStoreInfo|vectorstoreinfo|VectorStoreAgent-yFBHM","selected":false},{"source":"HuggingFaceHub-u00Xu","sourceHandle":"HuggingFaceHub|HuggingFaceHub-u00Xu|HuggingFaceHub|LLM|BaseLLM|BaseLanguageModel","target":"VectorStoreAgent-yFBHM","targetHandle":"BaseLanguageModel|llm|VectorStoreAgent-yFBHM","style":{"stroke":"inherit"},"className":"stroke-gray-900 dark:stroke-gray-200","animated":false,"id":"reactflow__edge-HuggingFaceHub-u00XuHuggingFaceHub|HuggingFaceHub-u00Xu|HuggingFaceHub|LLM|BaseLLM|BaseLanguageModel-VectorStoreAgent-yFBHMBaseLanguageModel|llm|VectorStoreAgent-yFBHM"}],"viewport":{"x":298.00774707416144,"y":92.01482878593993,"zoom":0.6175871683237512}},"id":"bd6307d0-e8e2-4405-8351-45daa7f3f688"},{"name":"Goofy Lumiere","description":"Mapping Meaningful Conversations.","data":null,"id":"6456d90e-cd6e-4f3d-8834-553c5803f743"},{"name":"Focused Meninsky","description":"Generate, Innovate, Communicate.","data":null,"id":"ba737a76-5fb0-4992-ac66-c15c9e05eda4"},{"name":"Giggly Meninsky","description":"Unlock the Power of AI in Your Business Conversations.","data":null,"id":"8e79d811-9de6-41b2-b3e3-48c99d47b61b"},{"name":"Kickass Albattani","description":"Building Linguistic Labyrinths.","data":null,"id":"443916e4-cf22-446d-a8c1-adb4ce6863ad"},{"name":"Hopeful Chandrasekhar","description":"Flow into the Future of Language.","data":null,"id":"d0809d0a-efa8-44b5-beea-61e0583953cf"},{"name":"Prova","description":"Create Powerful Connections, Boost Business Value.","data":{"nodes":[{"width":384,"height":265,"id":"PromptTemplate-5DpvB","type":"genericNode","position":{"x":1043.7113641693406,"y":617.0908682216588},"data":{"type":"PromptTemplate","node":{"template":{"output_parser":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"output_parser","advanced":false,"info":"","type":"BaseOutputParser","list":false},"input_variables":{"required":true,"placeholder":"","show":false,"multiline":false,"password":false,"name":"input_variables","advanced":false,"info":"","type":"str","list":true},"partial_variables":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"partial_variables","advanced":false,"info":"","type":"code","list":false},"template":{"required":true,"placeholder":"","show":true,"multiline":true,"password":false,"name":"template","advanced":false,"info":"","type":"prompt","list":false,"value":"Prova {text}"},"template_format":{"required":false,"placeholder":"","show":false,"multiline":false,"value":"f-string","password":false,"name":"template_format","advanced":false,"info":"","type":"str","list":false},"validate_template":{"required":false,"placeholder":"","show":false,"multiline":false,"value":true,"password":false,"name":"validate_template","advanced":false,"info":"","type":"bool","list":false},"_type":"PromptTemplate"},"description":"Schema to represent a prompt for an LLM.","base_classes":["PromptTemplate","BasePromptTemplate","StringPromptTemplate"],"display_name":"PromptTemplate","documentation":"https://python.langchain.com/docs/modules/model_io/prompts/prompt_templates/"},"id":"PromptTemplate-5DpvB","value":null},"selected":false,"dragging":false,"positionAbsolute":{"x":1043.7113641693406,"y":617.0908682216588}},{"width":384,"height":265,"id":"PromptTemplate-Dpxtv","type":"genericNode","position":{"x":662.385994648087,"y":256.12746120595375},"data":{"type":"PromptTemplate","node":{"template":{"output_parser":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"output_parser","advanced":false,"info":"","type":"BaseOutputParser","list":false},"input_variables":{"required":true,"placeholder":"","show":false,"multiline":false,"password":false,"name":"input_variables","advanced":false,"info":"","type":"str","list":true},"partial_variables":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"partial_variables","advanced":false,"info":"","type":"code","list":false},"template":{"required":true,"placeholder":"","show":true,"multiline":true,"password":false,"name":"template","advanced":false,"info":"","type":"prompt","list":false,"value":"Prova {text}"},"template_format":{"required":false,"placeholder":"","show":false,"multiline":false,"value":"f-string","password":false,"name":"template_format","advanced":false,"info":"","type":"str","list":false},"validate_template":{"required":false,"placeholder":"","show":false,"multiline":false,"value":true,"password":false,"name":"validate_template","advanced":false,"info":"","type":"bool","list":false},"_type":"PromptTemplate"},"description":"Schema to represent a prompt for an LLM.","base_classes":["PromptTemplate","BasePromptTemplate","StringPromptTemplate"],"display_name":"PromptTemplate","documentation":"https://python.langchain.com/docs/modules/model_io/prompts/prompt_templates/"},"id":"PromptTemplate-Dpxtv","value":null},"selected":false,"dragging":false,"positionAbsolute":{"x":662.385994648087,"y":256.12746120595375}}],"edges":[],"viewport":{"x":-530.8270309798696,"y":-20.45869407297812,"zoom":0.8705505632961247}},"id":"a92dc088-8cff-4d46-b771-317795f8a848"},{"name":"Basic Chat with Prompt and History","description":"A simple chat with a custom prompt template and conversational memory buffer","data":{"nodes":[{"width":384,"height":306,"id":"LLMChain-lI5PF","type":"genericNode","position":{"x":1250.1806448178158,"y":588.4657451068704},"data":{"type":"LLMChain","node":{"template":{"callbacks":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"callbacks","advanced":false,"info":"","type":"langchain.callbacks.base.BaseCallbackHandler","list":true},"llm":{"required":true,"placeholder":"","show":true,"multiline":false,"password":false,"name":"llm","advanced":false,"info":"","type":"BaseLanguageModel","list":false},"memory":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"memory","advanced":false,"info":"","type":"BaseMemory","list":false},"output_parser":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"output_parser","advanced":false,"info":"","type":"BaseLLMOutputParser","list":false},"prompt":{"required":true,"placeholder":"","show":true,"multiline":false,"password":false,"name":"prompt","advanced":false,"info":"","type":"BasePromptTemplate","list":false},"llm_kwargs":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"llm_kwargs","advanced":false,"info":"","type":"code","list":false},"output_key":{"required":true,"placeholder":"","show":true,"multiline":false,"value":"text","password":false,"name":"output_key","advanced":true,"info":"","type":"str","list":false},"return_final_only":{"required":false,"placeholder":"","show":false,"multiline":false,"value":true,"password":false,"name":"return_final_only","advanced":false,"info":"","type":"bool","list":false},"tags":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"tags","advanced":false,"info":"","type":"str","list":true},"verbose":{"required":false,"placeholder":"","show":true,"multiline":false,"value":false,"password":false,"name":"verbose","advanced":true,"info":"","type":"bool","list":false},"_type":"LLMChain"},"description":"Chain to run queries against LLMs.","base_classes":["Chain","LLMChain","function"],"display_name":"LLMChain","documentation":"https://python.langchain.com/docs/modules/chains/foundational/llm_chain"},"id":"LLMChain-lI5PF","value":null},"selected":false,"positionAbsolute":{"x":1250.1806448178158,"y":588.4657451068704},"dragging":false},{"width":384,"height":264,"id":"PromptTemplate-Sq4tt","type":"genericNode","position":{"x":110.06997881088773,"y":22.40804187964457},"data":{"type":"PromptTemplate","node":{"template":{"output_parser":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"output_parser","advanced":false,"info":"","type":"BaseOutputParser","list":false},"input_variables":{"required":true,"placeholder":"","show":false,"multiline":false,"password":false,"name":"input_variables","advanced":false,"info":"","type":"str","list":true},"partial_variables":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"partial_variables","advanced":false,"info":"","type":"code","list":false},"template":{"required":true,"placeholder":"","show":true,"multiline":true,"password":false,"name":"template","advanced":false,"info":"","type":"prompt","list":false,"value":"The following is a friendly conversation between a human and an AI. The AI is talkative and provides lots of specific details from its context. If the AI does not know the answer to a question, it truthfully says it does not know.\n\nCurrent conversation:\n\n{history}\nHuman: {text}\nAI:"},"template_format":{"required":false,"placeholder":"","show":false,"multiline":false,"value":"f-string","password":false,"name":"template_format","advanced":false,"info":"","type":"str","list":false},"validate_template":{"required":false,"placeholder":"","show":false,"multiline":false,"value":true,"password":false,"name":"validate_template","advanced":false,"info":"","type":"bool","list":false},"_type":"PromptTemplate"},"description":"Schema to represent a prompt for an LLM.","base_classes":["PromptTemplate","BasePromptTemplate","StringPromptTemplate"],"display_name":"PromptTemplate","documentation":"https://python.langchain.com/docs/modules/model_io/prompts/prompt_templates/"},"id":"PromptTemplate-Sq4tt","value":null},"selected":true,"dragging":false,"positionAbsolute":{"x":110.06997881088773,"y":22.40804187964457}},{"width":384,"height":559,"id":"ConversationBufferMemory-4WAnD","type":"genericNode","position":{"x":802.1806448178158,"y":43.265745106870426},"data":{"type":"ConversationBufferMemory","node":{"template":{"chat_memory":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"chat_memory","advanced":false,"info":"","type":"BaseChatMessageHistory","list":false},"ai_prefix":{"required":false,"placeholder":"","show":false,"multiline":false,"value":"AI","password":false,"name":"ai_prefix","advanced":false,"info":"","type":"str","list":false},"human_prefix":{"required":false,"placeholder":"","show":false,"multiline":false,"value":"Human","password":false,"name":"human_prefix","advanced":false,"info":"","type":"str","list":false},"input_key":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"","password":false,"name":"input_key","advanced":false,"info":"","type":"str","list":false},"memory_key":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"history","password":false,"name":"memory_key","advanced":false,"info":"","type":"str","list":false},"output_key":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"","password":false,"name":"output_key","advanced":false,"info":"","type":"str","list":false},"return_messages":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"return_messages","advanced":false,"info":"","type":"bool","list":false},"_type":"ConversationBufferMemory"},"description":"Buffer for storing conversation memory.","base_classes":["BaseMemory","BaseChatMemory","ConversationBufferMemory"],"display_name":"ConversationBufferMemory","documentation":"https://python.langchain.com/docs/modules/memory/how_to/buffer"},"id":"ConversationBufferMemory-4WAnD","value":null},"selected":false,"positionAbsolute":{"x":802.1806448178158,"y":43.265745106870426},"dragging":false},{"width":384,"height":443,"id":"CTransformers-BBNK7","type":"genericNode","position":{"x":198.23295868455733,"y":445.03540905434124},"data":{"type":"CTransformers","node":{"template":{"callbacks":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"callbacks","advanced":false,"info":"","type":"langchain.callbacks.base.BaseCallbackHandler","list":true},"cache":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"cache","advanced":false,"info":"","type":"bool","list":false},"client":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"client","advanced":false,"info":"","type":"Any","list":false},"config":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"{\n \"top_k\": 40,\n \"top_p\": 0.95,\n \"temperature\": 0.8,\n \"repetition_penalty\": 1.1,\n \"last_n_tokens\": 64,\n \"seed\": -1,\n \"max_new_tokens\": 256,\n \"stop\": null,\n \"stream\": false,\n \"reset\": true,\n \"batch_size\": 8,\n \"threads\": -1,\n \"context_length\": -1,\n \"gpu_layers\": 0\n}","password":false,"name":"config","advanced":true,"info":"","type":"code","list":false},"lib":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"lib","advanced":false,"info":"","type":"str","list":false},"model":{"required":true,"placeholder":"","show":true,"multiline":false,"password":false,"name":"model","advanced":false,"info":"","type":"str","list":false,"value":"marella/gpt-2-ggml"},"model_file":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"model_file","advanced":false,"info":"","type":"str","list":false},"model_type":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"model_type","advanced":false,"info":"","type":"str","list":false},"tags":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"tags","advanced":false,"info":"","type":"str","list":true},"verbose":{"required":false,"placeholder":"","show":false,"multiline":false,"value":false,"password":false,"name":"verbose","advanced":false,"info":"","type":"bool","list":false},"_type":"CTransformers"},"description":"Wrapper around the C Transformers LLM interface.","base_classes":["LLM","BaseLLM","BaseLanguageModel","CTransformers"],"display_name":"CTransformers","documentation":"https://python.langchain.com/docs/modules/model_io/models/llms/integrations/ctransformers"},"id":"CTransformers-BBNK7","value":null},"selected":false,"dragging":false,"positionAbsolute":{"x":198.23295868455733,"y":445.03540905434124}}],"edges":[{"source":"PromptTemplate-Sq4tt","sourceHandle":"PromptTemplate|PromptTemplate-Sq4tt|PromptTemplate|BasePromptTemplate|StringPromptTemplate","target":"LLMChain-lI5PF","targetHandle":"BasePromptTemplate|prompt|LLMChain-lI5PF","className":"","id":"reactflow__edge-PromptTemplate-Sq4ttPromptTemplate|PromptTemplate-Sq4tt|PromptTemplate|BasePromptTemplate|StringPromptTemplate-LLMChain-lI5PFBasePromptTemplate|prompt|LLMChain-lI5PF","style":{"stroke":"#555555"},"animated":false,"selected":false},{"source":"ConversationBufferMemory-4WAnD","sourceHandle":"ConversationBufferMemory|ConversationBufferMemory-4WAnD|BaseMemory|BaseChatMemory|ConversationBufferMemory","target":"LLMChain-lI5PF","targetHandle":"BaseMemory|memory|LLMChain-lI5PF","className":"","id":"reactflow__edge-ConversationBufferMemory-4WAnDConversationBufferMemory|ConversationBufferMemory-4WAnD|BaseMemory|BaseChatMemory|ConversationBufferMemory-LLMChain-lI5PFBaseMemory|memory|LLMChain-lI5PF","style":{"stroke":"#555555"},"animated":false,"selected":false},{"source":"CTransformers-BBNK7","sourceHandle":"CTransformers|CTransformers-BBNK7|LLM|BaseLLM|BaseLanguageModel|CTransformers","target":"LLMChain-lI5PF","targetHandle":"BaseLanguageModel|llm|LLMChain-lI5PF","style":{"stroke":"#555555"},"className":"","animated":false,"id":"reactflow__edge-CTransformers-BBNK7CTransformers|CTransformers-BBNK7|LLM|BaseLLM|BaseLanguageModel|CTransformers-LLMChain-lI5PFBaseLanguageModel|llm|LLMChain-lI5PF","selected":false}],"viewport":{"x":72.13593590710161,"y":14.383788559503785,"zoom":0.6786456671709211}},"id":"7748276b-b136-4044-9336-65059dcdf8b0"},{"name":"Vector Store","description":"An agent that can query a Vector Store.","data":{"nodes":[{"width":384,"height":267,"id":"VectorStoreAgent-AF3yx","type":"genericNode","position":{"x":2115.5183674856203,"y":-1277.6284872455249},"data":{"type":"VectorStoreAgent","node":{"template":{"llm":{"required":true,"placeholder":"","show":true,"multiline":false,"password":false,"name":"llm","display_name":"LLM","advanced":false,"info":"","type":"BaseLanguageModel","list":false},"vectorstoreinfo":{"required":true,"placeholder":"","show":true,"multiline":false,"password":false,"name":"vectorstoreinfo","display_name":"Vector Store Info","advanced":false,"info":"","type":"VectorStoreInfo","list":false},"_type":"vectorstore_agent"},"description":"Construct an agent from a Vector Store.","base_classes":["AgentExecutor"],"display_name":"VectorStoreAgent","documentation":""},"id":"VectorStoreAgent-AF3yx","value":null},"selected":false,"positionAbsolute":{"x":2115.5183674856203,"y":-1277.6284872455249},"dragging":false},{"width":384,"height":597,"id":"OpenAI-fo7yU","type":"genericNode","position":{"x":1542.2354862784034,"y":-821.3862458563868},"data":{"type":"OpenAI","node":{"template":{"allowed_special":{"required":false,"placeholder":"","show":false,"multiline":false,"value":[],"password":false,"name":"allowed_special","advanced":false,"info":"","type":"Literal'all'","list":true},"callbacks":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"callbacks","advanced":false,"info":"","type":"langchain.callbacks.base.BaseCallbackHandler","list":true},"disallowed_special":{"required":false,"placeholder":"","show":false,"multiline":false,"value":"all","password":false,"name":"disallowed_special","advanced":false,"info":"","type":"Literal'all'","list":false},"batch_size":{"required":false,"placeholder":"","show":false,"multiline":false,"value":20,"password":false,"name":"batch_size","advanced":false,"info":"","type":"int","list":false},"best_of":{"required":false,"placeholder":"","show":false,"multiline":false,"value":1,"password":false,"name":"best_of","advanced":false,"info":"","type":"int","list":false},"cache":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"cache","advanced":false,"info":"","type":"bool","list":false},"client":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"client","advanced":false,"info":"","type":"Any","list":false},"frequency_penalty":{"required":false,"placeholder":"","show":false,"multiline":false,"value":0,"password":false,"name":"frequency_penalty","advanced":false,"info":"","type":"float","list":false},"logit_bias":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"logit_bias","advanced":false,"info":"","type":"code","list":false},"max_retries":{"required":false,"placeholder":"","show":false,"multiline":false,"value":6,"password":false,"name":"max_retries","advanced":false,"info":"","type":"int","list":false},"max_tokens":{"required":false,"placeholder":"","show":true,"multiline":false,"value":256,"password":true,"name":"max_tokens","advanced":false,"info":"","type":"int","list":false},"model_kwargs":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"model_kwargs","advanced":true,"info":"","type":"code","list":false},"model_name":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"text-davinci-003","password":false,"options":["text-davinci-003","text-davinci-002","text-curie-001","text-babbage-001","text-ada-001"],"name":"model_name","advanced":false,"info":"","type":"str","list":true},"n":{"required":false,"placeholder":"","show":false,"multiline":false,"value":1,"password":false,"name":"n","advanced":false,"info":"","type":"int","list":false},"openai_api_base":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"openai_api_base","display_name":"OpenAI API Base","advanced":false,"info":"\nThe base URL of the OpenAI API. Defaults to https://api.openai.com/v1.\n\nYou can change this to use other APIs like JinaChat, LocalAI and Prem.\n","type":"str","list":false},"openai_api_key":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"","password":true,"name":"openai_api_key","display_name":"OpenAI API Key","advanced":false,"info":"","type":"str","list":false},"openai_organization":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"openai_organization","display_name":"OpenAI Organization","advanced":false,"info":"","type":"str","list":false},"openai_proxy":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"openai_proxy","display_name":"OpenAI Proxy","advanced":false,"info":"","type":"str","list":false},"presence_penalty":{"required":false,"placeholder":"","show":false,"multiline":false,"value":0,"password":false,"name":"presence_penalty","advanced":false,"info":"","type":"float","list":false},"request_timeout":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"request_timeout","advanced":false,"info":"","type":"float","list":false},"streaming":{"required":false,"placeholder":"","show":false,"multiline":false,"value":false,"password":false,"name":"streaming","advanced":false,"info":"","type":"bool","list":false},"tags":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"tags","advanced":false,"info":"","type":"str","list":true},"temperature":{"required":false,"placeholder":"","show":true,"multiline":false,"value":0.7,"password":false,"name":"temperature","advanced":false,"info":"","type":"float","list":false},"tiktoken_model_name":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"tiktoken_model_name","advanced":false,"info":"","type":"str","list":false},"top_p":{"required":false,"placeholder":"","show":false,"multiline":false,"value":1,"password":false,"name":"top_p","advanced":false,"info":"","type":"float","list":false},"verbose":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"verbose","advanced":false,"info":"","type":"bool","list":false},"_type":"OpenAI"},"description":"Wrapper around OpenAI large language models.","base_classes":["BaseLLM","BaseOpenAI","BaseLanguageModel","OpenAI"],"display_name":"OpenAI","documentation":"https://python.langchain.com/docs/modules/model_io/models/llms/integrations/openai"},"id":"OpenAI-fo7yU","value":null},"selected":false,"positionAbsolute":{"x":1542.2354862784034,"y":-821.3862458563868},"dragging":false},{"width":384,"height":399,"id":"VectorStoreInfo-PH0ng","type":"genericNode","position":{"x":1553.2875394928135,"y":-1319.2113273706286},"data":{"type":"VectorStoreInfo","node":{"template":{"vectorstore":{"required":true,"placeholder":"","show":true,"multiline":false,"password":false,"name":"vectorstore","advanced":false,"info":"","type":"VectorStore","list":false},"description":{"required":true,"placeholder":"","show":true,"multiline":true,"password":false,"name":"description","advanced":false,"info":"","type":"str","list":false},"name":{"required":true,"placeholder":"","show":true,"multiline":false,"password":false,"name":"name","advanced":false,"info":"","type":"str","list":false},"_type":"VectorStoreInfo"},"description":"Information about a vectorstore.","base_classes":["VectorStoreInfo"],"display_name":"VectorStoreInfo","documentation":""},"id":"VectorStoreInfo-PH0ng","value":null},"selected":false,"positionAbsolute":{"x":1553.2875394928135,"y":-1319.2113273706286},"dragging":false},{"width":384,"height":393,"id":"Chroma-yOWX0","type":"genericNode","position":{"x":1108.0629902306098,"y":-1230.2020414057615},"data":{"type":"Chroma","node":{"template":{"client":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"client","advanced":false,"info":"","type":"chromadb.Client","list":false},"client_settings":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"client_settings","advanced":false,"info":"","type":"chromadb.config.Setting","list":true},"documents":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"documents","display_name":"Documents","advanced":false,"info":"","type":"TextSplitter","list":true},"embedding":{"required":true,"placeholder":"","show":true,"multiline":false,"password":false,"name":"embedding","display_name":"Embedding","advanced":false,"info":"","type":"Embeddings","list":false},"collection_name":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"langchain","password":false,"name":"collection_name","advanced":false,"info":"","type":"str","list":false},"ids":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"ids","advanced":false,"info":"","type":"str","list":true},"metadatas":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"metadatas","advanced":false,"info":"","type":"code","list":true},"persist":{"required":false,"placeholder":"","show":true,"multiline":false,"value":false,"password":false,"name":"persist","display_name":"Persist","advanced":false,"info":"","type":"bool","list":false},"persist_directory":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"persist_directory","advanced":false,"info":"","type":"str","list":false},"search_kwargs":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"{}","password":false,"name":"search_kwargs","advanced":true,"info":"","type":"code","list":false},"_type":"Chroma"},"description":"Create a Chroma vectorstore from a raw documents.","base_classes":["VectorStore","Chroma","BaseRetriever","VectorStoreRetriever"],"display_name":"Chroma","documentation":"https://python.langchain.com/docs/modules/data_connection/vectorstores/integrations/chroma"},"id":"Chroma-yOWX0","value":null},"selected":false,"positionAbsolute":{"x":1108.0629902306098,"y":-1230.2020414057615},"dragging":false},{"width":384,"height":293,"id":"WebBaseLoader-FhsbI","type":"genericNode","position":{"x":227.56835609516543,"y":-1139.8720072426718},"data":{"type":"WebBaseLoader","node":{"template":{"metadata":{"required":true,"placeholder":"","show":true,"multiline":false,"value":"{}","password":false,"name":"metadata","display_name":"Metadata","advanced":false,"info":"","type":"code","list":false},"web_path":{"required":true,"placeholder":"","show":true,"multiline":false,"value":"","password":false,"name":"web_path","display_name":"Web Page","advanced":false,"info":"","type":"str","list":false},"_type":"WebBaseLoader"},"description":"Loader that uses urllib and beautiful soup to load webpages.","base_classes":["BaseLoader","WebBaseLoader"],"display_name":"WebBaseLoader","documentation":"https://python.langchain.com/docs/modules/data_connection/document_loaders/integrations/web_base"},"id":"WebBaseLoader-FhsbI","value":null},"selected":false,"positionAbsolute":{"x":227.56835609516543,"y":-1139.8720072426718},"dragging":false},{"width":384,"height":489,"id":"CharacterTextSplitter-znu3b","type":"genericNode","position":{"x":665.798285693765,"y":-1326.6875132478858},"data":{"type":"CharacterTextSplitter","node":{"template":{"documents":{"required":true,"placeholder":"","show":true,"multiline":false,"password":false,"name":"documents","advanced":false,"info":"","type":"BaseLoader","list":false},"chunk_overlap":{"required":true,"placeholder":"","show":true,"multiline":false,"value":200,"password":false,"name":"chunk_overlap","display_name":"Chunk Overlap","advanced":false,"info":"","type":"int","list":false},"chunk_size":{"required":true,"placeholder":"","show":true,"multiline":false,"value":1000,"password":false,"name":"chunk_size","display_name":"Chunk Size","advanced":false,"info":"","type":"int","list":false},"separator":{"required":true,"placeholder":"","show":true,"multiline":false,"value":".","password":false,"name":"separator","display_name":"Separator","advanced":false,"info":"","type":"str","list":false},"_type":"CharacterTextSplitter"},"description":"Implementation of splitting text that looks at characters.","base_classes":["CharacterTextSplitter","BaseDocumentTransformer","TextSplitter"],"display_name":"CharacterTextSplitter","documentation":"https://python.langchain.com/docs/modules/data_connection/document_transformers/text_splitters/character_text_splitter"},"id":"CharacterTextSplitter-znu3b","value":null},"selected":false,"positionAbsolute":{"x":665.798285693765,"y":-1326.6875132478858},"dragging":false},{"width":384,"height":273,"id":"OpenAIEmbeddings-urq6c","type":"genericNode","position":{"x":677.2699276778915,"y":-734.4639958173494},"data":{"type":"OpenAIEmbeddings","node":{"template":{"allowed_special":{"required":false,"placeholder":"","show":true,"multiline":false,"value":[],"password":false,"name":"allowed_special","advanced":true,"info":"","type":"Literal'all'","list":true},"disallowed_special":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"all","password":false,"name":"disallowed_special","advanced":true,"info":"","type":"Literal'all'","list":true},"chunk_size":{"required":false,"placeholder":"","show":true,"multiline":false,"value":1000,"password":false,"name":"chunk_size","advanced":true,"info":"","type":"int","list":false},"client":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"client","advanced":true,"info":"","type":"Any","list":false},"deployment":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"text-embedding-ada-002","password":false,"name":"deployment","advanced":true,"info":"","type":"str","list":false},"embedding_ctx_length":{"required":false,"placeholder":"","show":true,"multiline":false,"value":8191,"password":false,"name":"embedding_ctx_length","advanced":true,"info":"","type":"int","list":false},"headers":{"required":false,"placeholder":"","show":false,"multiline":true,"value":"{'Authorization':\n 'Bearer '}","password":false,"name":"headers","advanced":true,"info":"","type":"Any","list":false},"max_retries":{"required":false,"placeholder":"","show":true,"multiline":false,"value":6,"password":false,"name":"max_retries","advanced":true,"info":"","type":"int","list":false},"model":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"text-embedding-ada-002","password":false,"name":"model","advanced":true,"info":"","type":"str","list":false},"openai_api_base":{"required":false,"placeholder":"","show":true,"multiline":false,"password":true,"name":"openai_api_base","display_name":"OpenAI API Base","advanced":true,"info":"","type":"str","list":false},"openai_api_key":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"","password":true,"name":"openai_api_key","display_name":"OpenAI API Key","advanced":false,"info":"","type":"str","list":false},"openai_api_type":{"required":false,"placeholder":"","show":true,"multiline":false,"password":true,"name":"openai_api_type","display_name":"OpenAI API Type","advanced":true,"info":"","type":"str","list":false},"openai_api_version":{"required":false,"placeholder":"","show":true,"multiline":false,"password":true,"name":"openai_api_version","display_name":"OpenAI API Version","advanced":true,"info":"","type":"str","list":false},"openai_organization":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"openai_organization","display_name":"OpenAI Organization","advanced":true,"info":"","type":"str","list":false},"openai_proxy":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"openai_proxy","display_name":"OpenAI Proxy","advanced":true,"info":"","type":"str","list":false},"request_timeout":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"request_timeout","advanced":true,"info":"","type":"float","list":false},"tiktoken_model_name":{"required":false,"placeholder":"","show":true,"multiline":false,"password":true,"name":"tiktoken_model_name","advanced":false,"info":"","type":"str","list":false},"_type":"OpenAIEmbeddings"},"description":"Wrapper around OpenAI embedding models.","base_classes":["OpenAIEmbeddings","Embeddings"],"display_name":"OpenAIEmbeddings","documentation":"https://python.langchain.com/docs/modules/data_connection/text_embedding/integrations/openai"},"id":"OpenAIEmbeddings-urq6c","value":null},"selected":false,"positionAbsolute":{"x":677.2699276778915,"y":-734.4639958173494},"dragging":false}],"edges":[{"source":"OpenAI-fo7yU","sourceHandle":"OpenAI|OpenAI-fo7yU|BaseLLM|BaseOpenAI|BaseLanguageModel|OpenAI","target":"VectorStoreAgent-AF3yx","targetHandle":"BaseLanguageModel|llm|VectorStoreAgent-AF3yx","className":"","id":"reactflow__edge-OpenAI-fo7yUOpenAI|OpenAI-fo7yU|BaseLLM|BaseOpenAI|BaseLanguageModel|OpenAI-VectorStoreAgent-AF3yxBaseLanguageModel|llm|VectorStoreAgent-AF3yx","selected":false,"style":{"stroke":"#555555"},"animated":false},{"source":"VectorStoreInfo-PH0ng","sourceHandle":"VectorStoreInfo|VectorStoreInfo-PH0ng|VectorStoreInfo","target":"VectorStoreAgent-AF3yx","targetHandle":"VectorStoreInfo|vectorstoreinfo|VectorStoreAgent-AF3yx","className":"","id":"reactflow__edge-VectorStoreInfo-PH0ngVectorStoreInfo|VectorStoreInfo-PH0ng|VectorStoreInfo-VectorStoreAgent-AF3yxVectorStoreInfo|vectorstoreinfo|VectorStoreAgent-AF3yx","selected":false,"style":{"stroke":"#555555"},"animated":false},{"source":"Chroma-yOWX0","sourceHandle":"Chroma|Chroma-yOWX0|VectorStore|Chroma|BaseRetriever|VectorStoreRetriever","target":"VectorStoreInfo-PH0ng","targetHandle":"VectorStore|vectorstore|VectorStoreInfo-PH0ng","className":"","id":"reactflow__edge-Chroma-yOWX0Chroma|Chroma-yOWX0|VectorStore|Chroma|BaseRetriever|VectorStoreRetriever-VectorStoreInfo-PH0ngVectorStore|vectorstore|VectorStoreInfo-PH0ng","selected":false,"style":{"stroke":"#555555"},"animated":false},{"source":"WebBaseLoader-FhsbI","sourceHandle":"WebBaseLoader|WebBaseLoader-FhsbI|BaseLoader|WebBaseLoader","target":"CharacterTextSplitter-znu3b","targetHandle":"BaseLoader|documents|CharacterTextSplitter-znu3b","style":{"stroke":"#555555"},"animated":false,"id":"reactflow__edge-WebBaseLoader-FhsbIWebBaseLoader|WebBaseLoader-FhsbI|BaseLoader|WebBaseLoader-CharacterTextSplitter-znu3bBaseLoader|documents|CharacterTextSplitter-znu3b","selected":false,"className":""},{"source":"CharacterTextSplitter-znu3b","sourceHandle":"CharacterTextSplitter|CharacterTextSplitter-znu3b|CharacterTextSplitter|BaseDocumentTransformer|TextSplitter","target":"Chroma-yOWX0","targetHandle":"TextSplitter|documents|Chroma-yOWX0","style":{"stroke":"#555555"},"animated":false,"id":"reactflow__edge-CharacterTextSplitter-znu3bCharacterTextSplitter|CharacterTextSplitter-znu3b|CharacterTextSplitter|BaseDocumentTransformer|TextSplitter-Chroma-yOWX0TextSplitter|documents|Chroma-yOWX0","selected":false,"className":""},{"source":"OpenAIEmbeddings-urq6c","sourceHandle":"OpenAIEmbeddings|OpenAIEmbeddings-urq6c|OpenAIEmbeddings|Embeddings","target":"Chroma-yOWX0","targetHandle":"Embeddings|embedding|Chroma-yOWX0","style":{"stroke":"#555555"},"animated":false,"id":"reactflow__edge-OpenAIEmbeddings-urq6cOpenAIEmbeddings|OpenAIEmbeddings-urq6c|OpenAIEmbeddings|Embeddings-Chroma-yOWX0Embeddings|embedding|Chroma-yOWX0","className":""}],"viewport":{"x":-133.30897101916833,"y":966.1945031643296,"zoom":0.697371833175203}},"id":"3491b803-1095-40fe-a031-182e788e4ce9"},{"name":"PDF Loader","description":"Load a PDF and start asking questions about it.","data":{"nodes":[{"width":384,"height":399,"id":"VectorStoreInfo-3ZBS8","type":"genericNode","position":{"x":1535.1653139781452,"y":232.33751183505882},"data":{"type":"VectorStoreInfo","node":{"template":{"vectorstore":{"required":true,"placeholder":"","show":true,"multiline":false,"password":false,"name":"vectorstore","advanced":false,"info":"","type":"VectorStore","list":false},"description":{"required":true,"placeholder":"","show":true,"multiline":true,"password":false,"name":"description","advanced":false,"info":"","type":"str","list":false,"value":"test"},"name":{"required":true,"placeholder":"","show":true,"multiline":false,"password":false,"name":"name","advanced":false,"info":"","type":"str","list":false,"value":"demo "},"_type":"VectorStoreInfo"},"description":"Information about a vectorstore.","base_classes":["VectorStoreInfo"],"display_name":"VectorStoreInfo","documentation":""},"id":"VectorStoreInfo-3ZBS8","value":null},"selected":false,"positionAbsolute":{"x":1535.1653139781452,"y":232.33751183505882},"dragging":false},{"width":384,"height":267,"id":"VectorStoreAgent-BxFDM","type":"genericNode","position":{"x":2008.370545823368,"y":328.41251345211936},"data":{"type":"VectorStoreAgent","node":{"template":{"llm":{"required":true,"placeholder":"","show":true,"multiline":false,"password":false,"name":"llm","display_name":"LLM","advanced":false,"info":"","type":"BaseLanguageModel","list":false},"vectorstoreinfo":{"required":true,"placeholder":"","show":true,"multiline":false,"password":false,"name":"vectorstoreinfo","display_name":"Vector Store Info","advanced":false,"info":"","type":"VectorStoreInfo","list":false},"_type":"vectorstore_agent"},"description":"Construct an agent from a Vector Store.","base_classes":["AgentExecutor"],"display_name":"VectorStoreAgent","documentation":""},"id":"VectorStoreAgent-BxFDM","value":null},"selected":false,"positionAbsolute":{"x":2008.370545823368,"y":328.41251345211936},"dragging":false},{"width":384,"height":611,"id":"OpenAI-PvjRL","type":"genericNode","position":{"x":1535.684754841493,"y":668.7553459251588},"data":{"type":"OpenAI","node":{"template":{"allowed_special":{"required":false,"placeholder":"","show":false,"multiline":false,"value":[],"password":false,"name":"allowed_special","advanced":false,"info":"","type":"Literal'all'","list":true},"callbacks":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"callbacks","advanced":false,"info":"","type":"langchain.callbacks.base.BaseCallbackHandler","list":true},"disallowed_special":{"required":false,"placeholder":"","show":false,"multiline":false,"value":"all","password":false,"name":"disallowed_special","advanced":false,"info":"","type":"Literal'all'","list":false},"batch_size":{"required":false,"placeholder":"","show":false,"multiline":false,"value":20,"password":false,"name":"batch_size","advanced":false,"info":"","type":"int","list":false},"best_of":{"required":false,"placeholder":"","show":false,"multiline":false,"value":1,"password":false,"name":"best_of","advanced":false,"info":"","type":"int","list":false},"cache":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"cache","advanced":false,"info":"","type":"bool","list":false},"client":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"client","advanced":false,"info":"","type":"Any","list":false},"frequency_penalty":{"required":false,"placeholder":"","show":false,"multiline":false,"value":0,"password":false,"name":"frequency_penalty","advanced":false,"info":"","type":"float","list":false},"logit_bias":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"logit_bias","advanced":false,"info":"","type":"code","list":false},"max_retries":{"required":false,"placeholder":"","show":false,"multiline":false,"value":6,"password":false,"name":"max_retries","advanced":false,"info":"","type":"int","list":false},"max_tokens":{"required":false,"placeholder":"","show":true,"multiline":false,"value":256,"password":true,"name":"max_tokens","advanced":false,"info":"","type":"int","list":false},"model_kwargs":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"model_kwargs","advanced":true,"info":"","type":"code","list":false},"model_name":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"text-davinci-003","password":false,"options":["text-davinci-003","text-davinci-002","text-curie-001","text-babbage-001","text-ada-001"],"name":"model_name","advanced":false,"info":"","type":"str","list":true},"n":{"required":false,"placeholder":"","show":false,"multiline":false,"value":1,"password":false,"name":"n","advanced":false,"info":"","type":"int","list":false},"openai_api_base":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"openai_api_base","display_name":"OpenAI API Base","advanced":false,"info":"\nThe base URL of the OpenAI API. Defaults to https://api.openai.com/v1.\n\nYou can change this to use other APIs like JinaChat, LocalAI and Prem.\n","type":"str","list":false,"value":"Summarize the content of the document and tell me the overall financial state of this company."