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fe6c878f4061-94
(langchain.document_loaders.EmbaasLoader method) (langchain.document_loaders.EverNoteLoader method) (langchain.document_loaders.FacebookChatLoader method) (langchain.document_loaders.FaunaLoader method) (langchain.document_loaders.FigmaFileLoader method) (langchain.document_loaders.GCSDirectoryLoader method) (langchain.document_loaders.GCSFileLoader method) (langchain.document_loaders.GitbookLoader method) (langchain.document_loaders.GitHubIssuesLoader method) (langchain.document_loaders.GitLoader method) (langchain.document_loaders.GoogleApiYoutubeLoader method) (langchain.document_loaders.GoogleDriveLoader method) (langchain.document_loaders.GutenbergLoader method) (langchain.document_loaders.HNLoader method) (langchain.document_loaders.HuggingFaceDatasetLoader method) (langchain.document_loaders.IFixitLoader method) (langchain.document_loaders.ImageCaptionLoader method) (langchain.document_loaders.IMSDbLoader method) (langchain.document_loaders.IuguLoader method) (langchain.document_loaders.JoplinLoader method) (langchain.document_loaders.JSONLoader method) (langchain.document_loaders.LarkSuiteDocLoader method) (langchain.document_loaders.MastodonTootsLoader method) (langchain.document_loaders.MathpixPDFLoader method) (langchain.document_loaders.MaxComputeLoader method) (langchain.document_loaders.MergedDataLoader method) (langchain.document_loaders.MHTMLLoader method) (langchain.document_loaders.ModernTreasuryLoader method) (langchain.document_loaders.MWDumpLoader method) (langchain.document_loaders.NotebookLoader method) (langchain.document_loaders.NotionDBLoader method) (langchain.document_loaders.NotionDirectoryLoader method) (langchain.document_loaders.ObsidianLoader method)
https://api.python.langchain.com/en/latest/genindex.html
fe6c878f4061-95
(langchain.document_loaders.ObsidianLoader method) (langchain.document_loaders.OneDriveFileLoader method) (langchain.document_loaders.OneDriveLoader method) (langchain.document_loaders.OnlinePDFLoader method) (langchain.document_loaders.OpenCityDataLoader method) (langchain.document_loaders.OutlookMessageLoader method) (langchain.document_loaders.PDFMinerLoader method) (langchain.document_loaders.PDFMinerPDFasHTMLLoader method) (langchain.document_loaders.PDFPlumberLoader method) (langchain.document_loaders.PlaywrightURLLoader method) (langchain.document_loaders.PsychicLoader method) (langchain.document_loaders.PyMuPDFLoader method) (langchain.document_loaders.PyPDFDirectoryLoader method) (langchain.document_loaders.PyPDFium2Loader method) (langchain.document_loaders.PyPDFLoader method) (langchain.document_loaders.PySparkDataFrameLoader method) (langchain.document_loaders.ReadTheDocsLoader method) (langchain.document_loaders.RecursiveUrlLoader method) (langchain.document_loaders.RedditPostsLoader method) (langchain.document_loaders.RoamLoader method) (langchain.document_loaders.S3DirectoryLoader method) (langchain.document_loaders.S3FileLoader method) (langchain.document_loaders.SeleniumURLLoader method) (langchain.document_loaders.SitemapLoader method) (langchain.document_loaders.SlackDirectoryLoader method) (langchain.document_loaders.SnowflakeLoader method) (langchain.document_loaders.SpreedlyLoader method) (langchain.document_loaders.SRTLoader method) (langchain.document_loaders.StripeLoader method) (langchain.document_loaders.TelegramChatApiLoader method) (langchain.document_loaders.TelegramChatFileLoader method) (langchain.document_loaders.TencentCOSDirectoryLoader method)
https://api.python.langchain.com/en/latest/genindex.html
fe6c878f4061-96
(langchain.document_loaders.TencentCOSDirectoryLoader method) (langchain.document_loaders.TencentCOSFileLoader method) (langchain.document_loaders.TextLoader method) (langchain.document_loaders.ToMarkdownLoader method) (langchain.document_loaders.TomlLoader method) (langchain.document_loaders.TrelloLoader method) (langchain.document_loaders.TwitterTweetLoader method) (langchain.document_loaders.UnstructuredURLLoader method) (langchain.document_loaders.WeatherDataLoader method) (langchain.document_loaders.WebBaseLoader method) (langchain.document_loaders.WhatsAppChatLoader method) (langchain.document_loaders.WikipediaLoader method) (langchain.document_loaders.YoutubeLoader method) (langchain.utilities.ArxivAPIWrapper method) (langchain.utilities.PubMedAPIWrapper method) (langchain.utilities.WikipediaAPIWrapper method) load_agent() (in module langchain.agents) load_all_available_meta (langchain.utilities.ArxivAPIWrapper attribute) (langchain.utilities.PubMedAPIWrapper attribute) (langchain.utilities.WikipediaAPIWrapper attribute) load_all_recursively (langchain.document_loaders.BlackboardLoader attribute) load_and_split() (langchain.document_loaders.EmbaasLoader method) load_bibtex_entries() (langchain.utilities.BibtexparserWrapper method) load_chain() (in module langchain.chains) load_comments() (langchain.document_loaders.HNLoader method) load_device() (langchain.document_loaders.IFixitLoader method) load_docs() (langchain.utilities.PubMedAPIWrapper method) load_file() (langchain.document_loaders.DirectoryLoader method) load_fn_kwargs (langchain.embeddings.SelfHostedHuggingFaceEmbeddings attribute) (langchain.llms.SelfHostedHuggingFaceLLM attribute)
https://api.python.langchain.com/en/latest/genindex.html
fe6c878f4061-97
(langchain.llms.SelfHostedHuggingFaceLLM attribute) (langchain.llms.SelfHostedPipeline attribute) load_guide() (langchain.document_loaders.IFixitLoader method) load_huggingface_tool() (in module langchain.agents) load_local() (langchain.vectorstores.Annoy class method) (langchain.vectorstores.AwaDB method) (langchain.vectorstores.FAISS class method) load_max_docs (langchain.utilities.ArxivAPIWrapper attribute) (langchain.utilities.PubMedAPIWrapper attribute) load_memory_variables() (langchain.experimental.GenerativeAgentMemory method) (langchain.memory.CombinedMemory method) (langchain.memory.ConversationBufferMemory method) (langchain.memory.ConversationBufferWindowMemory method) (langchain.memory.ConversationEntityMemory method) (langchain.memory.ConversationKGMemory method) (langchain.memory.ConversationStringBufferMemory method) (langchain.memory.ConversationSummaryBufferMemory method) (langchain.memory.ConversationSummaryMemory method) (langchain.memory.ConversationTokenBufferMemory method) (langchain.memory.MotorheadMemory method) (langchain.memory.ReadOnlySharedMemory method) (langchain.memory.SimpleMemory method) (langchain.memory.VectorStoreRetrieverMemory method) (langchain.schema.BaseMemory method) load_messages() (langchain.memory.CosmosDBChatMessageHistory method) load_page() (langchain.document_loaders.NotionDBLoader method) load_prompt() (in module langchain.prompts) load_questions_and_answers() (langchain.document_loaders.IFixitLoader method) load_results() (langchain.document_loaders.HNLoader method) load_suggestions() (langchain.document_loaders.IFixitLoader static method) load_tools() (in module langchain.agents) load_trashed_files (langchain.document_loaders.GoogleDriveLoader attribute)