},"openai_api_key":{"required":false,"placeholder":"","show":true,"multiline":false,"value":null,"password":true,"name":"openai_api_key","display_name":"OpenAI API Key","advanced":false,"info":"","type":"str","list":false},"openai_organization":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"openai_organization","display_name":"OpenAI Organization","advanced":false,"info":"","type":"str","list":false},"openai_proxy":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"openai_proxy","display_name":"OpenAI Proxy","advanced":false,"info":"","type":"str","list":false},"presence_penalty":{"required":false,"placeholder":"","show":false,"multiline":false,"value":0,"password":false,"name":"presence_penalty","advanced":false,"info":"","type":"float","list":false},"request_timeout":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"request_timeout","advanced":false,"info":"","type":"float","list":false},"streaming":{"required":false,"placeholder":"","show":false,"multiline":false,"value":false,"password":false,"name":"streaming","advanced":false,"info":"","type":"bool","list":false},"tags":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"tags","advanced":false,"info":"","type":"str","list":true},"temperature":{"required":false,"placeholder":"","show":true,"multiline":false,"value":0.7,"password":false,"name":"temperature","advanced":false,"info":"","type":"float","list":false},"tiktoken_model_name":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"tiktoken_model_name","advanced":false,"info":"","type":"str","list":false},"top_p":{"required":false,"placeholder":"","show":false,"multiline":false,"value":1,"password":false,"name":"top_p","advanced":false,"info":"","type":"float","list":false},"verbose":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"verbose","advanced":false,"info":"","type":"bool","list":false},"_type":"OpenAI"},"description":"Wrapper around OpenAI large language models.","base_classes":["BaseLLM","BaseOpenAI","BaseLanguageModel","OpenAI"],"display_name":"OpenAI","documentation":"https://python.langchain.com/docs/modules/model_io/models/llms/integrations/openai"},"id":"OpenAI-PvjRL","value":null},"selected":false,"positionAbsolute":{"x":1535.684754841493,"y":668.7553459251588},"dragging":false},{"width":384,"height":343,"id":"PyPDFLoader-ewfKY","type":"genericNode","position":{"x":77.81777589827834,"y":349.51811512415617},"data":{"type":"PyPDFLoader","node":{"template":{"file_path":{"required":true,"placeholder":"","show":true,"multiline":false,"value":"HOW TO CRACK MAIL ACCESS.pdf","suffixes":[".pdf"],"fileTypes":["pdf"],"password":false,"name":"file_path","advanced":false,"info":"","type":"file","list":false,"file_path":"/home/user/.cache/langflow/ee175566-8d04-4125-821d-3cb8e9ffec2f/c21648a6dd1d6f1b39148e4796c018fc0d9b9f868efd5e0f68da5447b70d3d97"},"metadata":{"required":true,"placeholder":"","show":true,"multiline":false,"value":"{}","password":false,"name":"metadata","display_name":"Metadata","advanced":false,"info":"","type":"code","list":false},"_type":"PyPDFLoader"},"description":"Loads a PDF with pypdf and chunks at character level.","base_classes":["BaseLoader","PyPDFLoader","BasePDFLoader"],"display_name":"PyPDFLoader","documentation":"https://python.langchain.com/docs/modules/data_connection/document_loaders/how_to/pdf"},"id":"PyPDFLoader-ewfKY","value":null},"selected":false,"positionAbsolute":{"x":77.81777589827834,"y":349.51811512415617},"dragging":false},{"width":384,"height":505,"id":"CharacterTextSplitter-KuRS7","type":"genericNode","position":{"x":634.6414182242057,"y":265.318482539423},"data":{"type":"CharacterTextSplitter","node":{"template":{"documents":{"required":true,"placeholder":"","show":true,"multiline":false,"password":false,"name":"documents","advanced":false,"info":"","type":"BaseLoader","list":false},"chunk_overlap":{"required":true,"placeholder":"","show":true,"multiline":false,"value":200,"password":false,"name":"chunk_overlap","display_name":"Chunk Overlap","advanced":false,"info":"","type":"int","list":false},"chunk_size":{"required":true,"placeholder":"","show":true,"multiline":false,"value":4000,"password":false,"name":"chunk_size","display_name":"Chunk Size","advanced":false,"info":"","type":"int","list":false},"separator":{"required":true,"placeholder":"","show":true,"multiline":false,"value":".","password":false,"name":"separator","display_name":"Separator","advanced":false,"info":"","type":"str","list":false},"_type":"CharacterTextSplitter"},"description":"Implementation of splitting text that looks at characters.","base_classes":["CharacterTextSplitter","BaseDocumentTransformer","TextSplitter"],"display_name":"CharacterTextSplitter","documentation":"https://python.langchain.com/docs/modules/data_connection/document_transformers/text_splitters/character_text_splitter"},"id":"CharacterTextSplitter-KuRS7","value":null},"selected":false,"positionAbsolute":{"x":634.6414182242057,"y":265.318482539423},"dragging":false},{"width":384,"height":359,"id":"OpenAIEmbeddings-G2MHe","type":"genericNode","position":{"x":534.2026639203285,"y":847.569261531336},"data":{"type":"OpenAIEmbeddings","node":{"template":{"allowed_special":{"required":false,"placeholder":"","show":true,"multiline":false,"value":[],"password":false,"name":"allowed_special","advanced":true,"info":"","type":"Literal'all'","list":true},"disallowed_special":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"all","password":false,"name":"disallowed_special","advanced":true,"info":"","type":"Literal'all'","list":true},"chunk_size":{"required":false,"placeholder":"","show":true,"multiline":false,"value":1000,"password":false,"name":"chunk_size","advanced":true,"info":"","type":"int","list":false},"client":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"client","advanced":true,"info":"","type":"Any","list":false},"deployment":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"text-embedding-ada-002","password":false,"name":"deployment","advanced":true,"info":"","type":"str","list":false},"embedding_ctx_length":{"required":false,"placeholder":"","show":true,"multiline":false,"value":8191,"password":false,"name":"embedding_ctx_length","advanced":true,"info":"","type":"int","list":false},"headers":{"required":false,"placeholder":"","show":false,"multiline":true,"value":"{'Authorization':\n 'Bearer '}","password":false,"name":"headers","advanced":true,"info":"","type":"Any","list":false},"max_retries":{"required":false,"placeholder":"","show":true,"multiline":false,"value":6,"password":false,"name":"max_retries","advanced":true,"info":"","type":"int","list":false},"model":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"text-embedding-ada-002","password":false,"name":"model","advanced":true,"info":"","type":"str","list":false},"openai_api_base":{"required":false,"placeholder":"","show":true,"multiline":false,"password":true,"name":"openai_api_base","display_name":"OpenAI API Base","advanced":true,"info":"","type":"str","list":false},"openai_api_key":{"required":false,"placeholder":"","show":true,"multiline":false,"value":null,"password":true,"name":"openai_api_key","display_name":"OpenAI API Key","advanced":false,"info":"","type":"str","list":false},"openai_api_type":{"required":false,"placeholder":"","show":true,"multiline":false,"password":true,"name":"openai_api_type","display_name":"OpenAI API Type","advanced":true,"info":"","type":"str","list":false},"openai_api_version":{"required":false,"placeholder":"","show":true,"multiline":false,"password":true,"name":"openai_api_version","display_name":"OpenAI API Version","advanced":true,"info":"","type":"str","list":false},"openai_organization":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"openai_organization","display_name":"OpenAI Organization","advanced":true,"info":"","type":"str","list":false},"openai_proxy":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"openai_proxy","display_name":"OpenAI Proxy","advanced":true,"info":"","type":"str","list":false},"request_timeout":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"request_timeout","advanced":true,"info":"","type":"float","list":false},"tiktoken_model_name":{"required":false,"placeholder":"","show":true,"multiline":false,"password":true,"name":"tiktoken_model_name","advanced":false,"info":"","type":"str","list":false,"value":"text-embedding-ada-002"},"_type":"OpenAIEmbeddings"},"description":"Wrapper around OpenAI embedding models.","base_classes":["OpenAIEmbeddings","Embeddings"],"display_name":"OpenAIEmbeddings","documentation":"https://python.langchain.com/docs/modules/data_connection/text_embedding/integrations/openai"},"id":"OpenAIEmbeddings-G2MHe","value":null},"selected":false,"positionAbsolute":{"x":534.2026639203285,"y":847.569261531336},"dragging":false},{"width":384,"height":515,"id":"Chroma-Axn2d","type":"genericNode","position":{"x":1080.5575573666385,"y":373.2676612913739},"data":{"type":"Chroma","node":{"template":{"client":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"client","advanced":false,"info":"","type":"chromadb.Client","list":false},"client_settings":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"client_settings","advanced":false,"info":"","type":"chromadb.config.Setting","list":true},"documents":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"documents","display_name":"Documents","advanced":false,"info":"","type":"TextSplitter","list":true},"embedding":{"required":true,"placeholder":"","show":true,"multiline":false,"password":false,"name":"embedding","display_name":"Embedding","advanced":false,"info":"","type":"Embeddings","list":false},"collection_name":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"langchain","password":false,"name":"collection_name","advanced":false,"info":"","type":"str","list":false},"ids":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"ids","advanced":false,"info":"","type":"str","list":true},"metadatas":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"metadatas","advanced":false,"info":"","type":"code","list":true},"persist":{"required":false,"placeholder":"","show":true,"multiline":false,"value":false,"password":false,"name":"persist","display_name":"Persist","advanced":false,"info":"","type":"bool","list":false},"persist_directory":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"persist_directory","advanced":false,"info":"","type":"str","list":false},"search_kwargs":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"{}","password":false,"name":"search_kwargs","advanced":true,"info":"","type":"code","list":false},"_type":"Chroma"},"description":"Create a Chroma vectorstore from a raw documents.","base_classes":["VectorStore","Chroma","BaseRetriever","VectorStoreRetriever"],"display_name":"Chroma","documentation":"https://python.langchain.com/docs/modules/data_connection/vectorstores/integrations/chroma"},"id":"Chroma-Axn2d","value":null},"selected":false,"positionAbsolute":{"x":1080.5575573666385,"y":373.2676612913739},"dragging":false}],"edges":[{"source":"VectorStoreInfo-3ZBS8","sourceHandle":"VectorStoreInfo|VectorStoreInfo-3ZBS8|VectorStoreInfo","target":"VectorStoreAgent-BxFDM","targetHandle":"VectorStoreInfo|vectorstoreinfo|VectorStoreAgent-BxFDM","className":"","id":"reactflow__edge-VectorStoreInfo-3ZBS8VectorStoreInfo|VectorStoreInfo-3ZBS8|VectorStoreInfo-VectorStoreAgent-BxFDMVectorStoreInfo|vectorstoreinfo|VectorStoreAgent-BxFDM","selected":false,"style":{"stroke":"#555555"},"animated":false},{"source":"OpenAI-PvjRL","sourceHandle":"OpenAI|OpenAI-PvjRL|BaseLLM|BaseOpenAI|BaseLanguageModel|OpenAI","target":"VectorStoreAgent-BxFDM","targetHandle":"BaseLanguageModel|llm|VectorStoreAgent-BxFDM","className":"","id":"reactflow__edge-OpenAI-PvjRLOpenAI|OpenAI-PvjRL|BaseLLM|BaseOpenAI|BaseLanguageModel|OpenAI-VectorStoreAgent-BxFDMBaseLanguageModel|llm|VectorStoreAgent-BxFDM","selected":false,"style":{"stroke":"#555555"},"animated":false},{"source":"PyPDFLoader-ewfKY","sourceHandle":"PyPDFLoader|PyPDFLoader-ewfKY|BaseLoader|PyPDFLoader|BasePDFLoader","target":"CharacterTextSplitter-KuRS7","targetHandle":"BaseLoader|documents|CharacterTextSplitter-KuRS7","style":{"stroke":"#555555"},"animated":false,"id":"reactflow__edge-PyPDFLoader-ewfKYPyPDFLoader|PyPDFLoader-ewfKY|BaseLoader|PyPDFLoader|BasePDFLoader-CharacterTextSplitter-KuRS7BaseLoader|documents|CharacterTextSplitter-KuRS7","selected":false,"className":""},{"source":"CharacterTextSplitter-KuRS7","sourceHandle":"CharacterTextSplitter|CharacterTextSplitter-KuRS7|CharacterTextSplitter|BaseDocumentTransformer|TextSplitter","target":"Chroma-Axn2d","targetHandle":"TextSplitter|documents|Chroma-Axn2d","style":{"stroke":"#555555"},"animated":false,"id":"reactflow__edge-CharacterTextSplitter-KuRS7CharacterTextSplitter|CharacterTextSplitter-KuRS7|CharacterTextSplitter|BaseDocumentTransformer|TextSplitter-Chroma-Axn2dTextSplitter|documents|Chroma-Axn2d","className":"","selected":false},{"source":"OpenAIEmbeddings-G2MHe","sourceHandle":"OpenAIEmbeddings|OpenAIEmbeddings-G2MHe|OpenAIEmbeddings|Embeddings","target":"Chroma-Axn2d","targetHandle":"Embeddings|embedding|Chroma-Axn2d","style":{"stroke":"#555555"},"animated":false,"id":"reactflow__edge-OpenAIEmbeddings-G2MHeOpenAIEmbeddings|OpenAIEmbeddings-G2MHe|OpenAIEmbeddings|Embeddings-Chroma-Axn2dEmbeddings|embedding|Chroma-Axn2d","className":"","selected":false},{"source":"Chroma-Axn2d","sourceHandle":"Chroma|Chroma-Axn2d|VectorStore|Chroma|BaseRetriever|VectorStoreRetriever","target":"VectorStoreInfo-3ZBS8","targetHandle":"VectorStore|vectorstore|VectorStoreInfo-3ZBS8","style":{"stroke":"#555555"},"animated":false,"id":"reactflow__edge-Chroma-Axn2dChroma|Chroma-Axn2d|VectorStore|Chroma|BaseRetriever|VectorStoreRetriever-VectorStoreInfo-3ZBS8VectorStore|vectorstore|VectorStoreInfo-3ZBS8","className":"","selected":false}],"viewport":{"x":-1149.4702244136386,"y":-212.72411735481273,"zoom":0.8287002325608757}},"id":"ee175566-8d04-4125-821d-3cb8e9ffec2f"},{"name":"qinrui-docQA","description":"Connect the Dots, Craft Language.","data":{"nodes":[{"width":384,"height":631,"id":"ChatOpenAI-irpUE","type":"genericNode","position":{"x":46.258433893688675,"y":-587.6534884032178},"data":{"type":"ChatOpenAI","node":{"template":{"callbacks":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"callbacks","advanced":false,"info":"","type":"langchain.callbacks.base.BaseCallbackHandler","list":true},"cache":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"cache","advanced":false,"info":"","type":"bool","list":false},"client":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"client","advanced":false,"info":"","type":"Any","list":false},"max_retries":{"required":false,"placeholder":"","show":false,"multiline":false,"value":6,"password":false,"name":"max_retries","advanced":false,"info":"","type":"int","list":false},"max_tokens":{"required":false,"placeholder":"","show":true,"multiline":false,"password":true,"name":"max_tokens","advanced":false,"info":"","type":"int","list":false,"value":"3000"},"model_kwargs":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"model_kwargs","advanced":true,"info":"","type":"code","list":false},"model_name":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"gpt-3.5-turbo-0613","password":false,"options":["gpt-3.5-turbo-0613","gpt-3.5-turbo","gpt-3.5-turbo-16k-0613","gpt-3.5-turbo-16k","gpt-4-0613","gpt-4-32k-0613","gpt-4","gpt-4-32k"],"name":"model_name","advanced":false,"info":"","type":"str","list":true},"n":{"required":false,"placeholder":"","show":false,"multiline":false,"value":1,"password":false,"name":"n","advanced":false,"info":"","type":"int","list":false},"openai_api_base":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"openai_api_base","display_name":"OpenAI API Base","advanced":false,"info":"\nThe base URL of the OpenAI API. Defaults to https://api.openai.com/v1.\n\nYou can change this to use other APIs like JinaChat, LocalAI and Prem.\n","type":"str","list":false,"value":"https://api.openai.com/v1"},"openai_api_key":{"required":false,"placeholder":"","show":true,"multiline":false,"value":null,"password":true,"name":"openai_api_key","display_name":"OpenAI API Key","advanced":false,"info":"","type":"str","list":false},"openai_organization":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"openai_organization","display_name":"OpenAI Organization","advanced":false,"info":"","type":"str","list":false},"openai_proxy":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"openai_proxy","display_name":"OpenAI Proxy","advanced":false,"info":"","type":"str","list":false},"request_timeout":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"request_timeout","advanced":false,"info":"","type":"float","list":false},"streaming":{"required":false,"placeholder":"","show":false,"multiline":false,"value":false,"password":false,"name":"streaming","advanced":false,"info":"","type":"bool","list":false},"tags":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"tags","advanced":false,"info":"","type":"str","list":true},"temperature":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"0.5","password":false,"name":"temperature","advanced":false,"info":"","type":"float","list":false},"tiktoken_model_name":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"tiktoken_model_name","advanced":false,"info":"","type":"str","list":false},"verbose":{"required":false,"placeholder":"","show":false,"multiline":false,"value":false,"password":false,"name":"verbose","advanced":false,"info":"","type":"bool","list":false},"_type":"ChatOpenAI"},"description":"Wrapper around OpenAI Chat large language models.","base_classes":["BaseLanguageModel","ChatOpenAI","BaseChatModel","BaseLLM"],"display_name":"ChatOpenAI","documentation":"https://python.langchain.com/docs/modules/model_io/models/chat/integrations/openai"},"id":"ChatOpenAI-irpUE","value":null},"selected":false,"dragging":false,"positionAbsolute":{"x":46.258433893688675,"y":-587.6534884032178}},{"width":384,"height":515,"id":"Chroma-ghhYy","type":"genericNode","position":{"x":-174.69039256749528,"y":875.9561947416955},"data":{"type":"Chroma","node":{"template":{"client":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"client","advanced":false,"info":"","type":"chromadb.Client","list":false},"client_settings":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"client_settings","advanced":false,"info":"","type":"chromadb.config.Setting","list":true},"documents":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"documents","display_name":"Documents","advanced":false,"info":"","type":"TextSplitter","list":true},"embedding":{"required":true,"placeholder":"","show":true,"multiline":false,"password":false,"name":"embedding","display_name":"Embedding","advanced":false,"info":"","type":"Embeddings","list":false},"collection_name":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"langchain","password":false,"name":"collection_name","advanced":false,"info":"","type":"str","list":false},"ids":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"ids","advanced":false,"info":"","type":"str","list":true},"metadatas":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"metadatas","advanced":false,"info":"","type":"code","list":true},"persist":{"required":false,"placeholder":"","show":true,"multiline":false,"value":false,"password":false,"name":"persist","display_name":"Persist","advanced":false,"info":"","type":"bool","list":false},"persist_directory":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"persist_directory","advanced":false,"info":"","type":"str","list":false,"value":"qinrui"},"search_kwargs":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"{}","password":false,"name":"search_kwargs","advanced":true,"info":"","type":"code","list":false},"_type":"Chroma"},"description":"Create a Chroma vectorstore from a raw documents.","base_classes":["Chroma","VectorStore","BaseRetriever","VectorStoreRetriever"],"display_name":"Chroma","documentation":"https://python.langchain.com/docs/modules/data_connection/vectorstores/integrations/chroma"},"id":"Chroma-ghhYy","value":null},"selected":false,"positionAbsolute":{"x":-174.69039256749528,"y":875.9561947416955},"dragging":false},{"width":384,"height":363,"id":"PyPDFLoader-PKG4V","type":"genericNode","position":{"x":-1098.4390934399614,"y":507.3897938885399},"data":{"type":"PyPDFLoader","node":{"template":{"file_path":{"required":true,"placeholder":"","show":true,"multiline":false,"value":"NO.pdf","suffixes":[".pdf"],"fileTypes":["pdf"],"password":false,"name":"file_path","advanced":false,"info":"","type":"file","list":false,"file_path":"/home/user/.cache/langflow/33c18983-b24b-475a-815c-e2714c56cd9e/1cb61801306736711419bf4ae37301abf88f17f672176c68032ab414932cc222"},"metadata":{"required":true,"placeholder":"","show":true,"multiline":false,"value":"{}","password":false,"name":"metadata","display_name":"Metadata","advanced":false,"info":"","type":"code","list":false},"_type":"PyPDFLoader"},"description":"Loads a PDF with pypdf and chunks at character level.","base_classes":["BasePDFLoader","PyPDFLoader","BaseLoader"],"display_name":"PyPDFLoader","documentation":"https://python.langchain.com/docs/modules/data_connection/document_loaders/how_to/pdf"},"id":"PyPDFLoader-PKG4V","value":null},"selected":false,"positionAbsolute":{"x":-1098.4390934399614,"y":507.3897938885399},"dragging":false},{"width":384,"height":359,"id":"OpenAIEmbeddings-P3Dio","type":"genericNode","position":{"x":-754.3660293523635,"y":1171.0425852981775},"data":{"type":"OpenAIEmbeddings","node":{"template":{"allowed_special":{"required":false,"placeholder":"","show":true,"multiline":false,"value":[],"password":false,"name":"allowed_special","advanced":true,"info":"","type":"Literal'all'","list":true},"disallowed_special":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"all","password":false,"name":"disallowed_special","advanced":true,"info":"","type":"Literal'all'","list":true},"chunk_size":{"required":false,"placeholder":"","show":true,"multiline":false,"value":1000,"password":false,"name":"chunk_size","advanced":true,"info":"","type":"int","list":false},"client":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"client","advanced":true,"info":"","type":"Any","list":false},"deployment":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"text-embedding-ada-002","password":false,"name":"deployment","advanced":true,"info":"","type":"str","list":false},"embedding_ctx_length":{"required":false,"placeholder":"","show":true,"multiline":false,"value":8191,"password":false,"name":"embedding_ctx_length","advanced":true,"info":"","type":"int","list":false},"headers":{"required":false,"placeholder":"","show":false,"multiline":true,"value":"{'Authorization': 'Bearer '}","password":false,"name":"headers","advanced":true,"info":"","type":"Any","list":false},"max_retries":{"required":false,"placeholder":"","show":true,"multiline":false,"value":6,"password":false,"name":"max_retries","advanced":true,"info":"","type":"int","list":false},"model":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"text-embedding-ada-002","password":false,"name":"model","advanced":true,"info":"","type":"str","list":false},"openai_api_base":{"required":false,"placeholder":"","show":true,"multiline":false,"password":true,"name":"openai_api_base","display_name":"OpenAI API Base","advanced":true,"info":"","type":"str","list":false},"openai_api_key":{"required":false,"placeholder":"","show":true,"multiline":false,"value":null,"password":true,"name":"openai_api_key","display_name":"OpenAI API Key","advanced":false,"info":"","type":"str","list":false},"openai_api_type":{"required":false,"placeholder":"","show":true,"multiline":false,"password":true,"name":"openai_api_type","display_name":"OpenAI API Type","advanced":true,"info":"","type":"str","list":false},"openai_api_version":{"required":false,"placeholder":"","show":true,"multiline":false,"password":true,"name":"openai_api_version","display_name":"OpenAI API Version","advanced":true,"info":"","type":"str","list":false},"openai_organization":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"openai_organization","display_name":"OpenAI Organization","advanced":true,"info":"","type":"str","list":false},"openai_proxy":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"openai_proxy","display_name":"OpenAI Proxy","advanced":true,"info":"","type":"str","list":false},"request_timeout":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"request_timeout","advanced":true,"info":"","type":"float","list":false},"tiktoken_model_name":{"required":false,"placeholder":"","show":true,"multiline":false,"password":true,"name":"tiktoken_model_name","advanced":false,"info":"","type":"str","list":false,"value":"text-search-ada-doc-001"},"_type":"OpenAIEmbeddings"},"description":"Wrapper around OpenAI embedding models.","base_classes":["OpenAIEmbeddings","Embeddings"],"display_name":"OpenAIEmbeddings","documentation":"https://python.langchain.com/docs/modules/data_connection/text_embedding/integrations/openai"},"id":"OpenAIEmbeddings-P3Dio","value":null},"selected":false,"positionAbsolute":{"x":-754.3660293523635,"y":1171.0425852981775},"dragging":false},{"width":384,"height":505,"id":"CharacterTextSplitter-X529c","type":"genericNode","position":{"x":-638.6722073780921,"y":536.5485281332514},"data":{"type":"CharacterTextSplitter","node":{"template":{"documents":{"required":true,"placeholder":"","show":true,"multiline":false,"password":false,"name":"documents","advanced":false,"info":"","type":"BaseLoader","list":false},"chunk_overlap":{"required":true,"placeholder":"","show":true,"multiline":false,"value":"50","password":false,"name":"chunk_overlap","display_name":"Chunk Overlap","advanced":false,"info":"","type":"int","list":false},"chunk_size":{"required":true,"placeholder":"","show":true,"multiline":false,"value":"400","password":false,"name":"chunk_size","display_name":"Chunk Size","advanced":false,"info":"","type":"int","list":false},"separator":{"required":true,"placeholder":"","show":true,"multiline":false,"value":"。","password":false,"name":"separator","display_name":"Separator","advanced":false,"info":"","type":"str","list":false},"_type":"CharacterTextSplitter"},"description":"Implementation of splitting text that looks at characters.","base_classes":["TextSplitter","BaseDocumentTransformer","CharacterTextSplitter"],"display_name":"CharacterTextSplitter","documentation":"https://python.langchain.com/docs/modules/data_connection/document_transformers/text_splitters/character_text_splitter"},"id":"CharacterTextSplitter-X529c","value":null},"positionAbsolute":{"x":-638.6722073780921,"y":536.5485281332514},"dragging":false,"selected":false},{"width":384,"height":387,"id":"ConversationalRetrievalChain-IljGT","type":"genericNode","position":{"x":899.7442331746341,"y":452.6282894795891},"data":{"type":"ConversationalRetrievalChain","node":{"template":{"callbacks":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"callbacks","advanced":false,"info":"","type":"Callbacks","list":false},"condense_question_llm":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"condense_question_llm","advanced":false,"info":"","type":"BaseLanguageModel","list":false},"condense_question_prompt":{"required":false,"placeholder":"","show":false,"multiline":false,"value":{"input_variables":["chat_history","question"],"output_parser":null,"partial_variables":{},"template":"Given the following conversation and a follow up question, rephrase the follow up question to be a standalone question, in its original language.\n\nChat History:\n{chat_history}\nFollow Up Input: {question}\nStandalone question:","template_format":"f-string","validate_template":true,"_type":"prompt"},"password":false,"name":"condense_question_prompt","advanced":false,"info":"","type":"BasePromptTemplate","list":false},"llm":{"required":true,"placeholder":"","show":true,"multiline":false,"password":false,"name":"llm","advanced":false,"info":"","type":"BaseLanguageModel","list":false},"memory":{"required":true,"placeholder":"","show":true,"multiline":false,"password":false,"name":"memory","advanced":false,"info":"","type":"BaseChatMemory","list":false},"retriever":{"required":true,"placeholder":"","show":true,"multiline":false,"password":false,"name":"retriever","advanced":false,"info":"","type":"BaseRetriever","list":false},"chain_type":{"required":true,"placeholder":"","show":true,"multiline":false,"value":"map_rerank","password":false,"options":["stuff","map_reduce","map_rerank","refine"],"name":"chain_type","advanced":false,"info":"","type":"str","list":true},"combine_docs_chain_kwargs":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"combine_docs_chain_kwargs","advanced":false,"info":"","type":"code","list":false},"return_source_documents":{"required":false,"placeholder":"","show":true,"multiline":false,"value":true,"password":false,"name":"return_source_documents","display_name":"Return source documents","advanced":true,"info":"","type":"bool","list":false},"verbose":{"required":false,"placeholder":"","show":true,"multiline":false,"value":false,"password":false,"name":"verbose","advanced":true,"info":"","type":"bool","list":false},"_type":"ConversationalRetrievalChain"},"description":"Load chain from LLM.","base_classes":["Chain","ConversationalRetrievalChain","BaseConversationalRetrievalChain","function"],"display_name":"ConversationalRetrievalChain","documentation":"https://python.langchain.com/docs/modules/chains/popular/chat_vector_db"},"id":"ConversationalRetrievalChain-IljGT","value":null},"selected":false,"dragging":false,"positionAbsolute":{"x":899.7442331746341,"y":452.6282894795891}},{"width":384,"height":561,"id":"ConversationBufferMemory-0xrXt","type":"genericNode","position":{"x":15.664656992866355,"y":175.64446698262276},"data":{"type":"ConversationBufferMemory","node":{"template":{"chat_memory":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"chat_memory","advanced":false,"info":"","type":"BaseChatMessageHistory","list":false},"ai_prefix":{"required":false,"placeholder":"","show":false,"multiline":false,"value":"AI","password":false,"name":"ai_prefix","advanced":false,"info":"","type":"str","list":false},"human_prefix":{"required":false,"placeholder":"","show":false,"multiline":false,"value":"Human","password":false,"name":"human_prefix","advanced":false,"info":"","type":"str","list":false},"input_key":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"input","password":false,"name":"input_key","advanced":false,"info":"","type":"str","list":false},"memory_key":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"chat_history","password":false,"name":"memory_key","advanced":false,"info":"","type":"str","list":false},"output_key":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"output","password":false,"name":"output_key","advanced":false,"info":"","type":"str","list":false},"return_messages":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"return_messages","advanced":false,"info":"","type":"bool","list":false,"value":true},"_type":"ConversationBufferMemory"},"description":"Buffer for storing conversation memory.","base_classes":["ConversationBufferMemory","BaseChatMemory","BaseMemory"],"display_name":"ConversationBufferMemory","documentation":"https://python.langchain.com/docs/modules/memory/how_to/buffer"},"id":"ConversationBufferMemory-0xrXt","value":null},"selected":false,"positionAbsolute":{"x":15.664656992866355,"y":175.64446698262276},"dragging":false}],"edges":[{"source":"OpenAIEmbeddings-P3Dio","sourceHandle":"OpenAIEmbeddings|OpenAIEmbeddings-P3Dio|OpenAIEmbeddings|Embeddings","target":"Chroma-ghhYy","targetHandle":"Embeddings|embedding|Chroma-ghhYy","style":{"stroke":"inherit"},"className":"stroke-gray-900 dark:stroke-gray-200","animated":false,"id":"reactflow__edge-OpenAIEmbeddings-P3DioOpenAIEmbeddings|OpenAIEmbeddings-P3Dio|OpenAIEmbeddings|Embeddings-Chroma-ghhYyEmbeddings|embedding|Chroma-ghhYy","selected":false},{"source":"CharacterTextSplitter-X529c","sourceHandle":"CharacterTextSplitter|CharacterTextSplitter-X529c|TextSplitter|BaseDocumentTransformer|CharacterTextSplitter","target":"Chroma-ghhYy","targetHandle":"TextSplitter|documents|Chroma-ghhYy","style":{"stroke":"inherit"},"className":"stroke-gray-900 dark:stroke-gray-200","animated":false,"id":"reactflow__edge-CharacterTextSplitter-X529cCharacterTextSplitter|CharacterTextSplitter-X529c|TextSplitter|BaseDocumentTransformer|CharacterTextSplitter-Chroma-ghhYyTextSplitter|documents|Chroma-ghhYy","selected":false},{"source":"PyPDFLoader-PKG4V","sourceHandle":"PyPDFLoader|PyPDFLoader-PKG4V|BasePDFLoader|PyPDFLoader|BaseLoader","target":"CharacterTextSplitter-X529c","targetHandle":"BaseLoader|documents|CharacterTextSplitter-X529c","style":{"stroke":"inherit"},"className":"stroke-gray-900 dark:stroke-gray-200","animated":false,"id":"reactflow__edge-PyPDFLoader-PKG4VPyPDFLoader|PyPDFLoader-PKG4V|BasePDFLoader|PyPDFLoader|BaseLoader-CharacterTextSplitter-X529cBaseLoader|documents|CharacterTextSplitter-X529c","selected":false},{"source":"ChatOpenAI-irpUE","sourceHandle":"ChatOpenAI|ChatOpenAI-irpUE|BaseLanguageModel|ChatOpenAI|BaseChatModel|BaseLLM","target":"ConversationalRetrievalChain-IljGT","targetHandle":"BaseLanguageModel|llm|ConversationalRetrievalChain-IljGT","style":{"stroke":"inherit"},"className":"stroke-gray-900 dark:stroke-gray-200","animated":false,"id":"reactflow__edge-ChatOpenAI-irpUEChatOpenAI|ChatOpenAI-irpUE|BaseLanguageModel|ChatOpenAI|BaseChatModel|BaseLLM-ConversationalRetrievalChain-IljGTBaseLanguageModel|llm|ConversationalRetrievalChain-IljGT","selected":false},{"source":"ConversationBufferMemory-0xrXt","sourceHandle":"ConversationBufferMemory|ConversationBufferMemory-0xrXt|ConversationBufferMemory|BaseChatMemory|BaseMemory","target":"ConversationalRetrievalChain-IljGT","targetHandle":"BaseChatMemory|memory|ConversationalRetrievalChain-IljGT","style":{"stroke":"inherit"},"className":"stroke-gray-900 dark:stroke-gray-200","animated":false,"id":"reactflow__edge-ConversationBufferMemory-0xrXtConversationBufferMemory|ConversationBufferMemory-0xrXt|ConversationBufferMemory|BaseChatMemory|BaseMemory-ConversationalRetrievalChain-IljGTBaseChatMemory|memory|ConversationalRetrievalChain-IljGT","selected":false},{"source":"Chroma-ghhYy","sourceHandle":"Chroma|Chroma-ghhYy|Chroma|VectorStore|BaseRetriever|VectorStoreRetriever","target":"ConversationalRetrievalChain-IljGT","targetHandle":"BaseRetriever|retriever|ConversationalRetrievalChain-IljGT","style":{"stroke":"inherit"},"className":"stroke-gray-900 dark:stroke-gray-200","animated":false,"id":"reactflow__edge-Chroma-ghhYyChroma|Chroma-ghhYy|Chroma|VectorStore|BaseRetriever|VectorStoreRetriever-ConversationalRetrievalChain-IljGTBaseRetriever|retriever|ConversationalRetrievalChain-IljGT","selected":false}],"viewport":{"x":793.8040910848542,"y":374.19341725318407,"zoom":0.5102230828491513}},"id":"33c18983-b24b-475a-815c-e2714c56cd9e"},{"name":"Grave Stonebraker","description":"Maximize Impact with Intelligent Conversations.","data":null,"id":"951b6a3c-2fbf-4b41-a7dd-1287924b3f9a"},{"name":"Effervescent Wright","description":"Empowering Communication, Enabling Opportunities.","data":null,"id":"32ddf39b-df73-4296-b5b7-094677654f89"},{"name":"Dreamy Goldstine","description":"Language Engineering Excellence.","data":null,"id":"457d33c1-08bd-4509-9869-bcec1fa80ba0"},{"name":"Goofy Northcutt","description":"Chain the Words, Master Language!","data":null,"id":"b2f38e88-8e15-4629-8c35-a155b43a7b69"},{"name":"Thirsty Kowalevski","description":"Mapping Meaningful Conversations.","data":null,"id":"c854ead2-d6c9-4e93-8bcd-fb4eba333b84"},{"name":"Silly Yalow","description":"Connect the Dots, Craft Language.","data":null,"id":"ee88efa8-0418-4fa4-aeaf-0675bfb4bddb"},{"name":"Determined Cori","description":"Language Models, Unleashed.","data":null,"id":"35cd1aef-3b48-4378-b685-4a3f50ab3a93"},{"name":"Time Travel Guide","description":"A guide through time and history to suggest places and events to visit.","data":{"nodes":[{"width":384,"height":247,"id":"TimeTravelGuideChain-iipCK","type":"genericNode","position":{"x":670.4085640273712,"y":388.98710989948063},"data":{"type":"TimeTravelGuideChain","node":{"template":{"llm":{"required":true,"placeholder":"","show":true,"multiline":false,"password":false,"name":"llm","display_name":"LLM","advanced":false,"info":"","type":"BaseLanguageModel","list":false},"memory":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"memory","advanced":false,"info":"","type":"BaseChatMemory","list":false,"value":{"chat_memory":{"messages":[]},"output_key":null,"input_key":null,"return_messages":false,"human_prefix":"Human","ai_prefix":"AI","memory_key":"history"}},"_type":"TimeTravelGuideChain"},"description":"Time travel guide chain.","base_classes":["LLMChain","BaseCustomChain","TimeTravelGuideChain","Chain","ConversationChain"],"display_name":"TimeTravelGuideChain","documentation":""},"id":"TimeTravelGuideChain-iipCK","value":null},"selected":false,"positionAbsolute":{"x":670.4085640273712,"y":388.98710989948063},"dragging":false},{"width":384,"height":273,"id":"ConversationBufferMemory-whqRw","type":"genericNode","position":{"x":-1.245800028419012,"y":728.7372893714526},"data":{"type":"ConversationBufferMemory","node":{"template":{"chat_memory":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"chat_memory","advanced":false,"info":"","type":"BaseChatMessageHistory","list":false},"ai_prefix":{"required":false,"placeholder":"","show":false,"multiline":false,"value":"AI","password":false,"name":"ai_prefix","advanced":false,"info":"","type":"str","list":false},"human_prefix":{"required":false,"placeholder":"","show":false,"multiline":false,"value":"Human","password":false,"name":"human_prefix","advanced":false,"info":"","type":"str","list":false},"input_key":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"","password":false,"name":"input_key","advanced":false,"info":"","type":"str","list":false},"memory_key":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"history","password":false,"name":"memory_key","advanced":false,"info":"","type":"str","list":false},"output_key":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"","password":false,"name":"output_key","advanced":false,"info":"","type":"str","list":false},"return_messages":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"return_messages","advanced":false,"info":"","type":"bool","list":false},"_type":"ConversationBufferMemory"},"description":"Buffer for storing conversation memory.","base_classes":["BaseMemory","BaseChatMemory","ConversationBufferMemory"],"display_name":"ConversationBufferMemory","documentation":"https://python.langchain.com/docs/modules/memory/how_to/buffer"},"id":"ConversationBufferMemory-whqRw","value":null},"selected":false,"positionAbsolute":{"x":-1.245800028419012,"y":728.7372893714526},"dragging":false},{"width":384,"height":597,"id":"ChatOpenAI-W9iRK","type":"genericNode","position":{"x":1.331899233854756,"y":85.17099820816799},"data":{"type":"ChatOpenAI","node":{"template":{"callbacks":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"callbacks","advanced":false,"info":"","type":"langchain.callbacks.base.BaseCallbackHandler","list":true},"cache":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"cache","advanced":false,"info":"","type":"bool","list":false},"client":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"client","advanced":false,"info":"","type":"Any","list":false},"max_retries":{"required":false,"placeholder":"","show":false,"multiline":false,"value":6,"password":false,"name":"max_retries","advanced":false,"info":"","type":"int","list":false},"max_tokens":{"required":false,"placeholder":"","show":true,"multiline":false,"password":true,"name":"max_tokens","advanced":false,"info":"","type":"int","list":false},"model_kwargs":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"model_kwargs","advanced":true,"info":"","type":"code","list":false},"model_name":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"gpt-4","password":false,"options":["gpt-3.5-turbo-0613","gpt-3.5-turbo","gpt-3.5-turbo-16k-0613","gpt-3.5-turbo-16k","gpt-4-0613","gpt-4-32k-0613","gpt-4","gpt-4-32k"],"name":"model_name","advanced":false,"info":"","type":"str","list":true},"n":{"required":false,"placeholder":"","show":false,"multiline":false,"value":1,"password":false,"name":"n","advanced":false,"info":"","type":"int","list":false},"openai_api_base":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"openai_api_base","display_name":"OpenAI API Base","advanced":false,"info":"\nThe base URL of the OpenAI API. Defaults to https://api.openai.com/v1.\n\nYou can change this to use other APIs like JinaChat, LocalAI and Prem.\n","type":"str","list":false},"openai_api_key":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"","password":true,"name":"openai_api_key","display_name":"OpenAI API Key","advanced":false,"info":"","type":"str","list":false},"openai_organization":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"openai_organization","display_name":"OpenAI Organization","advanced":false,"info":"","type":"str","list":false},"openai_proxy":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"openai_proxy","display_name":"OpenAI Proxy","advanced":false,"info":"","type":"str","list":false},"request_timeout":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"request_timeout","advanced":false,"info":"","type":"float","list":false},"streaming":{"required":false,"placeholder":"","show":false,"multiline":false,"value":false,"password":false,"name":"streaming","advanced":false,"info":"","type":"bool","list":false},"tags":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"tags","advanced":false,"info":"","type":"str","list":true},"temperature":{"required":false,"placeholder":"","show":true,"multiline":false,"value":0.7,"password":false,"name":"temperature","advanced":false,"info":"","type":"float","list":false},"tiktoken_model_name":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"tiktoken_model_name","advanced":false,"info":"","type":"str","list":false},"verbose":{"required":false,"placeholder":"","show":false,"multiline":false,"value":false,"password":false,"name":"verbose","advanced":false,"info":"","type":"bool","list":false},"_type":"ChatOpenAI"},"description":"Wrapper around OpenAI Chat large language models.","base_classes":["BaseChatModel","BaseLanguageModel","ChatOpenAI","BaseLLM"],"display_name":"ChatOpenAI","documentation":"https://python.langchain.com/docs/modules/model_io/models/chat/integrations/openai"},"id":"ChatOpenAI-W9iRK","value":null},"selected":false,"positionAbsolute":{"x":1.331899233854756,"y":85.17099820816799},"dragging":false}],"edges":[{"source":"ConversationBufferMemory-whqRw","sourceHandle":"ConversationBufferMemory|ConversationBufferMemory-whqRw|BaseMemory|BaseChatMemory|ConversationBufferMemory","target":"TimeTravelGuideChain-iipCK","targetHandle":"BaseMemory|memory|TimeTravelGuideChain-iipCK","className":"","id":"reactflow__edge-ConversationBufferMemory-whqRwConversationBufferMemory|ConversationBufferMemory-whqRw|BaseMemory|BaseChatMemory|ConversationBufferMemory-TimeTravelGuideChain-iipCKBaseMemory|memory|TimeTravelGuideChain-iipCK","selected":false,"style":{"stroke":"#555555"},"animated":false},{"source":"ConversationBufferMemory-whqRw","sourceHandle":"ConversationBufferMemory|ConversationBufferMemory-whqRw|BaseMemory|BaseChatMemory|ConversationBufferMemory","target":"TimeTravelGuideChain-iipCK","targetHandle":"BaseChatMemory|memory|TimeTravelGuideChain-iipCK","style":{"stroke":"#555555"},"animated":false,"id":"reactflow__edge-ConversationBufferMemory-whqRwConversationBufferMemory|ConversationBufferMemory-whqRw|BaseMemory|BaseChatMemory|ConversationBufferMemory-TimeTravelGuideChain-iipCKBaseChatMemory|memory|TimeTravelGuideChain-iipCK","selected":false,"className":""},{"source":"ChatOpenAI-W9iRK","sourceHandle":"ChatOpenAI|ChatOpenAI-W9iRK|BaseChatModel|BaseLanguageModel|ChatOpenAI|BaseLLM","target":"TimeTravelGuideChain-iipCK","targetHandle":"BaseLanguageModel|llm|TimeTravelGuideChain-iipCK","style":{"stroke":"#555555"},"animated":false,"id":"reactflow__edge-ChatOpenAI-W9iRKChatOpenAI|ChatOpenAI-W9iRK|BaseChatModel|BaseLanguageModel|ChatOpenAI|BaseLLM-TimeTravelGuideChain-iipCKBaseLanguageModel|llm|TimeTravelGuideChain-iipCK","selected":false,"className":""}],"viewport":{"x":305.22806609545114,"y":-6.484065888469672,"zoom":0.8467453123625275}},"id":"47c8f473-829e-4dd5-a964-3dc29b823999"},{"name":"Small Curie","description":"Language Models, Mapped and Mastered.","data":null,"id":"ce1bc625-efc6-43d3-b4a4-1db62ce65ca1"},{"name":"Lively Lavoisier","description":"Your Hub for Text Generation.","data":null,"id":"7d4a3413-a234-48b6-857b-9e45c175d51e"},{"name":"Furious Schrodinger","description":"Powerful Prompts, Perfectly Positioned.","data":null,"id":"3c6cb3bd-1b43-4e03-a1f4-9d82e8365ea2"},{"name":"SerpAPI Tool","description":"An agent that can search the web and answer questions.","data":{"nodes":[{"width":384,"height":597,"id":"OpenAI-sfbFX","type":"genericNode","position":{"x":409.91106009433804,"y":398.0988935763564},"data":{"type":"OpenAI","node":{"template":{"allowed_special":{"required":false,"placeholder":"","show":false,"multiline":false,"value":[],"password":false,"name":"allowed_special","advanced":false,"info":"","type":"Literal'all'","list":true},"callbacks":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"callbacks","advanced":false,"info":"","type":"langchain.callbacks.base.BaseCallbackHandler","list":true},"disallowed_special":{"required":false,"placeholder":"","show":false,"multiline":false,"value":"all","password":false,"name":"disallowed_special","advanced":false,"info":"","type":"Literal'all'","list":false},"batch_size":{"required":false,"placeholder":"","show":false,"multiline":false,"value":20,"password":false,"name":"batch_size","advanced":false,"info":"","type":"int","list":false},"best_of":{"required":false,"placeholder":"","show":false,"multiline":false,"value":1,"password":false,"name":"best_of","advanced":false,"info":"","type":"int","list":false},"cache":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"cache","advanced":false,"info":"","type":"bool","list":false},"client":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"client","advanced":false,"info":"","type":"Any","list":false},"frequency_penalty":{"required":false,"placeholder":"","show":false,"multiline":false,"value":0,"password":false,"name":"frequency_penalty","advanced":false,"info":"","type":"float","list":false},"logit_bias":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"logit_bias","advanced":false,"info":"","type":"code","list":false},"max_retries":{"required":false,"placeholder":"","show":false,"multiline":false,"value":6,"password":false,"name":"max_retries","advanced":false,"info":"","type":"int","list":false},"max_tokens":{"required":false,"placeholder":"","show":true,"multiline":false,"value":256,"password":true,"name":"max_tokens","advanced":false,"info":"","type":"int","list":false},"model_kwargs":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"model_kwargs","advanced":true,"info":"","type":"code","list":false},"model_name":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"text-davinci-003","password":false,"options":["text-davinci-003","text-davinci-002","text-curie-001","text-babbage-001","text-ada-001"],"name":"model_name","advanced":false,"info":"","type":"str","list":true},"n":{"required":false,"placeholder":"","show":false,"multiline":false,"value":1,"password":false,"name":"n","advanced":false,"info":"","type":"int","list":false},"openai_api_base":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"openai_api_base","display_name":"OpenAI API Base","advanced":false,"info":"\nThe base URL of the OpenAI API. Defaults to https://api.openai.com/v1.\n\nYou can change this to use other APIs like JinaChat, LocalAI and Prem.\n","type":"str","list":false},"openai_api_key":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"","password":true,"name":"openai_api_key","display_name":"OpenAI API Key","advanced":false,"info":"","type":"str","list":false},"openai_organization":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"openai_organization","display_name":"OpenAI Organization","advanced":false,"info":"","type":"str","list":false},"openai_proxy":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"openai_proxy","display_name":"OpenAI Proxy","advanced":false,"info":"","type":"str","list":false},"presence_penalty":{"required":false,"placeholder":"","show":false,"multiline":false,"value":0,"password":false,"name":"presence_penalty","advanced":false,"info":"","type":"float","list":false},"request_timeout":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"request_timeout","advanced":false,"info":"","type":"float","list":false},"streaming":{"required":false,"placeholder":"","show":false,"multiline":false,"value":false,"password":false,"name":"streaming","advanced":false,"info":"","type":"bool","list":false},"tags":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"tags","advanced":false,"info":"","type":"str","list":true},"temperature":{"required":false,"placeholder":"","show":true,"multiline":false,"value":0.7,"password":false,"name":"temperature","advanced":false,"info":"","type":"float","list":false},"tiktoken_model_name":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"tiktoken_model_name","advanced":false,"info":"","type":"str","list":false},"top_p":{"required":false,"placeholder":"","show":false,"multiline":false,"value":1,"password":false,"name":"top_p","advanced":false,"info":"","type":"float","list":false},"verbose":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"verbose","advanced":false,"info":"","type":"bool","list":false},"_type":"OpenAI"},"description":"Wrapper around OpenAI large language models.","base_classes":["BaseLLM","BaseOpenAI","BaseLanguageModel","OpenAI"],"display_name":"OpenAI","documentation":"https://python.langchain.com/docs/modules/model_io/models/llms/integrations/openai"},"id":"OpenAI-sfbFX","value":null},"selected":false,"positionAbsolute":{"x":409.91106009433804,"y":398.0988935763564},"dragging":false},{"width":384,"height":307,"id":"LLMChain-trwzH","type":"genericNode","position":{"x":1102.587789663576,"y":-36.47284786009436},"data":{"type":"LLMChain","node":{"template":{"callbacks":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"callbacks","advanced":false,"info":"","type":"langchain.callbacks.base.BaseCallbackHandler","list":true},"llm":{"required":true,"placeholder":"","show":true,"multiline":false,"password":false,"name":"llm","advanced":false,"info":"","type":"BaseLanguageModel","list":false},"memory":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"memory","advanced":false,"info":"","type":"BaseMemory","list":false},"output_parser":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"output_parser","advanced":false,"info":"","type":"BaseLLMOutputParser","list":false},"prompt":{"required":true,"placeholder":"","show":true,"multiline":false,"password":false,"name":"prompt","advanced":false,"info":"","type":"BasePromptTemplate","list":false},"llm_kwargs":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"llm_kwargs","advanced":false,"info":"","type":"code","list":false},"output_key":{"required":true,"placeholder":"","show":true,"multiline":false,"value":"text","password":false,"name":"output_key","advanced":true,"info":"","type":"str","list":false},"return_final_only":{"required":false,"placeholder":"","show":false,"multiline":false,"value":true,"password":false,"name":"return_final_only","advanced":false,"info":"","type":"bool","list":false},"tags":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"tags","advanced":false,"info":"","type":"str","list":true},"verbose":{"required":false,"placeholder":"","show":true,"multiline":false,"value":false,"password":false,"name":"verbose","advanced":true,"info":"","type":"bool","list":false},"_type":"LLMChain"},"description":"Chain to run queries against LLMs.","base_classes":["Chain","LLMChain","function"],"display_name":"LLMChain","documentation":"https://python.langchain.com/docs/modules/chains/foundational/llm_chain"},"id":"LLMChain-trwzH","value":null},"selected":false,"positionAbsolute":{"x":1102.587789663576,"y":-36.47284786009436},"dragging":false},{"width":384,"height":267,"id":"ZeroShotAgent-SUItD","type":"genericNode","position":{"x":1626.1098853758665,"y":147.81903080153683},"data":{"type":"ZeroShotAgent","node":{"template":{"allowed_tools":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"allowed_tools","advanced":false,"info":"","type":"Tool","list":true},"llm_chain":{"required":true,"placeholder":"","show":true,"multiline":false,"password":false,"name":"llm_chain","advanced":false,"info":"","type":"LLMChain","list":false},"output_parser":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"output_parser","advanced":false,"info":"","type":"AgentOutputParser","list":false},"_type":"ZeroShotAgent"},"description":"Agent for the MRKL chain.","base_classes":["Agent","BaseSingleActionAgent","ZeroShotAgent","function"],"display_name":"ZeroShotAgent","documentation":"https://python.langchain.com/docs/modules/agents/how_to/custom_mrkl_agent"},"id":"ZeroShotAgent-SUItD","value":null},"selected":false,"positionAbsolute":{"x":1626.1098853758665,"y":147.81903080153683},"dragging":false},{"width":384,"height":359,"id":"ZeroShotPrompt-O1gr1","type":"genericNode","position":{"x":409.51524635315866,"y":-60.01939553731515},"data":{"type":"ZeroShotPrompt","node":{"template":{"format_instructions":{"required":true,"placeholder":"","show":true,"multiline":true,"value":"Use the following format:\n\nQuestion: the input question you must answer\nThought: you should always think about what to do\nAction: the action to take, should be one of [{tool_names}]\nAction Input: the input to the action\nObservation: the result of the action\n... (this Thought/Action/Action Input/Observation can repeat N times)\nThought: I now know the final answer\nFinal Answer: the final answer to the original input question","password":false,"name":"format_instructions","advanced":false,"info":"","type":"prompt","list":false},"prefix":{"required":false,"placeholder":"","show":true,"multiline":true,"value":"Answer the following questions as best you can. You have access to the following tools:","password":false,"name":"prefix","advanced":false,"info":"","type":"prompt","list":false},"suffix":{"required":true,"placeholder":"","show":true,"multiline":true,"value":"Begin!\n\nQuestion: {input}\nThought:{agent_scratchpad}","password":false,"name":"suffix","advanced":false,"info":"","type":"prompt","list":false},"_type":"ZeroShotPrompt"},"description":"Prompt template for Zero Shot Agent.","base_classes":["BasePromptTemplate"],"display_name":"ZeroShotPrompt","documentation":"https://python.langchain.com/docs/modules/agents/how_to/custom_mrkl_agent"},"id":"ZeroShotPrompt-O1gr1","value":null},"selected":false,"positionAbsolute":{"x":409.51524635315866,"y":-60.01939553731515},"dragging":false},{"width":384,"height":313,"id":"Search-BmJyA","type":"genericNode","position":{"x":1147.466611387235,"y":592.426363268862},"data":{"type":"Search","node":{"template":{"aiosession":{"required":false,"placeholder":"","show":false,"multiline":false,"value":"","password":false,"name":"aiosession","advanced":false,"info":"","type":"str","list":false},"serpapi_api_key":{"required":true,"placeholder":"","show":true,"multiline":false,"value":"","password":true,"name":"serpapi_api_key","advanced":false,"info":"","type":"str","list":false},"_type":"Search"},"description":"A search engine. Useful for when you need to answer questions about current events. Input should be a search query.","base_classes":["Tool"],"display_name":"Search","documentation":""},"id":"Search-BmJyA","value":null},"selected":false,"positionAbsolute":{"x":1147.466611387235,"y":592.426363268862},"dragging":false}],"edges":[{"source":"OpenAI-sfbFX","sourceHandle":"OpenAI|OpenAI-sfbFX|BaseLLM|BaseOpenAI|BaseLanguageModel|OpenAI","target":"LLMChain-trwzH","targetHandle":"BaseLanguageModel|llm|LLMChain-trwzH","className":"","id":"reactflow__edge-OpenAI-sfbFXOpenAI|OpenAI-sfbFX|BaseLLM|BaseOpenAI|BaseLanguageModel|OpenAI-LLMChain-trwzHBaseLanguageModel|llm|LLMChain-trwzH","selected":false,"style":{"stroke":"#555555"},"animated":false},{"source":"LLMChain-trwzH","sourceHandle":"LLMChain|LLMChain-trwzH|Chain|LLMChain|function","target":"ZeroShotAgent-SUItD","targetHandle":"LLMChain|llm_chain|ZeroShotAgent-SUItD","className":"","id":"reactflow__edge-LLMChain-trwzHLLMChain|LLMChain-trwzH|Chain|LLMChain|function-ZeroShotAgent-SUItDLLMChain|llm_chain|ZeroShotAgent-SUItD","selected":false,"style":{"stroke":"#555555"},"animated":false},{"source":"ZeroShotPrompt-O1gr1","sourceHandle":"ZeroShotPrompt|ZeroShotPrompt-O1gr1|BasePromptTemplate","target":"LLMChain-trwzH","targetHandle":"BasePromptTemplate|prompt|LLMChain-trwzH","className":"","id":"reactflow__edge-ZeroShotPrompt-O1gr1ZeroShotPrompt|ZeroShotPrompt-O1gr1|BasePromptTemplate-LLMChain-trwzHBasePromptTemplate|prompt|LLMChain-trwzH","selected":false,"style":{"stroke":"#555555"},"animated":false},{"source":"Search-BmJyA","sourceHandle":"Search|Search-BmJyA|Tool","target":"ZeroShotAgent-SUItD","targetHandle":"Tool|allowed_tools|ZeroShotAgent-SUItD","style":{"stroke":"#555555"},"animated":false,"id":"reactflow__edge-Search-BmJyASearch|Search-BmJyA|Tool-ZeroShotAgent-SUItDTool|allowed_tools|ZeroShotAgent-SUItD","className":""}],"viewport":{"x":-65.21089429045423,"y":95.85854102587501,"zoom":0.697371833175203}},"id":"067f02ec-65f4-4a1b-b6a2-0c72ce4692c1"},{"name":"Quirky Engelbart","description":"Graph Your Way to Great Conversations.","data":null,"id":"469720df-b428-48ba-be86-54accfd554d1"},{"name":"Hilarious Northcutt","description":"Smart Chains, Smarter Conversations.","data":null,"id":"19a47cda-f990-454e-9c82-790684d94d94"},{"name":"Zealous Rosalind","description":"Connect the Dots, Craft Language.","data":null,"id":"ef899fc0-a3c3-4b1f-b9f4-862b7ff3dae1"},{"name":"Delighted Ramanujan","description":"Advanced NLP for Groundbreaking Business Solutions.","data":null,"id":"7095a990-ba74-47b5-8ed0-0d71b6d13740"},{"name":"Basic Chat","description":"Simplest possible chat model","data":{"nodes":[{"width":384,"height":597,"id":"ChatOpenAI-vwjI7","type":"genericNode","position":{"x":228.87326389541306,"y":465.8628482073749},"data":{"type":"ChatOpenAI","node":{"template":{"callbacks":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"callbacks","advanced":false,"info":"","type":"langchain.callbacks.base.BaseCallbackHandler","list":true},"cache":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"cache","advanced":false,"info":"","type":"bool","list":false},"client":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"client","advanced":false,"info":"","type":"Any","list":false},"max_retries":{"required":false,"placeholder":"","show":false,"multiline":false,"value":6,"password":false,"name":"max_retries","advanced":false,"info":"","type":"int","list":false},"max_tokens":{"required":false,"placeholder":"","show":true,"multiline":false,"password":true,"name":"max_tokens","advanced":false,"info":"","type":"int","list":false},"model_kwargs":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"model_kwargs","advanced":true,"info":"","type":"code","list":false},"model_name":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"gpt-3.5-turbo","password":false,"options":["gpt-3.5-turbo-0613","gpt-3.5-turbo","gpt-3.5-turbo-16k-0613","gpt-3.5-turbo-16k","gpt-4-0613","gpt-4-32k-0613","gpt-4","gpt-4-32k"],"name":"model_name","advanced":false,"info":"","type":"str","list":true},"n":{"required":false,"placeholder":"","show":false,"multiline":false,"value":1,"password":false,"name":"n","advanced":false,"info":"","type":"int","list":false},"openai_api_base":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"openai_api_base","display_name":"OpenAI API Base","advanced":false,"info":"\nThe base URL of the OpenAI API. Defaults to https://api.openai.com/v1.\n\nYou can change this to use other APIs like JinaChat, LocalAI and Prem.\n","type":"str","list":false},"openai_api_key":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"","password":true,"name":"openai_api_key","display_name":"OpenAI API Key","advanced":false,"info":"","type":"str","list":false},"openai_organization":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"openai_organization","display_name":"OpenAI Organization","advanced":false,"info":"","type":"str","list":false},"openai_proxy":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"openai_proxy","display_name":"OpenAI Proxy","advanced":false,"info":"","type":"str","list":false},"request_timeout":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"request_timeout","advanced":false,"info":"","type":"float","list":false,"value":60},"streaming":{"required":false,"placeholder":"","show":false,"multiline":false,"value":false,"password":false,"name":"streaming","advanced":false,"info":"","type":"bool","list":false},"tags":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"tags","advanced":false,"info":"","type":"str","list":true},"temperature":{"required":false,"placeholder":"","show":true,"multiline":false,"value":0.7,"password":false,"name":"temperature","advanced":false,"info":"","type":"float","list":false},"tiktoken_model_name":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"tiktoken_model_name","advanced":false,"info":"","type":"str","list":false},"verbose":{"required":false,"placeholder":"","show":false,"multiline":false,"value":false,"password":false,"name":"verbose","advanced":false,"info":"","type":"bool","list":false},"_type":"ChatOpenAI"},"description":"Wrapper around OpenAI Chat large language models.","base_classes":["BaseChatModel","BaseLanguageModel","ChatOpenAI","BaseLLM"],"display_name":"ChatOpenAI","documentation":"https://python.langchain.com/docs/modules/model_io/models/chat/integrations/openai"},"id":"ChatOpenAI-vwjI7","value":null},"selected":false,"dragging":false,"positionAbsolute":{"x":228.87326389541306,"y":465.8628482073749}},{"width":384,"height":287,"id":"ConversationChain-YalTh","type":"genericNode","position":{"x":806,"y":554},"data":{"type":"ConversationChain","node":{"template":{"callbacks":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"callbacks","advanced":false,"info":"","type":"langchain.callbacks.base.BaseCallbackHandler","list":true},"llm":{"required":true,"placeholder":"","show":true,"multiline":false,"password":false,"name":"llm","advanced":false,"info":"","type":"BaseLanguageModel","list":false},"memory":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"memory","advanced":false,"info":"","type":"BaseMemory","list":false},"output_parser":{"required":false,"placeholder":"","show":false,"multiline":false,"value":{"_type":"default"},"password":false,"name":"output_parser","advanced":false,"info":"","type":"BaseLLMOutputParser","list":false},"prompt":{"required":false,"placeholder":"","show":false,"multiline":false,"value":{"input_variables":["history","input"],"output_parser":null,"partial_variables":{},"template":"The following is a friendly conversation between a human and an AI. The AI is talkative and provides lots of specific details from its context. If the AI does not know the answer to a question, it truthfully says it does not know.\n\nCurrent conversation:\n{history}\nHuman: {input}\nAI:","template_format":"f-string","validate_template":true,"_type":"prompt"},"password":false,"name":"prompt","advanced":false,"info":"","type":"BasePromptTemplate","list":false},"input_key":{"required":true,"placeholder":"","show":true,"multiline":false,"value":"input","password":false,"name":"input_key","advanced":true,"info":"","type":"str","list":false},"llm_kwargs":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"llm_kwargs","advanced":false,"info":"","type":"code","list":false},"output_key":{"required":true,"placeholder":"","show":true,"multiline":false,"value":"response","password":false,"name":"output_key","advanced":true,"info":"","type":"str","list":false},"return_final_only":{"required":false,"placeholder":"","show":false,"multiline":false,"value":true,"password":false,"name":"return_final_only","advanced":false,"info":"","type":"bool","list":false},"tags":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"tags","advanced":false,"info":"","type":"str","list":true},"verbose":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"verbose","advanced":true,"info":"","type":"bool","list":false},"_type":"ConversationChain"},"description":"Chain to have a conversation and load context from memory.","base_classes":["ConversationChain","LLMChain","Chain","function"],"display_name":"ConversationChain","documentation":""},"id":"ConversationChain-YalTh","value":null},"selected":true,"dragging":false,"positionAbsolute":{"x":806,"y":554}}],"edges":[{"source":"ChatOpenAI-vwjI7","sourceHandle":"ChatOpenAI|ChatOpenAI-vwjI7|BaseChatModel|BaseLanguageModel|ChatOpenAI|BaseLLM","target":"ConversationChain-YalTh","targetHandle":"BaseLanguageModel|llm|ConversationChain-YalTh","className":"","id":"reactflow__edge-ChatOpenAI-vwjI7ChatOpenAI|ChatOpenAI-vwjI7|BaseChatModel|BaseLanguageModel|ChatOpenAI|BaseLLM-ConversationChain-YalThBaseLanguageModel|llm|ConversationChain-YalTh","style":{"stroke":"#555555"},"animated":false}],"viewport":{"x":389.9096775910921,"y":0.7671274465648139,"zoom":0.5}},"id":"3f4743e8-f3a8-4567-96da-aee14742ee5d"},{"name":"Basic Chat with Prompt and History","description":"A simple chat with a custom prompt template and conversational memory buffer","data":{"nodes":[{"width":384,"height":693,"id":"ChatOpenAI-eLsVB","type":"genericNode","position":{"x":170.87326389541306,"y":465.8628482073749},"data":{"type":"ChatOpenAI","node":{"template":{"callbacks":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"callbacks","advanced":false,"info":"","type":"langchain.callbacks.base.BaseCallbackHandler","list":true},"cache":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"cache","advanced":false,"info":"","type":"bool","list":false},"client":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"client","advanced":false,"info":"","type":"Any","list":false},"max_retries":{"required":false,"placeholder":"","show":false,"multiline":false,"value":6,"password":false,"name":"max_retries","advanced":false,"info":"","type":"int","list":false},"max_tokens":{"required":false,"placeholder":"","show":true,"multiline":false,"password":true,"name":"max_tokens","advanced":false,"info":"","type":"int","list":false},"model_kwargs":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"model_kwargs","advanced":true,"info":"","type":"code","list":false},"model_name":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"gpt-3.5-turbo","password":false,"options":["gpt-3.5-turbo-0613","gpt-3.5-turbo","gpt-3.5-turbo-16k-0613","gpt-3.5-turbo-16k","gpt-4-0613","gpt-4-32k-0613","gpt-4","gpt-4-32k"],"name":"model_name","advanced":false,"info":"","type":"str","list":true},"n":{"required":false,"placeholder":"","show":false,"multiline":false,"value":1,"password":false,"name":"n","advanced":false,"info":"","type":"int","list":false},"openai_api_base":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"openai_api_base","display_name":"OpenAI API Base","advanced":false,"info":"\nThe base URL of the OpenAI API. Defaults to https://api.openai.com/v1.\n\nYou can change this to use other APIs like JinaChat, LocalAI and Prem.\n","type":"str","list":false},"openai_api_key":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"","password":true,"name":"openai_api_key","display_name":"OpenAI API Key","advanced":false,"info":"","type":"str","list":false},"openai_organization":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"openai_organization","display_name":"OpenAI Organization","advanced":false,"info":"","type":"str","list":false},"openai_proxy":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"openai_proxy","display_name":"OpenAI Proxy","advanced":false,"info":"","type":"str","list":false},"request_timeout":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"request_timeout","advanced":false,"info":"","type":"float","list":false,"value":60},"streaming":{"required":false,"placeholder":"","show":false,"multiline":false,"value":false,"password":false,"name":"streaming","advanced":false,"info":"","type":"bool","list":false},"tags":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"tags","advanced":false,"info":"","type":"str","list":true},"temperature":{"required":false,"placeholder":"","show":true,"multiline":false,"value":0.7,"password":false,"name":"temperature","advanced":false,"info":"","type":"float","list":false},"tiktoken_model_name":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"tiktoken_model_name","advanced":false,"info":"","type":"str","list":false},"verbose":{"required":false,"placeholder":"","show":false,"multiline":false,"value":false,"password":false,"name":"verbose","advanced":false,"info":"","type":"bool","list":false},"_type":"ChatOpenAI"},"description":"Wrapper around OpenAI Chat large language models.","base_classes":["BaseChatModel","BaseLanguageModel","ChatOpenAI","BaseLLM"],"display_name":"ChatOpenAI","documentation":"https://python.langchain.com/docs/modules/model_io/models/chat/integrations/openai"},"id":"ChatOpenAI-eLsVB","value":null},"selected":true,"dragging":false,"positionAbsolute":{"x":170.87326389541306,"y":465.8628482073749}},{"width":384,"height":307,"id":"LLMChain-ggLSq","type":"genericNode","position":{"x":1250.1806448178158,"y":588.4657451068704},"data":{"type":"LLMChain","node":{"template":{"callbacks":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"callbacks","advanced":false,"info":"","type":"langchain.callbacks.base.BaseCallbackHandler","list":true},"llm":{"required":true,"placeholder":"","show":true,"multiline":false,"password":false,"name":"llm","advanced":false,"info":"","type":"BaseLanguageModel","list":false},"memory":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"memory","advanced":false,"info":"","type":"BaseMemory","list":false},"output_parser":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"output_parser","advanced":false,"info":"","type":"BaseLLMOutputParser","list":false},"prompt":{"required":true,"placeholder":"","show":true,"multiline":false,"password":false,"name":"prompt","advanced":false,"info":"","type":"BasePromptTemplate","list":false},"llm_kwargs":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"llm_kwargs","advanced":false,"info":"","type":"code","list":false},"output_key":{"required":true,"placeholder":"","show":true,"multiline":false,"value":"text","password":false,"name":"output_key","advanced":true,"info":"","type":"str","list":false},"return_final_only":{"required":false,"placeholder":"","show":false,"multiline":false,"value":true,"password":false,"name":"return_final_only","advanced":false,"info":"","type":"bool","list":false},"tags":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"tags","advanced":false,"info":"","type":"str","list":true},"verbose":{"required":false,"placeholder":"","show":true,"multiline":false,"value":false,"password":false,"name":"verbose","advanced":true,"info":"","type":"bool","list":false},"_type":"LLMChain"},"description":"Chain to run queries against LLMs.","base_classes":["Chain","LLMChain","function"],"display_name":"LLMChain","documentation":"https://python.langchain.com/docs/modules/chains/foundational/llm_chain"},"id":"LLMChain-ggLSq","value":null},"selected":false,"positionAbsolute":{"x":1250.1806448178158,"y":588.4657451068704},"dragging":false},{"width":384,"height":265,"id":"PromptTemplate-86CYY","type":"genericNode","position":{"x":172.18064481781585,"y":67.26574510687044},"data":{"type":"PromptTemplate","node":{"template":{"output_parser":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"output_parser","advanced":false,"info":"","type":"BaseOutputParser","list":false},"input_variables":{"required":true,"placeholder":"","show":false,"multiline":false,"password":false,"name":"input_variables","advanced":false,"info":"","type":"str","list":true},"partial_variables":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"partial_variables","advanced":false,"info":"","type":"code","list":false},"template":{"required":true,"placeholder":"","show":true,"multiline":true,"password":false,"name":"template","advanced":false,"info":"","type":"prompt","list":false,"value":"The following is a friendly conversation between a human and an AI. The AI is talkative and provides lots of specific details from its context. If the AI does not know the answer to a question, it truthfully says it does not know.\n\nCurrent conversation:\n\n{history}\nHuman: {text}\nAI:"},"template_format":{"required":false,"placeholder":"","show":false,"multiline":false,"value":"f-string","password":false,"name":"template_format","advanced":false,"info":"","type":"str","list":false},"validate_template":{"required":false,"placeholder":"","show":false,"multiline":false,"value":true,"password":false,"name":"validate_template","advanced":false,"info":"","type":"bool","list":false},"_type":"PromptTemplate"},"description":"Schema to represent a prompt for an LLM.","base_classes":["PromptTemplate","BasePromptTemplate","StringPromptTemplate"],"display_name":"PromptTemplate","documentation":"https://python.langchain.com/docs/modules/model_io/prompts/prompt_templates/"},"id":"PromptTemplate-86CYY","value":null},"selected":false,"dragging":false,"positionAbsolute":{"x":172.18064481781585,"y":67.26574510687044}},{"width":384,"height":273,"id":"ConversationBufferMemory-hkd8f","type":"genericNode","position":{"x":802.1806448178158,"y":43.265745106870426},"data":{"type":"ConversationBufferMemory","node":{"template":{"chat_memory":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"chat_memory","advanced":false,"info":"","type":"BaseChatMessageHistory","list":false},"ai_prefix":{"required":false,"placeholder":"","show":false,"multiline":false,"value":"AI","password":false,"name":"ai_prefix","advanced":false,"info":"","type":"str","list":false},"human_prefix":{"required":false,"placeholder":"","show":false,"multiline":false,"value":"Human","password":false,"name":"human_prefix","advanced":false,"info":"","type":"str","list":false},"input_key":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"","password":false,"name":"input_key","advanced":false,"info":"","type":"str","list":false},"memory_key":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"history","password":false,"name":"memory_key","advanced":false,"info":"","type":"str","list":false},"output_key":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"","password":false,"name":"output_key","advanced":false,"info":"","type":"str","list":false},"return_messages":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"return_messages","advanced":false,"info":"","type":"bool","list":false},"_type":"ConversationBufferMemory"},"description":"Buffer for storing conversation memory.","base_classes":["BaseMemory","BaseChatMemory","ConversationBufferMemory"],"display_name":"ConversationBufferMemory","documentation":"https://python.langchain.com/docs/modules/memory/how_to/buffer"},"id":"ConversationBufferMemory-hkd8f","value":null},"selected":false,"positionAbsolute":{"x":802.1806448178158,"y":43.265745106870426},"dragging":false}],"edges":[{"source":"ChatOpenAI-eLsVB","sourceHandle":"ChatOpenAI|ChatOpenAI-eLsVB|BaseChatModel|BaseLanguageModel|ChatOpenAI|BaseLLM","target":"LLMChain-ggLSq","targetHandle":"BaseLanguageModel|llm|LLMChain-ggLSq","className":"","id":"reactflow__edge-ChatOpenAI-eLsVBChatOpenAI|ChatOpenAI-eLsVB|BaseChatModel|BaseLanguageModel|ChatOpenAI|BaseLLM-LLMChain-ggLSqBaseLanguageModel|llm|LLMChain-ggLSq","selected":false,"style":{"stroke":"#555555"},"animated":false},{"source":"PromptTemplate-86CYY","sourceHandle":"PromptTemplate|PromptTemplate-86CYY|PromptTemplate|BasePromptTemplate|StringPromptTemplate","target":"LLMChain-ggLSq","targetHandle":"BasePromptTemplate|prompt|LLMChain-ggLSq","className":"","id":"reactflow__edge-PromptTemplate-86CYYPromptTemplate|PromptTemplate-86CYY|PromptTemplate|BasePromptTemplate|StringPromptTemplate-LLMChain-ggLSqBasePromptTemplate|prompt|LLMChain-ggLSq","style":{"stroke":"#555555"},"animated":false},{"source":"ConversationBufferMemory-hkd8f","sourceHandle":"ConversationBufferMemory|ConversationBufferMemory-hkd8f|BaseMemory|BaseChatMemory|ConversationBufferMemory","target":"LLMChain-ggLSq","targetHandle":"BaseMemory|memory|LLMChain-ggLSq","className":"","id":"reactflow__edge-ConversationBufferMemory-hkd8fConversationBufferMemory|ConversationBufferMemory-hkd8f|BaseMemory|BaseChatMemory|ConversationBufferMemory-LLMChain-ggLSqBaseMemory|memory|LLMChain-ggLSq","style":{"stroke":"#555555"},"animated":false}],"viewport":{"x":188.39556390089513,"y":130.05583310649712,"zoom":0.6070974421975234}},"id":"71289801-6599-434b-a226-b4fbc1a4b037"},{"name":"PAL-Math Tool","description":"Agent that can do math using Python as the calculator.","data":{"nodes":[{"width":384,"height":267,"id":"PAL-MATH-Zq0uy","type":"genericNode","position":{"x":1010.2946637653781,"y":489.9545691531438},"data":{"type":"PAL-MATH","node":{"template":{"llm":{"required":true,"placeholder":"","show":true,"multiline":false,"password":false,"name":"llm","advanced":false,"info":"","type":"BaseLanguageModel","list":false},"_type":"PAL-MATH"},"description":"A language model that is really good at solving complex word math problems. Input should be a fully worded hard word math problem.","base_classes":["Tool"],"display_name":"PAL-MATH","documentation":""},"id":"PAL-MATH-Zq0uy","value":null},"selected":true,"positionAbsolute":{"x":1010.2946637653781,"y":489.9545691531438},"dragging":false},{"width":384,"height":611,"id":"ChatOpenAI-VSxIP","type":"genericNode","position":{"x":402.24327814345384,"y":427.253125629099},"data":{"type":"ChatOpenAI","node":{"template":{"callbacks":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"callbacks","advanced":false,"info":"","type":"langchain.callbacks.base.BaseCallbackHandler","list":true},"cache":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"cache","advanced":false,"info":"","type":"bool","list":false},"client":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"client","advanced":false,"info":"","type":"Any","list":false},"max_retries":{"required":false,"placeholder":"","show":false,"multiline":false,"value":6,"password":false,"name":"max_retries","advanced":false,"info":"","type":"int","list":false},"max_tokens":{"required":false,"placeholder":"","show":true,"multiline":false,"password":true,"name":"max_tokens","advanced":false,"info":"","type":"int","list":false},"model_kwargs":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"model_kwargs","advanced":true,"info":"","type":"code","list":false},"model_name":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"gpt-3.5-turbo-0613","password":false,"options":["gpt-3.5-turbo-0613","gpt-3.5-turbo","gpt-3.5-turbo-16k-0613","gpt-3.5-turbo-16k","gpt-4-0613","gpt-4-32k-0613","gpt-4","gpt-4-32k"],"name":"model_name","advanced":false,"info":"","type":"str","list":true},"n":{"required":false,"placeholder":"","show":false,"multiline":false,"value":1,"password":false,"name":"n","advanced":false,"info":"","type":"int","list":false},"openai_api_base":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"openai_api_base","display_name":"OpenAI API Base","advanced":false,"info":"\nThe base URL of the OpenAI API. Defaults to https://api.openai.com/v1.\n\nYou can change this to use other APIs like JinaChat, LocalAI and Prem.\n","type":"str","list":false},"openai_api_key":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"","password":true,"name":"openai_api_key","display_name":"OpenAI API Key","advanced":false,"info":"","type":"str","list":false},"openai_organization":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"openai_organization","display_name":"OpenAI Organization","advanced":false,"info":"","type":"str","list":false},"openai_proxy":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"openai_proxy","display_name":"OpenAI Proxy","advanced":false,"info":"","type":"str","list":false},"request_timeout":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"request_timeout","advanced":false,"info":"","type":"float","list":false},"streaming":{"required":false,"placeholder":"","show":false,"multiline":false,"value":false,"password":false,"name":"streaming","advanced":false,"info":"","type":"bool","list":false},"tags":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"tags","advanced":false,"info":"","type":"str","list":true},"temperature":{"required":false,"placeholder":"","show":true,"multiline":false,"value":0.7,"password":false,"name":"temperature","advanced":false,"info":"","type":"float","list":false},"tiktoken_model_name":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"tiktoken_model_name","advanced":false,"info":"","type":"str","list":false},"verbose":{"required":false,"placeholder":"","show":false,"multiline":false,"value":false,"password":false,"name":"verbose","advanced":false,"info":"","type":"bool","list":false},"_type":"ChatOpenAI"},"description":"Wrapper around OpenAI Chat large language models.","base_classes":["BaseChatModel","BaseLanguageModel","ChatOpenAI","BaseLLM"],"display_name":"ChatOpenAI","documentation":"https://python.langchain.com/docs/modules/model_io/models/chat/integrations/openai"},"id":"ChatOpenAI-VSxIP","value":null},"selected":false,"positionAbsolute":{"x":402.24327814345384,"y":427.253125629099},"dragging":false},{"width":384,"height":387,"id":"AgentInitializer-iI4MD","type":"genericNode","position":{"x":1635.32985960896,"y":625.0980591412003},"data":{"type":"AgentInitializer","node":{"template":{"llm":{"required":true,"placeholder":"","show":true,"multiline":false,"password":false,"name":"llm","display_name":"LLM","advanced":false,"info":"","type":"BaseLanguageModel","list":false},"memory":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"memory","advanced":false,"info":"","type":"BaseChatMemory","list":false},"tools":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"tools","advanced":false,"info":"","type":"Tool","list":true},"agent":{"required":true,"placeholder":"","show":true,"multiline":false,"value":"openai-functions","password":false,"options":["zero-shot-react-description","react-docstore","self-ask-with-search","conversational-react-description","openai-functions","openai-multi-functions"],"name":"agent","advanced":false,"info":"","type":"str","list":true},"_type":"initialize_agent"},"description":"Construct a zero shot agent from an LLM and tools.","base_classes":["AgentExecutor","function"],"display_name":"AgentInitializer","documentation":"https://python.langchain.com/docs/modules/agents/agent_types/"},"id":"AgentInitializer-iI4MD","value":null},"selected":false,"positionAbsolute":{"x":1635.32985960896,"y":625.0980591412003},"dragging":false}],"edges":[{"source":"ChatOpenAI-VSxIP","sourceHandle":"ChatOpenAI|ChatOpenAI-VSxIP|BaseChatModel|BaseLanguageModel|ChatOpenAI|BaseLLM","target":"PAL-MATH-Zq0uy","targetHandle":"BaseLanguageModel|llm|PAL-MATH-Zq0uy","style":{"stroke":"#555555"},"className":"","animated":false,"id":"reactflow__edge-ChatOpenAI-VSxIPChatOpenAI|ChatOpenAI-VSxIP|BaseChatModel|BaseLanguageModel|ChatOpenAI|BaseLLM-PAL-MATH-Zq0uyBaseLanguageModel|llm|PAL-MATH-Zq0uy","selected":false},{"source":"PAL-MATH-Zq0uy","sourceHandle":"PAL-MATH|PAL-MATH-Zq0uy|Tool","target":"AgentInitializer-iI4MD","targetHandle":"Tool|tools|AgentInitializer-iI4MD","style":{"stroke":"#555555"},"className":"","animated":false,"id":"reactflow__edge-PAL-MATH-Zq0uyPAL-MATH|PAL-MATH-Zq0uy|Tool-AgentInitializer-iI4MDTool|tools|AgentInitializer-iI4MD","selected":false},{"source":"ChatOpenAI-VSxIP","sourceHandle":"ChatOpenAI|ChatOpenAI-VSxIP|BaseChatModel|BaseLanguageModel|ChatOpenAI|BaseLLM","target":"AgentInitializer-iI4MD","targetHandle":"BaseLanguageModel|llm|AgentInitializer-iI4MD","style":{"stroke":"#555555"},"className":"","animated":false,"id":"reactflow__edge-ChatOpenAI-VSxIPChatOpenAI|ChatOpenAI-VSxIP|BaseChatModel|BaseLanguageModel|ChatOpenAI|BaseLLM-AgentInitializer-iI4MDBaseLanguageModel|llm|AgentInitializer-iI4MD","selected":false}],"viewport":{"x":12.69735672241805,"y":-38.64835046424753,"zoom":0.5}},"id":"da4c1dd0-e26c-4c06-89e8-90ccb8959faa"},{"name":"Calculator","description":"Simple getting started guide for constructing a calculator with LangChain and LangFlow","data":{"nodes":[{"width":384,"height":247,"id":"Calculator-Pk8am","type":"genericNode","position":{"x":586.2337066098984,"y":100.91360911087611},"data":{"type":"Calculator","node":{"template":{"llm":{"required":true,"placeholder":"","show":true,"multiline":false,"password":false,"name":"llm","advanced":false,"info":"","type":"BaseLanguageModel","list":false},"_type":"Calculator"},"description":"Useful for when you need to answer questions about math.","base_classes":["Tool"],"display_name":"Calculator","documentation":""},"id":"Calculator-Pk8am","value":null},"selected":false,"positionAbsolute":{"x":586.2337066098984,"y":100.91360911087611},"dragging":false},{"width":384,"height":387,"id":"AgentInitializer-3OBkx","type":"genericNode","position":{"x":1135.9804160888425,"y":230.29999999999995},"data":{"type":"AgentInitializer","node":{"template":{"llm":{"required":true,"placeholder":"","show":true,"multiline":false,"password":false,"name":"llm","display_name":"LLM","advanced":false,"info":"","type":"BaseLanguageModel","list":false},"memory":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"memory","advanced":false,"info":"","type":"BaseChatMemory","list":false},"tools":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"tools","advanced":false,"info":"","type":"Tool","list":true},"agent":{"required":true,"placeholder":"","show":true,"multiline":false,"value":"openai-functions","password":false,"options":["zero-shot-react-description","react-docstore","self-ask-with-search","conversational-react-description","openai-functions","openai-multi-functions"],"name":"agent","advanced":false,"info":"","type":"str","list":true},"_type":"initialize_agent"},"description":"Construct a zero shot agent from an LLM and tools.","base_classes":["AgentExecutor","function"],"display_name":"AgentInitializer","documentation":"https://python.langchain.com/docs/modules/agents/agent_types/"},"id":"AgentInitializer-3OBkx","value":null},"selected":false,"positionAbsolute":{"x":1135.9804160888425,"y":230.29999999999995},"dragging":false},{"width":384,"height":611,"id":"ChatOpenAI-6U5VF","type":"genericNode","position":{"x":125.98041608884262,"y":188.29999999999995},"data":{"type":"ChatOpenAI","node":{"template":{"callbacks":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"callbacks","advanced":false,"info":"","type":"langchain.callbacks.base.BaseCallbackHandler","list":true},"cache":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"cache","advanced":false,"info":"","type":"bool","list":false},"client":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"client","advanced":false,"info":"","type":"Any","list":false},"max_retries":{"required":false,"placeholder":"","show":false,"multiline":false,"value":6,"password":false,"name":"max_retries","advanced":false,"info":"","type":"int","list":false},"max_tokens":{"required":false,"placeholder":"","show":true,"multiline":false,"password":true,"name":"max_tokens","advanced":false,"info":"","type":"int","list":false},"model_kwargs":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"model_kwargs","advanced":true,"info":"","type":"code","list":false},"model_name":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"gpt-3.5-turbo-0613","password":false,"options":["gpt-3.5-turbo-0613","gpt-3.5-turbo","gpt-3.5-turbo-16k-0613","gpt-3.5-turbo-16k","gpt-4-0613","gpt-4-32k-0613","gpt-4","gpt-4-32k"],"name":"model_name","advanced":false,"info":"","type":"str","list":true},"n":{"required":false,"placeholder":"","show":false,"multiline":false,"value":1,"password":false,"name":"n","advanced":false,"info":"","type":"int","list":false},"openai_api_base":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"openai_api_base","display_name":"OpenAI API Base","advanced":false,"info":"\nThe base URL of the OpenAI API. Defaults to https://api.openai.com/v1.\n\nYou can change this to use other APIs like JinaChat, LocalAI and Prem.\n","type":"str","list":false},"openai_api_key":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"","password":true,"name":"openai_api_key","display_name":"OpenAI API Key","advanced":false,"info":"","type":"str","list":false},"openai_organization":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"openai_organization","display_name":"OpenAI Organization","advanced":false,"info":"","type":"str","list":false},"openai_proxy":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"openai_proxy","display_name":"OpenAI Proxy","advanced":false,"info":"","type":"str","list":false},"request_timeout":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"request_timeout","advanced":false,"info":"","type":"float","list":false},"streaming":{"required":false,"placeholder":"","show":false,"multiline":false,"value":false,"password":false,"name":"streaming","advanced":false,"info":"","type":"bool","list":false},"tags":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"tags","advanced":false,"info":"","type":"str","list":true},"temperature":{"required":false,"placeholder":"","show":true,"multiline":false,"value":0.7,"password":false,"name":"temperature","advanced":false,"info":"","type":"float","list":false},"tiktoken_model_name":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"tiktoken_model_name","advanced":false,"info":"","type":"str","list":false},"verbose":{"required":false,"placeholder":"","show":false,"multiline":false,"value":false,"password":false,"name":"verbose","advanced":false,"info":"","type":"bool","list":false},"_type":"ChatOpenAI"},"description":"Wrapper around OpenAI Chat large language models.","base_classes":["BaseChatModel","BaseLanguageModel","ChatOpenAI","BaseLLM"],"display_name":"ChatOpenAI","documentation":"https://python.langchain.com/docs/modules/model_io/models/chat/integrations/openai"},"id":"ChatOpenAI-6U5VF","value":null},"selected":false,"positionAbsolute":{"x":125.98041608884262,"y":188.29999999999995},"dragging":false}],"edges":[{"source":"Calculator-Pk8am","sourceHandle":"Calculator|Calculator-Pk8am|Tool","target":"AgentInitializer-3OBkx","targetHandle":"Tool|tools|AgentInitializer-3OBkx","style":{"stroke":"#555555"},"className":"","animated":false,"id":"reactflow__edge-Calculator-Pk8amCalculator|Calculator-Pk8am|Tool-AgentInitializer-3OBkxTool|tools|AgentInitializer-3OBkx","selected":false},{"source":"ChatOpenAI-6U5VF","sourceHandle":"ChatOpenAI|ChatOpenAI-6U5VF|BaseChatModel|BaseLanguageModel|ChatOpenAI|BaseLLM","target":"Calculator-Pk8am","targetHandle":"BaseLanguageModel|llm|Calculator-Pk8am","style":{"stroke":"#555555"},"className":"","animated":false,"id":"reactflow__edge-ChatOpenAI-6U5VFChatOpenAI|ChatOpenAI-6U5VF|BaseChatModel|BaseLanguageModel|ChatOpenAI|BaseLLM-Calculator-Pk8amBaseLanguageModel|llm|Calculator-Pk8am","selected":false},{"source":"ChatOpenAI-6U5VF","sourceHandle":"ChatOpenAI|ChatOpenAI-6U5VF|BaseChatModel|BaseLanguageModel|ChatOpenAI|BaseLLM","target":"AgentInitializer-3OBkx","targetHandle":"BaseLanguageModel|llm|AgentInitializer-3OBkx","style":{"stroke":"#555555"},"className":"","animated":false,"id":"reactflow__edge-ChatOpenAI-6U5VFChatOpenAI|ChatOpenAI-6U5VF|BaseChatModel|BaseLanguageModel|ChatOpenAI|BaseLLM-AgentInitializer-3OBkxBaseLanguageModel|llm|AgentInitializer-3OBkx","selected":false}],"viewport":{"x":148.036432053203,"y":67.39592859107427,"zoom":0.5175978215565387}},"id":"e0b6101d-a86b-4734-a49b-3a2710eb0b44"},{"name":"SerpAPI Tool","description":"An agent that can search the web and answer questions.","data":{"nodes":[{"width":384,"height":597,"id":"OpenAI-j4a24","type":"genericNode","position":{"x":409.91106009433804,"y":398.0988935763564},"data":{"type":"OpenAI","node":{"template":{"allowed_special":{"required":false,"placeholder":"","show":false,"multiline":false,"value":[],"password":false,"name":"allowed_special","advanced":false,"info":"","type":"Literal'all'","list":true},"callbacks":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"callbacks","advanced":false,"info":"","type":"langchain.callbacks.base.BaseCallbackHandler","list":true},"disallowed_special":{"required":false,"placeholder":"","show":false,"multiline":false,"value":"all","password":false,"name":"disallowed_special","advanced":false,"info":"","type":"Literal'all'","list":false},"batch_size":{"required":false,"placeholder":"","show":false,"multiline":false,"value":20,"password":false,"name":"batch_size","advanced":false,"info":"","type":"int","list":false},"best_of":{"required":false,"placeholder":"","show":false,"multiline":false,"value":1,"password":false,"name":"best_of","advanced":false,"info":"","type":"int","list":false},"cache":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"cache","advanced":false,"info":"","type":"bool","list":false},"client":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"client","advanced":false,"info":"","type":"Any","list":false},"frequency_penalty":{"required":false,"placeholder":"","show":false,"multiline":false,"value":0,"password":false,"name":"frequency_penalty","advanced":false,"info":"","type":"float","list":false},"logit_bias":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"logit_bias","advanced":false,"info":"","type":"code","list":false},"max_retries":{"required":false,"placeholder":"","show":false,"multiline":false,"value":6,"password":false,"name":"max_retries","advanced":false,"info":"","type":"int","list":false},"max_tokens":{"required":false,"placeholder":"","show":true,"multiline":false,"value":256,"password":true,"name":"max_tokens","advanced":false,"info":"","type":"int","list":false},"model_kwargs":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"model_kwargs","advanced":true,"info":"","type":"code","list":false},"model_name":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"text-davinci-003","password":false,"options":["text-davinci-003","text-davinci-002","text-curie-001","text-babbage-001","text-ada-001"],"name":"model_name","advanced":false,"info":"","type":"str","list":true},"n":{"required":false,"placeholder":"","show":false,"multiline":false,"value":1,"password":false,"name":"n","advanced":false,"info":"","type":"int","list":false},"openai_api_base":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"openai_api_base","display_name":"OpenAI API Base","advanced":false,"info":"\nThe base URL of the OpenAI API. Defaults to https://api.openai.com/v1.\n\nYou can change this to use other APIs like JinaChat, LocalAI and Prem.