https://api.python.langchain.com/en/latest/genindex.html
fe6c878f4061-98
load_trashed_files (langchain.document_loaders.GoogleDriveLoader attribute) locals (langchain.tools.PythonAstREPLTool attribute) (langchain.utilities.PythonREPL attribute) location (langchain.llms.VertexAI attribute) log (langchain.schema.AgentFinish attribute) log_probs (langchain.llms.AlephAlpha attribute) logit_bias (langchain.llms.AlephAlpha attribute) (langchain.llms.AzureOpenAI attribute) (langchain.llms.GooseAI attribute) (langchain.llms.OpenAI attribute) (langchain.llms.OpenLM attribute) logitBias (langchain.llms.AI21 attribute) logits_all (langchain.embeddings.LlamaCppEmbeddings attribute) (langchain.llms.GPT4All attribute) (langchain.llms.LlamaCpp attribute) logprobs (langchain.llms.LlamaCpp attribute) (langchain.llms.Writer attribute) lookup_tool() (langchain.agents.AgentExecutor method) lora_base (langchain.llms.LlamaCpp attribute) lora_path (langchain.llms.LlamaCpp attribute) M MARKDOWN (langchain.text_splitter.Language attribute) MarkdownHeaderTextSplitter (class in langchain.text_splitter) MarkdownTextSplitter (class in langchain.text_splitter) MastodonTootsLoader (class in langchain.document_loaders) MatchingEngine (class in langchain.vectorstores) MathpixPDFLoader (class in langchain.document_loaders) max_checks (langchain.chains.LLMSummarizationCheckerChain attribute) max_context_size (langchain.llms.AzureOpenAI property) (langchain.llms.OpenAI property) (langchain.llms.OpenLM property) (langchain.llms.PromptLayerOpenAI property) max_execution_time (langchain.agents.AgentExecutor attribute)
https://api.python.langchain.com/en/latest/genindex.html
fe6c878f4061-99
max_execution_time (langchain.agents.AgentExecutor attribute) max_iter (langchain.chains.FlareChain attribute) max_iterations (langchain.agents.agent_toolkits.PowerBIToolkit attribute) (langchain.agents.AgentExecutor attribute) (langchain.tools.QueryPowerBITool attribute) max_length (langchain.llms.NLPCloud attribute) (langchain.llms.Petals attribute) (langchain.prompts.example_selector.LengthBasedExampleSelector attribute) (langchain.prompts.LengthBasedExampleSelector attribute) max_marginal_relevance_search() (langchain.vectorstores.Annoy method) (langchain.vectorstores.Cassandra method) (langchain.vectorstores.Chroma method) (langchain.vectorstores.DeepLake method) (langchain.vectorstores.FAISS method) (langchain.vectorstores.Milvus method) (langchain.vectorstores.OpenSearchVectorSearch method) (langchain.vectorstores.Pinecone method) (langchain.vectorstores.Qdrant method) (langchain.vectorstores.SKLearnVectorStore method) (langchain.vectorstores.SupabaseVectorStore method) (langchain.vectorstores.VectorStore method) (langchain.vectorstores.Weaviate method) max_marginal_relevance_search_by_vector() (langchain.vectorstores.Annoy method) (langchain.vectorstores.Cassandra method) (langchain.vectorstores.Chroma method) (langchain.vectorstores.DeepLake method) (langchain.vectorstores.FAISS method) (langchain.vectorstores.Milvus method) (langchain.vectorstores.Pinecone method) (langchain.vectorstores.SKLearnVectorStore method) (langchain.vectorstores.SupabaseVectorStore method) (langchain.vectorstores.VectorStore method) (langchain.vectorstores.Weaviate method) max_marginal_relevance_search_with_score_by_vector() (langchain.vectorstores.FAISS method)
https://api.python.langchain.com/en/latest/genindex.html
fe6c878f4061-100
max_new_tokens (langchain.llms.Petals attribute) (langchain.llms.TextGen attribute) max_output_tokens (langchain.llms.GooglePalm attribute) (langchain.llms.VertexAI attribute) max_results (langchain.utilities.DuckDuckGoSearchAPIWrapper attribute) max_retries (langchain.chat_models.ChatOpenAI attribute) (langchain.embeddings.OpenAIEmbeddings attribute) (langchain.llms.AzureOpenAI attribute) (langchain.llms.Cohere attribute) (langchain.llms.OpenAI attribute) (langchain.llms.OpenAIChat attribute) (langchain.llms.OpenLM attribute) (langchain.llms.PromptLayerOpenAIChat attribute) max_token_limit (langchain.memory.ConversationSummaryBufferMemory attribute) (langchain.memory.ConversationTokenBufferMemory attribute) max_tokens (langchain.chat_models.ChatOpenAI attribute) (langchain.llms.AzureOpenAI attribute) (langchain.llms.Cohere attribute) (langchain.llms.GooseAI attribute) (langchain.llms.LlamaCpp attribute) (langchain.llms.OpenAI attribute) (langchain.llms.OpenLM attribute) (langchain.llms.PredictionGuard attribute) (langchain.llms.Writer attribute) max_tokens_for_prompt() (langchain.llms.AzureOpenAI method) (langchain.llms.OpenAI method) (langchain.llms.OpenLM method) (langchain.llms.PromptLayerOpenAI method) max_tokens_limit (langchain.chains.ConversationalRetrievalChain attribute) (langchain.chains.RetrievalQAWithSourcesChain attribute) (langchain.chains.VectorDBQAWithSourcesChain attribute) max_tokens_per_generation (langchain.llms.RWKV attribute) max_tokens_to_sample (langchain.llms.Anthropic attribute) MaxComputeAPIWrapper (class in langchain.utilities)
https://api.python.langchain.com/en/latest/genindex.html
fe6c878f4061-101
MaxComputeAPIWrapper (class in langchain.utilities) MaxComputeLoader (class in langchain.document_loaders) maximum_tokens (langchain.llms.AlephAlpha attribute) maxTokens (langchain.llms.AI21 attribute) memories (langchain.memory.CombinedMemory attribute) (langchain.memory.SimpleMemory attribute) Memory (in module langchain.schema) memory (langchain.chains.AnalyzeDocumentChain attribute) (langchain.chains.APIChain attribute) (langchain.chains.ChatVectorDBChain attribute) (langchain.chains.ConstitutionalChain attribute) (langchain.chains.ConversationalRetrievalChain attribute) (langchain.chains.ConversationChain attribute) (langchain.chains.FlareChain attribute) (langchain.chains.GraphCypherQAChain attribute) (langchain.chains.GraphQAChain attribute) (langchain.chains.HypotheticalDocumentEmbedder attribute) (langchain.chains.KuzuQAChain attribute) (langchain.chains.LLMBashChain attribute) (langchain.chains.LLMChain attribute) (langchain.chains.LLMCheckerChain attribute) (langchain.chains.LLMMathChain attribute) (langchain.chains.LLMRequestsChain attribute) (langchain.chains.LLMRouterChain attribute) (langchain.chains.LLMSummarizationCheckerChain attribute) (langchain.chains.MapReduceChain attribute) (langchain.chains.MapReduceDocumentsChain attribute) (langchain.chains.MapRerankDocumentsChain attribute) (langchain.chains.MultiPromptChain attribute) (langchain.chains.MultiRetrievalQAChain attribute) (langchain.chains.MultiRouteChain attribute) (langchain.chains.NatBotChain attribute) (langchain.chains.NebulaGraphQAChain attribute) (langchain.chains.OpenAIModerationChain attribute)
https://api.python.langchain.com/en/latest/genindex.html