\n","type":"str","list":false},"openai_api_key":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"","password":true,"name":"openai_api_key","display_name":"OpenAI API Key","advanced":false,"info":"","type":"str","list":false},"openai_organization":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"openai_organization","display_name":"OpenAI Organization","advanced":false,"info":"","type":"str","list":false},"openai_proxy":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"openai_proxy","display_name":"OpenAI Proxy","advanced":false,"info":"","type":"str","list":false},"presence_penalty":{"required":false,"placeholder":"","show":false,"multiline":false,"value":0,"password":false,"name":"presence_penalty","advanced":false,"info":"","type":"float","list":false},"request_timeout":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"request_timeout","advanced":false,"info":"","type":"float","list":false},"streaming":{"required":false,"placeholder":"","show":false,"multiline":false,"value":false,"password":false,"name":"streaming","advanced":false,"info":"","type":"bool","list":false},"tags":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"tags","advanced":false,"info":"","type":"str","list":true},"temperature":{"required":false,"placeholder":"","show":true,"multiline":false,"value":0.7,"password":false,"name":"temperature","advanced":false,"info":"","type":"float","list":false},"tiktoken_model_name":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"tiktoken_model_name","advanced":false,"info":"","type":"str","list":false},"top_p":{"required":false,"placeholder":"","show":false,"multiline":false,"value":1,"password":false,"name":"top_p","advanced":false,"info":"","type":"float","list":false},"verbose":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"verbose","advanced":false,"info":"","type":"bool","list":false},"_type":"OpenAI"},"description":"Wrapper around OpenAI large language models.","base_classes":["BaseLLM","BaseOpenAI","BaseLanguageModel","OpenAI"],"display_name":"OpenAI","documentation":"https://python.langchain.com/docs/modules/model_io/models/llms/integrations/openai"},"id":"OpenAI-j4a24","value":null},"selected":false,"positionAbsolute":{"x":409.91106009433804,"y":398.0988935763564},"dragging":false},{"width":384,"height":307,"id":"LLMChain-WWpzi","type":"genericNode","position":{"x":1102.587789663576,"y":-36.47284786009436},"data":{"type":"LLMChain","node":{"template":{"callbacks":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"callbacks","advanced":false,"info":"","type":"langchain.callbacks.base.BaseCallbackHandler","list":true},"llm":{"required":true,"placeholder":"","show":true,"multiline":false,"password":false,"name":"llm","advanced":false,"info":"","type":"BaseLanguageModel","list":false},"memory":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"memory","advanced":false,"info":"","type":"BaseMemory","list":false},"output_parser":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"output_parser","advanced":false,"info":"","type":"BaseLLMOutputParser","list":false},"prompt":{"required":true,"placeholder":"","show":true,"multiline":false,"password":false,"name":"prompt","advanced":false,"info":"","type":"BasePromptTemplate","list":false},"llm_kwargs":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"llm_kwargs","advanced":false,"info":"","type":"code","list":false},"output_key":{"required":true,"placeholder":"","show":true,"multiline":false,"value":"text","password":false,"name":"output_key","advanced":true,"info":"","type":"str","list":false},"return_final_only":{"required":false,"placeholder":"","show":false,"multiline":false,"value":true,"password":false,"name":"return_final_only","advanced":false,"info":"","type":"bool","list":false},"tags":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"tags","advanced":false,"info":"","type":"str","list":true},"verbose":{"required":false,"placeholder":"","show":true,"multiline":false,"value":false,"password":false,"name":"verbose","advanced":true,"info":"","type":"bool","list":false},"_type":"LLMChain"},"description":"Chain to run queries against LLMs.","base_classes":["Chain","LLMChain","function"],"display_name":"LLMChain","documentation":"https://python.langchain.com/docs/modules/chains/foundational/llm_chain"},"id":"LLMChain-WWpzi","value":null},"selected":false,"positionAbsolute":{"x":1102.587789663576,"y":-36.47284786009436},"dragging":false},{"width":384,"height":267,"id":"ZeroShotAgent-0wurZ","type":"genericNode","position":{"x":1626.1098853758665,"y":147.81903080153683},"data":{"type":"ZeroShotAgent","node":{"template":{"allowed_tools":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"allowed_tools","advanced":false,"info":"","type":"Tool","list":true},"llm_chain":{"required":true,"placeholder":"","show":true,"multiline":false,"password":false,"name":"llm_chain","advanced":false,"info":"","type":"LLMChain","list":false},"output_parser":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"output_parser","advanced":false,"info":"","type":"AgentOutputParser","list":false},"_type":"ZeroShotAgent"},"description":"Agent for the MRKL chain.","base_classes":["Agent","BaseSingleActionAgent","ZeroShotAgent","function"],"display_name":"ZeroShotAgent","documentation":"https://python.langchain.com/docs/modules/agents/how_to/custom_mrkl_agent"},"id":"ZeroShotAgent-0wurZ","value":null},"selected":false,"positionAbsolute":{"x":1626.1098853758665,"y":147.81903080153683},"dragging":false},{"width":384,"height":359,"id":"ZeroShotPrompt-qyhMe","type":"genericNode","position":{"x":409.51524635315866,"y":-60.01939553731515},"data":{"type":"ZeroShotPrompt","node":{"template":{"format_instructions":{"required":true,"placeholder":"","show":true,"multiline":true,"value":"Use the following format:\n\nQuestion: the input question you must answer\nThought: you should always think about what to do\nAction: the action to take, should be one of [{tool_names}]\nAction Input: the input to the action\nObservation: the result of the action\n... (this Thought/Action/Action Input/Observation can repeat N times)\nThought: I now know the final answer\nFinal Answer: the final answer to the original input question","password":false,"name":"format_instructions","advanced":false,"info":"","type":"prompt","list":false},"prefix":{"required":false,"placeholder":"","show":true,"multiline":true,"value":"Answer the following questions as best you can. You have access to the following tools:","password":false,"name":"prefix","advanced":false,"info":"","type":"prompt","list":false},"suffix":{"required":true,"placeholder":"","show":true,"multiline":true,"value":"Begin!\n\nQuestion: {input}\nThought:{agent_scratchpad}","password":false,"name":"suffix","advanced":false,"info":"","type":"prompt","list":false},"_type":"ZeroShotPrompt"},"description":"Prompt template for Zero Shot Agent.","base_classes":["BasePromptTemplate"],"display_name":"ZeroShotPrompt","documentation":"https://python.langchain.com/docs/modules/agents/how_to/custom_mrkl_agent"},"id":"ZeroShotPrompt-qyhMe","value":null},"selected":false,"positionAbsolute":{"x":409.51524635315866,"y":-60.01939553731515},"dragging":false},{"width":384,"height":313,"id":"Search-pwSA5","type":"genericNode","position":{"x":1147.466611387235,"y":592.426363268862},"data":{"type":"Search","node":{"template":{"aiosession":{"required":false,"placeholder":"","show":false,"multiline":false,"value":"","password":false,"name":"aiosession","advanced":false,"info":"","type":"str","list":false},"serpapi_api_key":{"required":true,"placeholder":"","show":true,"multiline":false,"value":"","password":true,"name":"serpapi_api_key","advanced":false,"info":"","type":"str","list":false},"_type":"Search"},"description":"A search engine. Useful for when you need to answer questions about current events. Input should be a search query.","base_classes":["Tool"],"display_name":"Search","documentation":""},"id":"Search-pwSA5","value":null},"selected":false,"positionAbsolute":{"x":1147.466611387235,"y":592.426363268862},"dragging":false}],"edges":[{"source":"OpenAI-j4a24","sourceHandle":"OpenAI|OpenAI-j4a24|BaseLLM|BaseOpenAI|BaseLanguageModel|OpenAI","target":"LLMChain-WWpzi","targetHandle":"BaseLanguageModel|llm|LLMChain-WWpzi","className":"","id":"reactflow__edge-OpenAI-j4a24OpenAI|OpenAI-j4a24|BaseLLM|BaseOpenAI|BaseLanguageModel|OpenAI-LLMChain-WWpziBaseLanguageModel|llm|LLMChain-WWpzi","selected":false,"style":{"stroke":"#555555"},"animated":false},{"source":"LLMChain-WWpzi","sourceHandle":"LLMChain|LLMChain-WWpzi|Chain|LLMChain|function","target":"ZeroShotAgent-0wurZ","targetHandle":"LLMChain|llm_chain|ZeroShotAgent-0wurZ","className":"","id":"reactflow__edge-LLMChain-WWpziLLMChain|LLMChain-WWpzi|Chain|LLMChain|function-ZeroShotAgent-0wurZLLMChain|llm_chain|ZeroShotAgent-0wurZ","selected":false,"style":{"stroke":"#555555"},"animated":false},{"source":"ZeroShotPrompt-qyhMe","sourceHandle":"ZeroShotPrompt|ZeroShotPrompt-qyhMe|BasePromptTemplate","target":"LLMChain-WWpzi","targetHandle":"BasePromptTemplate|prompt|LLMChain-WWpzi","className":"","id":"reactflow__edge-ZeroShotPrompt-qyhMeZeroShotPrompt|ZeroShotPrompt-qyhMe|BasePromptTemplate-LLMChain-WWpziBasePromptTemplate|prompt|LLMChain-WWpzi","selected":false,"style":{"stroke":"#555555"},"animated":false},{"source":"Search-pwSA5","sourceHandle":"Search|Search-pwSA5|Tool","target":"ZeroShotAgent-0wurZ","targetHandle":"Tool|allowed_tools|ZeroShotAgent-0wurZ","style":{"stroke":"#555555"},"animated":false,"id":"reactflow__edge-Search-pwSA5Search|Search-pwSA5|Tool-ZeroShotAgent-0wurZTool|allowed_tools|ZeroShotAgent-0wurZ","className":""}],"viewport":{"x":-65.21089429045423,"y":95.85854102587501,"zoom":0.697371833175203}},"id":"39fc8362-9c28-43a1-8645-e620d3ef2da9"},{"name":"JSON Agent","description":"Query an API spec to get information about the endpoints, parameters, and responses.","data":{"nodes":[{"width":384,"height":227,"id":"JsonToolkit-ZhVLe","type":"genericNode","position":{"x":1187.2084622072437,"y":116.13738146259979},"data":{"type":"JsonToolkit","node":{"template":{"spec":{"required":true,"placeholder":"","show":true,"multiline":false,"password":false,"name":"spec","advanced":false,"info":"","type":"JsonSpec","list":false},"_type":"JsonToolkit"},"description":"Toolkit for interacting with a JSON spec.","base_classes":["BaseToolkit","JsonToolkit","Tool"],"display_name":"JsonToolkit","documentation":""},"id":"JsonToolkit-ZhVLe","value":null},"selected":false,"positionAbsolute":{"x":1187.2084622072437,"y":116.13738146259979},"dragging":false},{"width":384,"height":267,"id":"JsonAgent-sOj70","type":"genericNode","position":{"x":1659.6395547893094,"y":397.52506741326164},"data":{"type":"JsonAgent","node":{"template":{"llm":{"required":true,"placeholder":"","show":true,"multiline":false,"password":false,"name":"llm","display_name":"LLM","advanced":false,"info":"","type":"BaseLanguageModel","list":false},"toolkit":{"required":true,"placeholder":"","show":true,"multiline":false,"password":false,"name":"toolkit","advanced":false,"info":"","type":"BaseToolkit","list":false},"_type":"json_agent"},"description":"Construct a json agent from an LLM and tools.","base_classes":["AgentExecutor"],"display_name":"JsonAgent","documentation":"https://python.langchain.com/docs/modules/agents/toolkits/openapi"},"id":"JsonAgent-sOj70","value":null},"selected":false,"positionAbsolute":{"x":1659.6395547893094,"y":397.52506741326164},"dragging":false},{"width":384,"height":597,"id":"OpenAI-AUR8K","type":"genericNode","position":{"x":664.5046837368179,"y":351.4165918614485},"data":{"type":"OpenAI","node":{"template":{"allowed_special":{"required":false,"placeholder":"","show":false,"multiline":false,"value":[],"password":false,"name":"allowed_special","advanced":false,"info":"","type":"Literal'all'","list":true},"callbacks":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"callbacks","advanced":false,"info":"","type":"langchain.callbacks.base.BaseCallbackHandler","list":true},"disallowed_special":{"required":false,"placeholder":"","show":false,"multiline":false,"value":"all","password":false,"name":"disallowed_special","advanced":false,"info":"","type":"Literal'all'","list":false},"batch_size":{"required":false,"placeholder":"","show":false,"multiline":false,"value":20,"password":false,"name":"batch_size","advanced":false,"info":"","type":"int","list":false},"best_of":{"required":false,"placeholder":"","show":false,"multiline":false,"value":1,"password":false,"name":"best_of","advanced":false,"info":"","type":"int","list":false},"cache":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"cache","advanced":false,"info":"","type":"bool","list":false},"client":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"client","advanced":false,"info":"","type":"Any","list":false},"frequency_penalty":{"required":false,"placeholder":"","show":false,"multiline":false,"value":0,"password":false,"name":"frequency_penalty","advanced":false,"info":"","type":"float","list":false},"logit_bias":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"logit_bias","advanced":false,"info":"","type":"code","list":false},"max_retries":{"required":false,"placeholder":"","show":false,"multiline":false,"value":6,"password":false,"name":"max_retries","advanced":false,"info":"","type":"int","list":false},"max_tokens":{"required":false,"placeholder":"","show":true,"multiline":false,"value":256,"password":true,"name":"max_tokens","advanced":false,"info":"","type":"int","list":false},"model_kwargs":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"model_kwargs","advanced":true,"info":"","type":"code","list":false},"model_name":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"text-davinci-003","password":false,"options":["text-davinci-003","text-davinci-002","text-curie-001","text-babbage-001","text-ada-001"],"name":"model_name","advanced":false,"info":"","type":"str","list":true},"n":{"required":false,"placeholder":"","show":false,"multiline":false,"value":1,"password":false,"name":"n","advanced":false,"info":"","type":"int","list":false},"openai_api_base":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"openai_api_base","display_name":"OpenAI API Base","advanced":false,"info":"\nThe base URL of the OpenAI API. Defaults to https://api.openai.com/v1.\n\nYou can change this to use other APIs like JinaChat, LocalAI and Prem.\n","type":"str","list":false},"openai_api_key":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"","password":true,"name":"openai_api_key","display_name":"OpenAI API Key","advanced":false,"info":"","type":"str","list":false},"openai_organization":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"openai_organization","display_name":"OpenAI Organization","advanced":false,"info":"","type":"str","list":false},"openai_proxy":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"openai_proxy","display_name":"OpenAI Proxy","advanced":false,"info":"","type":"str","list":false},"presence_penalty":{"required":false,"placeholder":"","show":false,"multiline":false,"value":0,"password":false,"name":"presence_penalty","advanced":false,"info":"","type":"float","list":false},"request_timeout":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"request_timeout","advanced":false,"info":"","type":"float","list":false},"streaming":{"required":false,"placeholder":"","show":false,"multiline":false,"value":false,"password":false,"name":"streaming","advanced":false,"info":"","type":"bool","list":false},"tags":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"tags","advanced":false,"info":"","type":"str","list":true},"temperature":{"required":false,"placeholder":"","show":true,"multiline":false,"value":0.7,"password":false,"name":"temperature","advanced":false,"info":"","type":"float","list":false},"tiktoken_model_name":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"tiktoken_model_name","advanced":false,"info":"","type":"str","list":false},"top_p":{"required":false,"placeholder":"","show":false,"multiline":false,"value":1,"password":false,"name":"top_p","advanced":false,"info":"","type":"float","list":false},"verbose":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"verbose","advanced":false,"info":"","type":"bool","list":false},"_type":"OpenAI"},"description":"Wrapper around OpenAI large language models.","base_classes":["BaseLLM","BaseOpenAI","BaseLanguageModel","OpenAI"],"display_name":"OpenAI","documentation":"https://python.langchain.com/docs/modules/model_io/models/llms/integrations/openai"},"id":"OpenAI-AUR8K","value":null},"selected":false,"positionAbsolute":{"x":664.5046837368179,"y":351.4165918614485},"dragging":false},{"width":384,"height":323,"id":"JsonSpec-sJEl8","type":"genericNode","position":{"x":644.1239078947345,"y":-74.06644565448788},"data":{"type":"JsonSpec","node":{"template":{"path":{"required":true,"placeholder":"","show":true,"multiline":false,"value":"","suffixes":[".json",".yaml",".yml"],"password":false,"name":"path","advanced":false,"info":"","type":"file","list":false,"fileTypes":["json","yaml","yml"],"file_path":null},"max_value_length":{"required":true,"placeholder":"","show":true,"multiline":false,"value":"","password":false,"name":"max_value_length","advanced":false,"info":"","type":"int","list":false},"_type":"JsonSpec"},"description":"","base_classes":["Tool","JsonSpec"],"display_name":"JsonSpec","documentation":""},"id":"JsonSpec-sJEl8","value":null},"selected":false,"positionAbsolute":{"x":644.1239078947345,"y":-74.06644565448788},"dragging":false}],"edges":[{"source":"JsonToolkit-ZhVLe","sourceHandle":"JsonToolkit|JsonToolkit-ZhVLe|BaseToolkit|JsonToolkit|Tool","target":"JsonAgent-sOj70","targetHandle":"BaseToolkit|toolkit|JsonAgent-sOj70","className":"","id":"reactflow__edge-JsonToolkit-ZhVLeJsonToolkit|JsonToolkit-ZhVLe|BaseToolkit|JsonToolkit|Tool-JsonAgent-sOj70BaseToolkit|toolkit|JsonAgent-sOj70","selected":false,"style":{"stroke":"#555555"},"animated":false},{"source":"OpenAI-AUR8K","sourceHandle":"OpenAI|OpenAI-AUR8K|BaseLLM|BaseOpenAI|BaseLanguageModel|OpenAI","target":"JsonAgent-sOj70","targetHandle":"BaseLanguageModel|llm|JsonAgent-sOj70","className":"","id":"reactflow__edge-OpenAI-AUR8KOpenAI|OpenAI-AUR8K|BaseLLM|BaseOpenAI|BaseLanguageModel|OpenAI-JsonAgent-sOj70BaseLanguageModel|llm|JsonAgent-sOj70","selected":false,"style":{"stroke":"#555555"},"animated":false},{"source":"JsonSpec-sJEl8","sourceHandle":"JsonSpec|JsonSpec-sJEl8|Tool|JsonSpec","target":"JsonToolkit-ZhVLe","targetHandle":"JsonSpec|spec|JsonToolkit-ZhVLe","style":{"stroke":"#555555"},"animated":false,"id":"reactflow__edge-JsonSpec-sJEl8JsonSpec|JsonSpec-sJEl8|Tool|JsonSpec-JsonToolkit-ZhVLeJsonSpec|spec|JsonToolkit-ZhVLe","selected":false,"className":""}],"viewport":{"x":-258.1938704405271,"y":118.65185298284183,"zoom":0.697371833175204}},"id":"f29654f9-a896-4b2a-8c18-97c478c77a1d"},{"name":"CSV Loader","description":"A Chain that loads a CSV file and queries it for answers","data":{"nodes":[{"width":384,"height":489,"id":"CharacterTextSplitter-DqtaA","type":"genericNode","position":{"x":396.8077856495644,"y":223.0804236237455},"data":{"type":"CharacterTextSplitter","node":{"template":{"documents":{"required":true,"placeholder":"","show":true,"multiline":false,"password":false,"name":"documents","advanced":false,"info":"","type":"BaseLoader","list":false},"chunk_overlap":{"required":true,"placeholder":"","show":true,"multiline":false,"value":200,"password":false,"name":"chunk_overlap","display_name":"Chunk Overlap","advanced":false,"info":"","type":"int","list":false},"chunk_size":{"required":true,"placeholder":"","show":true,"multiline":false,"value":4000,"password":false,"name":"chunk_size","display_name":"Chunk Size","advanced":false,"info":"","type":"int","list":false},"separator":{"required":true,"placeholder":"","show":true,"multiline":false,"value":".","password":false,"name":"separator","display_name":"Separator","advanced":false,"info":"","type":"str","list":false},"_type":"CharacterTextSplitter"},"description":"Implementation of splitting text that looks at characters.","base_classes":["CharacterTextSplitter","BaseDocumentTransformer","TextSplitter"],"display_name":"CharacterTextSplitter","documentation":"https://python.langchain.com/docs/modules/data_connection/document_transformers/text_splitters/character_text_splitter"},"id":"CharacterTextSplitter-DqtaA","value":null},"selected":false,"positionAbsolute":{"x":396.8077856495644,"y":223.0804236237455},"dragging":false},{"width":384,"height":273,"id":"OpenAIEmbeddings-ERzH9","type":"genericNode","position":{"x":400.7197772556631,"y":830.7387312650183},"data":{"type":"OpenAIEmbeddings","node":{"template":{"allowed_special":{"required":false,"placeholder":"","show":true,"multiline":false,"value":[],"password":false,"name":"allowed_special","advanced":true,"info":"","type":"Literal'all'","list":true},"disallowed_special":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"all","password":false,"name":"disallowed_special","advanced":true,"info":"","type":"Literal'all'","list":true},"chunk_size":{"required":false,"placeholder":"","show":true,"multiline":false,"value":1000,"password":false,"name":"chunk_size","advanced":true,"info":"","type":"int","list":false},"client":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"client","advanced":true,"info":"","type":"Any","list":false},"deployment":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"text-embedding-ada-002","password":false,"name":"deployment","advanced":true,"info":"","type":"str","list":false},"embedding_ctx_length":{"required":false,"placeholder":"","show":true,"multiline":false,"value":-1,"password":false,"name":"embedding_ctx_length","advanced":true,"info":"","type":"int","list":false},"headers":{"required":false,"placeholder":"","show":false,"multiline":true,"value":"{'Authorization':\n 'Bearer '}","password":false,"name":"headers","advanced":true,"info":"","type":"Any","list":false},"max_retries":{"required":false,"placeholder":"","show":true,"multiline":false,"value":6,"password":false,"name":"max_retries","advanced":true,"info":"","type":"int","list":false},"model":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"text-embedding-ada-002","password":false,"name":"model","advanced":true,"info":"","type":"str","list":false},"openai_api_base":{"required":false,"placeholder":"","show":true,"multiline":false,"password":true,"name":"openai_api_base","display_name":"OpenAI API Base","advanced":true,"info":"","type":"str","list":false},"openai_api_key":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"","password":true,"name":"openai_api_key","display_name":"OpenAI API Key","advanced":false,"info":"","type":"str","list":false},"openai_api_type":{"required":false,"placeholder":"","show":true,"multiline":false,"password":true,"name":"openai_api_type","display_name":"OpenAI API Type","advanced":true,"info":"","type":"str","list":false},"openai_api_version":{"required":false,"placeholder":"","show":true,"multiline":false,"password":true,"name":"openai_api_version","display_name":"OpenAI API Version","advanced":true,"info":"","type":"str","list":false},"openai_organization":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"openai_organization","display_name":"OpenAI Organization","advanced":true,"info":"","type":"str","list":false},"openai_proxy":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"openai_proxy","display_name":"OpenAI Proxy","advanced":true,"info":"","type":"str","list":false},"request_timeout":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"request_timeout","advanced":true,"info":"","type":"float","list":false},"tiktoken_model_name":{"required":false,"placeholder":"","show":true,"multiline":false,"password":true,"name":"tiktoken_model_name","advanced":false,"info":"","type":"str","list":false},"_type":"OpenAIEmbeddings"},"description":"Wrapper around OpenAI embedding models.","base_classes":["OpenAIEmbeddings","Embeddings"],"display_name":"OpenAIEmbeddings","documentation":"https://python.langchain.com/docs/modules/data_connection/text_embedding/integrations/openai"},"id":"OpenAIEmbeddings-ERzH9","value":null},"selected":false,"positionAbsolute":{"x":400.7197772556631,"y":830.7387312650183},"dragging":false},{"width":384,"height":399,"id":"VectorStoreInfo-gNDGX","type":"genericNode","position":{"x":1260.124354900933,"y":190.75414650725997},"data":{"type":"VectorStoreInfo","node":{"template":{"vectorstore":{"required":true,"placeholder":"","show":true,"multiline":false,"password":false,"name":"vectorstore","advanced":false,"info":"","type":"VectorStore","list":false},"description":{"required":true,"placeholder":"","show":true,"multiline":true,"password":false,"name":"description","advanced":false,"info":"","type":"str","list":false},"name":{"required":true,"placeholder":"","show":true,"multiline":false,"password":false,"name":"name","advanced":false,"info":"","type":"str","list":false},"_type":"VectorStoreInfo"},"description":"Information about a vectorstore.","base_classes":["VectorStoreInfo"],"display_name":"VectorStoreInfo","documentation":""},"id":"VectorStoreInfo-gNDGX","value":null},"selected":false,"positionAbsolute":{"x":1260.124354900933,"y":190.75414650725997},"dragging":false},{"width":384,"height":267,"id":"VectorStoreAgent-ebFDl","type":"genericNode","position":{"x":1748.357708024328,"y":280.08684957412726},"data":{"type":"VectorStoreAgent","node":{"template":{"llm":{"required":true,"placeholder":"","show":true,"multiline":false,"password":false,"name":"llm","display_name":"LLM","advanced":false,"info":"","type":"BaseLanguageModel","list":false},"vectorstoreinfo":{"required":true,"placeholder":"","show":true,"multiline":false,"password":false,"name":"vectorstoreinfo","display_name":"Vector Store Info","advanced":false,"info":"","type":"VectorStoreInfo","list":false},"_type":"vectorstore_agent"},"description":"Construct an agent from a Vector Store.","base_classes":["AgentExecutor"],"display_name":"VectorStoreAgent","documentation":""},"id":"VectorStoreAgent-ebFDl","value":null},"selected":false,"positionAbsolute":{"x":1748.357708024328,"y":280.08684957412726},"dragging":false},{"width":384,"height":265,"id":"CSVLoader-HEk3n","type":"genericNode","position":{"x":-21.705449464185108,"y":286.9885881141596},"data":{"type":"CSVLoader","node":{"template":{"file_path":{"required":true,"placeholder":"","show":true,"multiline":false,"value":"","suffixes":[".csv"],"fileTypes":["csv"],"password":false,"name":"file_path","advanced":false,"info":"","type":"file","list":false,"file_path":null},"metadata":{"required":true,"placeholder":"","show":true,"multiline":false,"value":"{}","password":false,"name":"metadata","display_name":"Metadata","advanced":false,"info":"","type":"code","list":false},"_type":"CSVLoader"},"description":"Loads a CSV file into a list of documents.","base_classes":["BaseLoader","CSVLoader"],"display_name":"CSVLoader","documentation":"https://python.langchain.com/docs/modules/data_connection/document_loaders/integrations/csv"},"id":"CSVLoader-HEk3n","value":null},"selected":false,"positionAbsolute":{"x":-21.705449464185108,"y":286.9885881141596},"dragging":false},{"width":384,"height":353,"id":"Chroma-UxVje","type":"genericNode","position":{"x":833.2724180086134,"y":245.14627812364745},"data":{"type":"Chroma","node":{"template":{"client":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"client","advanced":false,"info":"","type":"chromadb.Client","list":false},"client_settings":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"client_settings","advanced":false,"info":"","type":"chromadb.config.Setting","list":true},"documents":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"documents","display_name":"Documents","advanced":false,"info":"","type":"TextSplitter","list":true},"embedding":{"required":true,"placeholder":"","show":true,"multiline":false,"password":false,"name":"embedding","display_name":"Embedding","advanced":false,"info":"","type":"Embeddings","list":false},"collection_name":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"langchain","password":false,"name":"collection_name","advanced":false,"info":"","type":"str","list":false},"ids":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"ids","advanced":false,"info":"","type":"str","list":true},"metadatas":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"metadatas","advanced":false,"info":"","type":"code","list":true},"persist":{"required":false,"placeholder":"","show":true,"multiline":false,"value":false,"password":false,"name":"persist","display_name":"Persist","advanced":false,"info":"","type":"bool","list":false},"persist_directory":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"persist_directory","advanced":false,"info":"","type":"str","list":false},"search_kwargs":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"{}","password":false,"name":"search_kwargs","advanced":true,"info":"","type":"code","list":false},"_type":"Chroma"},"description":"Create a Chroma vectorstore from a raw documents.","base_classes":["VectorStore","Chroma","BaseRetriever","VectorStoreRetriever"],"display_name":"Chroma","documentation":"https://python.langchain.com/docs/modules/data_connection/vectorstores/integrations/chroma"},"id":"Chroma-UxVje","value":null},"selected":false,"positionAbsolute":{"x":833.2724180086134,"y":245.14627812364745},"dragging":false},{"width":384,"height":597,"id":"OpenAI-dRY6Q","type":"genericNode","position":{"x":1316.6361579940162,"y":701.0799034823084},"data":{"type":"OpenAI","node":{"template":{"allowed_special":{"required":false,"placeholder":"","show":false,"multiline":false,"value":[],"password":false,"name":"allowed_special","advanced":false,"info":"","type":"Literal'all'","list":true},"callbacks":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"callbacks","advanced":false,"info":"","type":"langchain.callbacks.base.BaseCallbackHandler","list":true},"disallowed_special":{"required":false,"placeholder":"","show":false,"multiline":false,"value":"all","password":false,"name":"disallowed_special","advanced":false,"info":"","type":"Literal'all'","list":false},"batch_size":{"required":false,"placeholder":"","show":false,"multiline":false,"value":20,"password":false,"name":"batch_size","advanced":false,"info":"","type":"int","list":false},"best_of":{"required":false,"placeholder":"","show":false,"multiline":false,"value":1,"password":false,"name":"best_of","advanced":false,"info":"","type":"int","list":false},"cache":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"cache","advanced":false,"info":"","type":"bool","list":false},"client":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"client","advanced":false,"info":"","type":"Any","list":false},"frequency_penalty":{"required":false,"placeholder":"","show":false,"multiline":false,"value":0,"password":false,"name":"frequency_penalty","advanced":false,"info":"","type":"float","list":false},"logit_bias":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"logit_bias","advanced":false,"info":"","type":"code","list":false},"max_retries":{"required":false,"placeholder":"","show":false,"multiline":false,"value":6,"password":false,"name":"max_retries","advanced":false,"info":"","type":"int","list":false},"max_tokens":{"required":false,"placeholder":"","show":true,"multiline":false,"value":256,"password":true,"name":"max_tokens","advanced":false,"info":"","type":"int","list":false},"model_kwargs":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"model_kwargs","advanced":true,"info":"","type":"code","list":false},"model_name":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"text-davinci-003","password":false,"options":["text-davinci-003","text-davinci-002","text-curie-001","text-babbage-001","text-ada-001"],"name":"model_name","advanced":false,"info":"","type":"str","list":true},"n":{"required":false,"placeholder":"","show":false,"multiline":false,"value":1,"password":false,"name":"n","advanced":false,"info":"","type":"int","list":false},"openai_api_base":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"openai_api_base","display_name":"OpenAI API Base","advanced":false,"info":"\nThe base URL of the OpenAI API. Defaults to https://api.openai.com/v1.\n\nYou can change this to use other APIs like JinaChat, LocalAI and Prem.\n","type":"str","list":false},"openai_api_key":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"","password":true,"name":"openai_api_key","display_name":"OpenAI API Key","advanced":false,"info":"","type":"str","list":false},"openai_organization":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"openai_organization","display_name":"OpenAI Organization","advanced":false,"info":"","type":"str","list":false},"openai_proxy":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"openai_proxy","display_name":"OpenAI Proxy","advanced":false,"info":"","type":"str","list":false},"presence_penalty":{"required":false,"placeholder":"","show":false,"multiline":false,"value":0,"password":false,"name":"presence_penalty","advanced":false,"info":"","type":"float","list":false},"request_timeout":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"request_timeout","advanced":false,"info":"","type":"float","list":false},"streaming":{"required":false,"placeholder":"","show":false,"multiline":false,"value":false,"password":false,"name":"streaming","advanced":false,"info":"","type":"bool","list":false},"tags":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"tags","advanced":false,"info":"","type":"str","list":true},"temperature":{"required":false,"placeholder":"","show":true,"multiline":false,"value":0.7,"password":false,"name":"temperature","advanced":false,"info":"","type":"float","list":false},"tiktoken_model_name":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"tiktoken_model_name","advanced":false,"info":"","type":"str","list":false},"top_p":{"required":false,"placeholder":"","show":false,"multiline":false,"value":1,"password":false,"name":"top_p","advanced":false,"info":"","type":"float","list":false},"verbose":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"verbose","advanced":false,"info":"","type":"bool","list":false},"_type":"OpenAI"},"description":"Wrapper around OpenAI large language models.","base_classes":["BaseLLM","BaseOpenAI","BaseLanguageModel","OpenAI"],"display_name":"OpenAI","documentation":"https://python.langchain.com/docs/modules/model_io/models/llms/integrations/openai"},"id":"OpenAI-dRY6Q","value":null},"selected":false,"positionAbsolute":{"x":1316.6361579940162,"y":701.0799034823084},"dragging":false}],"edges":[{"source":"VectorStoreInfo-gNDGX","sourceHandle":"VectorStoreInfo|VectorStoreInfo-gNDGX|VectorStoreInfo","target":"VectorStoreAgent-ebFDl","targetHandle":"VectorStoreInfo|vectorstoreinfo|VectorStoreAgent-ebFDl","className":"","id":"reactflow__edge-VectorStoreInfo-gNDGXVectorStoreInfo|VectorStoreInfo-gNDGX|VectorStoreInfo-VectorStoreAgent-ebFDlVectorStoreInfo|vectorstoreinfo|VectorStoreAgent-ebFDl","selected":false,"style":{"stroke":"#555555"},"animated":false},{"source":"CSVLoader-HEk3n","sourceHandle":"CSVLoader|CSVLoader-HEk3n|BaseLoader|CSVLoader","target":"CharacterTextSplitter-DqtaA","targetHandle":"BaseLoader|documents|CharacterTextSplitter-DqtaA","style":{"stroke":"#555555"},"animated":false,"id":"reactflow__edge-CSVLoader-HEk3nCSVLoader|CSVLoader-HEk3n|BaseLoader|CSVLoader-CharacterTextSplitter-DqtaABaseLoader|documents|CharacterTextSplitter-DqtaA","selected":false,"className":""},{"source":"CharacterTextSplitter-DqtaA","sourceHandle":"CharacterTextSplitter|CharacterTextSplitter-DqtaA|CharacterTextSplitter|BaseDocumentTransformer|TextSplitter","target":"Chroma-UxVje","targetHandle":"TextSplitter|documents|Chroma-UxVje","style":{"stroke":"#555555"},"animated":false,"id":"reactflow__edge-CharacterTextSplitter-DqtaACharacterTextSplitter|CharacterTextSplitter-DqtaA|CharacterTextSplitter|BaseDocumentTransformer|TextSplitter-Chroma-UxVjeTextSplitter|documents|Chroma-UxVje","selected":false,"className":""},{"source":"OpenAIEmbeddings-ERzH9","sourceHandle":"OpenAIEmbeddings|OpenAIEmbeddings-ERzH9|OpenAIEmbeddings|Embeddings","target":"Chroma-UxVje","targetHandle":"Embeddings|embedding|Chroma-UxVje","style":{"stroke":"#555555"},"animated":false,"id":"reactflow__edge-OpenAIEmbeddings-ERzH9OpenAIEmbeddings|OpenAIEmbeddings-ERzH9|OpenAIEmbeddings|Embeddings-Chroma-UxVjeEmbeddings|embedding|Chroma-UxVje","selected":false,"className":""},{"source":"Chroma-UxVje","sourceHandle":"Chroma|Chroma-UxVje|VectorStore|Chroma|BaseRetriever|VectorStoreRetriever","target":"VectorStoreInfo-gNDGX","targetHandle":"VectorStore|vectorstore|VectorStoreInfo-gNDGX","style":{"stroke":"#555555"},"animated":false,"id":"reactflow__edge-Chroma-UxVjeChroma|Chroma-UxVje|VectorStore|Chroma|BaseRetriever|VectorStoreRetriever-VectorStoreInfo-gNDGXVectorStore|vectorstore|VectorStoreInfo-gNDGX","selected":false,"className":""},{"source":"OpenAI-dRY6Q","sourceHandle":"OpenAI|OpenAI-dRY6Q|BaseLLM|BaseOpenAI|BaseLanguageModel|OpenAI","target":"VectorStoreAgent-ebFDl","targetHandle":"BaseLanguageModel|llm|VectorStoreAgent-ebFDl","style":{"stroke":"#555555"},"animated":false,"id":"reactflow__edge-OpenAI-dRY6QOpenAI|OpenAI-dRY6Q|BaseLLM|BaseOpenAI|BaseLanguageModel|OpenAI-VectorStoreAgent-ebFDlBaseLanguageModel|llm|VectorStoreAgent-ebFDl","className":""}],"viewport":{"x":162.82474879690562,"y":13.037902178559875,"zoom":0.5904963307147653}},"id":"e85960ca-d11f-4ac7-8613-f7facaa2c2e9"},{"name":"JSON Agent","description":"Query an API spec to get information about the endpoints, parameters, and responses.","data":{"nodes":[{"width":384,"height":227,"id":"JsonToolkit-jvyIr","type":"genericNode","position":{"x":1187.2084622072437,"y":116.13738146259979},"data":{"type":"JsonToolkit","node":{"template":{"spec":{"required":true,"placeholder":"","show":true,"multiline":false,"password":false,"name":"spec","advanced":false,"info":"","type":"JsonSpec","list":false},"_type":"JsonToolkit"},"description":"Toolkit for interacting with a JSON spec.","base_classes":["BaseToolkit","JsonToolkit","Tool"],"display_name":"JsonToolkit","documentation":""},"id":"JsonToolkit-jvyIr","value":null},"selected":false,"positionAbsolute":{"x":1187.2084622072437,"y":116.13738146259979},"dragging":false},{"width":384,"height":267,"id":"JsonAgent-Pxju6","type":"genericNode","position":{"x":1659.6395547893094,"y":397.52506741326164},"data":{"type":"JsonAgent","node":{"template":{"llm":{"required":true,"placeholder":"","show":true,"multiline":false,"password":false,"name":"llm","display_name":"LLM","advanced":false,"info":"","type":"BaseLanguageModel","list":false},"toolkit":{"required":true,"placeholder":"","show":true,"multiline":false,"password":false,"name":"toolkit","advanced":false,"info":"","type":"BaseToolkit","list":false},"_type":"json_agent"},"description":"Construct a json agent from an LLM and tools.","base_classes":["AgentExecutor"],"display_name":"JsonAgent","documentation":"https://python.langchain.com/docs/modules/agents/toolkits/openapi"},"id":"JsonAgent-Pxju6","value":null},"selected":false,"positionAbsolute":{"x":1659.6395547893094,"y":397.52506741326164},"dragging":false},{"width":384,"height":597,"id":"OpenAI-EyqQ0","type":"genericNode","position":{"x":664.5046837368179,"y":351.4165918614485},"data":{"type":"OpenAI","node":{"template":{"allowed_special":{"required":false,"placeholder":"","show":false,"multiline":false,"value":[],"password":false,"name":"allowed_special","advanced":false,"info":"","type":"Literal'all'","list":true},"callbacks":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"callbacks","advanced":false,"info":"","type":"langchain.callbacks.base.BaseCallbackHandler","list":true},"disallowed_special":{"required":false,"placeholder":"","show":false,"multiline":false,"value":"all","password":false,"name":"disallowed_special","advanced":false,"info":"","type":"Literal'all'","list":false},"batch_size":{"required":false,"placeholder":"","show":false,"multiline":false,"value":20,"password":false,"name":"batch_size","advanced":false,"info":"","type":"int","list":false},"best_of":{"required":false,"placeholder":"","show":false,"multiline":false,"value":1,"password":false,"name":"best_of","advanced":false,"info":"","type":"int","list":false},"cache":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"cache","advanced":false,"info":"","type":"bool","list":false},"client":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"client","advanced":false,"info":"","type":"Any","list":false},"frequency_penalty":{"required":false,"placeholder":"","show":false,"multiline":false,"value":0,"password":false,"name":"frequency_penalty","advanced":false,"info":"","type":"float","list":false},"logit_bias":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"logit_bias","advanced":false,"info":"","type":"code","list":false},"max_retries":{"required":false,"placeholder":"","show":false,"multiline":false,"value":6,"password":false,"name":"max_retries","advanced":false,"info":"","type":"int","list":false},"max_tokens":{"required":false,"placeholder":"","show":true,"multiline":false,"value":256,"password":true,"name":"max_tokens","advanced":false,"info":"","type":"int","list":false},"model_kwargs":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"model_kwargs","advanced":true,"info":"","type":"code","list":false},"model_name":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"text-davinci-003","password":false,"options":["text-davinci-003","text-davinci-002","text-curie-001","text-babbage-001","text-ada-001"],"name":"model_name","advanced":false,"info":"","type":"str","list":true},"n":{"required":false,"placeholder":"","show":false,"multiline":false,"value":1,"password":false,"name":"n","advanced":false,"info":"","type":"int","list":false},"openai_api_base":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"openai_api_base","display_name":"OpenAI API Base","advanced":false,"info":"\nThe base URL of the OpenAI API. Defaults to https://api.openai.com/v1.\n\nYou can change this to use other APIs like JinaChat, LocalAI and Prem.\n","type":"str","list":false},"openai_api_key":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"","password":true,"name":"openai_api_key","display_name":"OpenAI API Key","advanced":false,"info":"","type":"str","list":false},"openai_organization":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"openai_organization","display_name":"OpenAI Organization","advanced":false,"info":"","type":"str","list":false},"openai_proxy":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"openai_proxy","display_name":"OpenAI Proxy","advanced":false,"info":"","type":"str","list":false},"presence_penalty":{"required":false,"placeholder":"","show":false,"multiline":false,"value":0,"password":false,"name":"presence_penalty","advanced":false,"info":"","type":"float","list":false},"request_timeout":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"request_timeout","advanced":false,"info":"","type":"float","list":false},"streaming":{"required":false,"placeholder":"","show":false,"multiline":false,"value":false,"password":false,"name":"streaming","advanced":false,"info":"","type":"bool","list":false},"tags":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"tags","advanced":false,"info":"","type":"str","list":true},"temperature":{"required":false,"placeholder":"","show":true,"multiline":false,"value":0.7,"password":false,"name":"temperature","advanced":false,"info":"","type":"float","list":false},"tiktoken_model_name":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"tiktoken_model_name","advanced":false,"info":"","type":"str","list":false},"top_p":{"required":false,"placeholder":"","show":false,"multiline":false,"value":1,"password":false,"name":"top_p","advanced":false,"info":"","type":"float","list":false},"verbose":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"verbose","advanced":false,"info":"","type":"bool","list":false},"_type":"OpenAI"},"description":"Wrapper around OpenAI large language models.","base_classes":["BaseLLM","BaseOpenAI","BaseLanguageModel","OpenAI"],"display_name":"OpenAI","documentation":"https://python.langchain.com/docs/modules/model_io/models/llms/integrations/openai"},"id":"OpenAI-EyqQ0","value":null},"selected":false,"positionAbsolute":{"x":664.5046837368179,"y":351.4165918614485},"dragging":false},{"width":384,"height":323,"id":"JsonSpec-Tnlt4","type":"genericNode","position":{"x":644.1239078947345,"y":-74.06644565448788},"data":{"type":"JsonSpec","node":{"template":{"path":{"required":true,"placeholder":"","show":true,"multiline":false,"value":"","suffixes":[".json",".yaml",".yml"],"password":false,"name":"path","advanced":false,"info":"","type":"file","list":false,"fileTypes":["json","yaml","yml"],"file_path":null},"max_value_length":{"required":true,"placeholder":"","show":true,"multiline":false,"value":"","password":false,"name":"max_value_length","advanced":false,"info":"","type":"int","list":false},"_type":"JsonSpec"},"description":"","base_classes":["Tool","JsonSpec"],"display_name":"JsonSpec","documentation":""},"id":"JsonSpec-Tnlt4","value":null},"selected":false,"positionAbsolute":{"x":644.1239078947345,"y":-74.06644565448788},"dragging":false}],"edges":[{"source":"JsonToolkit-jvyIr","sourceHandle":"JsonToolkit|JsonToolkit-jvyIr|BaseToolkit|JsonToolkit|Tool","target":"JsonAgent-Pxju6","targetHandle":"BaseToolkit|toolkit|JsonAgent-Pxju6","className":"","id":"reactflow__edge-JsonToolkit-jvyIrJsonToolkit|JsonToolkit-jvyIr|BaseToolkit|JsonToolkit|Tool-JsonAgent-Pxju6BaseToolkit|toolkit|JsonAgent-Pxju6","selected":false,"style":{"stroke":"#555555"},"animated":false},{"source":"OpenAI-EyqQ0","sourceHandle":"OpenAI|OpenAI-EyqQ0|BaseLLM|BaseOpenAI|BaseLanguageModel|OpenAI","target":"JsonAgent-Pxju6","targetHandle":"BaseLanguageModel|llm|JsonAgent-Pxju6","className":"","id":"reactflow__edge-OpenAI-EyqQ0OpenAI|OpenAI-EyqQ0|BaseLLM|BaseOpenAI|BaseLanguageModel|OpenAI-JsonAgent-Pxju6BaseLanguageModel|llm|JsonAgent-Pxju6","selected":false,"style":{"stroke":"#555555"},"animated":false},{"source":"JsonSpec-Tnlt4","sourceHandle":"JsonSpec|JsonSpec-Tnlt4|Tool|JsonSpec","target":"JsonToolkit-jvyIr","targetHandle":"JsonSpec|spec|JsonToolkit-jvyIr","style":{"stroke":"#555555"},"animated":false,"id":"reactflow__edge-JsonSpec-Tnlt4JsonSpec|JsonSpec-Tnlt4|Tool|JsonSpec-JsonToolkit-jvyIrJsonSpec|spec|JsonToolkit-jvyIr","selected":false,"className":""}],"viewport":{"x":-258.1938704405271,"y":118.65185298284183,"zoom":0.697371833175204}},"id":"ee90b66f-a433-4ee8-81db-9d031de5df3f"},{"name":"Basic Chat with Prompt and History","description":"A simple chat with a custom prompt template and conversational memory buffer","data":{"nodes":[{"width":384,"height":693,"id":"ChatOpenAI-mWU2y","type":"genericNode","position":{"x":170.87326389541306,"y":465.8628482073749},"data":{"type":"ChatOpenAI","node":{"template":{"callbacks":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"callbacks","advanced":false,"info":"","type":"langchain.callbacks.base.BaseCallbackHandler","list":true},"cache":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"cache","advanced":false,"info":"","type":"bool","list":false},"client":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"client","advanced":false,"info":"","type":"Any","list":false},"max_retries":{"required":false,"placeholder":"","show":false,"multiline":false,"value":6,"password":false,"name":"max_retries","advanced":false,"info":"","type":"int","list":false},"max_tokens":{"required":false,"placeholder":"","show":true,"multiline":false,"password":true,"name":"max_tokens","advanced":false,"info":"","type":"int","list":false},"model_kwargs":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"model_kwargs","advanced":true,"info":"","type":"code","list":false},"model_name":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"gpt-3.5-turbo","password":false,"options":["gpt-3.5-turbo-0613","gpt-3.5-turbo","gpt-3.5-turbo-16k-0613","gpt-3.5-turbo-16k","gpt-4-0613","gpt-4-32k-0613","gpt-4","gpt-4-32k"],"name":"model_name","advanced":false,"info":"","type":"str","list":true},"n":{"required":false,"placeholder":"","show":false,"multiline":false,"value":1,"password":false,"name":"n","advanced":false,"info":"","type":"int","list":false},"openai_api_base":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"openai_api_base","display_name":"OpenAI API Base","advanced":false,"info":"\nThe base URL of the OpenAI API. Defaults to https://api.openai.com/v1.