fe6c878f4061-102
(langchain.chains.OpenAIModerationChain attribute) (langchain.chains.OpenAPIEndpointChain attribute) (langchain.chains.PALChain attribute) (langchain.chains.QAGenerationChain attribute) (langchain.chains.QAWithSourcesChain attribute) (langchain.chains.RefineDocumentsChain attribute) (langchain.chains.RetrievalQA attribute) (langchain.chains.RetrievalQAWithSourcesChain attribute) (langchain.chains.RouterChain attribute) (langchain.chains.SequentialChain attribute) (langchain.chains.SimpleSequentialChain attribute) (langchain.chains.SQLDatabaseChain attribute) (langchain.chains.SQLDatabaseSequentialChain attribute) (langchain.chains.StuffDocumentsChain attribute) (langchain.chains.TransformChain attribute) (langchain.chains.VectorDBQA attribute) (langchain.chains.VectorDBQAWithSourcesChain attribute) (langchain.experimental.GenerativeAgent attribute) (langchain.memory.ReadOnlySharedMemory attribute) memory_key (langchain.memory.ConversationSummaryBufferMemory attribute) (langchain.memory.ConversationTokenBufferMemory attribute) (langchain.memory.VectorStoreRetrieverMemory attribute) memory_retriever (langchain.experimental.GenerativeAgentMemory attribute) memory_stream (langchain.retrievers.TimeWeightedVectorStoreRetriever attribute) memory_variables (langchain.experimental.GenerativeAgentMemory property) (langchain.memory.CombinedMemory property) (langchain.memory.ConversationStringBufferMemory property) (langchain.memory.MotorheadMemory property) (langchain.memory.ReadOnlySharedMemory property) (langchain.memory.SimpleMemory property) (langchain.memory.VectorStoreRetrieverMemory property) (langchain.schema.BaseMemory property) mentioned (langchain.document_loaders.GitHubIssuesLoader attribute) merge_documents() (langchain.retrievers.MergerRetriever method)
https://api.python.langchain.com/en/latest/genindex.html
fe6c878f4061-103
merge_documents() (langchain.retrievers.MergerRetriever method) merge_from() (langchain.vectorstores.FAISS method) MergedDataLoader (class in langchain.document_loaders) MergerRetriever (class in langchain.retrievers) messages (langchain.memory.CassandraChatMessageHistory property) (langchain.memory.ChatMessageHistory attribute) (langchain.memory.DynamoDBChatMessageHistory property) (langchain.memory.FileChatMessageHistory property) (langchain.memory.MomentoChatMessageHistory property) (langchain.memory.MongoDBChatMessageHistory property) (langchain.memory.PostgresChatMessageHistory property) (langchain.memory.RedisChatMessageHistory property) (langchain.memory.SQLChatMessageHistory property) (langchain.memory.ZepChatMessageHistory property) (langchain.prompts.ChatPromptTemplate attribute) messages_from_dict() (in module langchain.schema) messages_to_dict() (in module langchain.schema) metadata (langchain.text_splitter.LineType attribute) metadata_column (langchain.vectorstores.Clickhouse property) (langchain.vectorstores.MyScale property) (langchain.vectorstores.StarRocks property) metadata_fields (langchain.document_loaders.FaunaLoader attribute) metadata_key (langchain.retrievers.RemoteLangChainRetriever attribute) METADATA_KEY (langchain.vectorstores.Qdrant attribute) metadata_keys (langchain.chains.MapRerankDocumentsChain attribute) MetalRetriever (class in langchain.retrievers) metaphor_api_key (langchain.utilities.MetaphorSearchAPIWrapper attribute) method (langchain.tools.APIOperation attribute) metric (langchain.vectorstores.ClickhouseSettings attribute) (langchain.vectorstores.MyScaleSettings attribute) MHTMLLoader (class in langchain.document_loaders)
https://api.python.langchain.com/en/latest/genindex.html
fe6c878f4061-104
MHTMLLoader (class in langchain.document_loaders) milestone (langchain.document_loaders.GitHubIssuesLoader attribute) Milvus (class in langchain.vectorstores) MilvusRetriever (class in langchain.retrievers) mimetype (langchain.document_loaders.Blob attribute) min_chunk_size (langchain.document_loaders.DocugamiLoader attribute) min_length (langchain.llms.NLPCloud attribute) (langchain.llms.TextGen attribute) min_prob (langchain.chains.FlareChain attribute) min_token_gap (langchain.chains.FlareChain attribute) min_tokens (langchain.llms.GooseAI attribute) (langchain.llms.Writer attribute) minimax_api_key (langchain.embeddings.MiniMaxEmbeddings attribute) minimax_group_id (langchain.embeddings.MiniMaxEmbeddings attribute) minimum_tokens (langchain.llms.AlephAlpha attribute) minTokens (langchain.llms.AI21 attribute) MlflowCallbackHandler (class in langchain.callbacks) mode (langchain.tools.JiraAction attribute) model (langchain.embeddings.AlephAlphaAsymmetricSemanticEmbedding attribute) (langchain.embeddings.CohereEmbeddings attribute) (langchain.embeddings.EmbaasEmbeddings attribute) (langchain.embeddings.MiniMaxEmbeddings attribute) (langchain.llms.AI21 attribute) (langchain.llms.AlephAlpha attribute) (langchain.llms.Anthropic attribute) (langchain.llms.Cohere attribute) (langchain.llms.CTransformers attribute) (langchain.llms.GPT4All attribute) (langchain.llms.PredictionGuard attribute) (langchain.llms.RWKV attribute) (langchain.retrievers.document_compressors.CohereRerank attribute)
https://api.python.langchain.com/en/latest/genindex.html
fe6c878f4061-105
(langchain.retrievers.document_compressors.CohereRerank attribute) model_file (langchain.llms.CTransformers attribute) model_id (langchain.embeddings.BedrockEmbeddings attribute) (langchain.embeddings.DeepInfraEmbeddings attribute) (langchain.embeddings.ModelScopeEmbeddings attribute) (langchain.embeddings.SelfHostedHuggingFaceEmbeddings attribute) (langchain.embeddings.SelfHostedHuggingFaceInstructEmbeddings attribute) (langchain.llms.Bedrock attribute) (langchain.llms.Clarifai attribute) (langchain.llms.HuggingFacePipeline attribute) (langchain.llms.OpenLLM attribute) (langchain.llms.SelfHostedHuggingFaceLLM attribute) (langchain.llms.Writer attribute) model_key (langchain.llms.Banana attribute) model_kwargs (langchain.chat_models.ChatOpenAI attribute) (langchain.embeddings.BedrockEmbeddings attribute) (langchain.embeddings.DeepInfraEmbeddings attribute) (langchain.embeddings.HuggingFaceEmbeddings attribute) (langchain.embeddings.HuggingFaceHubEmbeddings attribute) (langchain.embeddings.HuggingFaceInstructEmbeddings attribute) (langchain.embeddings.SagemakerEndpointEmbeddings attribute) (langchain.llms.AmazonAPIGateway attribute) (langchain.llms.Anyscale attribute) (langchain.llms.AzureMLOnlineEndpoint attribute) (langchain.llms.AzureOpenAI attribute) (langchain.llms.Banana attribute) (langchain.llms.Beam attribute) (langchain.llms.Bedrock attribute) (langchain.llms.CerebriumAI attribute) (langchain.llms.Databricks attribute) (langchain.llms.GooseAI attribute) (langchain.llms.HuggingFaceEndpoint attribute) (langchain.llms.HuggingFaceHub attribute)
https://api.python.langchain.com/en/latest/genindex.html
fe6c878f4061-106
(langchain.llms.HuggingFaceHub attribute) (langchain.llms.HuggingFacePipeline attribute) (langchain.llms.Modal attribute) (langchain.llms.MosaicML attribute) (langchain.llms.OctoAIEndpoint attribute) (langchain.llms.OpenAI attribute) (langchain.llms.OpenAIChat attribute) (langchain.llms.OpenLM attribute) (langchain.llms.Petals attribute) (langchain.llms.PromptLayerOpenAIChat attribute) (langchain.llms.SagemakerEndpoint attribute) (langchain.llms.SelfHostedHuggingFaceLLM attribute) (langchain.llms.StochasticAI attribute) model_load_fn (langchain.embeddings.SelfHostedHuggingFaceEmbeddings attribute) (langchain.llms.SelfHostedHuggingFaceLLM attribute) (langchain.llms.SelfHostedPipeline attribute) model_name (langchain.chains.OpenAIModerationChain attribute) (langchain.chat_models.ChatGooglePalm attribute) (langchain.chat_models.ChatOpenAI attribute) (langchain.chat_models.ChatVertexAI attribute) (langchain.embeddings.HuggingFaceEmbeddings attribute) (langchain.embeddings.HuggingFaceInstructEmbeddings attribute) (langchain.llms.AzureOpenAI attribute) (langchain.llms.GooglePalm attribute) (langchain.llms.GooseAI attribute) (langchain.llms.NLPCloud attribute) (langchain.llms.OpenAI attribute) (langchain.llms.OpenAIChat attribute) (langchain.llms.OpenLLM attribute) (langchain.llms.OpenLM attribute) (langchain.llms.Petals attribute) (langchain.llms.PromptLayerOpenAIChat attribute) (langchain.llms.VertexAI attribute) (langchain.tools.SteamshipImageGenerationTool attribute) model_path (langchain.llms.LlamaCpp attribute)
https://api.python.langchain.com/en/latest/genindex.html
fe6c878f4061-107
model_path (langchain.llms.LlamaCpp attribute) model_reqs (langchain.embeddings.SelfHostedHuggingFaceEmbeddings attribute) (langchain.embeddings.SelfHostedHuggingFaceInstructEmbeddings attribute) (langchain.llms.SelfHostedHuggingFaceLLM attribute) (langchain.llms.SelfHostedPipeline attribute) model_type (langchain.llms.CTransformers attribute) model_url (langchain.embeddings.TensorflowHubEmbeddings attribute) (langchain.llms.TextGen attribute) model_version_id (langchain.llms.Clarifai attribute) modelname_to_contextsize() (langchain.llms.AzureOpenAI static method) (langchain.llms.OpenAI static method) (langchain.llms.OpenLM static method) (langchain.llms.PromptLayerOpenAI static method) ModernTreasuryLoader (class in langchain.document_loaders) module langchain.agents langchain.agents.agent_toolkits langchain.callbacks langchain.chains langchain.chat_models langchain.document_loaders langchain.document_transformers langchain.embeddings langchain.llms langchain.memory langchain.output_parsers langchain.prompts langchain.prompts.example_selector langchain.retrievers langchain.retrievers.document_compressors langchain.schema langchain.text_splitter langchain.tools langchain.utilities langchain.vectorstores MomentoChatMessageHistory (class in langchain.memory) MongoDBAtlasVectorSearch (class in langchain.vectorstores) MongoDBChatMessageHistory (class in langchain.memory) moving_summary_buffer (langchain.memory.ConversationSummaryBufferMemory attribute) MultiQueryRetriever (class in langchain.retrievers) MWDumpLoader (class in langchain.document_loaders)
https://api.python.langchain.com/en/latest/genindex.html
fe6c878f4061-108
MWDumpLoader (class in langchain.document_loaders) MyScale (class in langchain.vectorstores) N n (langchain.chat_models.ChatGooglePalm attribute) (langchain.chat_models.ChatOpenAI attribute) (langchain.llms.AlephAlpha attribute) (langchain.llms.AzureOpenAI attribute) (langchain.llms.GooglePalm attribute) (langchain.llms.GooseAI attribute) (langchain.llms.OpenAI attribute) (langchain.llms.OpenLM attribute) (langchain.llms.Writer attribute) n_batch (langchain.embeddings.LlamaCppEmbeddings attribute) (langchain.llms.GPT4All attribute) (langchain.llms.LlamaCpp attribute) n_ctx (langchain.embeddings.LlamaCppEmbeddings attribute) (langchain.llms.GPT4All attribute) (langchain.llms.LlamaCpp attribute) n_gpu_layers (langchain.embeddings.LlamaCppEmbeddings attribute) (langchain.llms.LlamaCpp attribute) n_parts (langchain.embeddings.LlamaCppEmbeddings attribute) (langchain.llms.GPT4All attribute) (langchain.llms.LlamaCpp attribute) n_predict (langchain.llms.GPT4All attribute) n_threads (langchain.embeddings.LlamaCppEmbeddings attribute) (langchain.llms.GPT4All attribute) (langchain.llms.LlamaCpp attribute) name (langchain.agents.agent_toolkits.VectorStoreInfo attribute) (langchain.experimental.GenerativeAgent attribute) (langchain.output_parsers.ResponseSchema attribute) (langchain.text_splitter.HeaderType attribute) (langchain.tools.BaseTool attribute) (langchain.tools.ClickTool attribute) (langchain.tools.CopyFileTool attribute) (langchain.tools.CurrentWebPageTool attribute) (langchain.tools.DeleteFileTool attribute) (langchain.tools.ExtractHyperlinksTool attribute)
https://api.python.langchain.com/en/latest/genindex.html
fe6c878f4061-109
(langchain.tools.DeleteFileTool attribute) (langchain.tools.ExtractHyperlinksTool attribute) (langchain.tools.ExtractTextTool attribute) (langchain.tools.FileSearchTool attribute) (langchain.tools.GetElementsTool attribute) (langchain.tools.GmailCreateDraft attribute) (langchain.tools.GmailGetMessage attribute) (langchain.tools.GmailGetThread attribute) (langchain.tools.GmailSearch attribute) (langchain.tools.GmailSendMessage attribute) (langchain.tools.ListDirectoryTool attribute) (langchain.tools.MoveFileTool attribute) (langchain.tools.NavigateBackTool attribute) (langchain.tools.NavigateTool attribute) (langchain.tools.ReadFileTool attribute) (langchain.tools.ShellTool attribute) (langchain.tools.Tool attribute) (langchain.tools.WriteFileTool attribute) ngql_generation_chain (langchain.chains.NebulaGraphQAChain attribute) nla_tools (langchain.agents.agent_toolkits.NLAToolkit attribute) NLTKTextSplitter (class in langchain.text_splitter) no_repeat_ngram_size (langchain.llms.TextGen attribute) no_update_value (langchain.output_parsers.RegexDictParser attribute) normalize (langchain.embeddings.AlephAlphaAsymmetricSemanticEmbedding attribute) (langchain.embeddings.DeepInfraEmbeddings attribute) NotebookLoader (class in langchain.document_loaders) NotionDBLoader (class in langchain.document_loaders) NotionDirectoryLoader (class in langchain.document_loaders) num_beams (langchain.llms.NLPCloud attribute) (langchain.llms.TextGen attribute) num_pad_tokens (langchain.chains.FlareChain attribute) num_results (langchain.tools.BingSearchResults attribute) (langchain.tools.DuckDuckGoSearchResults attribute) (langchain.tools.GoogleSearchResults attribute)
https://api.python.langchain.com/en/latest/genindex.html
fe6c878f4061-110