\n\nYou can change this to use other APIs like JinaChat, LocalAI and Prem.\n","type":"str","list":false},"openai_api_key":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"","password":true,"name":"openai_api_key","display_name":"OpenAI API Key","advanced":false,"info":"","type":"str","list":false},"openai_organization":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"openai_organization","display_name":"OpenAI Organization","advanced":false,"info":"","type":"str","list":false},"openai_proxy":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"openai_proxy","display_name":"OpenAI Proxy","advanced":false,"info":"","type":"str","list":false},"request_timeout":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"request_timeout","advanced":false,"info":"","type":"float","list":false,"value":60},"streaming":{"required":false,"placeholder":"","show":false,"multiline":false,"value":false,"password":false,"name":"streaming","advanced":false,"info":"","type":"bool","list":false},"tags":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"tags","advanced":false,"info":"","type":"str","list":true},"temperature":{"required":false,"placeholder":"","show":true,"multiline":false,"value":0.7,"password":false,"name":"temperature","advanced":false,"info":"","type":"float","list":false},"tiktoken_model_name":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"tiktoken_model_name","advanced":false,"info":"","type":"str","list":false},"verbose":{"required":false,"placeholder":"","show":false,"multiline":false,"value":false,"password":false,"name":"verbose","advanced":false,"info":"","type":"bool","list":false},"_type":"ChatOpenAI"},"description":"Wrapper around OpenAI Chat large language models.","base_classes":["BaseChatModel","BaseLanguageModel","ChatOpenAI","BaseLLM"],"display_name":"ChatOpenAI","documentation":"https://python.langchain.com/docs/modules/model_io/models/chat/integrations/openai"},"id":"ChatOpenAI-mWU2y","value":null},"selected":true,"dragging":false,"positionAbsolute":{"x":170.87326389541306,"y":465.8628482073749}},{"width":384,"height":307,"id":"LLMChain-nsQLx","type":"genericNode","position":{"x":1250.1806448178158,"y":588.4657451068704},"data":{"type":"LLMChain","node":{"template":{"callbacks":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"callbacks","advanced":false,"info":"","type":"langchain.callbacks.base.BaseCallbackHandler","list":true},"llm":{"required":true,"placeholder":"","show":true,"multiline":false,"password":false,"name":"llm","advanced":false,"info":"","type":"BaseLanguageModel","list":false},"memory":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"memory","advanced":false,"info":"","type":"BaseMemory","list":false},"output_parser":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"output_parser","advanced":false,"info":"","type":"BaseLLMOutputParser","list":false},"prompt":{"required":true,"placeholder":"","show":true,"multiline":false,"password":false,"name":"prompt","advanced":false,"info":"","type":"BasePromptTemplate","list":false},"llm_kwargs":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"llm_kwargs","advanced":false,"info":"","type":"code","list":false},"output_key":{"required":true,"placeholder":"","show":true,"multiline":false,"value":"text","password":false,"name":"output_key","advanced":true,"info":"","type":"str","list":false},"return_final_only":{"required":false,"placeholder":"","show":false,"multiline":false,"value":true,"password":false,"name":"return_final_only","advanced":false,"info":"","type":"bool","list":false},"tags":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"tags","advanced":false,"info":"","type":"str","list":true},"verbose":{"required":false,"placeholder":"","show":true,"multiline":false,"value":false,"password":false,"name":"verbose","advanced":true,"info":"","type":"bool","list":false},"_type":"LLMChain"},"description":"Chain to run queries against LLMs.","base_classes":["Chain","LLMChain","function"],"display_name":"LLMChain","documentation":"https://python.langchain.com/docs/modules/chains/foundational/llm_chain"},"id":"LLMChain-nsQLx","value":null},"selected":false,"positionAbsolute":{"x":1250.1806448178158,"y":588.4657451068704},"dragging":false},{"width":384,"height":265,"id":"PromptTemplate-oXPVI","type":"genericNode","position":{"x":172.18064481781585,"y":67.26574510687044},"data":{"type":"PromptTemplate","node":{"template":{"output_parser":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"output_parser","advanced":false,"info":"","type":"BaseOutputParser","list":false},"input_variables":{"required":true,"placeholder":"","show":false,"multiline":false,"password":false,"name":"input_variables","advanced":false,"info":"","type":"str","list":true},"partial_variables":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"partial_variables","advanced":false,"info":"","type":"code","list":false},"template":{"required":true,"placeholder":"","show":true,"multiline":true,"password":false,"name":"template","advanced":false,"info":"","type":"prompt","list":false,"value":"The following is a friendly conversation between a human and an AI. The AI is talkative and provides lots of specific details from its context. If the AI does not know the answer to a question, it truthfully says it does not know.\n\nCurrent conversation:\n\n{history}\nHuman: {text}\nAI:"},"template_format":{"required":false,"placeholder":"","show":false,"multiline":false,"value":"f-string","password":false,"name":"template_format","advanced":false,"info":"","type":"str","list":false},"validate_template":{"required":false,"placeholder":"","show":false,"multiline":false,"value":true,"password":false,"name":"validate_template","advanced":false,"info":"","type":"bool","list":false},"_type":"PromptTemplate"},"description":"Schema to represent a prompt for an LLM.","base_classes":["PromptTemplate","BasePromptTemplate","StringPromptTemplate"],"display_name":"PromptTemplate","documentation":"https://python.langchain.com/docs/modules/model_io/prompts/prompt_templates/"},"id":"PromptTemplate-oXPVI","value":null},"selected":false,"dragging":false,"positionAbsolute":{"x":172.18064481781585,"y":67.26574510687044}},{"width":384,"height":273,"id":"ConversationBufferMemory-vDZyd","type":"genericNode","position":{"x":802.1806448178158,"y":43.265745106870426},"data":{"type":"ConversationBufferMemory","node":{"template":{"chat_memory":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"chat_memory","advanced":false,"info":"","type":"BaseChatMessageHistory","list":false},"ai_prefix":{"required":false,"placeholder":"","show":false,"multiline":false,"value":"AI","password":false,"name":"ai_prefix","advanced":false,"info":"","type":"str","list":false},"human_prefix":{"required":false,"placeholder":"","show":false,"multiline":false,"value":"Human","password":false,"name":"human_prefix","advanced":false,"info":"","type":"str","list":false},"input_key":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"","password":false,"name":"input_key","advanced":false,"info":"","type":"str","list":false},"memory_key":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"history","password":false,"name":"memory_key","advanced":false,"info":"","type":"str","list":false},"output_key":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"","password":false,"name":"output_key","advanced":false,"info":"","type":"str","list":false},"return_messages":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"return_messages","advanced":false,"info":"","type":"bool","list":false},"_type":"ConversationBufferMemory"},"description":"Buffer for storing conversation memory.","base_classes":["BaseMemory","BaseChatMemory","ConversationBufferMemory"],"display_name":"ConversationBufferMemory","documentation":"https://python.langchain.com/docs/modules/memory/how_to/buffer"},"id":"ConversationBufferMemory-vDZyd","value":null},"selected":false,"positionAbsolute":{"x":802.1806448178158,"y":43.265745106870426},"dragging":false}],"edges":[{"source":"ChatOpenAI-mWU2y","sourceHandle":"ChatOpenAI|ChatOpenAI-mWU2y|BaseChatModel|BaseLanguageModel|ChatOpenAI|BaseLLM","target":"LLMChain-nsQLx","targetHandle":"BaseLanguageModel|llm|LLMChain-nsQLx","className":"","id":"reactflow__edge-ChatOpenAI-mWU2yChatOpenAI|ChatOpenAI-mWU2y|BaseChatModel|BaseLanguageModel|ChatOpenAI|BaseLLM-LLMChain-nsQLxBaseLanguageModel|llm|LLMChain-nsQLx","selected":false,"style":{"stroke":"#555555"},"animated":false},{"source":"PromptTemplate-oXPVI","sourceHandle":"PromptTemplate|PromptTemplate-oXPVI|PromptTemplate|BasePromptTemplate|StringPromptTemplate","target":"LLMChain-nsQLx","targetHandle":"BasePromptTemplate|prompt|LLMChain-nsQLx","className":"","id":"reactflow__edge-PromptTemplate-oXPVIPromptTemplate|PromptTemplate-oXPVI|PromptTemplate|BasePromptTemplate|StringPromptTemplate-LLMChain-nsQLxBasePromptTemplate|prompt|LLMChain-nsQLx","style":{"stroke":"#555555"},"animated":false},{"source":"ConversationBufferMemory-vDZyd","sourceHandle":"ConversationBufferMemory|ConversationBufferMemory-vDZyd|BaseMemory|BaseChatMemory|ConversationBufferMemory","target":"LLMChain-nsQLx","targetHandle":"BaseMemory|memory|LLMChain-nsQLx","className":"","id":"reactflow__edge-ConversationBufferMemory-vDZydConversationBufferMemory|ConversationBufferMemory-vDZyd|BaseMemory|BaseChatMemory|ConversationBufferMemory-LLMChain-nsQLxBaseMemory|memory|LLMChain-nsQLx","style":{"stroke":"#555555"},"animated":false}],"viewport":{"x":188.39556390089513,"y":130.05583310649712,"zoom":0.6070974421975234}},"id":"631cf2b6-59f1-4555-a186-1081bcc109a1"},{"name":"Prickly Chandrasekhar","description":"Graph Your Way to Great Conversations.","data":null,"id":"955b0464-88f4-4e0d-a05a-18e8b298b206"},{"name":"Dynamic Newton","description":"Create, Chain, Communicate.","data":null,"id":"80229f5f-3bd3-4448-898c-c46db835f26f"},{"name":"MidJourney Prompt Chain","description":"Helps you generate a prompt based on your input to use in the MidJourney AI.","data":{"nodes":[{"width":384,"height":287,"id":"MidJourneyPromptChain-3lUX3","type":"genericNode","position":{"x":1434.3856064919105,"y":417.72471641888757},"data":{"type":"MidJourneyPromptChain","node":{"template":{"llm":{"required":true,"placeholder":"","show":true,"multiline":false,"password":false,"name":"llm","display_name":"LLM","advanced":false,"info":"","type":"BaseLanguageModel","list":false},"memory":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"memory","advanced":false,"info":"","type":"BaseChatMemory","list":false,"value":{"chat_memory":{"messages":[]},"output_key":null,"input_key":null,"return_messages":false,"human_prefix":"Human","ai_prefix":"AI","memory_key":"history"}},"_type":"MidJourneyPromptChain"},"description":"MidJourneyPromptChain is a chain you can use to generate new MidJourney prompts.","base_classes":["LLMChain","BaseCustomChain","Chain","ConversationChain","MidJourneyPromptChain"],"display_name":"MidJourneyPromptChain","documentation":""},"id":"MidJourneyPromptChain-3lUX3","value":null},"selected":false,"positionAbsolute":{"x":1434.3856064919105,"y":417.72471641888757},"dragging":false},{"width":384,"height":597,"id":"OpenAI-2fGMS","type":"genericNode","position":{"x":472.1073740469533,"y":204.4345032163925},"data":{"type":"OpenAI","node":{"template":{"allowed_special":{"required":false,"placeholder":"","show":false,"multiline":false,"value":[],"password":false,"name":"allowed_special","advanced":false,"info":"","type":"Literal'all'","list":true},"callbacks":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"callbacks","advanced":false,"info":"","type":"langchain.callbacks.base.BaseCallbackHandler","list":true},"disallowed_special":{"required":false,"placeholder":"","show":false,"multiline":false,"value":"all","password":false,"name":"disallowed_special","advanced":false,"info":"","type":"Literal'all'","list":false},"batch_size":{"required":false,"placeholder":"","show":false,"multiline":false,"value":20,"password":false,"name":"batch_size","advanced":false,"info":"","type":"int","list":false},"best_of":{"required":false,"placeholder":"","show":false,"multiline":false,"value":1,"password":false,"name":"best_of","advanced":false,"info":"","type":"int","list":false},"cache":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"cache","advanced":false,"info":"","type":"bool","list":false},"client":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"client","advanced":false,"info":"","type":"Any","list":false},"frequency_penalty":{"required":false,"placeholder":"","show":false,"multiline":false,"value":0,"password":false,"name":"frequency_penalty","advanced":false,"info":"","type":"float","list":false},"logit_bias":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"logit_bias","advanced":false,"info":"","type":"code","list":false},"max_retries":{"required":false,"placeholder":"","show":false,"multiline":false,"value":6,"password":false,"name":"max_retries","advanced":false,"info":"","type":"int","list":false},"max_tokens":{"required":false,"placeholder":"","show":true,"multiline":false,"value":256,"password":true,"name":"max_tokens","advanced":false,"info":"","type":"int","list":false},"model_kwargs":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"model_kwargs","advanced":true,"info":"","type":"code","list":false},"model_name":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"text-davinci-003","password":false,"options":["text-davinci-003","text-davinci-002","text-curie-001","text-babbage-001","text-ada-001"],"name":"model_name","advanced":false,"info":"","type":"str","list":true},"n":{"required":false,"placeholder":"","show":false,"multiline":false,"value":1,"password":false,"name":"n","advanced":false,"info":"","type":"int","list":false},"openai_api_base":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"openai_api_base","display_name":"OpenAI API Base","advanced":false,"info":"\nThe base URL of the OpenAI API. Defaults to https://api.openai.com/v1.\n\nYou can change this to use other APIs like JinaChat, LocalAI and Prem.\n","type":"str","list":false},"openai_api_key":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"","password":true,"name":"openai_api_key","display_name":"OpenAI API Key","advanced":false,"info":"","type":"str","list":false},"openai_organization":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"openai_organization","display_name":"OpenAI Organization","advanced":false,"info":"","type":"str","list":false},"openai_proxy":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"openai_proxy","display_name":"OpenAI Proxy","advanced":false,"info":"","type":"str","list":false},"presence_penalty":{"required":false,"placeholder":"","show":false,"multiline":false,"value":0,"password":false,"name":"presence_penalty","advanced":false,"info":"","type":"float","list":false},"request_timeout":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"request_timeout","advanced":false,"info":"","type":"float","list":false},"streaming":{"required":false,"placeholder":"","show":false,"multiline":false,"value":false,"password":false,"name":"streaming","advanced":false,"info":"","type":"bool","list":false},"tags":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"tags","advanced":false,"info":"","type":"str","list":true},"temperature":{"required":false,"placeholder":"","show":true,"multiline":false,"value":0.7,"password":false,"name":"temperature","advanced":false,"info":"","type":"float","list":false},"tiktoken_model_name":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"tiktoken_model_name","advanced":false,"info":"","type":"str","list":false},"top_p":{"required":false,"placeholder":"","show":false,"multiline":false,"value":1,"password":false,"name":"top_p","advanced":false,"info":"","type":"float","list":false},"verbose":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"verbose","advanced":false,"info":"","type":"bool","list":false},"_type":"OpenAI"},"description":"Wrapper around OpenAI large language models.","base_classes":["BaseLLM","BaseOpenAI","BaseLanguageModel","OpenAI"],"display_name":"OpenAI","documentation":"https://python.langchain.com/docs/modules/model_io/models/llms/integrations/openai"},"id":"OpenAI-2fGMS","value":null},"selected":false,"positionAbsolute":{"x":472.1073740469533,"y":204.4345032163925},"dragging":false},{"width":384,"height":313,"id":"ConversationSummaryMemory-xe0G5","type":"genericNode","position":{"x":970.4079759700535,"y":202.85762988089095},"data":{"type":"ConversationSummaryMemory","node":{"template":{"chat_memory":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"chat_memory","advanced":false,"info":"","type":"BaseChatMessageHistory","list":false},"llm":{"required":true,"placeholder":"","show":true,"multiline":false,"password":false,"name":"llm","advanced":false,"info":"","type":"BaseLanguageModel","list":false},"prompt":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"prompt","advanced":false,"info":"","type":"BasePromptTemplate","list":false},"summary_message_cls":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"summary_message_cls","advanced":false,"info":"","type":"Type[langchain.schema.BaseMessage]","list":false},"ai_prefix":{"required":false,"placeholder":"","show":false,"multiline":false,"value":"AI","password":false,"name":"ai_prefix","advanced":false,"info":"","type":"str","list":false},"buffer":{"required":false,"placeholder":"","show":false,"multiline":false,"value":"","password":false,"name":"buffer","advanced":false,"info":"","type":"str","list":false},"human_prefix":{"required":false,"placeholder":"","show":false,"multiline":false,"value":"Human","password":false,"name":"human_prefix","advanced":false,"info":"","type":"str","list":false},"input_key":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"","password":false,"name":"input_key","advanced":false,"info":"","type":"str","list":false},"memory_key":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"history","password":false,"name":"memory_key","advanced":false,"info":"","type":"str","list":false},"output_key":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"","password":false,"name":"output_key","advanced":false,"info":"","type":"str","list":false},"return_messages":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"return_messages","advanced":false,"info":"","type":"bool","list":false},"_type":"ConversationSummaryMemory"},"description":"Conversation summarizer to memory.","base_classes":["BaseChatMemory","ConversationSummaryMemory","BaseMemory","SummarizerMixin"],"display_name":"ConversationSummaryMemory","documentation":"https://python.langchain.com/docs/modules/memory/how_to/summary"},"id":"ConversationSummaryMemory-xe0G5","value":null},"selected":false,"positionAbsolute":{"x":970.4079759700535,"y":202.85762988089095},"dragging":false}],"edges":[{"source":"OpenAI-2fGMS","sourceHandle":"OpenAI|OpenAI-2fGMS|BaseLLM|BaseOpenAI|BaseLanguageModel|OpenAI","target":"MidJourneyPromptChain-3lUX3","targetHandle":"BaseLanguageModel|llm|MidJourneyPromptChain-3lUX3","className":"","id":"reactflow__edge-OpenAI-2fGMSOpenAI|OpenAI-2fGMS|BaseLLM|BaseOpenAI|BaseLanguageModel|OpenAI-MidJourneyPromptChain-3lUX3BaseLanguageModel|llm|MidJourneyPromptChain-3lUX3","selected":false,"style":{"stroke":"#555555"},"animated":false},{"source":"OpenAI-2fGMS","sourceHandle":"OpenAI|OpenAI-2fGMS|BaseLLM|BaseOpenAI|BaseLanguageModel|OpenAI","target":"ConversationSummaryMemory-xe0G5","targetHandle":"BaseLanguageModel|llm|ConversationSummaryMemory-xe0G5","style":{"stroke":"#555555"},"animated":false,"id":"reactflow__edge-OpenAI-2fGMSOpenAI|OpenAI-2fGMS|BaseLLM|BaseOpenAI|BaseLanguageModel|OpenAI-ConversationSummaryMemory-xe0G5BaseLanguageModel|llm|ConversationSummaryMemory-xe0G5","selected":false,"className":""},{"source":"ConversationSummaryMemory-xe0G5","sourceHandle":"ConversationSummaryMemory|ConversationSummaryMemory-xe0G5|BaseChatMemory|ConversationSummaryMemory|BaseMemory|SummarizerMixin","target":"MidJourneyPromptChain-3lUX3","targetHandle":"BaseChatMemory|memory|MidJourneyPromptChain-3lUX3","style":{"stroke":"#555555"},"animated":false,"id":"reactflow__edge-ConversationSummaryMemory-xe0G5ConversationSummaryMemory|ConversationSummaryMemory-xe0G5|BaseChatMemory|ConversationSummaryMemory|BaseMemory|SummarizerMixin-MidJourneyPromptChain-3lUX3BaseChatMemory|memory|MidJourneyPromptChain-3lUX3","className":""}],"viewport":{"x":-150.21929209374377,"y":-40.071721754091925,"zoom":0.8235910172675737}},"id":"89c534f5-dd6b-419f-88fc-72cff50b6b5d"},{"name":"Conversation Chain","description":"Example of Conversational Chain Flow","data":{"nodes":[{"width":384,"height":273,"id":"ConversationBufferMemory-200YO","type":"genericNode","position":{"x":41.77285741205577,"y":63.38205429210862},"data":{"type":"ConversationBufferMemory","node":{"template":{"chat_memory":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"chat_memory","advanced":false,"info":"","type":"BaseChatMessageHistory","list":false},"ai_prefix":{"required":false,"placeholder":"","show":false,"multiline":false,"value":"AI","password":false,"name":"ai_prefix","advanced":false,"info":"","type":"str","list":false},"human_prefix":{"required":false,"placeholder":"","show":false,"multiline":false,"value":"Human","password":false,"name":"human_prefix","advanced":false,"info":"","type":"str","list":false},"input_key":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"","password":false,"name":"input_key","advanced":false,"info":"","type":"str","list":false},"memory_key":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"history","password":false,"name":"memory_key","advanced":false,"info":"","type":"str","list":false},"output_key":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"","password":false,"name":"output_key","advanced":false,"info":"","type":"str","list":false},"return_messages":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"return_messages","advanced":false,"info":"","type":"bool","list":false},"_type":"ConversationBufferMemory"},"description":"Buffer for storing conversation memory.","base_classes":["BaseMemory","BaseChatMemory","ConversationBufferMemory"],"display_name":"ConversationBufferMemory","documentation":"https://python.langchain.com/docs/modules/memory/how_to/buffer"},"id":"ConversationBufferMemory-200YO","value":null},"selected":false,"positionAbsolute":{"x":41.77285741205577,"y":63.38205429210862},"dragging":false},{"width":384,"height":597,"id":"ChatOpenAI-Xsixy","type":"genericNode","position":{"x":36.69238553788068,"y":467.8198042261215},"data":{"type":"ChatOpenAI","node":{"template":{"callbacks":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"callbacks","advanced":false,"info":"","type":"langchain.callbacks.base.BaseCallbackHandler","list":true},"cache":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"cache","advanced":false,"info":"","type":"bool","list":false},"client":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"client","advanced":false,"info":"","type":"Any","list":false},"max_retries":{"required":false,"placeholder":"","show":false,"multiline":false,"value":6,"password":false,"name":"max_retries","advanced":false,"info":"","type":"int","list":false},"max_tokens":{"required":false,"placeholder":"","show":true,"multiline":false,"password":true,"name":"max_tokens","advanced":false,"info":"","type":"int","list":false},"model_kwargs":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"model_kwargs","advanced":true,"info":"","type":"code","list":false},"model_name":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"gpt-3.5-turbo","password":false,"options":["gpt-3.5-turbo-0613","gpt-3.5-turbo","gpt-3.5-turbo-16k-0613","gpt-3.5-turbo-16k","gpt-4-0613","gpt-4-32k-0613","gpt-4","gpt-4-32k"],"name":"model_name","advanced":false,"info":"","type":"str","list":true},"n":{"required":false,"placeholder":"","show":false,"multiline":false,"value":1,"password":false,"name":"n","advanced":false,"info":"","type":"int","list":false},"openai_api_base":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"openai_api_base","display_name":"OpenAI API Base","advanced":false,"info":"\nThe base URL of the OpenAI API. Defaults to https://api.openai.com/v1.\n\nYou can change this to use other APIs like JinaChat, LocalAI and Prem.\n","type":"str","list":false},"openai_api_key":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"","password":true,"name":"openai_api_key","display_name":"OpenAI API Key","advanced":false,"info":"","type":"str","list":false},"openai_organization":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"openai_organization","display_name":"OpenAI Organization","advanced":false,"info":"","type":"str","list":false},"openai_proxy":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"openai_proxy","display_name":"OpenAI Proxy","advanced":false,"info":"","type":"str","list":false},"request_timeout":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"request_timeout","advanced":false,"info":"","type":"float","list":false,"value":60},"streaming":{"required":false,"placeholder":"","show":false,"multiline":false,"value":false,"password":false,"name":"streaming","advanced":false,"info":"","type":"bool","list":false},"tags":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"tags","advanced":false,"info":"","type":"str","list":true},"temperature":{"required":false,"placeholder":"","show":true,"multiline":false,"value":0.7,"password":false,"name":"temperature","advanced":false,"info":"","type":"float","list":false},"tiktoken_model_name":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"tiktoken_model_name","advanced":false,"info":"","type":"str","list":false},"verbose":{"required":false,"placeholder":"","show":false,"multiline":false,"value":false,"password":false,"name":"verbose","advanced":false,"info":"","type":"bool","list":false},"_type":"ChatOpenAI"},"description":"Wrapper around OpenAI Chat large language models.","base_classes":["BaseChatModel","BaseLanguageModel","ChatOpenAI","BaseLLM"],"display_name":"ChatOpenAI","documentation":"https://python.langchain.com/docs/modules/model_io/models/chat/integrations/openai"},"id":"ChatOpenAI-Xsixy","value":null},"selected":false,"positionAbsolute":{"x":36.69238553788068,"y":467.8198042261215},"dragging":false},{"width":384,"height":287,"id":"ConversationChain-VNxDv","type":"genericNode","position":{"x":621.9726549474123,"y":103.02734505258763},"data":{"type":"ConversationChain","node":{"template":{"callbacks":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"callbacks","advanced":false,"info":"","type":"langchain.callbacks.base.BaseCallbackHandler","list":true},"llm":{"required":true,"placeholder":"","show":true,"multiline":false,"password":false,"name":"llm","advanced":false,"info":"","type":"BaseLanguageModel","list":false},"memory":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"memory","advanced":false,"info":"","type":"BaseMemory","list":false},"output_parser":{"required":false,"placeholder":"","show":false,"multiline":false,"value":{"_type":"default"},"password":false,"name":"output_parser","advanced":false,"info":"","type":"BaseLLMOutputParser","list":false},"prompt":{"required":false,"placeholder":"","show":false,"multiline":false,"value":{"input_variables":["history","input"],"output_parser":null,"partial_variables":{},"template":"The following is a friendly conversation between a human and an AI. The AI is talkative and provides lots of specific details from its context. If the AI does not know the answer to a question, it truthfully says it does not know.\n\nCurrent conversation:\n{history}\nHuman: {input}\nAI:","template_format":"f-string","validate_template":true,"_type":"prompt"},"password":false,"name":"prompt","advanced":false,"info":"","type":"BasePromptTemplate","list":false},"input_key":{"required":true,"placeholder":"","show":true,"multiline":false,"value":"input","password":false,"name":"input_key","advanced":true,"info":"","type":"str","list":false},"llm_kwargs":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"llm_kwargs","advanced":false,"info":"","type":"code","list":false},"output_key":{"required":true,"placeholder":"","show":true,"multiline":false,"value":"response","password":false,"name":"output_key","advanced":true,"info":"","type":"str","list":false},"return_final_only":{"required":false,"placeholder":"","show":false,"multiline":false,"value":true,"password":false,"name":"return_final_only","advanced":false,"info":"","type":"bool","list":false},"tags":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"tags","advanced":false,"info":"","type":"str","list":true},"verbose":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"verbose","advanced":true,"info":"","type":"bool","list":false},"_type":"ConversationChain"},"description":"Chain to have a conversation and load context from memory.","base_classes":["ConversationChain","LLMChain","Chain","function"],"display_name":"ConversationChain","documentation":""},"id":"ConversationChain-VNxDv","value":null},"selected":false,"positionAbsolute":{"x":621.9726549474123,"y":103.02734505258763},"dragging":false}],"edges":[{"source":"ConversationBufferMemory-200YO","sourceHandle":"ConversationBufferMemory|ConversationBufferMemory-200YO|BaseMemory|BaseChatMemory|ConversationBufferMemory","target":"ConversationChain-VNxDv","targetHandle":"BaseMemory|memory|ConversationChain-VNxDv","className":"","id":"reactflow__edge-ConversationBufferMemory-200YOConversationBufferMemory|ConversationBufferMemory-200YO|BaseMemory|BaseChatMemory|ConversationBufferMemory-ConversationChain-VNxDvBaseMemory|memory|ConversationChain-VNxDv","selected":false,"style":{"stroke":"#555555"},"animated":false},{"source":"ChatOpenAI-Xsixy","sourceHandle":"ChatOpenAI|ChatOpenAI-Xsixy|BaseChatModel|BaseLanguageModel|ChatOpenAI|BaseLLM","target":"ConversationChain-VNxDv","targetHandle":"BaseLanguageModel|llm|ConversationChain-VNxDv","className":"","id":"reactflow__edge-ChatOpenAI-XsixyChatOpenAI|ChatOpenAI-Xsixy|BaseChatModel|BaseLanguageModel|ChatOpenAI|BaseLLM-ConversationChain-VNxDvBaseLanguageModel|llm|ConversationChain-VNxDv","selected":false,"style":{"stroke":"#555555"},"animated":false}],"viewport":{"x":184.01367252629387,"y":21.486327473706183,"zoom":0.5}},"id":"692e33c7-d711-402e-b97e-90219f91907b"},{"name":"Serene Khayyam","description":"Driving Innovation in Business Communication.","data":null,"id":"14640544-2ae5-48b9-82cd-b52dedb1ac34"},{"name":"Multiple Vector Stores","description":"An agent that selects which Vector Store to use based on the input","data":{"nodes":[{"width":384,"height":597,"id":"OpenAI-JJguX","type":"genericNode","position":{"x":1966.4599842017942,"y":-869.5772971540586},"data":{"type":"OpenAI","node":{"template":{"allowed_special":{"required":false,"placeholder":"","show":false,"multiline":false,"value":[],"password":false,"name":"allowed_special","advanced":false,"info":"","type":"Literal'all'","list":true},"callbacks":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"callbacks","advanced":false,"info":"","type":"langchain.callbacks.base.BaseCallbackHandler","list":true},"disallowed_special":{"required":false,"placeholder":"","show":false,"multiline":false,"value":"all","password":false,"name":"disallowed_special","advanced":false,"info":"","type":"Literal'all'","list":false},"batch_size":{"required":false,"placeholder":"","show":false,"multiline":false,"value":20,"password":false,"name":"batch_size","advanced":false,"info":"","type":"int","list":false},"best_of":{"required":false,"placeholder":"","show":false,"multiline":false,"value":1,"password":false,"name":"best_of","advanced":false,"info":"","type":"int","list":false},"cache":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"cache","advanced":false,"info":"","type":"bool","list":false},"client":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"client","advanced":false,"info":"","type":"Any","list":false},"frequency_penalty":{"required":false,"placeholder":"","show":false,"multiline":false,"value":0,"password":false,"name":"frequency_penalty","advanced":false,"info":"","type":"float","list":false},"logit_bias":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"logit_bias","advanced":false,"info":"","type":"code","list":false},"max_retries":{"required":false,"placeholder":"","show":false,"multiline":false,"value":6,"password":false,"name":"max_retries","advanced":false,"info":"","type":"int","list":false},"max_tokens":{"required":false,"placeholder":"","show":true,"multiline":false,"value":256,"password":true,"name":"max_tokens","advanced":false,"info":"","type":"int","list":false},"model_kwargs":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"model_kwargs","advanced":true,"info":"","type":"code","list":false},"model_name":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"text-davinci-003","password":false,"options":["text-davinci-003","text-davinci-002","text-curie-001","text-babbage-001","text-ada-001"],"name":"model_name","advanced":false,"info":"","type":"str","list":true},"n":{"required":false,"placeholder":"","show":false,"multiline":false,"value":1,"password":false,"name":"n","advanced":false,"info":"","type":"int","list":false},"openai_api_base":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"openai_api_base","display_name":"OpenAI API Base","advanced":false,"info":"\nThe base URL of the OpenAI API. Defaults to https://api.openai.com/v1.\n\nYou can change this to use other APIs like JinaChat, LocalAI and Prem.\n","type":"str","list":false},"openai_api_key":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"","password":true,"name":"openai_api_key","display_name":"OpenAI API Key","advanced":false,"info":"","type":"str","list":false},"openai_organization":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"openai_organization","display_name":"OpenAI Organization","advanced":false,"info":"","type":"str","list":false},"openai_proxy":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"openai_proxy","display_name":"OpenAI Proxy","advanced":false,"info":"","type":"str","list":false},"presence_penalty":{"required":false,"placeholder":"","show":false,"multiline":false,"value":0,"password":false,"name":"presence_penalty","advanced":false,"info":"","type":"float","list":false},"request_timeout":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"request_timeout","advanced":false,"info":"","type":"float","list":false},"streaming":{"required":false,"placeholder":"","show":false,"multiline":false,"value":false,"password":false,"name":"streaming","advanced":false,"info":"","type":"bool","list":false},"tags":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"tags","advanced":false,"info":"","type":"str","list":true},"temperature":{"required":false,"placeholder":"","show":true,"multiline":false,"value":0.7,"password":false,"name":"temperature","advanced":false,"info":"","type":"float","list":false},"tiktoken_model_name":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"tiktoken_model_name","advanced":false,"info":"","type":"str","list":false},"top_p":{"required":false,"placeholder":"","show":false,"multiline":false,"value":1,"password":false,"name":"top_p","advanced":false,"info":"","type":"float","list":false},"verbose":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"verbose","advanced":false,"info":"","type":"bool","list":false},"_type":"OpenAI"},"description":"Wrapper around OpenAI large language models.","base_classes":["BaseLLM","BaseOpenAI","BaseLanguageModel","OpenAI"],"display_name":"OpenAI","documentation":"https://python.langchain.com/docs/modules/model_io/models/llms/integrations/openai"},"id":"OpenAI-JJguX","value":null},"selected":false,"positionAbsolute":{"x":1966.4599842017942,"y":-869.5772971540586},"dragging":false},{"width":384,"height":399,"id":"VectorStoreInfo-wcibr","type":"genericNode","position":{"x":1453.8500764104347,"y":-601.9573048787256},"data":{"type":"VectorStoreInfo","node":{"template":{"vectorstore":{"required":true,"placeholder":"","show":true,"multiline":false,"password":false,"name":"vectorstore","advanced":false,"info":"","type":"VectorStore","list":false},"description":{"required":true,"placeholder":"","show":true,"multiline":true,"password":false,"name":"description","advanced":false,"info":"","type":"str","list":false},"name":{"required":true,"placeholder":"","show":true,"multiline":false,"password":false,"name":"name","advanced":false,"info":"","type":"str","list":false},"_type":"VectorStoreInfo"},"description":"Information about a vectorstore.","base_classes":["VectorStoreInfo"],"display_name":"VectorStoreInfo","documentation":""},"id":"VectorStoreInfo-wcibr","value":null},"selected":false,"positionAbsolute":{"x":1453.8500764104347,"y":-601.9573048787256},"dragging":false},{"width":384,"height":293,"id":"WebBaseLoader-ucATc","type":"genericNode","position":{"x":4.768881258827719,"y":-507.2598283898528},"data":{"type":"WebBaseLoader","node":{"template":{"metadata":{"required":true,"placeholder":"","show":true,"multiline":false,"value":"{}","password":false,"name":"metadata","display_name":"Metadata","advanced":false,"info":"","type":"code","list":false},"web_path":{"required":true,"placeholder":"","show":true,"multiline":false,"value":"","password":false,"name":"web_path","display_name":"Web Page","advanced":false,"info":"","type":"str","list":false},"_type":"WebBaseLoader"},"description":"Loader that uses urllib and beautiful soup to load webpages.","base_classes":["BaseLoader","WebBaseLoader"],"display_name":"WebBaseLoader","documentation":"https://python.langchain.com/docs/modules/data_connection/document_loaders/integrations/web_base"},"id":"WebBaseLoader-ucATc","value":null},"selected":false,"positionAbsolute":{"x":4.768881258827719,"y":-507.2598283898528},"dragging":false},{"width":384,"height":267,"id":"VectorStoreRouterAgent-8B9Zm","type":"genericNode","position":{"x":2472.6895358833494,"y":-1007.9446214062591},"data":{"type":"VectorStoreRouterAgent","node":{"template":{"llm":{"required":true,"placeholder":"","show":true,"multiline":false,"password":false,"name":"llm","display_name":"LLM","advanced":false,"info":"","type":"BaseLanguageModel","list":false},"vectorstoreroutertoolkit":{"required":true,"placeholder":"","show":true,"multiline":false,"password":false,"name":"vectorstoreroutertoolkit","display_name":"Vector Store Router Toolkit","advanced":false,"info":"","type":"VectorStoreRouterToolkit","list":false},"_type":"vectorstorerouter_agent"},"description":"Construct an agent from a Vector Store Router.","base_classes":["AgentExecutor"],"display_name":"VectorStoreRouterAgent","documentation":""},"id":"VectorStoreRouterAgent-8B9Zm","value":null},"selected":false,"positionAbsolute":{"x":2472.6895358833494,"y":-1007.9446214062591},"dragging":false},{"width":384,"height":227,"id":"VectorStoreRouterToolkit-I7Gmb","type":"genericNode","position":{"x":1950.365974759041,"y":-1187.9950390730755},"data":{"type":"VectorStoreRouterToolkit","node":{"template":{"llm":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"llm","advanced":false,"info":"","type":"BaseLanguageModel","list":false},"vectorstores":{"required":true,"placeholder":"","show":true,"multiline":false,"password":false,"name":"vectorstores","advanced":false,"info":"","type":"VectorStoreInfo","list":true},"_type":"VectorStoreRouterToolkit"},"description":"Toolkit for routing between vector stores.","base_classes":["BaseToolkit","VectorStoreRouterToolkit","Tool"],"display_name":"VectorStoreRouterToolkit","documentation":""},"id":"VectorStoreRouterToolkit-I7Gmb","value":null},"selected":false,"positionAbsolute":{"x":1950.365974759041,"y":-1187.9950390730755},"dragging":false},{"width":384,"height":399,"id":"VectorStoreInfo-zfdTq","type":"genericNode","position":{"x":1475.4953463167612,"y":-1166.4344593839103},"data":{"type":"VectorStoreInfo","node":{"template":{"vectorstore":{"required":true,"placeholder":"","show":true,"multiline":false,"password":false,"name":"vectorstore","advanced":false,"info":"","type":"VectorStore","list":false},"description":{"required":true,"placeholder":"","show":true,"multiline":true,"password":false,"name":"description","advanced":false,"info":"","type":"str","list":false},"name":{"required":true,"placeholder":"","show":true,"multiline":false,"password":false,"name":"name","advanced":false,"info":"","type":"str","list":false},"_type":"VectorStoreInfo"},"description":"Information about a vectorstore.","base_classes":["VectorStoreInfo"],"display_name":"VectorStoreInfo","documentation":""},"id":"VectorStoreInfo-zfdTq","value":null},"selected":false,"positionAbsolute":{"x":1475.4953463167612,"y":-1166.4344593839103},"dragging":false},{"width":384,"height":489,"id":"CharacterTextSplitter-YffpS","type":"genericNode","position":{"x":544.5729935080284,"y":-1329.4137999041677},"data":{"type":"CharacterTextSplitter","node":{"template":{"documents":{"required":true,"placeholder":"","show":true,"multiline":false,"password":false,"name":"documents","advanced":false,"info":"","type":"BaseLoader","list":false},"chunk_overlap":{"required":true,"placeholder":"","show":true,"multiline":false,"value":200,"password":false,"name":"chunk_overlap","display_name":"Chunk Overlap","advanced":false,"info":"","type":"int","list":false},"chunk_size":{"required":true,"placeholder":"","show":true,"multiline":false,"value":4000,"password":false,"name":"chunk_size","display_name":"Chunk Size","advanced":false,"info":"","type":"int","list":false},"separator":{"required":true,"placeholder":"","show":true,"multiline":false,"value":".","password":false,"name":"separator","display_name":"Separator","advanced":false,"info":"","type":"str","list":false},"_type":"CharacterTextSplitter"},"description":"Implementation of splitting text that looks at characters.","base_classes":["CharacterTextSplitter","BaseDocumentTransformer","TextSplitter"],"display_name":"CharacterTextSplitter","documentation":"https://python.langchain.com/docs/modules/data_connection/document_transformers/text_splitters/character_text_splitter"},"id":"CharacterTextSplitter-YffpS","value":null},"selected":false,"positionAbsolute":{"x":544.5729935080284,"y":-1329.4137999041677},"dragging":false},{"width":384,"height":489,"id":"CharacterTextSplitter-5cEqA","type":"genericNode","position":{"x":455.39085931215675,"y":-273.1977246363788},"data":{"type":"CharacterTextSplitter","node":{"template":{"documents":{"required":true,"placeholder":"","show":true,"multiline":false,"password":false,"name":"documents","advanced":false,"info":"","type":"BaseLoader","list":false},"chunk_overlap":{"required":true,"placeholder":"","show":true,"multiline":false,"value":200,"password":false,"name":"chunk_overlap","display_name":"Chunk Overlap","advanced":false,"info":"","type":"int","list":false},"chunk_size":{"required":true,"placeholder":"","show":true,"multiline":false,"value":4000,"password":false,"name":"chunk_size","display_name":"Chunk Size","advanced":false,"info":"","type":"int","list":false},"separator":{"required":true,"placeholder":"","show":true,"multiline":false,"value":".","password":false,"name":"separator","display_name":"Separator","advanced":false,"info":"","type":"str","list":false},"_type":"CharacterTextSplitter"},"description":"Implementation of splitting text that looks at characters.","base_classes":["CharacterTextSplitter","BaseDocumentTransformer","TextSplitter"],"display_name":"CharacterTextSplitter","documentation":"https://python.langchain.com/docs/modules/data_connection/document_transformers/text_splitters/character_text_splitter"},"id":"CharacterTextSplitter-5cEqA","value":null},"selected":false,"positionAbsolute":{"x":455.39085931215675,"y":-273.1977246363788},"dragging":false},{"width":384,"height":265,"id":"TextLoader-60P3d","type":"genericNode","position":{"x":30.83836620377508,"y":-1284.2622844002963},"data":{"type":"TextLoader","node":{"template":{"file_path":{"required":true,"placeholder":"","show":true,"multiline":false,"value":"","suffixes":[".txt"],"fileTypes":["txt"],"password":false,"name":"file_path","advanced":false,"info":"","type":"file","list":false,"file_path":null},"metadata":{"required":true,"placeholder":"","show":true,"multiline":false,"value":"{}","password":false,"name":"metadata","display_name":"Metadata","advanced":false,"info":"","type":"code","list":false},"_type":"TextLoader"},"description":"Load text files.","base_classes":["BaseLoader","TextLoader"],"display_name":"TextLoader","documentation":"https://python.langchain.com/docs/modules/data_connection/document_loaders/"},"id":"TextLoader-60P3d","value":null},"selected":false,"positionAbsolute":{"x":30.83836620377508,"y":-1284.2622844002963},"dragging":false},{"width":384,"height":273,"id":"OpenAIEmbeddings-sVgKo","type":"genericNode","position":{"x":512.838366203775,"y":-728.2622844002965},"data":{"type":"OpenAIEmbeddings","node":{"template":{"allowed_special":{"required":false,"placeholder":"","show":true,"multiline":false,"value":[],"password":false,"name":"allowed_special","advanced":true,"info":"","type":"Literal'all'","list":true},"disallowed_special":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"all","password":false,"name":"disallowed_special","advanced":true,"info":"","type":"Literal'all'","list":true},"chunk_size":{"required":false,"placeholder":"","show":true,"multiline":false,"value":1000,"password":false,"name":"chunk_size","advanced":true,"info":"","type":"int","list":false},"client":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"client","advanced":true,"info":"","type":"Any","list":false},"deployment":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"text-embedding-ada-002","password":false,"name":"deployment","advanced":true,"info":"","type":"str","list":false},"embedding_ctx_length":{"required":false,"placeholder":"","show":true,"multiline":false,"value":8191,"password":false,"name":"embedding_ctx_length","advanced":true,"info":"","type":"int","list":false},"headers":{"required":false,"placeholder":"","show":false,"multiline":true,"value":"{'Authorization':\n 'Bearer '}","password":false,"name":"headers","advanced":true,"info":"","type":"Any","list":false},"max_retries":{"required":false,"placeholder":"","show":true,"multiline":false,"value":6,"password":false,"name":"max_retries","advanced":true,"info":"","type":"int","list":false},"model":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"text-embedding-ada-002","password":false,"name":"model","advanced":true,"info":"","type":"str","list":false},"openai_api_base":{"required":false,"placeholder":"","show":true,"multiline":false,"password":true,"name":"openai_api_base","display_name":"OpenAI API Base","advanced":true,"info":"","type":"str","list":false},"openai_api_key":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"","password":true,"name":"openai_api_key","display_name":"OpenAI API Key","advanced":false,"info":"","type":"str","list":false},"openai_api_type":{"required":false,"placeholder":"","show":true,"multiline":false,"password":true,"name":"openai_api_type","display_name":"OpenAI API Type","advanced":true,"info":"","type":"str","list":false},"openai_api_version":{"required":false,"placeholder":"","show":true,"multiline":false,"password":true,"name":"openai_api_version","display_name":"OpenAI API Version","advanced":true,"info":"","type":"str","list":false},"openai_organization":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"openai_organization","display_name":"OpenAI Organization","advanced":true,"info":"","type":"str","list":false},"openai_proxy":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"openai_proxy","display_name":"OpenAI Proxy","advanced":true,"info":"","type":"str","list":false},"request_timeout":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"request_timeout","advanced":true,"info":"","type":"float","list":false},"tiktoken_model_name":{"required":false,"placeholder":"","show":true,"multiline":false,"password":true,"name":"tiktoken_model_name","advanced":false,"info":"","type":"str","list":false},"_type":"OpenAIEmbeddings"},"description":"Wrapper around OpenAI embedding models.","base_classes":["OpenAIEmbeddings","Embeddings"],"display_name":"OpenAIEmbeddings","documentation":"https://python.langchain.com/docs/modules/data_connection/text_embedding/integrations/openai"},"id":"OpenAIEmbeddings-sVgKo","value":null},"selected":false,"positionAbsolute":{"x":512.838366203775,"y":-728.2622844002965},"dragging":false},{"width":384,"height":353,"id":"Chroma-a9tYh","type":"genericNode","position":{"x":1002.8383662037747,"y":-578.2622844002965},"data":{"type":"Chroma","node":{"template":{"client":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"client","advanced":false,"info":"","type":"chromadb.Client","list":false},"client_settings":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"client_settings","advanced":false,"info":"","type":"chromadb.config.Setting","list":true},"documents":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"documents","display_name":"Documents","advanced":false,"info":"","type":"TextSplitter","list":true},"embedding":{"required":true,"placeholder":"","show":true,"multiline":false,"password":false,"name":"embedding","display_name":"Embedding","advanced":false,"info":"","type":"Embeddings","list":false},"collection_name":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"langchain","password":false,"name":"collection_name","advanced":false,"info":"","type":"str","list":false},"ids":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"ids","advanced":false,"info":"","type":"str","list":true},"metadatas":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"metadatas","advanced":false,"info":"","type":"code","list":true},"persist":{"required":false,"placeholder":"","show":true,"multiline":false,"value":false,"password":false,"name":"persist","display_name":"Persist","advanced":false,"info":"","type":"bool","list":false},"persist_directory":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"persist_directory","advanced":false,"info":"","type":"str","list":false},"search_kwargs":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"{}","password":false,"name":"search_kwargs","advanced":true,"info":"","type":"code","list":false},"_type":"Chroma"},"description":"Create a Chroma vectorstore from a raw documents.","base_classes":["VectorStore","Chroma","BaseRetriever","VectorStoreRetriever"],"display_name":"Chroma","documentation":"https://python.langchain.com/docs/modules/data_connection/vectorstores/integrations/chroma"},"id":"Chroma-a9tYh","value":null},"selected":false,"positionAbsolute":{"x":1002.8383662037747,"y":-578.2622844002965},"dragging":false},{"width":384,"height":353,"id":"Chroma-Po3i2","type":"genericNode","position":{"x":1006.838366203775,"y":-1186.2622844002963},"data":{"type":"Chroma","node":{"template":{"client":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"client","advanced":false,"info":"","type":"chromadb.Client","list":false},"client_settings":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"client_settings","advanced":false,"info":"","type":"chromadb.config.Setting","list":true},"documents":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"documents","display_name":"Documents","advanced":false,"info":"","type":"TextSplitter","list":true},"embedding":{"required":true,"placeholder":"","show":true,"multiline":false,"password":false,"name":"embedding","display_name":"Embedding","advanced":false,"info":"","type":"Embeddings","list":false},"collection_name":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"langchain","password":false,"name":"collection_name","advanced":false,"info":"","type":"str","list":false},"ids":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"ids","advanced":false,"info":"","type":"str","list":true},"metadatas":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"metadatas","advanced":false,"info":"","type":"code","list":true},"persist":{"required":false,"placeholder":"","show":true,"multiline":false,"value":false,"password":false,"name":"persist","display_name":"Persist","advanced":false,"info":"","type":"bool","list":false},"persist_directory":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"persist_directory","advanced":false,"info":"","type":"str","list":false},"search_kwargs":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"{}","password":false,"name":"search_kwargs","advanced":true,"info":"","type":"code","list":false},"_type":"Chroma"},"description":"Create a Chroma vectorstore from a raw documents.","base_classes":["VectorStore","Chroma","BaseRetriever","VectorStoreRetriever"],"display_name":"Chroma","documentation":"https://python.langchain.com/docs/modules/data_connection/vectorstores/integrations/chroma"},"id":"Chroma-Po3i2","value":null},"selected":false,"positionAbsolute":{"x":1006.838366203775,"y":-1186.2622844002963},"dragging":false}],"edges":[{"source":"OpenAI-JJguX","sourceHandle":"OpenAI|OpenAI-JJguX|BaseLLM|BaseOpenAI|BaseLanguageModel|OpenAI","target":"VectorStoreRouterAgent-8B9Zm","targetHandle":"BaseLanguageModel|llm|VectorStoreRouterAgent-8B9Zm","className":"","id":"reactflow__edge-OpenAI-JJguXOpenAI|OpenAI-JJguX|BaseLLM|BaseOpenAI|BaseLanguageModel|OpenAI-VectorStoreRouterAgent-8B9ZmBaseLanguageModel|llm|VectorStoreRouterAgent-8B9Zm","selected":false,"style":{"stroke":"#555555"},"animated":false},{"source":"VectorStoreRouterToolkit-I7Gmb","sourceHandle":"VectorStoreRouterToolkit|VectorStoreRouterToolkit-I7Gmb|BaseToolkit|VectorStoreRouterToolkit|Tool","target":"VectorStoreRouterAgent-8B9Zm","targetHandle":"VectorStoreRouterToolkit|vectorstoreroutertoolkit|VectorStoreRouterAgent-8B9Zm","className":"","id":"reactflow__edge-VectorStoreRouterToolkit-I7GmbVectorStoreRouterToolkit|VectorStoreRouterToolkit-I7Gmb|BaseToolkit|VectorStoreRouterToolkit|Tool-VectorStoreRouterAgent-8B9ZmVectorStoreRouterToolkit|vectorstoreroutertoolkit|VectorStoreRouterAgent-8B9Zm","selected":false,"style":{"stroke":"#555555"},"animated":false},{"source":"VectorStoreInfo-wcibr","sourceHandle":"VectorStoreInfo|VectorStoreInfo-wcibr|VectorStoreInfo","target":"VectorStoreRouterToolkit-I7Gmb","targetHandle":"VectorStoreInfo|vectorstores|VectorStoreRouterToolkit-I7Gmb","className":"","id":"reactflow__edge-VectorStoreInfo-wcibrVectorStoreInfo|VectorStoreInfo-wcibr|VectorStoreInfo-VectorStoreRouterToolkit-I7GmbVectorStoreInfo|vectorstores|VectorStoreRouterToolkit-I7Gmb","selected":false,"style":{"stroke":"#555555"},"animated":false},{"source":"VectorStoreInfo-zfdTq","sourceHandle":"VectorStoreInfo|VectorStoreInfo-zfdTq|VectorStoreInfo","target":"VectorStoreRouterToolkit-I7Gmb","targetHandle":"VectorStoreInfo|vectorstores|VectorStoreRouterToolkit-I7Gmb","className":"","id":"reactflow__edge-VectorStoreInfo-zfdTqVectorStoreInfo|VectorStoreInfo-zfdTq|VectorStoreInfo-VectorStoreRouterToolkit-I7GmbVectorStoreInfo|vectorstores|VectorStoreRouterToolkit-I7Gmb","selected":false,"style":{"stroke":"#555555"},"animated":false},{"source":"WebBaseLoader-ucATc","sourceHandle":"WebBaseLoader|WebBaseLoader-ucATc|BaseLoader|WebBaseLoader","target":"CharacterTextSplitter-5cEqA","targetHandle":"BaseLoader|documents|CharacterTextSplitter-5cEqA","className":"","id":"reactflow__edge-WebBaseLoader-ucATcWebBaseLoader|WebBaseLoader-ucATc|BaseLoader|WebBaseLoader-CharacterTextSplitter-5cEqABaseLoader|documents|CharacterTextSplitter-5cEqA","selected":false,"style":{"stroke":"#555555"},"animated":false},{"source":"TextLoader-60P3d","sourceHandle":"TextLoader|TextLoader-60P3d|BaseLoader|TextLoader","target":"CharacterTextSplitter-YffpS","targetHandle":"BaseLoader|documents|CharacterTextSplitter-YffpS","style":{"stroke":"#555555"},"animated":false,"id":"reactflow__edge-TextLoader-60P3dTextLoader|TextLoader-60P3d|BaseLoader|TextLoader-CharacterTextSplitter-YffpSBaseLoader|documents|CharacterTextSplitter-YffpS","selected":false,"className":""},{"source":"OpenAIEmbeddings-sVgKo","sourceHandle":"OpenAIEmbeddings|OpenAIEmbeddings-sVgKo|OpenAIEmbeddings|Embeddings","target":"Chroma-a9tYh","targetHandle":"Embeddings|embedding|Chroma-a9tYh","style":{"stroke":"#555555"},"animated":false,"id":"reactflow__edge-OpenAIEmbeddings-sVgKoOpenAIEmbeddings|OpenAIEmbeddings-sVgKo|OpenAIEmbeddings|Embeddings-Chroma-a9tYhEmbeddings|embedding|Chroma-a9tYh","selected":false,"className":""},{"source":"CharacterTextSplitter-5cEqA","sourceHandle":"CharacterTextSplitter|CharacterTextSplitter-5cEqA|CharacterTextSplitter|BaseDocumentTransformer|TextSplitter","target":"Chroma-a9tYh","targetHandle":"TextSplitter|documents|Chroma-a9tYh","style":{"stroke":"#555555"},"animated":false,"id":"reactflow__edge-CharacterTextSplitter-5cEqACharacterTextSplitter|CharacterTextSplitter-5cEqA|CharacterTextSplitter|BaseDocumentTransformer|TextSplitter-Chroma-a9tYhTextSplitter|documents|Chroma-a9tYh","selected":false,"className":""},{"source":"Chroma-a9tYh","sourceHandle":"Chroma|Chroma-a9tYh|VectorStore|Chroma|BaseRetriever|VectorStoreRetriever","target":"VectorStoreInfo-wcibr","targetHandle":"VectorStore|vectorstore|VectorStoreInfo-wcibr","style":{"stroke":"#555555"},"animated":false,"id":"reactflow__edge-Chroma-a9tYhChroma|Chroma-a9tYh|VectorStore|Chroma|BaseRetriever|VectorStoreRetriever-VectorStoreInfo-wcibrVectorStore|vectorstore|VectorStoreInfo-wcibr","selected":false,"className":""},{"source":"CharacterTextSplitter-YffpS","sourceHandle":"CharacterTextSplitter|CharacterTextSplitter-YffpS|CharacterTextSplitter|BaseDocumentTransformer|TextSplitter","target":"Chroma-Po3i2","targetHandle":"TextSplitter|documents|Chroma-Po3i2","style":{"stroke":"#555555"},"animated":false,"id":"reactflow__edge-CharacterTextSplitter-YffpSCharacterTextSplitter|CharacterTextSplitter-YffpS|CharacterTextSplitter|BaseDocumentTransformer|TextSplitter-Chroma-Po3i2TextSplitter|documents|Chroma-Po3i2","selected":false,"className":""},{"source":"OpenAIEmbeddings-sVgKo","sourceHandle":"OpenAIEmbeddings|OpenAIEmbeddings-sVgKo|OpenAIEmbeddings|Embeddings","target":"Chroma-Po3i2","targetHandle":"Embeddings|embedding|Chroma-Po3i2","style":{"stroke":"#555555"},"animated":false,"id":"reactflow__edge-OpenAIEmbeddings-sVgKoOpenAIEmbeddings|OpenAIEmbeddings-sVgKo|OpenAIEmbeddings|Embeddings-Chroma-Po3i2Embeddings|embedding|Chroma-Po3i2","selected":false,"className":""},{"source":"Chroma-Po3i2","sourceHandle":"Chroma|Chroma-Po3i2|VectorStore|Chroma|BaseRetriever|VectorStoreRetriever","target":"VectorStoreInfo-zfdTq","targetHandle":"VectorStore|vectorstore|VectorStoreInfo-zfdTq","style":{"stroke":"#555555"},"animated":false,"id":"reactflow__edge-Chroma-Po3i2Chroma|Chroma-Po3i2|VectorStore|Chroma|BaseRetriever|VectorStoreRetriever-VectorStoreInfo-zfdTqVectorStore|vectorstore|VectorStoreInfo-zfdTq","selected":false,"className":""}],"viewport":{"x":14.580816898112744,"y":706.1311422001484,"zoom":0.5}},"id":"d9f138ba-7339-41fa-bfcd-b677d51088b3"},{"name":"Vector Store","description":"An agent that can query a Vector Store.","data":{"nodes":[{"width":384,"height":267,"id":"VectorStoreAgent-CUaic","type":"genericNode","position":{"x":2115.5183674856203,"y":-1277.6284872455249},"data":{"type":"VectorStoreAgent","node":{"template":{"llm":{"required":true,"placeholder":"","show":true,"multiline":false,"password":false,"name":"llm","display_name":"LLM","advanced":false,"info":"","type":"BaseLanguageModel","list":false},"vectorstoreinfo":{"required":true,"placeholder":"","show":true,"multiline":false,"password":false,"name":"vectorstoreinfo","display_name":"Vector Store Info","advanced":false,"info":"","type":"VectorStoreInfo","list":false},"_type":"vectorstore_agent"},"description":"Construct an agent from a Vector Store.","base_classes":["AgentExecutor"],"display_name":"VectorStoreAgent","documentation":""},"id":"VectorStoreAgent-CUaic","value":null},"selected":false,"positionAbsolute":{"x":2115.5183674856203,"y":-1277.6284872455249},"dragging":false},{"width":384,"height":597,"id":"OpenAI-2GjjK","type":"genericNode","position":{"x":1542.2354862784034,"y":-821.3862458563868},"data":{"type":"OpenAI","node":{"template":{"allowed_special":{"required":false,"placeholder":"","show":false,"multiline":false,"value":[],"password":false,"name":"allowed_special","advanced":false,"info":"","type":"Literal'all'","list":true},"callbacks":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"callbacks","advanced":false,"info":"","type":"langchain.callbacks.base.BaseCallbackHandler","list":true},"disallowed_special":{"required":false,"placeholder":"","show":false,"multiline":false,"value":"all","password":false,"name":"disallowed_special","advanced":false,"info":"","type":"Literal'all'","list":false},"batch_size":{"required":false,"placeholder":"","show":false,"multiline":false,"value":20,"password":false,"name":"batch_size","advanced":false,"info":"","type":"int","list":false},"best_of":{"required":false,"placeholder":"","show":false,"multiline":false,"value":1,"password":false,"name":"best_of","advanced":false,"info":"","type":"int","list":false},"cache":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"cache","advanced":false,"info":"","type":"bool","list":false},"client":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"client","advanced":false,"info":"","type":"Any","list":false},"frequency_penalty":{"required":false,"placeholder":"","show":false,"multiline":false,"value":0,"password":false,"name":"frequency_penalty","advanced":false,"info":"","type":"float","list":false},"logit_bias":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"logit_bias","advanced":false,"info":"","type":"code","list":false},"max_retries":{"required":false,"placeholder":"","show":false,"multiline":false,"value":6,"password":false,"name":"max_retries","advanced":false,"info":"","type":"int","list":false},"max_tokens":{"required":false,"placeholder":"","show":true,"multiline":false,"value":256,"password":true,"name":"max_tokens","advanced":false,"info":"","type":"int","list":false},"model_kwargs":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"model_kwargs","advanced":true,"info":"","type":"code","list":false},"model_name":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"text-davinci-003","password":false,"options":["text-davinci-003","text-davinci-002","text-curie-001","text-babbage-001","text-ada-001"],"name":"model_name","advanced":false,"info":"","type":"str","list":true},"n":{"required":false,"placeholder":"","show":false,"multiline":false,"value":1,"password":false,"name":"n","advanced":false,"info":"","type":"int","list":false},"openai_api_base":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"openai_api_base","display_name":"OpenAI API Base","advanced":false,"info":"\nThe base URL of the OpenAI API. Defaults to https://api.openai.com/v1.\n\nYou can change this to use other APIs like JinaChat, LocalAI and Prem.\n","type":"str","list":false},"openai_api_key":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"","password":true,"name":"openai_api_key","display_name":"OpenAI API Key","advanced":false,"info":"","type":"str","list":false},"openai_organization":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"openai_organization","display_name":"OpenAI Organization","advanced":false,"info":"","type":"str","list":false},"openai_proxy":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"openai_proxy","display_name":"OpenAI Proxy","advanced":false,"info":"","type":"str","list":false},"presence_penalty":{"required":false,"placeholder":"","show":false,"multiline":false,"value":0,"password":false,"name":"presence_penalty","advanced":false,"info":"","type":"float","list":false},"request_timeout":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"request_timeout","advanced":false,"info":"","type":"float","list":false},"streaming":{"required":false,"placeholder":"","show":false,"multiline":false,"value":false,"password":false,"name":"streaming","advanced":false,"info":"","type":"bool","list":false},"tags":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"tags","advanced":false,"info":"","type":"str","list":true},"temperature":{"required":false,"placeholder":"","show":true,"multiline":false,"value":0.7,"password":false,"name":"temperature","advanced":false,"info":"","type":"float","list":false},"tiktoken_model_name":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"tiktoken_model_name","advanced":false,"info":"","type":"str","list":false},"top_p":{"required":false,"placeholder":"","show":false,"multiline":false,"value":1,"password":false,"name":"top_p","advanced":false,"info":"","type":"float","list":false},"verbose":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"verbose","advanced":false,"info":"","type":"bool","list":false},"_type":"OpenAI"},"description":"Wrapper around OpenAI large language models.","base_classes":["BaseLLM","BaseOpenAI","BaseLanguageModel","OpenAI"],"display_name":"OpenAI","documentation":"https://python.langchain.com/docs/modules/model_io/models/llms/integrations/openai"},"id":"OpenAI-2GjjK","value":null},"selected":false,"positionAbsolute":{"x":1542.2354862784034,"y":-821.3862458563868},"dragging":false},{"width":384,"height":399,"id":"VectorStoreInfo-OeSTh","type":"genericNode","position":{"x":1553.2875394928135,"y":-1319.2113273706286},"data":{"type":"VectorStoreInfo","node":{"template":{"vectorstore":{"required":true,"placeholder":"","show":true,"multiline":false,"password":false,"name":"vectorstore","advanced":false,"info":"","type":"VectorStore","list":false},"description":{"required":true,"placeholder":"","show":true,"multiline":true,"password":false,"name":"description","advanced":false,"info":"","type":"str","list":false},"name":{"required":true,"placeholder":"","show":true,"multiline":false,"password":false,"name":"name","advanced":false,"info":"","type":"str","list":false},"_type":"VectorStoreInfo"},"description":"Information about a vectorstore.","base_classes":["VectorStoreInfo"],"display_name":"VectorStoreInfo","documentation":""},"id":"VectorStoreInfo-OeSTh","value":null},"selected":false,"positionAbsolute":{"x":1553.2875394928135,"y":-1319.2113273706286},"dragging":false},{"width":384,"height":393,"id":"Chroma-qKnOe","type":"genericNode","position":{"x":1108.0629902306098,"y":-1230.2020414057615},"data":{"type":"Chroma","node":{"template":{"client":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"client","advanced":false,"info":"","type":"chromadb.Client","list":false},"client_settings":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"client_settings","advanced":false,"info":"","type":"chromadb.config.Setting","list":true},"documents":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"documents","display_name":"Documents","advanced":false,"info":"","type":"TextSplitter","list":true},"embedding":{"required":true,"placeholder":"","show":true,"multiline":false,"password":false,"name":"embedding","display_name":"Embedding","advanced":false,"info":"","type":"Embeddings","list":false},"collection_name":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"langchain","password":false,"name":"collection_name","advanced":false,"info":"","type":"str","list":false},"ids":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"ids","advanced":false,"info":"","type":"str","list":true},"metadatas":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"metadatas","advanced":false,"info":"","type":"code","list":true},"persist":{"required":false,"placeholder":"","show":true,"multiline":false,"value":false,"password":false,"name":"persist","display_name":"Persist","advanced":false,"info":"","type":"bool","list":false},"persist_directory":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"persist_directory","advanced":false,"info":"","type":"str","list":false},"search_kwargs":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"{}","password":false,"name":"search_kwargs","advanced":true,"info":"","type":"code","list":false},"_type":"Chroma"},"description":"Create a Chroma vectorstore from a raw documents.","base_classes":["VectorStore","Chroma","BaseRetriever","VectorStoreRetriever"],"display_name":"Chroma","documentation":"https://python.langchain.com/docs/modules/data_connection/vectorstores/integrations/chroma"},"id":"Chroma-qKnOe","value":null},"selected":false,"positionAbsolute":{"x":1108.0629902306098,"y":-1230.2020414057615},"dragging":false},{"width":384,"height":293,"id":"WebBaseLoader-cUo0m","type":"genericNode","position":{"x":227.56835609516543,"y":-1139.8720072426718},"data":{"type":"WebBaseLoader","node":{"template":{"metadata":{"required":true,"placeholder":"","show":true,"multiline":false,"value":"{}","password":false,"name":"metadata","display_name":"Metadata","advanced":false,"info":"","type":"code","list":false},"web_path":{"required":true,"placeholder":"","show":true,"multiline":false,"value":"","password":false,"name":"web_path","display_name":"Web Page","advanced":false,"info":"","type":"str","list":false},"_type":"WebBaseLoader"},"description":"Loader that uses urllib and beautiful soup to load webpages.","base_classes":["BaseLoader","WebBaseLoader"],"display_name":"WebBaseLoader","documentation":"https://python.langchain.com/docs/modules/data_connection/document_loaders/integrations/web_base"},"id":"WebBaseLoader-cUo0m","value":null},"selected":false,"positionAbsolute":{"x":227.56835609516543,"y":-1139.8720072426718},"dragging":false},{"width":384,"height":489,"id":"CharacterTextSplitter-avuOf","type":"genericNode","position":{"x":665.798285693765,"y":-1326.6875132478858},"data":{"type":"CharacterTextSplitter","node":{"template":{"documents":{"required":true,"placeholder":"","show":true,"multiline":false,"password":false,"name":"documents","advanced":false,"info":"","type":"BaseLoader","list":false},"chunk_overlap":{"required":true,"placeholder":"","show":true,"multiline":false,"value":200,"password":false,"name":"chunk_overlap","display_name":"Chunk Overlap","advanced":false,"info":"","type":"int","list":false},"chunk_size":{"required":true,"placeholder":"","show":true,"multiline":false,"value":1000,"password":false,"name":"chunk_size","display_name":"Chunk Size","advanced":false,"info":"","type":"int","list":false},"separator":{"required":true,"placeholder":"","show":true,"multiline":false,"value":".","password":false,"name":"separator","display_name":"Separator","advanced":false,"info":"","type":"str","list":false},"_type":"CharacterTextSplitter"},"description":"Implementation of splitting text that looks at characters.","base_classes":["CharacterTextSplitter","BaseDocumentTransformer","TextSplitter"],"display_name":"CharacterTextSplitter","documentation":"https://python.langchain.com/docs/modules/data_connection/document_transformers/text_splitters/character_text_splitter"},"id":"CharacterTextSplitter-avuOf","value":null},"selected":false,"positionAbsolute":{"x":665.798285693765,"y":-1326.6875132478858},"dragging":false},{"width":384,"height":273,"id":"OpenAIEmbeddings-BRYQE","type":"genericNode","position":{"x":677.2699276778915,"y":-734.4639958173494},"data":{"type":"OpenAIEmbeddings","node":{"template":{"allowed_special":{"required":false,"placeholder":"","show":true,"multiline":false,"value":[],"password":false,"name":"allowed_special","advanced":true,"info":"","type":"Literal'all'","list":true},"disallowed_special":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"all","password":false,"name":"disallowed_special","advanced":true,"info":"","type":"Literal'all'","list":true},"chunk_size":{"required":false,"placeholder":"","show":true,"multiline":false,"value":1000,"password":false,"name":"chunk_size","advanced":true,"info":"","type":"int","list":false},"client":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"client","advanced":true,"info":"","type":"Any","list":false},"deployment":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"text-embedding-ada-002","password":false,"name":"deployment","advanced":true,"info":"","type":"str","list":false},"embedding_ctx_length":{"required":false,"placeholder":"","show":true,"multiline":false,"value":8191,"password":false,"name":"embedding_ctx_length","advanced":true,"info":"","type":"int","list":false},"headers":{"required":false,"placeholder":"","show":false,"multiline":true,"value":"{'Authorization':\n 'Bearer '}","password":false,"name":"headers","advanced":true,"info":"","type":"Any","list":false},"max_retries":{"required":false,"placeholder":"","show":true,"multiline":false,"value":6,"password":false,"name":"max_retries","advanced":true,"info":"","type":"int","list":false},"model":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"text-embedding-ada-002","password":false,"name":"model","advanced":true,"info":"","type":"str","list":false},"openai_api_base":{"required":false,"placeholder":"","show":true,"multiline":false,"password":true,"name":"openai_api_base","display_name":"OpenAI API Base","advanced":true,"info":"","type":"str","list":false},"openai_api_key":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"","password":true,"name":"openai_api_key","display_name":"OpenAI API Key","advanced":false,"info":"","type":"str","list":false},"openai_api_type":{"required":false,"placeholder":"","show":true,"multiline":false,"password":true,"name":"openai_api_type","display_name":"OpenAI API Type","advanced":true,"info":"","type":"str","list":false},"openai_api_version":{"required":false,"placeholder":"","show":true,"multiline":false,"password":true,"name":"openai_api_version","display_name":"OpenAI API Version","advanced":true,"info":"","type":"str","list":false},"openai_organization":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"openai_organization","display_name":"OpenAI Organization","advanced":true,"info":"","type":"str","list":false},"openai_proxy":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"openai_proxy","display_name":"OpenAI Proxy","advanced":true,"info":"","type":"str","list":false},"request_timeout":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"request_timeout","advanced":true,"info":"","type":"float","list":false},"tiktoken_model_name":{"required":false,"placeholder":"","show":true,"multiline":false,"password":true,"name":"tiktoken_model_name","advanced":false,"info":"","type":"str","list":false},"_type":"OpenAIEmbeddings"},"description":"Wrapper around OpenAI embedding models.","base_classes":["OpenAIEmbeddings","Embeddings"],"display_name":"OpenAIEmbeddings","documentation":"https://python.langchain.com/docs/modules/data_connection/text_embedding/integrations/openai"},"id":"OpenAIEmbeddings-BRYQE","value":null},"selected":false,"positionAbsolute":{"x":677.2699276778915,"y":-734.4639958173494},"dragging":false}],"edges":[{"source":"OpenAI-2GjjK","sourceHandle":"OpenAI|OpenAI-2GjjK|BaseLLM|BaseOpenAI|BaseLanguageModel|OpenAI","target":"VectorStoreAgent-CUaic","targetHandle":"BaseLanguageModel|llm|VectorStoreAgent-CUaic","className":"","id":"reactflow__edge-OpenAI-2GjjKOpenAI|OpenAI-2GjjK|BaseLLM|BaseOpenAI|BaseLanguageModel|OpenAI-VectorStoreAgent-CUaicBaseLanguageModel|llm|VectorStoreAgent-CUaic","selected":false,"style":{"stroke":"#555555"},"animated":false},{"source":"VectorStoreInfo-OeSTh","sourceHandle":"VectorStoreInfo|VectorStoreInfo-OeSTh|VectorStoreInfo","target":"VectorStoreAgent-CUaic","targetHandle":"VectorStoreInfo|vectorstoreinfo|VectorStoreAgent-CUaic","className":"","id":"reactflow__edge-VectorStoreInfo-OeSThVectorStoreInfo|VectorStoreInfo-OeSTh|VectorStoreInfo-VectorStoreAgent-CUaicVectorStoreInfo|vectorstoreinfo|VectorStoreAgent-CUaic","selected":false,"style":{"stroke":"#555555"},"animated":false},{"source":"Chroma-qKnOe","sourceHandle":"Chroma|Chroma-qKnOe|VectorStore|Chroma|BaseRetriever|VectorStoreRetriever","target":"VectorStoreInfo-OeSTh","targetHandle":"VectorStore|vectorstore|VectorStoreInfo-OeSTh","className":"","id":"reactflow__edge-Chroma-qKnOeChroma|Chroma-qKnOe|VectorStore|Chroma|BaseRetriever|VectorStoreRetriever-VectorStoreInfo-OeSThVectorStore|vectorstore|VectorStoreInfo-OeSTh","selected":false,"style":{"stroke":"#555555"},"animated":false},{"source":"WebBaseLoader-cUo0m","sourceHandle":"WebBaseLoader|WebBaseLoader-cUo0m|BaseLoader|WebBaseLoader","target":"CharacterTextSplitter-avuOf","targetHandle":"BaseLoader|documents|CharacterTextSplitter-avuOf","style":{"stroke":"#555555"},"animated":false,"id":"reactflow__edge-WebBaseLoader-cUo0mWebBaseLoader|WebBaseLoader-cUo0m|BaseLoader|WebBaseLoader-CharacterTextSplitter-avuOfBaseLoader|documents|CharacterTextSplitter-avuOf","selected":false,"className":""},{"source":"CharacterTextSplitter-avuOf","sourceHandle":"CharacterTextSplitter|CharacterTextSplitter-avuOf|CharacterTextSplitter|BaseDocumentTransformer|TextSplitter","target":"Chroma-qKnOe","targetHandle":"TextSplitter|documents|Chroma-qKnOe","style":{"stroke":"#555555"},"animated":false,"id":"reactflow__edge-CharacterTextSplitter-avuOfCharacterTextSplitter|CharacterTextSplitter-avuOf|CharacterTextSplitter|BaseDocumentTransformer|TextSplitter-Chroma-qKnOeTextSplitter|documents|Chroma-qKnOe","selected":false,"className":""},{"source":"OpenAIEmbeddings-BRYQE","sourceHandle":"OpenAIEmbeddings|OpenAIEmbeddings-BRYQE|OpenAIEmbeddings|Embeddings","target":"Chroma-qKnOe","targetHandle":"Embeddings|embedding|Chroma-qKnOe","style":{"stroke":"#555555"},"animated":false,"id":"reactflow__edge-OpenAIEmbeddings-BRYQEOpenAIEmbeddings|OpenAIEmbeddings-BRYQE|OpenAIEmbeddings|Embeddings-Chroma-qKnOeEmbeddings|embedding|Chroma-qKnOe","className":""}],"viewport":{"x":-133.30897101916833,"y":966.1945031643296,"zoom":0.697371833175203}},"id":"066641e3-6ad1-4d34-9b71-223fb15db07a"},{"name":"Basic Chat","description":"Simplest possible chat model","data":{"nodes":[{"width":384,"height":597,"id":"ChatOpenAI-ILM5t","type":"genericNode","position":{"x":228.87326389541306,"y":465.8628482073749},"data":{"type":"ChatOpenAI","node":{"template":{"callbacks":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"callbacks","advanced":false,"info":"","type":"langchain.callbacks.base.BaseCallbackHandler","list":true},"cache":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"cache","advanced":false,"info":"","type":"bool","list":false},"client":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"client","advanced":false,"info":"","type":"Any","list":false},"max_retries":{"required":false,"placeholder":"","show":false,"multiline":false,"value":6,"password":false,"name":"max_retries","advanced":false,"info":"","type":"int","list":false},"max_tokens":{"required":false,"placeholder":"","show":true,"multiline":false,"password":true,"name":"max_tokens","advanced":false,"info":"","type":"int","list":false},"model_kwargs":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"model_kwargs","advanced":true,"info":"","type":"code","list":false},"model_name":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"gpt-3.5-turbo","password":false,"options":["gpt-3.5-turbo-0613","gpt-3.5-turbo","gpt-3.5-turbo-16k-0613","gpt-3.5-turbo-16k","gpt-4-0613","gpt-4-32k-0613","gpt-4","gpt-4-32k"],"name":"model_name","advanced":false,"info":"","type":"str","list":true},"n":{"required":false,"placeholder":"","show":false,"multiline":false,"value":1,"password":false,"name":"n","advanced":false,"info":"","type":"int","list":false},"openai_api_base":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"openai_api_base","display_name":"OpenAI API Base","advanced":false,"info":"\nThe base URL of the OpenAI API. Defaults to https://api.openai.com/v1.\n\nYou can change this to use other APIs like JinaChat, LocalAI and Prem.\n","type":"str","list":false},"openai_api_key":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"","password":true,"name":"openai_api_key","display_name":"OpenAI API Key","advanced":false,"info":"","type":"str","list":false},"openai_organization":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"openai_organization","display_name":"OpenAI Organization","advanced":false,"info":"","type":"str","list":false},"openai_proxy":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"openai_proxy","display_name":"OpenAI Proxy","advanced":false,"info":"","type":"str","list":false},"request_timeout":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"request_timeout","advanced":false,"info":"","type":"float","list":false,"value":60},"streaming":{"required":false,"placeholder":"","show":false,"multiline":false,"value":false,"password":false,"name":"streaming","advanced":false,"info":"","type":"bool","list":false},"tags":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"tags","advanced":false,"info":"","type":"str","list":true},"temperature":{"required":false,"placeholder":"","show":true,"multiline":false,"value":0.7,"password":false,"name":"temperature","advanced":false,"info":"","type":"float","list":false},"tiktoken_model_name":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"tiktoken_model_name","advanced":false,"info":"","type":"str","list":false},"verbose":{"required":false,"placeholder":"","show":false,"multiline":false,"value":false,"password":false,"name":"verbose","advanced":false,"info":"","type":"bool","list":false},"_type":"ChatOpenAI"},"description":"Wrapper around OpenAI Chat large language models.","base_classes":["BaseChatModel","BaseLanguageModel","ChatOpenAI","BaseLLM"],"display_name":"ChatOpenAI","documentation":"https://python.langchain.com/docs/modules/model_io/models/chat/integrations/openai"},"id":"ChatOpenAI-ILM5t","value":null},"selected":false,"dragging":false,"positionAbsolute":{"x":228.87326389541306,"y":465.8628482073749}},{"width":384,"height":287,"id":"ConversationChain-FMIwu","type":"genericNode","position":{"x":806,"y":554},"data":{"type":"ConversationChain","node":{"template":{"callbacks":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"callbacks","advanced":false,"info":"","type":"langchain.callbacks.base.BaseCallbackHandler","list":true},"llm":{"required":true,"placeholder":"","show":true,"multiline":false,"password":false,"name":"llm","advanced":false,"info":"","type":"BaseLanguageModel","list":false},"memory":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"memory","advanced":false,"info":"","type":"BaseMemory","list":false},"output_parser":{"required":false,"placeholder":"","show":false,"multiline":false,"value":{"_type":"default"},"password":false,"name":"output_parser","advanced":false,"info":"","type":"BaseLLMOutputParser","list":false},"prompt":{"required":false,"placeholder":"","show":false,"multiline":false,"value":{"input_variables":["history","input"],"output_parser":null,"partial_variables":{},"template":"The following is a friendly conversation between a human and an AI. The AI is talkative and provides lots of specific details from its context. If the AI does not know the answer to a question, it truthfully says it does not know.\n\nCurrent conversation:\n{history}\nHuman: {input}\nAI:","template_format":"f-string","validate_template":true,"_type":"prompt"},"password":false,"name":"prompt","advanced":false,"info":"","type":"BasePromptTemplate","list":false},"input_key":{"required":true,"placeholder":"","show":true,"multiline":false,"value":"input","password":false,"name":"input_key","advanced":true,"info":"","type":"str","list":false},"llm_kwargs":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"llm_kwargs","advanced":false,"info":"","type":"code","list":false},"output_key":{"required":true,"placeholder":"","show":true,"multiline":false,"value":"response","password":false,"name":"output_key","advanced":true,"info":"","type":"str","list":false},"return_final_only":{"required":false,"placeholder":"","show":false,"multiline":false,"value":true,"password":false,"name":"return_final_only","advanced":false,"info":"","type":"bool","list":false},"tags":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"tags","advanced":false,"info":"","type":"str","list":true},"verbose":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"verbose","advanced":true,"info":"","type":"bool","list":false},"_type":"ConversationChain"},"description":"Chain to have a conversation and load context from memory.","base_classes":["ConversationChain","LLMChain","Chain","function"],"display_name":"ConversationChain","documentation":""},"id":"ConversationChain-FMIwu","value":null},"selected":true,"dragging":false,"positionAbsolute":{"x":806,"y":554}}],"edges":[{"source":"ChatOpenAI-ILM5t","sourceHandle":"ChatOpenAI|ChatOpenAI-ILM5t|BaseChatModel|BaseLanguageModel|ChatOpenAI|BaseLLM","target":"ConversationChain-FMIwu","targetHandle":"BaseLanguageModel|llm|ConversationChain-FMIwu","className":"","id":"reactflow__edge-ChatOpenAI-ILM5tChatOpenAI|ChatOpenAI-ILM5t|BaseChatModel|BaseLanguageModel|ChatOpenAI|BaseLLM-ConversationChain-FMIwuBaseLanguageModel|llm|ConversationChain-FMIwu","style":{"stroke":"#555555"},"animated":false}],"viewport":{"x":389.9096775910921,"y":0.7671274465648139,"zoom":0.5}},"id":"9fbd0b86-45af-4caf-a359-d66cf23921e7"},{"name":"Summary Memory","description":"A Chain that uses a ConversationSummaryMemory","data":{"nodes":[{"width":384,"height":313,"id":"ConversationSummaryMemory-jYJ49","type":"genericNode","position":{"x":1118.1130602083322,"y":280.37761107143024},"data":{"type":"ConversationSummaryMemory","node":{"template":{"chat_memory":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"chat_memory","advanced":false,"info":"","type":"BaseChatMessageHistory","list":false},"llm":{"required":true,"placeholder":"","show":true,"multiline":false,"password":false,"name":"llm","advanced":false,"info":"","type":"BaseLanguageModel","list":false},"prompt":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"prompt","advanced":false,"info":"","type":"BasePromptTemplate","list":false},"summary_message_cls":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"summary_message_cls","advanced":false,"info":"","type":"Type[langchain.schema.BaseMessage]","list":false},"ai_prefix":{"required":false,"placeholder":"","show":false,"multiline":false,"value":"AI","password":false,"name":"ai_prefix","advanced":false,"info":"","type":"str","list":false},"buffer":{"required":false,"placeholder":"","show":false,"multiline":false,"value":"","password":false,"name":"buffer","advanced":false,"info":"","type":"str","list":false},"human_prefix":{"required":false,"placeholder":"","show":false,"multiline":false,"value":"Human","password":false,"name":"human_prefix","advanced":false,"info":"","type":"str","list":false},"input_key":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"","password":false,"name":"input_key","advanced":false,"info":"","type":"str","list":false},"memory_key":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"history","password":false,"name":"memory_key","advanced":false,"info":"","type":"str","list":false},"output_key":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"","password":false,"name":"output_key","advanced":false,"info":"","type":"str","list":false},"return_messages":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"return_messages","advanced":false,"info":"","type":"bool","list":false},"_type":"ConversationSummaryMemory"},"description":"Conversation summarizer to memory.","base_classes":["BaseChatMemory","ConversationSummaryMemory","BaseMemory","SummarizerMixin"],"display_name":"ConversationSummaryMemory","documentation":"https://python.langchain.com/docs/modules/memory/how_to/summary"},"id":"ConversationSummaryMemory-jYJ49","value":null},"selected":false,"positionAbsolute":{"x":1118.1130602083322,"y":280.37761107143024},"dragging":false},{"width":384,"height":597,"id":"ChatOpenAI-hxn13","type":"genericNode","position":{"x":593.8365713553318,"y":483.01522765803907},"data":{"type":"ChatOpenAI","node":{"template":{"callbacks":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"callbacks","advanced":false,"info":"","type":"langchain.callbacks.base.BaseCallbackHandler","list":true},"cache":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"cache","advanced":false,"info":"","type":"bool","list":false},"client":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"client","advanced":false,"info":"","type":"Any","list":false},"max_retries":{"required":false,"placeholder":"","show":false,"multiline":false,"value":6,"password":false,"name":"max_retries","advanced":false,"info":"","type":"int","list":false},"max_tokens":{"required":false,"placeholder":"","show":true,"multiline":false,"password":true,"name":"max_tokens","advanced":false,"info":"","type":"int","list":false},"model_kwargs":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"model_kwargs","advanced":true,"info":"","type":"code","list":false},"model_name":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"gpt-3.5-turbo","password":false,"options":["gpt-3.5-turbo-0613","gpt-3.5-turbo","gpt-3.5-turbo-16k-0613","gpt-3.5-turbo-16k","gpt-4-0613","gpt-4-32k-0613","gpt-4","gpt-4-32k"],"name":"model_name","advanced":false,"info":"","type":"str","list":true},"n":{"required":false,"placeholder":"","show":false,"multiline":false,"value":1,"password":false,"name":"n","advanced":false,"info":"","type":"int","list":false},"openai_api_base":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"openai_api_base","display_name":"OpenAI API Base","advanced":false,"info":"\nThe base URL of the OpenAI API. Defaults to https://api.openai.com/v1.\n\nYou can change this to use other APIs like JinaChat, LocalAI and Prem.