(langchain.tools.GoogleSearchResults attribute) (langchain.tools.SearxSearchResults attribute) num_return_sequences (langchain.llms.NLPCloud attribute) numResults (langchain.llms.AI21 attribute) O object_ids (langchain.document_loaders.OneDriveLoader attribute) objective (langchain.chains.NatBotChain attribute) observation_prefix (langchain.agents.Agent property) (langchain.agents.ConversationalAgent property) (langchain.agents.ConversationalChatAgent property) (langchain.agents.StructuredChatAgent property) (langchain.agents.ZeroShotAgent property) ObsidianLoader (class in langchain.document_loaders) octoai_api_token (langchain.llms.OctoAIEndpoint attribute) on_agent_action() (langchain.callbacks.AimCallbackHandler method) (langchain.callbacks.ArgillaCallbackHandler method) (langchain.callbacks.ArizeCallbackHandler method) (langchain.callbacks.ClearMLCallbackHandler method) (langchain.callbacks.CometCallbackHandler method) (langchain.callbacks.FileCallbackHandler method) (langchain.callbacks.InfinoCallbackHandler method) (langchain.callbacks.MlflowCallbackHandler method) (langchain.callbacks.StdOutCallbackHandler method) (langchain.callbacks.StreamingStdOutCallbackHandler method) (langchain.callbacks.WandbCallbackHandler method) (langchain.callbacks.WhyLabsCallbackHandler method) on_agent_finish() (langchain.callbacks.AimCallbackHandler method) (langchain.callbacks.ArgillaCallbackHandler method) (langchain.callbacks.ArizeCallbackHandler method) (langchain.callbacks.ClearMLCallbackHandler method) (langchain.callbacks.CometCallbackHandler method) (langchain.callbacks.FileCallbackHandler method) (langchain.callbacks.InfinoCallbackHandler method) (langchain.callbacks.MlflowCallbackHandler method) (langchain.callbacks.StdOutCallbackHandler method) (langchain.callbacks.StreamingStdOutCallbackHandler method)
https://api.python.langchain.com/en/latest/genindex.html
fe6c878f4061-111
(langchain.callbacks.StreamingStdOutCallbackHandler method) (langchain.callbacks.WandbCallbackHandler method) (langchain.callbacks.WhyLabsCallbackHandler method) on_chain_end() (langchain.callbacks.AimCallbackHandler method) (langchain.callbacks.ArgillaCallbackHandler method) (langchain.callbacks.ArizeCallbackHandler method) (langchain.callbacks.ClearMLCallbackHandler method) (langchain.callbacks.CometCallbackHandler method) (langchain.callbacks.FileCallbackHandler method) (langchain.callbacks.InfinoCallbackHandler method) (langchain.callbacks.MlflowCallbackHandler method) (langchain.callbacks.StdOutCallbackHandler method) (langchain.callbacks.StreamingStdOutCallbackHandler method) (langchain.callbacks.WandbCallbackHandler method) (langchain.callbacks.WhyLabsCallbackHandler method) on_chain_error() (langchain.callbacks.AimCallbackHandler method) (langchain.callbacks.ArgillaCallbackHandler method) (langchain.callbacks.ArizeCallbackHandler method) (langchain.callbacks.ClearMLCallbackHandler method) (langchain.callbacks.CometCallbackHandler method) (langchain.callbacks.InfinoCallbackHandler method) (langchain.callbacks.MlflowCallbackHandler method) (langchain.callbacks.StdOutCallbackHandler method) (langchain.callbacks.StreamingStdOutCallbackHandler method) (langchain.callbacks.WandbCallbackHandler method) (langchain.callbacks.WhyLabsCallbackHandler method) on_chain_start() (langchain.callbacks.AimCallbackHandler method) (langchain.callbacks.ArgillaCallbackHandler method) (langchain.callbacks.ArizeCallbackHandler method) (langchain.callbacks.ClearMLCallbackHandler method) (langchain.callbacks.CometCallbackHandler method) (langchain.callbacks.FileCallbackHandler method) (langchain.callbacks.InfinoCallbackHandler method) (langchain.callbacks.MlflowCallbackHandler method) (langchain.callbacks.StdOutCallbackHandler method) (langchain.callbacks.StreamingStdOutCallbackHandler method)
https://api.python.langchain.com/en/latest/genindex.html
fe6c878f4061-112
(langchain.callbacks.StreamingStdOutCallbackHandler method) (langchain.callbacks.WandbCallbackHandler method) (langchain.callbacks.WhyLabsCallbackHandler method) on_llm_end() (langchain.callbacks.AimCallbackHandler method) (langchain.callbacks.ArgillaCallbackHandler method) (langchain.callbacks.ArizeCallbackHandler method) (langchain.callbacks.AsyncIteratorCallbackHandler method) (langchain.callbacks.ClearMLCallbackHandler method) (langchain.callbacks.CometCallbackHandler method) (langchain.callbacks.InfinoCallbackHandler method) (langchain.callbacks.MlflowCallbackHandler method) (langchain.callbacks.OpenAICallbackHandler method) (langchain.callbacks.StdOutCallbackHandler method) (langchain.callbacks.StreamingStdOutCallbackHandler method) (langchain.callbacks.WandbCallbackHandler method) (langchain.callbacks.WhyLabsCallbackHandler method) on_llm_error() (langchain.callbacks.AimCallbackHandler method) (langchain.callbacks.ArgillaCallbackHandler method) (langchain.callbacks.ArizeCallbackHandler method) (langchain.callbacks.AsyncIteratorCallbackHandler method) (langchain.callbacks.ClearMLCallbackHandler method) (langchain.callbacks.CometCallbackHandler method) (langchain.callbacks.InfinoCallbackHandler method) (langchain.callbacks.MlflowCallbackHandler method) (langchain.callbacks.StdOutCallbackHandler method) (langchain.callbacks.StreamingStdOutCallbackHandler method) (langchain.callbacks.WandbCallbackHandler method) (langchain.callbacks.WhyLabsCallbackHandler method) on_llm_new_token() (langchain.callbacks.AimCallbackHandler method) (langchain.callbacks.ArgillaCallbackHandler method) (langchain.callbacks.ArizeCallbackHandler method) (langchain.callbacks.AsyncIteratorCallbackHandler method) (langchain.callbacks.ClearMLCallbackHandler method) (langchain.callbacks.CometCallbackHandler method) (langchain.callbacks.FinalStreamingStdOutCallbackHandler method) (langchain.callbacks.InfinoCallbackHandler method)
https://api.python.langchain.com/en/latest/genindex.html
fe6c878f4061-113
(langchain.callbacks.InfinoCallbackHandler method) (langchain.callbacks.MlflowCallbackHandler method) (langchain.callbacks.OpenAICallbackHandler method) (langchain.callbacks.StdOutCallbackHandler method) (langchain.callbacks.StreamingStdOutCallbackHandler method) (langchain.callbacks.WandbCallbackHandler method) (langchain.callbacks.WhyLabsCallbackHandler method) on_llm_start() (langchain.callbacks.AimCallbackHandler method) (langchain.callbacks.ArgillaCallbackHandler method) (langchain.callbacks.ArizeCallbackHandler method) (langchain.callbacks.AsyncIteratorCallbackHandler method) (langchain.callbacks.ClearMLCallbackHandler method) (langchain.callbacks.CometCallbackHandler method) (langchain.callbacks.FinalStreamingStdOutCallbackHandler method) (langchain.callbacks.InfinoCallbackHandler method) (langchain.callbacks.MlflowCallbackHandler method) (langchain.callbacks.OpenAICallbackHandler method) (langchain.callbacks.StdOutCallbackHandler method) (langchain.callbacks.StreamingStdOutCallbackHandler method) (langchain.callbacks.WandbCallbackHandler method) (langchain.callbacks.WhyLabsCallbackHandler method) on_text() (langchain.callbacks.AimCallbackHandler method) (langchain.callbacks.ArgillaCallbackHandler method) (langchain.callbacks.ArizeCallbackHandler method) (langchain.callbacks.ClearMLCallbackHandler method) (langchain.callbacks.CometCallbackHandler method) (langchain.callbacks.FileCallbackHandler method) (langchain.callbacks.InfinoCallbackHandler method) (langchain.callbacks.MlflowCallbackHandler method) (langchain.callbacks.StdOutCallbackHandler method) (langchain.callbacks.StreamingStdOutCallbackHandler method) (langchain.callbacks.WandbCallbackHandler method) (langchain.callbacks.WhyLabsCallbackHandler method) on_tool_end() (langchain.callbacks.AimCallbackHandler method) (langchain.callbacks.ArgillaCallbackHandler method) (langchain.callbacks.ArizeCallbackHandler method)
https://api.python.langchain.com/en/latest/genindex.html
fe6c878f4061-114
(langchain.callbacks.ArgillaCallbackHandler method) (langchain.callbacks.ArizeCallbackHandler method) (langchain.callbacks.ClearMLCallbackHandler method) (langchain.callbacks.CometCallbackHandler method) (langchain.callbacks.FileCallbackHandler method) (langchain.callbacks.InfinoCallbackHandler method) (langchain.callbacks.MlflowCallbackHandler method) (langchain.callbacks.StdOutCallbackHandler method) (langchain.callbacks.StreamingStdOutCallbackHandler method) (langchain.callbacks.WandbCallbackHandler method) (langchain.callbacks.WhyLabsCallbackHandler method) on_tool_error() (langchain.callbacks.AimCallbackHandler method) (langchain.callbacks.ArgillaCallbackHandler method) (langchain.callbacks.ArizeCallbackHandler method) (langchain.callbacks.ClearMLCallbackHandler method) (langchain.callbacks.CometCallbackHandler method) (langchain.callbacks.InfinoCallbackHandler method) (langchain.callbacks.MlflowCallbackHandler method) (langchain.callbacks.StdOutCallbackHandler method) (langchain.callbacks.StreamingStdOutCallbackHandler method) (langchain.callbacks.WandbCallbackHandler method) (langchain.callbacks.WhyLabsCallbackHandler method) on_tool_start() (langchain.callbacks.AimCallbackHandler method) (langchain.callbacks.ArgillaCallbackHandler method) (langchain.callbacks.ArizeCallbackHandler method) (langchain.callbacks.ClearMLCallbackHandler method) (langchain.callbacks.CometCallbackHandler method) (langchain.callbacks.HumanApprovalCallbackHandler method) (langchain.callbacks.InfinoCallbackHandler method) (langchain.callbacks.MlflowCallbackHandler method) (langchain.callbacks.StdOutCallbackHandler method) (langchain.callbacks.StreamingStdOutCallbackHandler method) (langchain.callbacks.WandbCallbackHandler method) (langchain.callbacks.WhyLabsCallbackHandler method) OnlinePDFLoader (class in langchain.document_loaders) openai_api_base (langchain.chat_models.AzureChatOpenAI attribute)
https://api.python.langchain.com/en/latest/genindex.html
fe6c878f4061-115
openai_api_base (langchain.chat_models.AzureChatOpenAI attribute) (langchain.chat_models.ChatOpenAI attribute) openai_api_key (langchain.chains.OpenAIModerationChain attribute) (langchain.chat_models.AzureChatOpenAI attribute) (langchain.chat_models.ChatOpenAI attribute) openai_api_type (langchain.chat_models.AzureChatOpenAI attribute) openai_api_version (langchain.chat_models.AzureChatOpenAI attribute) OPENAI_FUNCTIONS (langchain.agents.AgentType attribute) OPENAI_MULTI_FUNCTIONS (langchain.agents.AgentType attribute) openai_organization (langchain.chains.OpenAIModerationChain attribute) (langchain.chat_models.AzureChatOpenAI attribute) (langchain.chat_models.ChatOpenAI attribute) openai_proxy (langchain.chat_models.AzureChatOpenAI attribute) (langchain.chat_models.ChatOpenAI attribute) OpenAICallbackHandler (class in langchain.callbacks) OpenCityDataLoader (class in langchain.document_loaders) OpenSearchVectorSearch (class in langchain.vectorstores) openweathermap_api_key (langchain.utilities.OpenWeatherMapAPIWrapper attribute) operation_id (langchain.tools.APIOperation attribute) operations (langchain.utilities.JiraAPIWrapper attribute) order_by() (langchain.vectorstores.Rockset.DistanceFunction method) other() (langchain.utilities.JiraAPIWrapper method) other_score_keys (langchain.retrievers.TimeWeightedVectorStoreRetriever attribute) OutlookMessageLoader (class in langchain.document_loaders) output (langchain.llms.PredictionGuard attribute) output_key (langchain.chains.ChatVectorDBChain attribute) (langchain.chains.ConversationalRetrievalChain attribute) (langchain.chains.QAGenerationChain attribute) (langchain.memory.ConversationStringBufferMemory attribute)
https://api.python.langchain.com/en/latest/genindex.html
fe6c878f4061-116
(langchain.memory.ConversationStringBufferMemory attribute) output_key_to_format (langchain.output_parsers.RegexDictParser attribute) output_keys (langchain.chains.ConstitutionalChain property) (langchain.chains.FlareChain property) (langchain.chains.HypotheticalDocumentEmbedder property) (langchain.chains.LLMRouterChain property) (langchain.chains.QAGenerationChain property) (langchain.chains.RouterChain property) (langchain.experimental.BabyAGI property) (langchain.output_parsers.RegexParser attribute) output_parser (langchain.agents.Agent attribute) (langchain.agents.ConversationalAgent attribute) (langchain.agents.ConversationalChatAgent attribute) (langchain.agents.LLMSingleActionAgent attribute) (langchain.agents.StructuredChatAgent attribute) (langchain.agents.ZeroShotAgent attribute) (langchain.chains.ConversationChain attribute) (langchain.chains.FlareChain attribute) (langchain.chains.LLMChain attribute) (langchain.prompts.BasePromptTemplate attribute) output_variables (langchain.chains.TransformChain attribute) OutputParserException owm (langchain.utilities.OpenWeatherMapAPIWrapper attribute) P p (langchain.llms.Cohere attribute) page_content_field (langchain.document_loaders.FaunaLoader attribute) page_content_key (langchain.retrievers.RemoteLangChainRetriever attribute) page_create() (langchain.utilities.JiraAPIWrapper method) PagedPDFSplitter (in module langchain.document_loaders) paginate_request() (langchain.document_loaders.ConfluenceLoader method) param_mapping (langchain.chains.OpenAPIEndpointChain attribute) params (langchain.tools.ZapierNLARunAction attribute) (langchain.utilities.SearxSearchWrapper attribute) (langchain.utilities.SerpAPIWrapper attribute)
https://api.python.langchain.com/en/latest/genindex.html
fe6c878f4061-117