\n","type":"str","list":false},"openai_api_key":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"","password":true,"name":"openai_api_key","display_name":"OpenAI API Key","advanced":false,"info":"","type":"str","list":false},"openai_organization":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"openai_organization","display_name":"OpenAI Organization","advanced":false,"info":"","type":"str","list":false},"openai_proxy":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"openai_proxy","display_name":"OpenAI Proxy","advanced":false,"info":"","type":"str","list":false},"request_timeout":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"request_timeout","advanced":false,"info":"","type":"float","list":false,"value":60},"streaming":{"required":false,"placeholder":"","show":false,"multiline":false,"value":false,"password":false,"name":"streaming","advanced":false,"info":"","type":"bool","list":false},"tags":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"tags","advanced":false,"info":"","type":"str","list":true},"temperature":{"required":false,"placeholder":"","show":true,"multiline":false,"value":0.7,"password":false,"name":"temperature","advanced":false,"info":"","type":"float","list":false},"tiktoken_model_name":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"tiktoken_model_name","advanced":false,"info":"","type":"str","list":false},"verbose":{"required":false,"placeholder":"","show":false,"multiline":false,"value":false,"password":false,"name":"verbose","advanced":false,"info":"","type":"bool","list":false},"_type":"ChatOpenAI"},"description":"Wrapper around OpenAI Chat large language models.","base_classes":["BaseChatModel","BaseLanguageModel","ChatOpenAI","BaseLLM"],"display_name":"ChatOpenAI","documentation":"https://python.langchain.com/docs/modules/model_io/models/chat/integrations/openai"},"id":"ChatOpenAI-hxn13","value":null},"selected":false,"positionAbsolute":{"x":593.8365713553318,"y":483.01522765803907},"dragging":false},{"width":384,"height":287,"id":"ConversationChain-qS4sF","type":"genericNode","position":{"x":1591.8694239743472,"y":665.1275441560489},"data":{"type":"ConversationChain","node":{"template":{"callbacks":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"callbacks","advanced":false,"info":"","type":"langchain.callbacks.base.BaseCallbackHandler","list":true},"llm":{"required":true,"placeholder":"","show":true,"multiline":false,"password":false,"name":"llm","advanced":false,"info":"","type":"BaseLanguageModel","list":false},"memory":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"memory","advanced":false,"info":"","type":"BaseMemory","list":false},"output_parser":{"required":false,"placeholder":"","show":false,"multiline":false,"value":{"_type":"default"},"password":false,"name":"output_parser","advanced":false,"info":"","type":"BaseLLMOutputParser","list":false},"prompt":{"required":false,"placeholder":"","show":false,"multiline":false,"value":{"input_variables":["history","input"],"output_parser":null,"partial_variables":{},"template":"The following is a friendly conversation between a human and an AI. The AI is talkative and provides lots of specific details from its context. If the AI does not know the answer to a question, it truthfully says it does not know.\n\nCurrent conversation:\n{history}\nHuman: {input}\nAI:","template_format":"f-string","validate_template":true,"_type":"prompt"},"password":false,"name":"prompt","advanced":false,"info":"","type":"BasePromptTemplate","list":false},"input_key":{"required":true,"placeholder":"","show":true,"multiline":false,"value":"input","password":false,"name":"input_key","advanced":true,"info":"","type":"str","list":false},"llm_kwargs":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"llm_kwargs","advanced":false,"info":"","type":"code","list":false},"output_key":{"required":true,"placeholder":"","show":true,"multiline":false,"value":"response","password":false,"name":"output_key","advanced":true,"info":"","type":"str","list":false},"return_final_only":{"required":false,"placeholder":"","show":false,"multiline":false,"value":true,"password":false,"name":"return_final_only","advanced":false,"info":"","type":"bool","list":false},"tags":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"tags","advanced":false,"info":"","type":"str","list":true},"verbose":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"verbose","advanced":true,"info":"","type":"bool","list":false},"_type":"ConversationChain"},"description":"Chain to have a conversation and load context from memory.","base_classes":["ConversationChain","LLMChain","Chain","function"],"display_name":"ConversationChain","documentation":""},"id":"ConversationChain-qS4sF","value":null},"selected":false,"positionAbsolute":{"x":1591.8694239743472,"y":665.1275441560489},"dragging":false}],"edges":[{"source":"ChatOpenAI-hxn13","sourceHandle":"ChatOpenAI|ChatOpenAI-hxn13|BaseChatModel|BaseLanguageModel|ChatOpenAI|BaseLLM","target":"ConversationSummaryMemory-jYJ49","targetHandle":"BaseLanguageModel|llm|ConversationSummaryMemory-jYJ49","className":"","id":"reactflow__edge-ChatOpenAI-hxn13ChatOpenAI|ChatOpenAI-hxn13|BaseChatModel|BaseLanguageModel|ChatOpenAI|BaseLLM-ConversationSummaryMemory-jYJ49BaseLanguageModel|llm|ConversationSummaryMemory-jYJ49","style":{"stroke":"#555555"},"animated":false},{"source":"ConversationSummaryMemory-jYJ49","sourceHandle":"ConversationSummaryMemory|ConversationSummaryMemory-jYJ49|BaseChatMemory|ConversationSummaryMemory|BaseMemory|SummarizerMixin","target":"ConversationChain-qS4sF","targetHandle":"BaseMemory|memory|ConversationChain-qS4sF","className":"","id":"reactflow__edge-ConversationSummaryMemory-jYJ49ConversationSummaryMemory|ConversationSummaryMemory-jYJ49|BaseChatMemory|ConversationSummaryMemory|BaseMemory|SummarizerMixin-ConversationChain-qS4sFBaseMemory|memory|ConversationChain-qS4sF","style":{"stroke":"#555555"},"animated":false},{"source":"ChatOpenAI-hxn13","sourceHandle":"ChatOpenAI|ChatOpenAI-hxn13|BaseChatModel|BaseLanguageModel|ChatOpenAI|BaseLLM","target":"ConversationChain-qS4sF","targetHandle":"BaseLanguageModel|llm|ConversationChain-qS4sF","className":"","id":"reactflow__edge-ChatOpenAI-hxn13ChatOpenAI|ChatOpenAI-hxn13|BaseChatModel|BaseLanguageModel|ChatOpenAI|BaseLLM-ConversationChain-qS4sFBaseLanguageModel|llm|ConversationChain-qS4sF","style":{"stroke":"#555555"},"animated":false}],"viewport":{"x":-228.12489837254475,"y":-133.84121476342455,"zoom":0.697371833175203}},"id":"d798db80-2870-492b-9870-fea856407e44"},{"name":"Thirsty Kepler","description":"Design Dialogues with Langflow.","data":null,"id":"fc70a697-4802-490e-9ea2-955915386d79"},{"name":"Mischievous Payne","description":"Interactive Language Weaving.","data":null,"id":"4752deb3-662a-4c8c-887c-15ba92d6f1dd"},{"name":"Stoic Hamilton","description":"Generate, Innovate, Communicate.","data":null,"id":"63cd3671-572f-4513-a2b3-5d7b9e626618"},{"name":"Multiple Vector Stores","description":"An agent that selects which Vector Store to use based on the input","data":{"nodes":[{"width":336,"height":536,"id":"OpenAI-AAv06","type":"genericNode","position":{"x":1940.8187272680002,"y":-1822.352423220315},"data":{"type":"OpenAI","node":{"template":{"allowed_special":{"required":false,"placeholder":"","show":false,"multiline":false,"value":[],"password":false,"name":"allowed_special","advanced":false,"info":"","type":"Literal'all'","list":true},"callbacks":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"callbacks","advanced":false,"info":"","type":"langchain.callbacks.base.BaseCallbackHandler","list":true},"disallowed_special":{"required":false,"placeholder":"","show":false,"multiline":false,"value":"all","password":false,"name":"disallowed_special","advanced":false,"info":"","type":"Literal'all'","list":false},"batch_size":{"required":false,"placeholder":"","show":false,"multiline":false,"value":20,"password":false,"name":"batch_size","advanced":false,"info":"","type":"int","list":false},"best_of":{"required":false,"placeholder":"","show":false,"multiline":false,"value":1,"password":false,"name":"best_of","advanced":false,"info":"","type":"int","list":false},"cache":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"cache","advanced":false,"info":"","type":"bool","list":false},"client":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"client","advanced":false,"info":"","type":"Any","list":false},"frequency_penalty":{"required":false,"placeholder":"","show":false,"multiline":false,"value":0,"password":false,"name":"frequency_penalty","advanced":false,"info":"","type":"float","list":false},"logit_bias":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"logit_bias","advanced":false,"info":"","type":"code","list":false},"max_retries":{"required":false,"placeholder":"","show":false,"multiline":false,"value":6,"password":false,"name":"max_retries","advanced":false,"info":"","type":"int","list":false},"max_tokens":{"required":false,"placeholder":"","show":true,"multiline":false,"value":256,"password":true,"name":"max_tokens","advanced":false,"info":"","type":"int","list":false},"model_kwargs":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"model_kwargs","advanced":true,"info":"","type":"code","list":false},"model_name":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"text-davinci-003","password":false,"options":["text-davinci-003","text-davinci-002","text-curie-001","text-babbage-001","text-ada-001"],"name":"model_name","advanced":false,"info":"","type":"str","list":true},"n":{"required":false,"placeholder":"","show":false,"multiline":false,"value":1,"password":false,"name":"n","advanced":false,"info":"","type":"int","list":false},"openai_api_base":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"openai_api_base","display_name":"OpenAI API Base","advanced":false,"info":"\nThe base URL of the OpenAI API. Defaults to https://api.openai.com/v1.\n\nYou can change this to use other APIs like JinaChat, LocalAI and Prem.\n","type":"str","list":false},"openai_api_key":{"required":false,"placeholder":"","show":true,"multiline":false,"value":null,"password":true,"name":"openai_api_key","display_name":"OpenAI API Key","advanced":false,"info":"","type":"str","list":false},"openai_organization":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"openai_organization","display_name":"OpenAI Organization","advanced":false,"info":"","type":"str","list":false},"openai_proxy":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"openai_proxy","display_name":"OpenAI Proxy","advanced":false,"info":"","type":"str","list":false},"presence_penalty":{"required":false,"placeholder":"","show":false,"multiline":false,"value":0,"password":false,"name":"presence_penalty","advanced":false,"info":"","type":"float","list":false},"request_timeout":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"request_timeout","advanced":false,"info":"","type":"float","list":false},"streaming":{"required":false,"placeholder":"","show":false,"multiline":false,"value":false,"password":false,"name":"streaming","advanced":false,"info":"","type":"bool","list":false},"tags":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"tags","advanced":false,"info":"","type":"str","list":true},"temperature":{"required":false,"placeholder":"","show":true,"multiline":false,"value":0.7,"password":false,"name":"temperature","advanced":false,"info":"","type":"float","list":false},"tiktoken_model_name":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"tiktoken_model_name","advanced":false,"info":"","type":"str","list":false},"top_p":{"required":false,"placeholder":"","show":false,"multiline":false,"value":1,"password":false,"name":"top_p","advanced":false,"info":"","type":"float","list":false},"verbose":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"verbose","advanced":false,"info":"","type":"bool","list":false},"_type":"OpenAI"},"description":"Wrapper around OpenAI large language models.","base_classes":["BaseLLM","BaseOpenAI","BaseLanguageModel","OpenAI"],"display_name":"OpenAI","documentation":"https://python.langchain.com/docs/modules/model_io/models/llms/integrations/openai"},"id":"OpenAI-AAv06","value":null},"selected":false,"positionAbsolute":{"x":1940.8187272680002,"y":-1822.352423220315},"dragging":false},{"width":336,"height":350,"id":"VectorStoreInfo-lSi8f","type":"genericNode","position":{"x":1453.8500764104347,"y":-601.9573048787256},"data":{"type":"VectorStoreInfo","node":{"template":{"vectorstore":{"required":true,"placeholder":"","show":true,"multiline":false,"password":false,"name":"vectorstore","advanced":false,"info":"","type":"VectorStore","list":false},"description":{"required":true,"placeholder":"","show":true,"multiline":true,"password":false,"name":"description","advanced":false,"info":"","type":"str","list":false},"name":{"required":true,"placeholder":"","show":true,"multiline":false,"password":false,"name":"name","advanced":false,"info":"","type":"str","list":false},"_type":"VectorStoreInfo"},"description":"Information about a vectorstore.","base_classes":["VectorStoreInfo"],"display_name":"VectorStoreInfo","documentation":""},"id":"VectorStoreInfo-lSi8f","value":null},"selected":false,"positionAbsolute":{"x":1453.8500764104347,"y":-601.9573048787256},"dragging":false},{"width":336,"height":326,"id":"WebBaseLoader-W1NI9","type":"genericNode","position":{"x":4.768881258827719,"y":-507.2598283898528},"data":{"type":"WebBaseLoader","node":{"template":{"metadata":{"required":true,"placeholder":"","show":true,"multiline":false,"value":"{}","password":false,"name":"metadata","display_name":"Metadata","advanced":false,"info":"","type":"code","list":false},"web_path":{"required":true,"placeholder":"","show":true,"multiline":false,"value":"","password":false,"name":"web_path","display_name":"Web Page","advanced":false,"info":"","type":"str","list":false},"_type":"WebBaseLoader"},"description":"Loader that uses urllib and beautiful soup to load webpages.","base_classes":["BaseLoader","WebBaseLoader"],"display_name":"WebBaseLoader","documentation":"https://python.langchain.com/docs/modules/data_connection/document_loaders/integrations/web_base"},"id":"WebBaseLoader-W1NI9","value":null},"selected":false,"positionAbsolute":{"x":4.768881258827719,"y":-507.2598283898528},"dragging":false},{"width":336,"height":234,"id":"VectorStoreRouterAgent-DWHmy","type":"genericNode","position":{"x":2503.175045591631,"y":-1330.732371258648},"data":{"type":"VectorStoreRouterAgent","node":{"template":{"llm":{"required":true,"placeholder":"","show":true,"multiline":false,"password":false,"name":"llm","display_name":"LLM","advanced":false,"info":"","type":"BaseLanguageModel","list":false},"vectorstoreroutertoolkit":{"required":true,"placeholder":"","show":true,"multiline":false,"password":false,"name":"vectorstoreroutertoolkit","display_name":"Vector Store Router Toolkit","advanced":false,"info":"","type":"VectorStoreRouterToolkit","list":false},"_type":"vectorstorerouter_agent"},"description":"Construct an agent from a Vector Store Router.","base_classes":["AgentExecutor"],"display_name":"VectorStoreRouterAgent","documentation":""},"id":"VectorStoreRouterAgent-DWHmy","value":null},"selected":false,"positionAbsolute":{"x":2503.175045591631,"y":-1330.732371258648},"dragging":false},{"width":336,"height":199,"id":"VectorStoreRouterToolkit-naFWx","type":"genericNode","position":{"x":1950.365974759041,"y":-1187.9950390730755},"data":{"type":"VectorStoreRouterToolkit","node":{"template":{"llm":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"llm","advanced":false,"info":"","type":"BaseLanguageModel","list":false},"vectorstores":{"required":true,"placeholder":"","show":true,"multiline":false,"password":false,"name":"vectorstores","advanced":false,"info":"","type":"VectorStoreInfo","list":true},"_type":"VectorStoreRouterToolkit"},"description":"Toolkit for routing between vector stores.","base_classes":["BaseToolkit","VectorStoreRouterToolkit","Tool"],"display_name":"VectorStoreRouterToolkit","documentation":""},"id":"VectorStoreRouterToolkit-naFWx","value":null},"selected":false,"positionAbsolute":{"x":1950.365974759041,"y":-1187.9950390730755},"dragging":false},{"width":336,"height":350,"id":"VectorStoreInfo-0vuHd","type":"genericNode","position":{"x":1475.4953463167612,"y":-1166.4344593839103},"data":{"type":"VectorStoreInfo","node":{"template":{"vectorstore":{"required":true,"placeholder":"","show":true,"multiline":false,"password":false,"name":"vectorstore","advanced":false,"info":"","type":"VectorStore","list":false},"description":{"required":true,"placeholder":"","show":true,"multiline":true,"password":false,"name":"description","advanced":false,"info":"","type":"str","list":false},"name":{"required":true,"placeholder":"","show":true,"multiline":false,"password":false,"name":"name","advanced":false,"info":"","type":"str","list":false},"_type":"VectorStoreInfo"},"description":"Information about a vectorstore.","base_classes":["VectorStoreInfo"],"display_name":"VectorStoreInfo","documentation":""},"id":"VectorStoreInfo-0vuHd","value":null},"selected":false,"positionAbsolute":{"x":1475.4953463167612,"y":-1166.4344593839103},"dragging":false},{"width":336,"height":443,"id":"CharacterTextSplitter-YBCrb","type":"genericNode","position":{"x":544.5729935080284,"y":-1329.4137999041677},"data":{"type":"CharacterTextSplitter","node":{"template":{"documents":{"required":true,"placeholder":"","show":true,"multiline":false,"password":false,"name":"documents","advanced":false,"info":"","type":"BaseLoader","list":false},"chunk_overlap":{"required":true,"placeholder":"","show":true,"multiline":false,"value":200,"password":false,"name":"chunk_overlap","display_name":"Chunk Overlap","advanced":false,"info":"","type":"int","list":false},"chunk_size":{"required":true,"placeholder":"","show":true,"multiline":false,"value":4000,"password":false,"name":"chunk_size","display_name":"Chunk Size","advanced":false,"info":"","type":"int","list":false},"separator":{"required":true,"placeholder":"","show":true,"multiline":false,"value":".","password":false,"name":"separator","display_name":"Separator","advanced":false,"info":"","type":"str","list":false},"_type":"CharacterTextSplitter"},"description":"Implementation of splitting text that looks at characters.","base_classes":["CharacterTextSplitter","BaseDocumentTransformer","TextSplitter"],"display_name":"CharacterTextSplitter","documentation":"https://python.langchain.com/docs/modules/data_connection/document_transformers/text_splitters/character_text_splitter"},"id":"CharacterTextSplitter-YBCrb","value":null},"selected":false,"positionAbsolute":{"x":544.5729935080284,"y":-1329.4137999041677},"dragging":false},{"width":336,"height":443,"id":"CharacterTextSplitter-z1tXY","type":"genericNode","position":{"x":455.39085931215675,"y":-273.1977246363788},"data":{"type":"CharacterTextSplitter","node":{"template":{"documents":{"required":true,"placeholder":"","show":true,"multiline":false,"password":false,"name":"documents","advanced":false,"info":"","type":"BaseLoader","list":false},"chunk_overlap":{"required":true,"placeholder":"","show":true,"multiline":false,"value":200,"password":false,"name":"chunk_overlap","display_name":"Chunk Overlap","advanced":false,"info":"","type":"int","list":false},"chunk_size":{"required":true,"placeholder":"","show":true,"multiline":false,"value":4000,"password":false,"name":"chunk_size","display_name":"Chunk Size","advanced":false,"info":"","type":"int","list":false},"separator":{"required":true,"placeholder":"","show":true,"multiline":false,"value":".","password":false,"name":"separator","display_name":"Separator","advanced":false,"info":"","type":"str","list":false},"_type":"CharacterTextSplitter"},"description":"Implementation of splitting text that looks at characters.","base_classes":["CharacterTextSplitter","BaseDocumentTransformer","TextSplitter"],"display_name":"CharacterTextSplitter","documentation":"https://python.langchain.com/docs/modules/data_connection/document_transformers/text_splitters/character_text_splitter"},"id":"CharacterTextSplitter-z1tXY","value":null},"selected":false,"positionAbsolute":{"x":455.39085931215675,"y":-273.1977246363788},"dragging":false},{"width":336,"height":301,"id":"TextLoader-2q3bm","type":"genericNode","position":{"x":30.83836620377508,"y":-1284.2622844002963},"data":{"type":"TextLoader","node":{"template":{"file_path":{"required":true,"placeholder":"","show":true,"multiline":false,"value":"","suffixes":[".txt"],"fileTypes":["txt"],"password":false,"name":"file_path","advanced":false,"info":"","type":"file","list":false,"file_path":null},"metadata":{"required":true,"placeholder":"","show":true,"multiline":false,"value":"{}","password":false,"name":"metadata","display_name":"Metadata","advanced":false,"info":"","type":"code","list":false},"_type":"TextLoader"},"description":"Load text files.","base_classes":["BaseLoader","TextLoader"],"display_name":"TextLoader","documentation":"https://python.langchain.com/docs/modules/data_connection/document_loaders/"},"id":"TextLoader-2q3bm","value":null},"selected":false,"positionAbsolute":{"x":30.83836620377508,"y":-1284.2622844002963},"dragging":false},{"width":336,"height":315,"id":"OpenAIEmbeddings-s9jNO","type":"genericNode","position":{"x":512.838366203775,"y":-728.2622844002965},"data":{"type":"OpenAIEmbeddings","node":{"template":{"allowed_special":{"required":false,"placeholder":"","show":true,"multiline":false,"value":[],"password":false,"name":"allowed_special","advanced":true,"info":"","type":"Literal'all'","list":true},"disallowed_special":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"all","password":false,"name":"disallowed_special","advanced":true,"info":"","type":"Literal'all'","list":true},"chunk_size":{"required":false,"placeholder":"","show":true,"multiline":false,"value":1000,"password":false,"name":"chunk_size","advanced":true,"info":"","type":"int","list":false},"client":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"client","advanced":true,"info":"","type":"Any","list":false},"deployment":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"text-embedding-ada-002","password":false,"name":"deployment","advanced":true,"info":"","type":"str","list":false},"embedding_ctx_length":{"required":false,"placeholder":"","show":true,"multiline":false,"value":8191,"password":false,"name":"embedding_ctx_length","advanced":true,"info":"","type":"int","list":false},"headers":{"required":false,"placeholder":"","show":false,"multiline":true,"value":"{'Authorization':\n 'Bearer '}","password":false,"name":"headers","advanced":true,"info":"","type":"Any","list":false},"max_retries":{"required":false,"placeholder":"","show":true,"multiline":false,"value":6,"password":false,"name":"max_retries","advanced":true,"info":"","type":"int","list":false},"model":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"text-embedding-ada-002","password":false,"name":"model","advanced":true,"info":"","type":"str","list":false},"openai_api_base":{"required":false,"placeholder":"","show":true,"multiline":false,"password":true,"name":"openai_api_base","display_name":"OpenAI API Base","advanced":true,"info":"","type":"str","list":false},"openai_api_key":{"required":false,"placeholder":"","show":true,"multiline":false,"value":null,"password":true,"name":"openai_api_key","display_name":"OpenAI API Key","advanced":false,"info":"","type":"str","list":false},"openai_api_type":{"required":false,"placeholder":"","show":true,"multiline":false,"password":true,"name":"openai_api_type","display_name":"OpenAI API Type","advanced":true,"info":"","type":"str","list":false},"openai_api_version":{"required":false,"placeholder":"","show":true,"multiline":false,"password":true,"name":"openai_api_version","display_name":"OpenAI API Version","advanced":true,"info":"","type":"str","list":false},"openai_organization":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"openai_organization","display_name":"OpenAI Organization","advanced":true,"info":"","type":"str","list":false},"openai_proxy":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"openai_proxy","display_name":"OpenAI Proxy","advanced":true,"info":"","type":"str","list":false},"request_timeout":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"request_timeout","advanced":true,"info":"","type":"float","list":false},"tiktoken_model_name":{"required":false,"placeholder":"","show":true,"multiline":false,"password":true,"name":"tiktoken_model_name","advanced":false,"info":"","type":"str","list":false},"_type":"OpenAIEmbeddings"},"description":"Wrapper around OpenAI embedding models.","base_classes":["OpenAIEmbeddings","Embeddings"],"display_name":"OpenAIEmbeddings","documentation":"https://python.langchain.com/docs/modules/data_connection/text_embedding/integrations/openai"},"id":"OpenAIEmbeddings-s9jNO","value":null},"selected":false,"positionAbsolute":{"x":512.838366203775,"y":-728.2622844002965},"dragging":false},{"width":336,"height":453,"id":"Chroma-3a74B","type":"genericNode","position":{"x":1002.8383662037747,"y":-578.2622844002965},"data":{"type":"Chroma","node":{"template":{"client":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"client","advanced":false,"info":"","type":"chromadb.Client","list":false},"client_settings":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"client_settings","advanced":false,"info":"","type":"chromadb.config.Setting","list":true},"documents":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"documents","display_name":"Documents","advanced":false,"info":"","type":"TextSplitter","list":true},"embedding":{"required":true,"placeholder":"","show":true,"multiline":false,"password":false,"name":"embedding","display_name":"Embedding","advanced":false,"info":"","type":"Embeddings","list":false},"collection_name":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"langchain","password":false,"name":"collection_name","advanced":false,"info":"","type":"str","list":false},"ids":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"ids","advanced":false,"info":"","type":"str","list":true},"metadatas":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"metadatas","advanced":false,"info":"","type":"code","list":true},"persist":{"required":false,"placeholder":"","show":true,"multiline":false,"value":false,"password":false,"name":"persist","display_name":"Persist","advanced":false,"info":"","type":"bool","list":false},"persist_directory":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"persist_directory","advanced":false,"info":"","type":"str","list":false},"search_kwargs":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"{}","password":false,"name":"search_kwargs","advanced":true,"info":"","type":"code","list":false},"_type":"Chroma"},"description":"Create a Chroma vectorstore from a raw documents.","base_classes":["VectorStore","Chroma","BaseRetriever","VectorStoreRetriever"],"display_name":"Chroma","documentation":"https://python.langchain.com/docs/modules/data_connection/vectorstores/integrations/chroma"},"id":"Chroma-3a74B","value":null},"selected":false,"positionAbsolute":{"x":1002.8383662037747,"y":-578.2622844002965},"dragging":false},{"width":336,"height":453,"id":"Chroma-QmC5D","type":"genericNode","position":{"x":1006.838366203775,"y":-1186.2622844002963},"data":{"type":"Chroma","node":{"template":{"client":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"client","advanced":false,"info":"","type":"chromadb.Client","list":false},"client_settings":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"client_settings","advanced":false,"info":"","type":"chromadb.config.Setting","list":true},"documents":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"documents","display_name":"Documents","advanced":false,"info":"","type":"TextSplitter","list":true},"embedding":{"required":true,"placeholder":"","show":true,"multiline":false,"password":false,"name":"embedding","display_name":"Embedding","advanced":false,"info":"","type":"Embeddings","list":false},"collection_name":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"langchain","password":false,"name":"collection_name","advanced":false,"info":"","type":"str","list":false},"ids":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"ids","advanced":false,"info":"","type":"str","list":true},"metadatas":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"metadatas","advanced":false,"info":"","type":"code","list":true},"persist":{"required":false,"placeholder":"","show":true,"multiline":false,"value":false,"password":false,"name":"persist","display_name":"Persist","advanced":false,"info":"","type":"bool","list":false},"persist_directory":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"persist_directory","advanced":false,"info":"","type":"str","list":false},"search_kwargs":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"{}","password":false,"name":"search_kwargs","advanced":true,"info":"","type":"code","list":false},"_type":"Chroma"},"description":"Create a Chroma vectorstore from a raw documents.","base_classes":["VectorStore","Chroma","BaseRetriever","VectorStoreRetriever"],"display_name":"Chroma","documentation":"https://python.langchain.com/docs/modules/data_connection/vectorstores/integrations/chroma"},"id":"Chroma-QmC5D","value":null},"selected":false,"positionAbsolute":{"x":1006.838366203775,"y":-1186.2622844002963},"dragging":false}],"edges":[{"source":"OpenAI-AAv06","sourceHandle":"OpenAI|OpenAI-AAv06|BaseLLM|BaseOpenAI|BaseLanguageModel|OpenAI","target":"VectorStoreRouterAgent-DWHmy","targetHandle":"BaseLanguageModel|llm|VectorStoreRouterAgent-DWHmy","className":"","id":"reactflow__edge-OpenAI-AAv06OpenAI|OpenAI-AAv06|BaseLLM|BaseOpenAI|BaseLanguageModel|OpenAI-VectorStoreRouterAgent-DWHmyBaseLanguageModel|llm|VectorStoreRouterAgent-DWHmy","selected":false,"style":{"stroke":"#555555"},"animated":false},{"source":"VectorStoreRouterToolkit-naFWx","sourceHandle":"VectorStoreRouterToolkit|VectorStoreRouterToolkit-naFWx|BaseToolkit|VectorStoreRouterToolkit|Tool","target":"VectorStoreRouterAgent-DWHmy","targetHandle":"VectorStoreRouterToolkit|vectorstoreroutertoolkit|VectorStoreRouterAgent-DWHmy","className":"","id":"reactflow__edge-VectorStoreRouterToolkit-naFWxVectorStoreRouterToolkit|VectorStoreRouterToolkit-naFWx|BaseToolkit|VectorStoreRouterToolkit|Tool-VectorStoreRouterAgent-DWHmyVectorStoreRouterToolkit|vectorstoreroutertoolkit|VectorStoreRouterAgent-DWHmy","selected":false,"style":{"stroke":"#555555"},"animated":false},{"source":"VectorStoreInfo-lSi8f","sourceHandle":"VectorStoreInfo|VectorStoreInfo-lSi8f|VectorStoreInfo","target":"VectorStoreRouterToolkit-naFWx","targetHandle":"VectorStoreInfo|vectorstores|VectorStoreRouterToolkit-naFWx","className":"","id":"reactflow__edge-VectorStoreInfo-lSi8fVectorStoreInfo|VectorStoreInfo-lSi8f|VectorStoreInfo-VectorStoreRouterToolkit-naFWxVectorStoreInfo|vectorstores|VectorStoreRouterToolkit-naFWx","selected":false,"style":{"stroke":"#555555"},"animated":false},{"source":"VectorStoreInfo-0vuHd","sourceHandle":"VectorStoreInfo|VectorStoreInfo-0vuHd|VectorStoreInfo","target":"VectorStoreRouterToolkit-naFWx","targetHandle":"VectorStoreInfo|vectorstores|VectorStoreRouterToolkit-naFWx","className":"","id":"reactflow__edge-VectorStoreInfo-0vuHdVectorStoreInfo|VectorStoreInfo-0vuHd|VectorStoreInfo-VectorStoreRouterToolkit-naFWxVectorStoreInfo|vectorstores|VectorStoreRouterToolkit-naFWx","selected":false,"style":{"stroke":"#555555"},"animated":false},{"source":"WebBaseLoader-W1NI9","sourceHandle":"WebBaseLoader|WebBaseLoader-W1NI9|BaseLoader|WebBaseLoader","target":"CharacterTextSplitter-z1tXY","targetHandle":"BaseLoader|documents|CharacterTextSplitter-z1tXY","className":"","id":"reactflow__edge-WebBaseLoader-W1NI9WebBaseLoader|WebBaseLoader-W1NI9|BaseLoader|WebBaseLoader-CharacterTextSplitter-z1tXYBaseLoader|documents|CharacterTextSplitter-z1tXY","selected":false,"style":{"stroke":"#555555"},"animated":false},{"source":"TextLoader-2q3bm","sourceHandle":"TextLoader|TextLoader-2q3bm|BaseLoader|TextLoader","target":"CharacterTextSplitter-YBCrb","targetHandle":"BaseLoader|documents|CharacterTextSplitter-YBCrb","style":{"stroke":"#555555"},"animated":false,"id":"reactflow__edge-TextLoader-2q3bmTextLoader|TextLoader-2q3bm|BaseLoader|TextLoader-CharacterTextSplitter-YBCrbBaseLoader|documents|CharacterTextSplitter-YBCrb","selected":false,"className":""},{"source":"OpenAIEmbeddings-s9jNO","sourceHandle":"OpenAIEmbeddings|OpenAIEmbeddings-s9jNO|OpenAIEmbeddings|Embeddings","target":"Chroma-3a74B","targetHandle":"Embeddings|embedding|Chroma-3a74B","style":{"stroke":"#555555"},"animated":false,"id":"reactflow__edge-OpenAIEmbeddings-s9jNOOpenAIEmbeddings|OpenAIEmbeddings-s9jNO|OpenAIEmbeddings|Embeddings-Chroma-3a74BEmbeddings|embedding|Chroma-3a74B","selected":false,"className":""},{"source":"CharacterTextSplitter-z1tXY","sourceHandle":"CharacterTextSplitter|CharacterTextSplitter-z1tXY|CharacterTextSplitter|BaseDocumentTransformer|TextSplitter","target":"Chroma-3a74B","targetHandle":"TextSplitter|documents|Chroma-3a74B","style":{"stroke":"#555555"},"animated":false,"id":"reactflow__edge-CharacterTextSplitter-z1tXYCharacterTextSplitter|CharacterTextSplitter-z1tXY|CharacterTextSplitter|BaseDocumentTransformer|TextSplitter-Chroma-3a74BTextSplitter|documents|Chroma-3a74B","selected":false,"className":""},{"source":"Chroma-3a74B","sourceHandle":"Chroma|Chroma-3a74B|VectorStore|Chroma|BaseRetriever|VectorStoreRetriever","target":"VectorStoreInfo-lSi8f","targetHandle":"VectorStore|vectorstore|VectorStoreInfo-lSi8f","style":{"stroke":"#555555"},"animated":false,"id":"reactflow__edge-Chroma-3a74BChroma|Chroma-3a74B|VectorStore|Chroma|BaseRetriever|VectorStoreRetriever-VectorStoreInfo-lSi8fVectorStore|vectorstore|VectorStoreInfo-lSi8f","selected":false,"className":""},{"source":"CharacterTextSplitter-YBCrb","sourceHandle":"CharacterTextSplitter|CharacterTextSplitter-YBCrb|CharacterTextSplitter|BaseDocumentTransformer|TextSplitter","target":"Chroma-QmC5D","targetHandle":"TextSplitter|documents|Chroma-QmC5D","style":{"stroke":"#555555"},"animated":false,"id":"reactflow__edge-CharacterTextSplitter-YBCrbCharacterTextSplitter|CharacterTextSplitter-YBCrb|CharacterTextSplitter|BaseDocumentTransformer|TextSplitter-Chroma-QmC5DTextSplitter|documents|Chroma-QmC5D","selected":false,"className":""},{"source":"OpenAIEmbeddings-s9jNO","sourceHandle":"OpenAIEmbeddings|OpenAIEmbeddings-s9jNO|OpenAIEmbeddings|Embeddings","target":"Chroma-QmC5D","targetHandle":"Embeddings|embedding|Chroma-QmC5D","style":{"stroke":"#555555"},"animated":false,"id":"reactflow__edge-OpenAIEmbeddings-s9jNOOpenAIEmbeddings|OpenAIEmbeddings-s9jNO|OpenAIEmbeddings|Embeddings-Chroma-QmC5DEmbeddings|embedding|Chroma-QmC5D","selected":false,"className":""},{"source":"Chroma-QmC5D","sourceHandle":"Chroma|Chroma-QmC5D|VectorStore|Chroma|BaseRetriever|VectorStoreRetriever","target":"VectorStoreInfo-0vuHd","targetHandle":"VectorStore|vectorstore|VectorStoreInfo-0vuHd","style":{"stroke":"#555555"},"animated":false,"id":"reactflow__edge-Chroma-QmC5DChroma|Chroma-QmC5D|VectorStore|Chroma|BaseRetriever|VectorStoreRetriever-VectorStoreInfo-0vuHdVectorStore|vectorstore|VectorStoreInfo-0vuHd","selected":false,"className":""}],"viewport":{"x":-29.72645484094528,"y":1201.2694685680538,"zoom":0.735813004203955}},"id":"c38acd4f-5082-4e8c-b427-ce594ef7503d"},{"name":"Vector Store","description":"An agent that can query a Vector Store.","data":{"nodes":[{"width":384,"height":267,"id":"VectorStoreAgent-AECs5","type":"genericNode","position":{"x":2115.5183674856203,"y":-1277.6284872455249},"data":{"type":"VectorStoreAgent","node":{"template":{"llm":{"required":true,"placeholder":"","show":true,"multiline":false,"password":false,"name":"llm","display_name":"LLM","advanced":false,"info":"","type":"BaseLanguageModel","list":false},"vectorstoreinfo":{"required":true,"placeholder":"","show":true,"multiline":false,"password":false,"name":"vectorstoreinfo","display_name":"Vector Store Info","advanced":false,"info":"","type":"VectorStoreInfo","list":false},"_type":"vectorstore_agent"},"description":"Construct an agent from a Vector Store.","base_classes":["AgentExecutor"],"display_name":"VectorStoreAgent","documentation":""},"id":"VectorStoreAgent-AECs5","value":null},"selected":false,"positionAbsolute":{"x":2115.5183674856203,"y":-1277.6284872455249},"dragging":false},{"width":384,"height":597,"id":"OpenAI-ttDJX","type":"genericNode","position":{"x":1542.2354862784034,"y":-821.3862458563868},"data":{"type":"OpenAI","node":{"template":{"allowed_special":{"required":false,"placeholder":"","show":false,"multiline":false,"value":[],"password":false,"name":"allowed_special","advanced":false,"info":"","type":"Literal'all'","list":true},"callbacks":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"callbacks","advanced":false,"info":"","type":"langchain.callbacks.base.BaseCallbackHandler","list":true},"disallowed_special":{"required":false,"placeholder":"","show":false,"multiline":false,"value":"all","password":false,"name":"disallowed_special","advanced":false,"info":"","type":"Literal'all'","list":false},"batch_size":{"required":false,"placeholder":"","show":false,"multiline":false,"value":20,"password":false,"name":"batch_size","advanced":false,"info":"","type":"int","list":false},"best_of":{"required":false,"placeholder":"","show":false,"multiline":false,"value":1,"password":false,"name":"best_of","advanced":false,"info":"","type":"int","list":false},"cache":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"cache","advanced":false,"info":"","type":"bool","list":false},"client":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"client","advanced":false,"info":"","type":"Any","list":false},"frequency_penalty":{"required":false,"placeholder":"","show":false,"multiline":false,"value":0,"password":false,"name":"frequency_penalty","advanced":false,"info":"","type":"float","list":false},"logit_bias":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"logit_bias","advanced":false,"info":"","type":"code","list":false},"max_retries":{"required":false,"placeholder":"","show":false,"multiline":false,"value":6,"password":false,"name":"max_retries","advanced":false,"info":"","type":"int","list":false},"max_tokens":{"required":false,"placeholder":"","show":true,"multiline":false,"value":256,"password":true,"name":"max_tokens","advanced":false,"info":"","type":"int","list":false},"model_kwargs":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"model_kwargs","advanced":true,"info":"","type":"code","list":false},"model_name":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"text-davinci-003","password":false,"options":["text-davinci-003","text-davinci-002","text-curie-001","text-babbage-001","text-ada-001"],"name":"model_name","advanced":false,"info":"","type":"str","list":true},"n":{"required":false,"placeholder":"","show":false,"multiline":false,"value":1,"password":false,"name":"n","advanced":false,"info":"","type":"int","list":false},"openai_api_base":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"openai_api_base","display_name":"OpenAI API Base","advanced":false,"info":"\nThe base URL of the OpenAI API. Defaults to https://api.openai.com/v1.\n\nYou can change this to use other APIs like JinaChat, LocalAI and Prem.\n","type":"str","list":false},"openai_api_key":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"","password":true,"name":"openai_api_key","display_name":"OpenAI API Key","advanced":false,"info":"","type":"str","list":false},"openai_organization":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"openai_organization","display_name":"OpenAI Organization","advanced":false,"info":"","type":"str","list":false},"openai_proxy":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"openai_proxy","display_name":"OpenAI Proxy","advanced":false,"info":"","type":"str","list":false},"presence_penalty":{"required":false,"placeholder":"","show":false,"multiline":false,"value":0,"password":false,"name":"presence_penalty","advanced":false,"info":"","type":"float","list":false},"request_timeout":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"request_timeout","advanced":false,"info":"","type":"float","list":false},"streaming":{"required":false,"placeholder":"","show":false,"multiline":false,"value":false,"password":false,"name":"streaming","advanced":false,"info":"","type":"bool","list":false},"tags":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"tags","advanced":false,"info":"","type":"str","list":true},"temperature":{"required":false,"placeholder":"","show":true,"multiline":false,"value":0.7,"password":false,"name":"temperature","advanced":false,"info":"","type":"float","list":false},"tiktoken_model_name":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"tiktoken_model_name","advanced":false,"info":"","type":"str","list":false},"top_p":{"required":false,"placeholder":"","show":false,"multiline":false,"value":1,"password":false,"name":"top_p","advanced":false,"info":"","type":"float","list":false},"verbose":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"verbose","advanced":false,"info":"","type":"bool","list":false},"_type":"OpenAI"},"description":"Wrapper around OpenAI large language models.","base_classes":["BaseLLM","BaseOpenAI","BaseLanguageModel","OpenAI"],"display_name":"OpenAI","documentation":"https://python.langchain.com/docs/modules/model_io/models/llms/integrations/openai"},"id":"OpenAI-ttDJX","value":null},"selected":false,"positionAbsolute":{"x":1542.2354862784034,"y":-821.3862458563868},"dragging":false},{"width":384,"height":399,"id":"VectorStoreInfo-oTPBl","type":"genericNode","position":{"x":1553.2875394928135,"y":-1319.2113273706286},"data":{"type":"VectorStoreInfo","node":{"template":{"vectorstore":{"required":true,"placeholder":"","show":true,"multiline":false,"password":false,"name":"vectorstore","advanced":false,"info":"","type":"VectorStore","list":false},"description":{"required":true,"placeholder":"","show":true,"multiline":true,"password":false,"name":"description","advanced":false,"info":"","type":"str","list":false},"name":{"required":true,"placeholder":"","show":true,"multiline":false,"password":false,"name":"name","advanced":false,"info":"","type":"str","list":false},"_type":"VectorStoreInfo"},"description":"Information about a vectorstore.","base_classes":["VectorStoreInfo"],"display_name":"VectorStoreInfo","documentation":""},"id":"VectorStoreInfo-oTPBl","value":null},"selected":false,"positionAbsolute":{"x":1553.2875394928135,"y":-1319.2113273706286},"dragging":false},{"width":384,"height":393,"id":"Chroma-CJAHe","type":"genericNode","position":{"x":1108.0629902306098,"y":-1230.2020414057615},"data":{"type":"Chroma","node":{"template":{"client":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"client","advanced":false,"info":"","type":"chromadb.Client","list":false},"client_settings":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"client_settings","advanced":false,"info":"","type":"chromadb.config.Setting","list":true},"documents":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"documents","display_name":"Documents","advanced":false,"info":"","type":"TextSplitter","list":true},"embedding":{"required":true,"placeholder":"","show":true,"multiline":false,"password":false,"name":"embedding","display_name":"Embedding","advanced":false,"info":"","type":"Embeddings","list":false},"collection_name":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"langchain","password":false,"name":"collection_name","advanced":false,"info":"","type":"str","list":false},"ids":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"ids","advanced":false,"info":"","type":"str","list":true},"metadatas":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"metadatas","advanced":false,"info":"","type":"code","list":true},"persist":{"required":false,"placeholder":"","show":true,"multiline":false,"value":false,"password":false,"name":"persist","display_name":"Persist","advanced":false,"info":"","type":"bool","list":false},"persist_directory":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"persist_directory","advanced":false,"info":"","type":"str","list":false},"search_kwargs":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"{}","password":false,"name":"search_kwargs","advanced":true,"info":"","type":"code","list":false},"_type":"Chroma"},"description":"Create a Chroma vectorstore from a raw documents.","base_classes":["VectorStore","Chroma","BaseRetriever","VectorStoreRetriever"],"display_name":"Chroma","documentation":"https://python.langchain.com/docs/modules/data_connection/vectorstores/integrations/chroma"},"id":"Chroma-CJAHe","value":null},"selected":false,"positionAbsolute":{"x":1108.0629902306098,"y":-1230.2020414057615},"dragging":false},{"width":384,"height":293,"id":"WebBaseLoader-Tocpc","type":"genericNode","position":{"x":227.56835609516543,"y":-1139.8720072426718},"data":{"type":"WebBaseLoader","node":{"template":{"metadata":{"required":true,"placeholder":"","show":true,"multiline":false,"value":"{}","password":false,"name":"metadata","display_name":"Metadata","advanced":false,"info":"","type":"code","list":false},"web_path":{"required":true,"placeholder":"","show":true,"multiline":false,"value":"","password":false,"name":"web_path","display_name":"Web Page","advanced":false,"info":"","type":"str","list":false},"_type":"WebBaseLoader"},"description":"Loader that uses urllib and beautiful soup to load webpages.","base_classes":["BaseLoader","WebBaseLoader"],"display_name":"WebBaseLoader","documentation":"https://python.langchain.com/docs/modules/data_connection/document_loaders/integrations/web_base"},"id":"WebBaseLoader-Tocpc","value":null},"selected":false,"positionAbsolute":{"x":227.56835609516543,"y":-1139.8720072426718},"dragging":false},{"width":384,"height":489,"id":"CharacterTextSplitter-SSSoN","type":"genericNode","position":{"x":665.798285693765,"y":-1326.6875132478858},"data":{"type":"CharacterTextSplitter","node":{"template":{"documents":{"required":true,"placeholder":"","show":true,"multiline":false,"password":false,"name":"documents","advanced":false,"info":"","type":"BaseLoader","list":false},"chunk_overlap":{"required":true,"placeholder":"","show":true,"multiline":false,"value":200,"password":false,"name":"chunk_overlap","display_name":"Chunk Overlap","advanced":false,"info":"","type":"int","list":false},"chunk_size":{"required":true,"placeholder":"","show":true,"multiline":false,"value":1000,"password":false,"name":"chunk_size","display_name":"Chunk Size","advanced":false,"info":"","type":"int","list":false},"separator":{"required":true,"placeholder":"","show":true,"multiline":false,"value":".","password":false,"name":"separator","display_name":"Separator","advanced":false,"info":"","type":"str","list":false},"_type":"CharacterTextSplitter"},"description":"Implementation of splitting text that looks at characters.","base_classes":["CharacterTextSplitter","BaseDocumentTransformer","TextSplitter"],"display_name":"CharacterTextSplitter","documentation":"https://python.langchain.com/docs/modules/data_connection/document_transformers/text_splitters/character_text_splitter"},"id":"CharacterTextSplitter-SSSoN","value":null},"selected":false,"positionAbsolute":{"x":665.798285693765,"y":-1326.6875132478858},"dragging":false},{"width":384,"height":273,"id":"OpenAIEmbeddings-0nOyG","type":"genericNode","position":{"x":677.2699276778915,"y":-734.4639958173494},"data":{"type":"OpenAIEmbeddings","node":{"template":{"allowed_special":{"required":false,"placeholder":"","show":true,"multiline":false,"value":[],"password":false,"name":"allowed_special","advanced":true,"info":"","type":"Literal'all'","list":true},"disallowed_special":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"all","password":false,"name":"disallowed_special","advanced":true,"info":"","type":"Literal'all'","list":true},"chunk_size":{"required":false,"placeholder":"","show":true,"multiline":false,"value":1000,"password":false,"name":"chunk_size","advanced":true,"info":"","type":"int","list":false},"client":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"client","advanced":true,"info":"","type":"Any","list":false},"deployment":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"text-embedding-ada-002","password":false,"name":"deployment","advanced":true,"info":"","type":"str","list":false},"embedding_ctx_length":{"required":false,"placeholder":"","show":true,"multiline":false,"value":8191,"password":false,"name":"embedding_ctx_length","advanced":true,"info":"","type":"int","list":false},"headers":{"required":false,"placeholder":"","show":false,"multiline":true,"value":"{'Authorization':\n 'Bearer '}","password":false,"name":"headers","advanced":true,"info":"","type":"Any","list":false},"max_retries":{"required":false,"placeholder":"","show":true,"multiline":false,"value":6,"password":false,"name":"max_retries","advanced":true,"info":"","type":"int","list":false},"model":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"text-embedding-ada-002","password":false,"name":"model","advanced":true,"info":"","type":"str","list":false},"openai_api_base":{"required":false,"placeholder":"","show":true,"multiline":false,"password":true,"name":"openai_api_base","display_name":"OpenAI API Base","advanced":true,"info":"","type":"str","list":false},"openai_api_key":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"","password":true,"name":"openai_api_key","display_name":"OpenAI API Key","advanced":false,"info":"","type":"str","list":false},"openai_api_type":{"required":false,"placeholder":"","show":true,"multiline":false,"password":true,"name":"openai_api_type","display_name":"OpenAI API Type","advanced":true,"info":"","type":"str","list":false},"openai_api_version":{"required":false,"placeholder":"","show":true,"multiline":false,"password":true,"name":"openai_api_version","display_name":"OpenAI API Version","advanced":true,"info":"","type":"str","list":false},"openai_organization":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"openai_organization","display_name":"OpenAI Organization","advanced":true,"info":"","type":"str","list":false},"openai_proxy":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"openai_proxy","display_name":"OpenAI Proxy","advanced":true,"info":"","type":"str","list":false},"request_timeout":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"request_timeout","advanced":true,"info":"","type":"float","list":false},"tiktoken_model_name":{"required":false,"placeholder":"","show":true,"multiline":false,"password":true,"name":"tiktoken_model_name","advanced":false,"info":"","type":"str","list":false},"_type":"OpenAIEmbeddings"},"description":"Wrapper around OpenAI embedding models.","base_classes":["OpenAIEmbeddings","Embeddings"],"display_name":"OpenAIEmbeddings","documentation":"https://python.langchain.com/docs/modules/data_connection/text_embedding/integrations/openai"},"id":"OpenAIEmbeddings-0nOyG","value":null},"selected":false,"positionAbsolute":{"x":677.2699276778915,"y":-734.4639958173494},"dragging":false}],"edges":[{"source":"OpenAI-ttDJX","sourceHandle":"OpenAI|OpenAI-ttDJX|BaseLLM|BaseOpenAI|BaseLanguageModel|OpenAI","target":"VectorStoreAgent-AECs5","targetHandle":"BaseLanguageModel|llm|VectorStoreAgent-AECs5","className":"","id":"reactflow__edge-OpenAI-ttDJXOpenAI|OpenAI-ttDJX|BaseLLM|BaseOpenAI|BaseLanguageModel|OpenAI-VectorStoreAgent-AECs5BaseLanguageModel|llm|VectorStoreAgent-AECs5","selected":false,"style":{"stroke":"#555555"},"animated":false},{"source":"VectorStoreInfo-oTPBl","sourceHandle":"VectorStoreInfo|VectorStoreInfo-oTPBl|VectorStoreInfo","target":"VectorStoreAgent-AECs5","targetHandle":"VectorStoreInfo|vectorstoreinfo|VectorStoreAgent-AECs5","className":"","id":"reactflow__edge-VectorStoreInfo-oTPBlVectorStoreInfo|VectorStoreInfo-oTPBl|VectorStoreInfo-VectorStoreAgent-AECs5VectorStoreInfo|vectorstoreinfo|VectorStoreAgent-AECs5","selected":false,"style":{"stroke":"#555555"},"animated":false},{"source":"Chroma-CJAHe","sourceHandle":"Chroma|Chroma-CJAHe|VectorStore|Chroma|BaseRetriever|VectorStoreRetriever","target":"VectorStoreInfo-oTPBl","targetHandle":"VectorStore|vectorstore|VectorStoreInfo-oTPBl","className":"","id":"reactflow__edge-Chroma-CJAHeChroma|Chroma-CJAHe|VectorStore|Chroma|BaseRetriever|VectorStoreRetriever-VectorStoreInfo-oTPBlVectorStore|vectorstore|VectorStoreInfo-oTPBl","selected":false,"style":{"stroke":"#555555"},"animated":false},{"source":"WebBaseLoader-Tocpc","sourceHandle":"WebBaseLoader|WebBaseLoader-Tocpc|BaseLoader|WebBaseLoader","target":"CharacterTextSplitter-SSSoN","targetHandle":"BaseLoader|documents|CharacterTextSplitter-SSSoN","style":{"stroke":"#555555"},"animated":false,"id":"reactflow__edge-WebBaseLoader-TocpcWebBaseLoader|WebBaseLoader-Tocpc|BaseLoader|WebBaseLoader-CharacterTextSplitter-SSSoNBaseLoader|documents|CharacterTextSplitter-SSSoN","selected":false,"className":""},{"source":"CharacterTextSplitter-SSSoN","sourceHandle":"CharacterTextSplitter|CharacterTextSplitter-SSSoN|CharacterTextSplitter|BaseDocumentTransformer|TextSplitter","target":"Chroma-CJAHe","targetHandle":"TextSplitter|documents|Chroma-CJAHe","style":{"stroke":"#555555"},"animated":false,"id":"reactflow__edge-CharacterTextSplitter-SSSoNCharacterTextSplitter|CharacterTextSplitter-SSSoN|CharacterTextSplitter|BaseDocumentTransformer|TextSplitter-Chroma-CJAHeTextSplitter|documents|Chroma-CJAHe","selected":false,"className":""},{"source":"OpenAIEmbeddings-0nOyG","sourceHandle":"OpenAIEmbeddings|OpenAIEmbeddings-0nOyG|OpenAIEmbeddings|Embeddings","target":"Chroma-CJAHe","targetHandle":"Embeddings|embedding|Chroma-CJAHe","style":{"stroke":"#555555"},"animated":false,"id":"reactflow__edge-OpenAIEmbeddings-0nOyGOpenAIEmbeddings|OpenAIEmbeddings-0nOyG|OpenAIEmbeddings|Embeddings-Chroma-CJAHeEmbeddings|embedding|Chroma-CJAHe","className":""}],"viewport":{"x":-133.30897101916833,"y":966.1945031643296,"zoom":0.697371833175203}},"id":"54f4e1b4-43ca-4e79-a54d-0576e80ccc80"},{"name":"PAL-Math Tool","description":"Agent that can do math using Python as the calculator.","data":{"nodes":[{"width":384,"height":267,"id":"PAL-MATH-hkcW3","type":"genericNode","position":{"x":1010.2946637653781,"y":489.9545691531438},"data":{"type":"PAL-MATH","node":{"template":{"llm":{"required":true,"placeholder":"","show":true,"multiline":false,"password":false,"name":"llm","advanced":false,"info":"","type":"BaseLanguageModel","list":false},"_type":"PAL-MATH"},"description":"A language model that is really good at solving complex word math problems. Input should be a fully worded hard word math problem.","base_classes":["Tool"],"display_name":"PAL-MATH","documentation":""},"id":"PAL-MATH-hkcW3","value":null},"selected":true,"positionAbsolute":{"x":1010.2946637653781,"y":489.9545691531438},"dragging":false},{"width":384,"height":611,"id":"ChatOpenAI-8Bujt","type":"genericNode","position":{"x":402.24327814345384,"y":427.253125629099},"data":{"type":"ChatOpenAI","node":{"template":{"callbacks":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"callbacks","advanced":false,"info":"","type":"langchain.callbacks.base.BaseCallbackHandler","list":true},"cache":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"cache","advanced":false,"info":"","type":"bool","list":false},"client":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"client","advanced":false,"info":"","type":"Any","list":false},"max_retries":{"required":false,"placeholder":"","show":false,"multiline":false,"value":6,"password":false,"name":"max_retries","advanced":false,"info":"","type":"int","list":false},"max_tokens":{"required":false,"placeholder":"","show":true,"multiline":false,"password":true,"name":"max_tokens","advanced":false,"info":"","type":"int","list":false},"model_kwargs":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"model_kwargs","advanced":true,"info":"","type":"code","list":false},"model_name":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"gpt-3.5-turbo-0613","password":false,"options":["gpt-3.5-turbo-0613","gpt-3.5-turbo","gpt-3.5-turbo-16k-0613","gpt-3.5-turbo-16k","gpt-4-0613","gpt-4-32k-0613","gpt-4","gpt-4-32k"],"name":"model_name","advanced":false,"info":"","type":"str","list":true},"n":{"required":false,"placeholder":"","show":false,"multiline":false,"value":1,"password":false,"name":"n","advanced":false,"info":"","type":"int","list":false},"openai_api_base":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"openai_api_base","display_name":"OpenAI API Base","advanced":false,"info":"\nThe base URL of the OpenAI API. Defaults to https://api.openai.com/v1.\n\nYou can change this to use other APIs like JinaChat, LocalAI and Prem.\n","type":"str","list":false},"openai_api_key":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"","password":true,"name":"openai_api_key","display_name":"OpenAI API Key","advanced":false,"info":"","type":"str","list":false},"openai_organization":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"openai_organization","display_name":"OpenAI Organization","advanced":false,"info":"","type":"str","list":false},"openai_proxy":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"openai_proxy","display_name":"OpenAI Proxy","advanced":false,"info":"","type":"str","list":false},"request_timeout":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"request_timeout","advanced":false,"info":"","type":"float","list":false},"streaming":{"required":false,"placeholder":"","show":false,"multiline":false,"value":false,"password":false,"name":"streaming","advanced":false,"info":"","type":"bool","list":false},"tags":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"tags","advanced":false,"info":"","type":"str","list":true},"temperature":{"required":false,"placeholder":"","show":true,"multiline":false,"value":0.7,"password":false,"name":"temperature","advanced":false,"info":"","type":"float","list":false},"tiktoken_model_name":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"tiktoken_model_name","advanced":false,"info":"","type":"str","list":false},"verbose":{"required":false,"placeholder":"","show":false,"multiline":false,"value":false,"password":false,"name":"verbose","advanced":false,"info":"","type":"bool","list":false},"_type":"ChatOpenAI"},"description":"Wrapper around OpenAI Chat large language models.","base_classes":["BaseChatModel","BaseLanguageModel","ChatOpenAI","BaseLLM"],"display_name":"ChatOpenAI","documentation":"https://python.langchain.com/docs/modules/model_io/models/chat/integrations/openai"},"id":"ChatOpenAI-8Bujt","value":null},"selected":false,"positionAbsolute":{"x":402.24327814345384,"y":427.253125629099},"dragging":false},{"width":384,"height":387,"id":"AgentInitializer-U8v66","type":"genericNode","position":{"x":1635.32985960896,"y":625.0980591412003},"data":{"type":"AgentInitializer","node":{"template":{"llm":{"required":true,"placeholder":"","show":true,"multiline":false,"password":false,"name":"llm","display_name":"LLM","advanced":false,"info":"","type":"BaseLanguageModel","list":false},"memory":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"memory","advanced":false,"info":"","type":"BaseChatMemory","list":false},"tools":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"tools","advanced":false,"info":"","type":"Tool","list":true},"agent":{"required":true,"placeholder":"","show":true,"multiline":false,"value":"openai-functions","password":false,"options":["zero-shot-react-description","react-docstore","self-ask-with-search","conversational-react-description","openai-functions","openai-multi-functions"],"name":"agent","advanced":false,"info":"","type":"str","list":true},"_type":"initialize_agent"},"description":"Construct a zero shot agent from an LLM and tools.","base_classes":["AgentExecutor","function"],"display_name":"AgentInitializer","documentation":"https://python.langchain.com/docs/modules/agents/agent_types/"},"id":"AgentInitializer-U8v66","value":null},"selected":false,"positionAbsolute":{"x":1635.32985960896,"y":625.0980591412003},"dragging":false}],"edges":[{"source":"ChatOpenAI-8Bujt","sourceHandle":"ChatOpenAI|ChatOpenAI-8Bujt|BaseChatModel|BaseLanguageModel|ChatOpenAI|BaseLLM","target":"PAL-MATH-hkcW3","targetHandle":"BaseLanguageModel|llm|PAL-MATH-hkcW3","style":{"stroke":"#555555"},"className":"","animated":false,"id":"reactflow__edge-ChatOpenAI-8BujtChatOpenAI|ChatOpenAI-8Bujt|BaseChatModel|BaseLanguageModel|ChatOpenAI|BaseLLM-PAL-MATH-hkcW3BaseLanguageModel|llm|PAL-MATH-hkcW3","selected":false},{"source":"PAL-MATH-hkcW3","sourceHandle":"PAL-MATH|PAL-MATH-hkcW3|Tool","target":"AgentInitializer-U8v66","targetHandle":"Tool|tools|AgentInitializer-U8v66","style":{"stroke":"#555555"},"className":"","animated":false,"id":"reactflow__edge-PAL-MATH-hkcW3PAL-MATH|PAL-MATH-hkcW3|Tool-AgentInitializer-U8v66Tool|tools|AgentInitializer-U8v66","selected":false},{"source":"ChatOpenAI-8Bujt","sourceHandle":"ChatOpenAI|ChatOpenAI-8Bujt|BaseChatModel|BaseLanguageModel|ChatOpenAI|BaseLLM","target":"AgentInitializer-U8v66","targetHandle":"BaseLanguageModel|llm|AgentInitializer-U8v66","style":{"stroke":"#555555"},"className":"","animated":false,"id":"reactflow__edge-ChatOpenAI-8BujtChatOpenAI|ChatOpenAI-8Bujt|BaseChatModel|BaseLanguageModel|ChatOpenAI|BaseLLM-AgentInitializer-U8v66BaseLanguageModel|llm|AgentInitializer-U8v66","selected":false}],"viewport":{"x":12.69735672241805,"y":-38.64835046424753,"zoom":0.5}},"id":"efe0e847-796a-41b0-ae48-6e2b55294622"},{"name":"Conversation Chain","description":"Example of Conversational Chain Flow","data":{"nodes":[{"width":384,"height":273,"id":"ConversationBufferMemory-b6LTx","type":"genericNode","position":{"x":41.77285741205577,"y":63.38205429210862},"data":{"type":"ConversationBufferMemory","node":{"template":{"chat_memory":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"chat_memory","advanced":false,"info":"","type":"BaseChatMessageHistory","list":false},"ai_prefix":{"required":false,"placeholder":"","show":false,"multiline":false,"value":"AI","password":false,"name":"ai_prefix","advanced":false,"info":"","type":"str","list":false},"human_prefix":{"required":false,"placeholder":"","show":false,"multiline":false,"value":"Human","password":false,"name":"human_prefix","advanced":false,"info":"","type":"str","list":false},"input_key":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"","password":false,"name":"input_key","advanced":false,"info":"","type":"str","list":false},"memory_key":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"history","password":false,"name":"memory_key","advanced":false,"info":"","type":"str","list":false},"output_key":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"","password":false,"name":"output_key","advanced":false,"info":"","type":"str","list":false},"return_messages":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"return_messages","advanced":false,"info":"","type":"bool","list":false},"_type":"ConversationBufferMemory"},"description":"Buffer for storing conversation memory.","base_classes":["BaseMemory","BaseChatMemory","ConversationBufferMemory"],"display_name":"ConversationBufferMemory","documentation":"https://python.langchain.com/docs/modules/memory/how_to/buffer"},"id":"ConversationBufferMemory-b6LTx","value":null},"selected":false,"positionAbsolute":{"x":41.77285741205577,"y":63.38205429210862},"dragging":false},{"width":384,"height":597,"id":"ChatOpenAI-Qazyf","type":"genericNode","position":{"x":36.69238553788068,"y":467.8198042261215},"data":{"type":"ChatOpenAI","node":{"template":{"callbacks":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"callbacks","advanced":false,"info":"","type":"langchain.callbacks.base.BaseCallbackHandler","list":true},"cache":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"cache","advanced":false,"info":"","type":"bool","list":false},"client":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"client","advanced":false,"info":"","type":"Any","list":false},"max_retries":{"required":false,"placeholder":"","show":false,"multiline":false,"value":6,"password":false,"name":"max_retries","advanced":false,"info":"","type":"int","list":false},"max_tokens":{"required":false,"placeholder":"","show":true,"multiline":false,"password":true,"name":"max_tokens","advanced":false,"info":"","type":"int","list":false},"model_kwargs":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"model_kwargs","advanced":true,"info":"","type":"code","list":false},"model_name":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"gpt-3.5-turbo","password":false,"options":["gpt-3.5-turbo-0613","gpt-3.5-turbo","gpt-3.5-turbo-16k-0613","gpt-3.5-turbo-16k","gpt-4-0613","gpt-4-32k-0613","gpt-4","gpt-4-32k"],"name":"model_name","advanced":false,"info":"","type":"str","list":true},"n":{"required":false,"placeholder":"","show":false,"multiline":false,"value":1,"password":false,"name":"n","advanced":false,"info":"","type":"int","list":false},"openai_api_base":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"openai_api_base","display_name":"OpenAI API Base","advanced":false,"info":"\nThe base URL of the OpenAI API. Defaults to https://api.openai.com/v1.\n\nYou can change this to use other APIs like JinaChat, LocalAI and Prem.\n","type":"str","list":false},"openai_api_key":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"","password":true,"name":"openai_api_key","display_name":"OpenAI API Key","advanced":false,"info":"","type":"str","list":false},"openai_organization":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"openai_organization","display_name":"OpenAI Organization","advanced":false,"info":"","type":"str","list":false},"openai_proxy":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"openai_proxy","display_name":"OpenAI Proxy","advanced":false,"info":"","type":"str","list":false},"request_timeout":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"request_timeout","advanced":false,"info":"","type":"float","list":false,"value":60},"streaming":{"required":false,"placeholder":"","show":false,"multiline":false,"value":false,"password":false,"name":"streaming","advanced":false,"info":"","type":"bool","list":false},"tags":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"tags","advanced":false,"info":"","type":"str","list":true},"temperature":{"required":false,"placeholder":"","show":true,"multiline":false,"value":0.7,"password":false,"name":"temperature","advanced":false,"info":"","type":"float","list":false},"tiktoken_model_name":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"tiktoken_model_name","advanced":false,"info":"","type":"str","list":false},"verbose":{"required":false,"placeholder":"","show":false,"multiline":false,"value":false,"password":false,"name":"verbose","advanced":false,"info":"","type":"bool","list":false},"_type":"ChatOpenAI"},"description":"Wrapper around OpenAI Chat large language models.","base_classes":["BaseChatModel","BaseLanguageModel","ChatOpenAI","BaseLLM"],"display_name":"ChatOpenAI","documentation":"https://python.langchain.com/docs/modules/model_io/models/chat/integrations/openai"},"id":"ChatOpenAI-Qazyf","value":null},"selected":false,"positionAbsolute":{"x":36.69238553788068,"y":467.8198042261215},"dragging":false},{"width":384,"height":287,"id":"ConversationChain-YkBpq","type":"genericNode","position":{"x":621.9726549474123,"y":103.02734505258763},"data":{"type":"ConversationChain","node":{"template":{"callbacks":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"callbacks","advanced":false,"info":"","type":"langchain.callbacks.base.BaseCallbackHandler","list":true},"llm":{"required":true,"placeholder":"","show":true,"multiline":false,"password":false,"name":"llm","advanced":false,"info":"","type":"BaseLanguageModel","list":false},"memory":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"memory","advanced":false,"info":"","type":"BaseMemory","list":false},"output_parser":{"required":false,"placeholder":"","show":false,"multiline":false,"value":{"_type":"default"},"password":false,"name":"output_parser","advanced":false,"info":"","type":"BaseLLMOutputParser","list":false},"prompt":{"required":false,"placeholder":"","show":false,"multiline":false,"value":{"input_variables":["history","input"],"output_parser":null,"partial_variables":{},"template":"The following is a friendly conversation between a human and an AI. The AI is talkative and provides lots of specific details from its context. If the AI does not know the answer to a question, it truthfully says it does not know.\n\nCurrent conversation:\n{history}\nHuman: {input}\nAI:","template_format":"f-string","validate_template":true,"_type":"prompt"},"password":false,"name":"prompt","advanced":false,"info":"","type":"BasePromptTemplate","list":false},"input_key":{"required":true,"placeholder":"","show":true,"multiline":false,"value":"input","password":false,"name":"input_key","advanced":true,"info":"","type":"str","list":false},"llm_kwargs":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"llm_kwargs","advanced":false,"info":"","type":"code","list":false},"output_key":{"required":true,"placeholder":"","show":true,"multiline":false,"value":"response","password":false,"name":"output_key","advanced":true,"info":"","type":"str","list":false},"return_final_only":{"required":false,"placeholder":"","show":false,"multiline":false,"value":true,"password":false,"name":"return_final_only","advanced":false,"info":"","type":"bool","list":false},"tags":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"tags","advanced":false,"info":"","type":"str","list":true},"verbose":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"verbose","advanced":true,"info":"","type":"bool","list":false},"_type":"ConversationChain"},"description":"Chain to have a conversation and load context from memory.","base_classes":["ConversationChain","LLMChain","Chain","function"],"display_name":"ConversationChain","documentation":""},"id":"ConversationChain-YkBpq","value":null},"selected":false,"positionAbsolute":{"x":621.9726549474123,"y":103.02734505258763},"dragging":false}],"edges":[{"source":"ConversationBufferMemory-b6LTx","sourceHandle":"ConversationBufferMemory|ConversationBufferMemory-b6LTx|BaseMemory|BaseChatMemory|ConversationBufferMemory","target":"ConversationChain-YkBpq","targetHandle":"BaseMemory|memory|ConversationChain-YkBpq","className":"","id":"reactflow__edge-ConversationBufferMemory-b6LTxConversationBufferMemory|ConversationBufferMemory-b6LTx|BaseMemory|BaseChatMemory|ConversationBufferMemory-ConversationChain-YkBpqBaseMemory|memory|ConversationChain-YkBpq","selected":false,"style":{"stroke":"#555555"},"animated":false},{"source":"ChatOpenAI-Qazyf","sourceHandle":"ChatOpenAI|ChatOpenAI-Qazyf|BaseChatModel|BaseLanguageModel|ChatOpenAI|BaseLLM","target":"ConversationChain-YkBpq","targetHandle":"BaseLanguageModel|llm|ConversationChain-YkBpq","className":"","id":"reactflow__edge-ChatOpenAI-QazyfChatOpenAI|ChatOpenAI-Qazyf|BaseChatModel|BaseLanguageModel|ChatOpenAI|BaseLLM-ConversationChain-YkBpqBaseLanguageModel|llm|ConversationChain-YkBpq","selected":false,"style":{"stroke":"#555555"},"animated":false}],"viewport":{"x":184.01367252629387,"y":21.486327473706183,"zoom":0.5}},"id":"6b60bd46-bd72-415c-bc3e-dd38d27a5b93"},{"name":"Optimistic Cray","description":"Harness the Power of Conversational AI.","data":null,"id":"68e5ffde-155d-4ae5-a62c-d10e4826f77a"},{"name":"Basic Chat with Prompt and History","description":"A simple chat with a custom prompt template and conversational memory buffer","data":{"nodes":[{"width":384,"height":693,"id":"ChatOpenAI-wwtZu","type":"genericNode","position":{"x":170.87326389541306,"y":465.8628482073749},"data":{"type":"ChatOpenAI","node":{"template":{"callbacks":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"callbacks","advanced":false,"info":"","type":"langchain.callbacks.base.BaseCallbackHandler","list":true},"cache":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"cache","advanced":false,"info":"","type":"bool","list":false},"client":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"client","advanced":false,"info":"","type":"Any","list":false},"max_retries":{"required":false,"placeholder":"","show":false,"multiline":false,"value":6,"password":false,"name":"max_retries","advanced":false,"info":"","type":"int","list":false},"max_tokens":{"required":false,"placeholder":"","show":true,"multiline":false,"password":true,"name":"max_tokens","advanced":false,"info":"","type":"int","list":false},"model_kwargs":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"model_kwargs","advanced":true,"info":"","type":"code","list":false},"model_name":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"gpt-3.5-turbo","password":false,"options":["gpt-3.5-turbo-0613","gpt-3.5-turbo","gpt-3.5-turbo-16k-0613","gpt-3.5-turbo-16k","gpt-4-0613","gpt-4-32k-0613","gpt-4","gpt-4-32k"],"name":"model_name","advanced":false,"info":"","type":"str","list":true},"n":{"required":false,"placeholder":"","show":false,"multiline":false,"value":1,"password":false,"name":"n","advanced":false,"info":"","type":"int","list":false},"openai_api_base":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"openai_api_base","display_name":"OpenAI API Base","advanced":false,"info":"\nThe base URL of the OpenAI API. Defaults to https://api.openai.com/v1.\n\nYou can change this to use other APIs like JinaChat, LocalAI and Prem.\n","type":"str","list":false},"openai_api_key":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"","password":true,"name":"openai_api_key","display_name":"OpenAI API Key","advanced":false,"info":"","type":"str","list":false},"openai_organization":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"openai_organization","display_name":"OpenAI Organization","advanced":false,"info":"","type":"str","list":false},"openai_proxy":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"openai_proxy","display_name":"OpenAI Proxy","advanced":false,"info":"","type":"str","list":false},"request_timeout":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"request_timeout","advanced":false,"info":"","type":"float","list":false,"value":60},"streaming":{"required":false,"placeholder":"","show":false,"multiline":false,"value":false,"password":false,"name":"streaming","advanced":false,"info":"","type":"bool","list":false},"tags":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"tags","advanced":false,"info":"","type":"str","list":true},"temperature":{"required":false,"placeholder":"","show":true,"multiline":false,"value":0.7,"password":false,"name":"temperature","advanced":false,"info":"","type":"float","list":false},"tiktoken_model_name":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"tiktoken_model_name","advanced":false,"info":"","type":"str","list":false},"verbose":{"required":false,"placeholder":"","show":false,"multiline":false,"value":false,"password":false,"name":"verbose","advanced":false,"info":"","type":"bool","list":false},"_type":"ChatOpenAI"},"description":"Wrapper around OpenAI Chat large language models.","base_classes":["BaseChatModel","BaseLanguageModel","ChatOpenAI","BaseLLM"],"display_name":"ChatOpenAI","documentation":"https://python.langchain.com/docs/modules/model_io/models/chat/integrations/openai"},"id":"ChatOpenAI-wwtZu","value":null},"selected":true,"dragging":false,"positionAbsolute":{"x":170.87326389541306,"y":465.8628482073749}},{"width":384,"height":307,"id":"LLMChain-Bl1f6","type":"genericNode","position":{"x":1250.1806448178158,"y":588.4657451068704},"data":{"type":"LLMChain","node":{"template":{"callbacks":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"callbacks","advanced":false,"info":"","type":"langchain.callbacks.base.BaseCallbackHandler","list":true},"llm":{"required":true,"placeholder":"","show":true,"multiline":false,"password":false,"name":"llm","advanced":false,"info":"","type":"BaseLanguageModel","list":false},"memory":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"memory","advanced":false,"info":"","type":"BaseMemory","list":false},"output_parser":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"output_parser","advanced":false,"info":"","type":"BaseLLMOutputParser","list":false},"prompt":{"required":true,"placeholder":"","show":true,"multiline":false,"password":false,"name":"prompt","advanced":false,"info":"","type":"BasePromptTemplate","list":false},"llm_kwargs":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"llm_kwargs","advanced":false,"info":"","type":"code","list":false},"output_key":{"required":true,"placeholder":"","show":true,"multiline":false,"value":"text","password":false,"name":"output_key","advanced":true,"info":"","type":"str","list":false},"return_final_only":{"required":false,"placeholder":"","show":false,"multiline":false,"value":true,"password":false,"name":"return_final_only","advanced":false,"info":"","type":"bool","list":false},"tags":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"tags","advanced":false,"info":"","type":"str","list":true},"verbose":{"required":false,"placeholder":"","show":true,"multiline":false,"value":false,"password":false,"name":"verbose","advanced":true,"info":"","type":"bool","list":false},"_type":"LLMChain"},"description":"Chain to run queries against LLMs.","base_classes":["Chain","LLMChain","function"],"display_name":"LLMChain","documentation":"https://python.langchain.com/docs/modules/chains/foundational/llm_chain"},"id":"LLMChain-Bl1f6","value":null},"selected":false,"positionAbsolute":{"x":1250.1806448178158,"y":588.4657451068704},"dragging":false},{"width":384,"height":265,"id":"PromptTemplate-hwrbs","type":"genericNode","position":{"x":172.18064481781585,"y":67.26574510687044},"data":{"type":"PromptTemplate","node":{"template":{"output_parser":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"output_parser","advanced":false,"info":"","type":"BaseOutputParser","list":false},"input_variables":{"required":true,"placeholder":"","show":false,"multiline":false,"password":false,"name":"input_variables","advanced":false,"info":"","type":"str","list":true},"partial_variables":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"partial_variables","advanced":false,"info":"","type":"code","list":false},"template":{"required":true,"placeholder":"","show":true,"multiline":true,"password":false,"name":"template","advanced":false,"info":"","type":"prompt","list":false,"value":"The following is a friendly conversation between a human and an AI. The AI is talkative and provides lots of specific details from its context. If the AI does not know the answer to a question, it truthfully says it does not know.\n\nCurrent conversation:\n\n{history}\nHuman: {text}\nAI:"},"template_format":{"required":false,"placeholder":"","show":false,"multiline":false,"value":"f-string","password":false,"name":"template_format","advanced":false,"info":"","type":"str","list":false},"validate_template":{"required":false,"placeholder":"","show":false,"multiline":false,"value":true,"password":false,"name":"validate_template","advanced":false,"info":"","type":"bool","list":false},"_type":"PromptTemplate"},"description":"Schema to represent a prompt for an LLM.","base_classes":["PromptTemplate","BasePromptTemplate","StringPromptTemplate"],"display_name":"PromptTemplate","documentation":"https://python.langchain.com/docs/modules/model_io/prompts/prompt_templates/"},"id":"PromptTemplate-hwrbs","value":null},"selected":false,"dragging":false,"positionAbsolute":{"x":172.18064481781585,"y":67.26574510687044}},{"width":384,"height":273,"id":"ConversationBufferMemory-8di05","type":"genericNode","position":{"x":802.1806448178158,"y":43.265745106870426},"data":{"type":"ConversationBufferMemory","node":{"template":{"chat_memory":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"chat_memory","advanced":false,"info":"","type":"BaseChatMessageHistory","list":false},"ai_prefix":{"required":false,"placeholder":"","show":false,"multiline":false,"value":"AI","password":false,"name":"ai_prefix","advanced":false,"info":"","type":"str","list":false},"human_prefix":{"required":false,"placeholder":"","show":false,"multiline":false,"value":"Human","password":false,"name":"human_prefix","advanced":false,"info":"","type":"str","list":false},"input_key":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"","password":false,"name":"input_key","advanced":false,"info":"","type":"str","list":false},"memory_key":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"history","password":false,"name":"memory_key","advanced":false,"info":"","type":"str","list":false},"output_key":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"","password":false,"name":"output_key","advanced":false,"info":"","type":"str","list":false},"return_messages":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"return_messages","advanced":false,"info":"","type":"bool","list":false},"_type":"ConversationBufferMemory"},"description":"Buffer for storing conversation memory.","base_classes":["BaseMemory","BaseChatMemory","ConversationBufferMemory"],"display_name":"ConversationBufferMemory","documentation":"https://python.langchain.com/docs/modules/memory/how_to/buffer"},"id":"ConversationBufferMemory-8di05","value":null},"selected":false,"positionAbsolute":{"x":802.1806448178158,"y":43.265745106870426},"dragging":false}],"edges":[{"source":"ChatOpenAI-wwtZu","sourceHandle":"ChatOpenAI|ChatOpenAI-wwtZu|BaseChatModel|BaseLanguageModel|ChatOpenAI|BaseLLM","target":"LLMChain-Bl1f6","targetHandle":"BaseLanguageModel|llm|LLMChain-Bl1f6","className":"","id":"reactflow__edge-ChatOpenAI-wwtZuChatOpenAI|ChatOpenAI-wwtZu|BaseChatModel|BaseLanguageModel|ChatOpenAI|BaseLLM-LLMChain-Bl1f6BaseLanguageModel|llm|LLMChain-Bl1f6","selected":false,"style":{"stroke":"#555555"},"animated":false},{"source":"PromptTemplate-hwrbs","sourceHandle":"PromptTemplate|PromptTemplate-hwrbs|PromptTemplate|BasePromptTemplate|StringPromptTemplate","target":"LLMChain-Bl1f6","targetHandle":"BasePromptTemplate|prompt|LLMChain-Bl1f6","className":"","id":"reactflow__edge-PromptTemplate-hwrbsPromptTemplate|PromptTemplate-hwrbs|PromptTemplate|BasePromptTemplate|StringPromptTemplate-LLMChain-Bl1f6BasePromptTemplate|prompt|LLMChain-Bl1f6","style":{"stroke":"#555555"},"animated":false},{"source":"ConversationBufferMemory-8di05","sourceHandle":"ConversationBufferMemory|ConversationBufferMemory-8di05|BaseMemory|BaseChatMemory|ConversationBufferMemory","target":"LLMChain-Bl1f6","targetHandle":"BaseMemory|memory|LLMChain-Bl1f6","className":"","id":"reactflow__edge-ConversationBufferMemory-8di05ConversationBufferMemory|ConversationBufferMemory-8di05|BaseMemory|BaseChatMemory|ConversationBufferMemory-LLMChain-Bl1f6BaseMemory|memory|LLMChain-Bl1f6","style":{"stroke":"#555555"},"animated":false}],"viewport":{"x":188.39556390089513,"y":130.05583310649712,"zoom":0.6070974421975234}},"id":"caef405f-c4aa-49da-85c5-0678d2f903e0"},{"name":"Getting Started: Simple python function applied to each output","description":"Use this Tool on every query","data":{"nodes":[{"width":384,"height":631,"id":"ChatOpenAI-qKmUy","type":"genericNode","position":{"x":543.1816229116944,"y":942.891611351432},"data":{"type":"ChatOpenAI","node":{"template":{"callbacks":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"callbacks","advanced":false,"info":"","type":"langchain.callbacks.base.BaseCallbackHandler","list":true},"cache":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"cache","advanced":false,"info":"","type":"bool","list":false},"client":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"client","advanced":false,"info":"","type":"Any","list":false},"max_retries":{"required":false,"placeholder":"","show":false,"multiline":false,"value":6,"password":false,"name":"max_retries","advanced":false,"info":"","type":"int","list":false},"max_tokens":{"required":false,"placeholder":"","show":true,"multiline":false,"password":true,"name":"max_tokens","advanced":false,"info":"","type":"int","list":false},"model_kwargs":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"model_kwargs","advanced":true,"info":"","type":"code","list":false},"model_name":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"gpt-3.5-turbo","password":false,"options":["gpt-3.5-turbo-0613","gpt-3.5-turbo","gpt-3.5-turbo-16k-0613","gpt-3.5-turbo-16k","gpt-4-0613","gpt-4-32k-0613","gpt-4","gpt-4-32k"],"name":"model_name","advanced":false,"info":"","type":"str","list":true},"n":{"required":false,"placeholder":"","show":false,"multiline":false,"value":1,"password":false,"name":"n","advanced":false,"info":"","type":"int","list":false},"openai_api_base":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"openai_api_base","display_name":"OpenAI API Base","advanced":false,"info":"\nThe base URL of the OpenAI API. Defaults to https://api.openai.com/v1.\n\nYou can change this to use other APIs like JinaChat, LocalAI and Prem.\n","type":"str","list":false},"openai_api_key":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"","password":true,"name":"openai_api_key","display_name":"OpenAI API Key","advanced":false,"info":"","type":"str","list":false},"openai_organization":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"openai_organization","display_name":"OpenAI Organization","advanced":false,"info":"","type":"str","list":false},"openai_proxy":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"openai_proxy","display_name":"OpenAI Proxy","advanced":false,"info":"","type":"str","list":false},"request_timeout":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"request_timeout","advanced":false,"info":"","type":"float","list":false},"streaming":{"required":false,"placeholder":"","show":false,"multiline":false,"value":false,"password":false,"name":"streaming","advanced":false,"info":"","type":"bool","list":false},"tags":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"tags","advanced":false,"info":"","type":"str","list":true},"temperature":{"required":false,"placeholder":"","show":true,"multiline":false,"value":"0.2","password":false,"name":"temperature","advanced":false,"info":"","type":"float","list":false},"tiktoken_model_name":{"required":false,"placeholder":"","show":false,"multiline":false,"password":false,"name":"tiktoken_model_name","advanced":false,"info":"","type":"str","list":false},"verbose":{"required":false,"placeholder":"","show":false,"multiline":false,"value":false,"password":false,"name":"verbose","advanced":false,"info":"","type":"bool","list":false},"_type":"ChatOpenAI"},"description":"Wrapper around OpenAI Chat large language models.","base_classes":["BaseChatModel","BaseLanguageModel","ChatOpenAI","BaseLLM"],"display_name":"ChatOpenAI","documentation":"https://python.langchain.com/docs/modules/model_io/models/chat/integrations/openai"},"id":"ChatOpenAI-qKmUy","value":null},"selected":false,"dragging":false,"positionAbsolute":{"x":543.1816229116944,"y":942.891611351432}},{"width":384,"height":387,"id":"AgentInitializer-r7CTE","type":"genericNode","position":{"x":1036.6064439140812,"y":645.1919693466587},"data":{"type":"AgentInitializer","node":{"template":{"llm":{"required":true,"placeholder":"","show":true,"multiline":false,"password":false,"name":"llm","display_name":"LLM","advanced":false,"info":"","type":"BaseLanguageModel","list":false},"memory":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"memory","advanced":false,"info":"","type":"BaseChatMemory","list":false},"tools":{"required":false,"placeholder":"","show":true,"multiline":false,"password":false,"name":"tools","advanced":false,"info":"","type":"Tool","list":true},"agent":{"required":true,"placeholder":"","show":true,"multiline":false,"value":"zero-shot-react-description","password":false,"options":["zero-shot-react-description","react-docstore","self-ask-with-search","conversational-react-description","openai-functions","openai-multi-functions"],"name":"agent","advanced":false,"info":"","type":"str","list":true},"_type":"initialize_agent"},"description":"Construct a zero shot agent from an LLM and tools.","base_classes":["AgentExecutor","function"],"display_name":"AgentInitializer","documentation":"https://python.langchain.com/docs/modules/agents/agent_types/"},"id":"AgentInitializer-r7CTE","value":null},"selected":false,"positionAbsolute":{"x":1036.6064439140812,"y":645.1919693466587}},{"width":384,"height":437,"id":"PythonFunctionTool-SQ1xH","type":"genericNode","position":{"x":553.050119331742,"y":412.9533535948685},"data":{"type":"PythonFunctionTool","node":{"template":{"code":{"required":true,"placeholder":"","show":true,"multiline":true,"value":"\ndef python_function(text: str) -> str:\n \"\"\"This is a default python function that returns the input text\"\"\"\n return text\n","password":false,"name":"code","advanced":false,"info":"","type":"code","list":false},"description":{"required":true,"placeholder":"","show":true,"multiline":true,"value":"Returns the Text you send. This is a testing tool.","password":false,"name":"description","advanced":false,"info":"","type":"str","list":false},"name":{"required":true,"placeholder":"","show":true,"multiline":false,"value":"PythonFunction","password":false,"name":"name","advanced":false,"info":"","type":"str","list":false},"return_direct":{"required":true,"placeholder":"","show":true,"multiline":false,"value":false,"password":false,"name":"return_direct","advanced":false,"info":"","type":"bool","list":false},"_type":"PythonFunctionTool"},"description":"Python function to be executed.","base_classes":["Tool"],"display_name":"PythonFunctionTool","documentation":""},"id":"PythonFunctionTool-SQ1xH","value":null},"selected":false,"dragging":false,"positionAbsolute":{"x":553.050119331742,"y":412.9533535948685}}],"edges":[{"source":"ChatOpenAI-qKmUy","sourceHandle":"ChatOpenAI|ChatOpenAI-qKmUy|BaseChatModel|BaseLanguageModel|ChatOpenAI|BaseLLM","target":"AgentInitializer-r7CTE","targetHandle":"BaseLanguageModel|llm|AgentInitializer-r7CTE","style":{"stroke":"#555555"},"className":"","animated":false,"id":"reactflow__edge-ChatOpenAI-qKmUyChatOpenAI|ChatOpenAI-qKmUy|BaseChatModel|BaseLanguageModel|ChatOpenAI|BaseLLM-AgentInitializer-r7CTEBaseLanguageModel|llm|AgentInitializer-r7CTE","selected":false},{"source":"PythonFunctionTool-SQ1xH","sourceHandle":"PythonFunctionTool|PythonFunctionTool-SQ1xH|Tool","target":"AgentInitializer-r7CTE","targetHandle":"Tool|tools|AgentInitializer-r7CTE","style":{"stroke":"#555555"},"className":"","animated":false,"id":"reactflow__edge-PythonFunctionTool-SQ1xHPythonFunctionTool|PythonFunctionTool-SQ1xH|Tool-AgentInitializer-r7CTETool|tools|AgentInitializer-r7CTE","selected":false}],"viewport":{"x":4.748095479939138,"y":-155.65184647754464,"zoom":0.6079953565987085}},"id":"5cbd5193-61ac-4bc7-81be-fbe393a5b744"}]}