(langchain.utilities.SerpAPIWrapper attribute) params_schema (langchain.tools.ZapierNLARunAction attribute) parse() (langchain.agents.AgentOutputParser method) (langchain.output_parsers.BooleanOutputParser method) (langchain.output_parsers.CombiningOutputParser method) (langchain.output_parsers.CommaSeparatedListOutputParser method) (langchain.output_parsers.DatetimeOutputParser method) (langchain.output_parsers.EnumOutputParser method) (langchain.output_parsers.GuardrailsOutputParser method) (langchain.output_parsers.ListOutputParser method) (langchain.output_parsers.OutputFixingParser method) (langchain.output_parsers.PydanticOutputParser method) (langchain.output_parsers.RegexDictParser method) (langchain.output_parsers.RegexParser method) (langchain.output_parsers.RetryOutputParser method) (langchain.output_parsers.RetryWithErrorOutputParser method) (langchain.output_parsers.StructuredOutputParser method) (langchain.schema.BaseOutputParser method) (langchain.schema.NoOpOutputParser method) parse_filename() (langchain.document_loaders.BlackboardLoader method) parse_issue() (langchain.document_loaders.GitHubIssuesLoader method) parse_issues() (langchain.utilities.JiraAPIWrapper method) parse_obj() (langchain.tools.OpenAPISpec class method) parse_projects() (langchain.utilities.JiraAPIWrapper method) parse_result() (langchain.schema.BaseLLMOutputParser method) (langchain.schema.BaseOutputParser method) (langchain.schema.NoOpOutputParser method) parse_sitemap() (langchain.document_loaders.SitemapLoader method) parse_with_prompt() (langchain.output_parsers.RetryOutputParser method) (langchain.output_parsers.RetryWithErrorOutputParser method) (langchain.schema.BaseOutputParser method)
https://api.python.langchain.com/en/latest/genindex.html
fe6c878f4061-118
(langchain.schema.BaseOutputParser method) (langchain.schema.NoOpOutputParser method) parser (langchain.output_parsers.OutputFixingParser attribute) (langchain.output_parsers.RetryOutputParser attribute) (langchain.output_parsers.RetryWithErrorOutputParser attribute) parsers (langchain.output_parsers.CombiningOutputParser attribute) partial() (langchain.prompts.BasePromptTemplate method) (langchain.prompts.ChatPromptTemplate method) partial_variables (langchain.prompts.BasePromptTemplate attribute) password (langchain.vectorstores.AlibabaCloudOpenSearchSettings attribute) (langchain.vectorstores.ClickhouseSettings attribute) (langchain.vectorstores.MyScaleSettings attribute) patch() (langchain.utilities.TextRequestsWrapper method) path (langchain.document_loaders.Blob attribute) (langchain.tools.APIOperation attribute) path_params (langchain.tools.APIOperation property) pause_to_reflect() (langchain.experimental.GenerativeAgentMemory method) PDFMinerLoader (class in langchain.document_loaders) PDFMinerPDFasHTMLLoader (class in langchain.document_loaders) PDFPlumberLoader (class in langchain.document_loaders) penalty_alpha (langchain.llms.TextGen attribute) penalty_alpha_frequency (langchain.llms.RWKV attribute) penalty_alpha_presence (langchain.llms.RWKV attribute) penalty_bias (langchain.llms.AlephAlpha attribute) penalty_exceptions (langchain.llms.AlephAlpha attribute) penalty_exceptions_include_stop_sequences (langchain.llms.AlephAlpha attribute) persist() (langchain.vectorstores.Chroma method) (langchain.vectorstores.SKLearnVectorStore method) PHP (langchain.text_splitter.Language attribute) Pinecone (class in langchain.vectorstores) pipeline_key (langchain.llms.PipelineAI attribute)
https://api.python.langchain.com/en/latest/genindex.html
fe6c878f4061-119
pipeline_key (langchain.llms.PipelineAI attribute) pipeline_kwargs (langchain.llms.HuggingFacePipeline attribute) (langchain.llms.PipelineAI attribute) pipeline_prompts (langchain.prompts.PipelinePromptTemplate attribute) pl_tags (langchain.chat_models.PromptLayerChatOpenAI attribute) plan() (langchain.agents.Agent method) (langchain.agents.BaseMultiActionAgent method) (langchain.agents.BaseSingleActionAgent method) (langchain.agents.LLMSingleActionAgent method) (langchain.agents.OpenAIFunctionsAgent method) playwright_strict (langchain.tools.ClickTool attribute) playwright_timeout (langchain.tools.ClickTool attribute) PlaywrightURLLoader (class in langchain.document_loaders) plugin (langchain.tools.AIPluginTool attribute) port (langchain.vectorstores.ClickhouseSettings attribute) (langchain.vectorstores.MyScaleSettings attribute) post() (langchain.utilities.TextRequestsWrapper method) PostgresChatMessageHistory (class in langchain.memory) powerbi (langchain.agents.agent_toolkits.PowerBIToolkit attribute) (langchain.tools.InfoPowerBITool attribute) (langchain.tools.ListPowerBITool attribute) (langchain.tools.QueryPowerBITool attribute) predict() (langchain.chains.ConversationChain method) (langchain.chains.LLMChain method) (langchain.llms.AI21 method) (langchain.llms.AlephAlpha method) (langchain.llms.AmazonAPIGateway method) (langchain.llms.Anthropic method) (langchain.llms.Anyscale method) (langchain.llms.Aviary method) (langchain.llms.AzureMLOnlineEndpoint method) (langchain.llms.AzureOpenAI method) (langchain.llms.Banana method) (langchain.llms.Baseten method)
https://api.python.langchain.com/en/latest/genindex.html
fe6c878f4061-120
(langchain.llms.Banana method) (langchain.llms.Baseten method) (langchain.llms.Beam method) (langchain.llms.Bedrock method) (langchain.llms.CerebriumAI method) (langchain.llms.Clarifai method) (langchain.llms.Cohere method) (langchain.llms.CTransformers method) (langchain.llms.Databricks method) (langchain.llms.DeepInfra method) (langchain.llms.FakeListLLM method) (langchain.llms.ForefrontAI method) (langchain.llms.GooglePalm method) (langchain.llms.GooseAI method) (langchain.llms.GPT4All method) (langchain.llms.HuggingFaceEndpoint method) (langchain.llms.HuggingFaceHub method) (langchain.llms.HuggingFacePipeline method) (langchain.llms.HuggingFaceTextGenInference method) (langchain.llms.HumanInputLLM method) (langchain.llms.LlamaCpp method) (langchain.llms.ManifestWrapper method) (langchain.llms.Modal method) (langchain.llms.MosaicML method) (langchain.llms.NLPCloud method) (langchain.llms.OctoAIEndpoint method) (langchain.llms.OpenAI method) (langchain.llms.OpenAIChat method) (langchain.llms.OpenLLM method) (langchain.llms.OpenLM method) (langchain.llms.Petals method) (langchain.llms.PipelineAI method) (langchain.llms.PredictionGuard method) (langchain.llms.PromptLayerOpenAI method) (langchain.llms.PromptLayerOpenAIChat method) (langchain.llms.Replicate method) (langchain.llms.RWKV method) (langchain.llms.SagemakerEndpoint method)
https://api.python.langchain.com/en/latest/genindex.html
fe6c878f4061-121
(langchain.llms.SagemakerEndpoint method) (langchain.llms.SelfHostedHuggingFaceLLM method) (langchain.llms.SelfHostedPipeline method) (langchain.llms.StochasticAI method) (langchain.llms.TextGen method) (langchain.llms.VertexAI method) (langchain.llms.Writer method) predict_and_parse() (langchain.chains.ConversationChain method) (langchain.chains.LLMChain method) predict_messages() (langchain.llms.AI21 method) (langchain.llms.AlephAlpha method) (langchain.llms.AmazonAPIGateway method) (langchain.llms.Anthropic method) (langchain.llms.Anyscale method) (langchain.llms.Aviary method) (langchain.llms.AzureMLOnlineEndpoint method) (langchain.llms.AzureOpenAI method) (langchain.llms.Banana method) (langchain.llms.Baseten method) (langchain.llms.Beam method) (langchain.llms.Bedrock method) (langchain.llms.CerebriumAI method) (langchain.llms.Clarifai method) (langchain.llms.Cohere method) (langchain.llms.CTransformers method) (langchain.llms.Databricks method) (langchain.llms.DeepInfra method) (langchain.llms.FakeListLLM method) (langchain.llms.ForefrontAI method) (langchain.llms.GooglePalm method) (langchain.llms.GooseAI method) (langchain.llms.GPT4All method) (langchain.llms.HuggingFaceEndpoint method) (langchain.llms.HuggingFaceHub method) (langchain.llms.HuggingFacePipeline method) (langchain.llms.HuggingFaceTextGenInference method)
https://api.python.langchain.com/en/latest/genindex.html
fe6c878f4061-122
(langchain.llms.HuggingFaceTextGenInference method) (langchain.llms.HumanInputLLM method) (langchain.llms.LlamaCpp method) (langchain.llms.ManifestWrapper method) (langchain.llms.Modal method) (langchain.llms.MosaicML method) (langchain.llms.NLPCloud method) (langchain.llms.OctoAIEndpoint method) (langchain.llms.OpenAI method) (langchain.llms.OpenAIChat method) (langchain.llms.OpenLLM method) (langchain.llms.OpenLM method) (langchain.llms.Petals method) (langchain.llms.PipelineAI method) (langchain.llms.PredictionGuard method) (langchain.llms.PromptLayerOpenAI method) (langchain.llms.PromptLayerOpenAIChat method) (langchain.llms.Replicate method) (langchain.llms.RWKV method) (langchain.llms.SagemakerEndpoint method) (langchain.llms.SelfHostedHuggingFaceLLM method) (langchain.llms.SelfHostedPipeline method) (langchain.llms.StochasticAI method) (langchain.llms.TextGen method) (langchain.llms.VertexAI method) (langchain.llms.Writer method) prefix (langchain.prompts.FewShotPromptTemplate attribute) (langchain.prompts.FewShotPromptWithTemplates attribute) prefix_messages (langchain.llms.OpenAIChat attribute) (langchain.llms.PromptLayerOpenAIChat attribute) prep_inputs() (langchain.chains.AnalyzeDocumentChain method) (langchain.chains.APIChain method) (langchain.chains.ChatVectorDBChain method) (langchain.chains.ConstitutionalChain method) (langchain.chains.ConversationalRetrievalChain method) (langchain.chains.ConversationChain method)
https://api.python.langchain.com/en/latest/genindex.html
fe6c878f4061-123
(langchain.chains.ConversationChain method) (langchain.chains.FlareChain method) (langchain.chains.GraphCypherQAChain method) (langchain.chains.GraphQAChain method) (langchain.chains.HypotheticalDocumentEmbedder method) (langchain.chains.KuzuQAChain method) (langchain.chains.LLMBashChain method) (langchain.chains.LLMChain method) (langchain.chains.LLMCheckerChain method) (langchain.chains.LLMMathChain method) (langchain.chains.LLMRequestsChain method) (langchain.chains.LLMRouterChain method) (langchain.chains.LLMSummarizationCheckerChain method) (langchain.chains.MapReduceChain method) (langchain.chains.MapReduceDocumentsChain method) (langchain.chains.MapRerankDocumentsChain method) (langchain.chains.MultiPromptChain method) (langchain.chains.MultiRetrievalQAChain method) (langchain.chains.MultiRouteChain method) (langchain.chains.NatBotChain method) (langchain.chains.NebulaGraphQAChain method) (langchain.chains.OpenAIModerationChain method) (langchain.chains.OpenAPIEndpointChain method) (langchain.chains.PALChain method) (langchain.chains.QAGenerationChain method) (langchain.chains.QAWithSourcesChain method) (langchain.chains.RefineDocumentsChain method) (langchain.chains.RetrievalQA method) (langchain.chains.RetrievalQAWithSourcesChain method) (langchain.chains.RouterChain method) (langchain.chains.SequentialChain method) (langchain.chains.SimpleSequentialChain method) (langchain.chains.SQLDatabaseChain method) (langchain.chains.SQLDatabaseSequentialChain method) (langchain.chains.StuffDocumentsChain method)
https://api.python.langchain.com/en/latest/genindex.html
fe6c878f4061-124
(langchain.chains.StuffDocumentsChain method) (langchain.chains.TransformChain method) (langchain.chains.VectorDBQA method) (langchain.chains.VectorDBQAWithSourcesChain method) prep_outputs() (langchain.chains.AnalyzeDocumentChain method) (langchain.chains.APIChain method) (langchain.chains.ChatVectorDBChain method) (langchain.chains.ConstitutionalChain method) (langchain.chains.ConversationalRetrievalChain method) (langchain.chains.ConversationChain method) (langchain.chains.FlareChain method) (langchain.chains.GraphCypherQAChain method) (langchain.chains.GraphQAChain method) (langchain.chains.HypotheticalDocumentEmbedder method) (langchain.chains.KuzuQAChain method) (langchain.chains.LLMBashChain method) (langchain.chains.LLMChain method) (langchain.chains.LLMCheckerChain method) (langchain.chains.LLMMathChain method) (langchain.chains.LLMRequestsChain method) (langchain.chains.LLMRouterChain method) (langchain.chains.LLMSummarizationCheckerChain method) (langchain.chains.MapReduceChain method) (langchain.chains.MapReduceDocumentsChain method) (langchain.chains.MapRerankDocumentsChain method) (langchain.chains.MultiPromptChain method) (langchain.chains.MultiRetrievalQAChain method) (langchain.chains.MultiRouteChain method) (langchain.chains.NatBotChain method) (langchain.chains.NebulaGraphQAChain method) (langchain.chains.OpenAIModerationChain method) (langchain.chains.OpenAPIEndpointChain method) (langchain.chains.PALChain method) (langchain.chains.QAGenerationChain method) (langchain.chains.QAWithSourcesChain method)
https://api.python.langchain.com/en/latest/genindex.html
fe6c878f4061-125
(langchain.chains.QAWithSourcesChain method) (langchain.chains.RefineDocumentsChain method) (langchain.chains.RetrievalQA method) (langchain.chains.RetrievalQAWithSourcesChain method) (langchain.chains.RouterChain method) (langchain.chains.SequentialChain method) (langchain.chains.SimpleSequentialChain method) (langchain.chains.SQLDatabaseChain method) (langchain.chains.SQLDatabaseSequentialChain method) (langchain.chains.StuffDocumentsChain method) (langchain.chains.TransformChain method) (langchain.chains.VectorDBQA method) (langchain.chains.VectorDBQAWithSourcesChain method) prep_prompts() (langchain.chains.ConversationChain method) (langchain.chains.LLMChain method) prep_streaming_params() (langchain.llms.AzureOpenAI method) (langchain.llms.OpenAI method) (langchain.llms.OpenLM method) (langchain.llms.PromptLayerOpenAI method) prepare_cosmos() (langchain.memory.CosmosDBChatMessageHistory method) presence_penalty (langchain.llms.AlephAlpha attribute) (langchain.llms.AzureOpenAI attribute) (langchain.llms.Cohere attribute) (langchain.llms.GooseAI attribute) (langchain.llms.OpenAI attribute) (langchain.llms.OpenLM attribute) (langchain.llms.Writer attribute) presencePenalty (langchain.llms.AI21 attribute) preview() (langchain.utilities.ZapierNLAWrapper method) preview_as_str() (langchain.utilities.ZapierNLAWrapper method) prioritize_tasks() (langchain.experimental.BabyAGI method) process (langchain.tools.ShellTool attribute) process_attachment() (langchain.document_loaders.ConfluenceLoader method) process_doc() (langchain.document_loaders.ConfluenceLoader method)
https://api.python.langchain.com/en/latest/genindex.html
fe6c878f4061-126
process_doc() (langchain.document_loaders.ConfluenceLoader method) process_image() (langchain.document_loaders.ConfluenceLoader method) process_index_results() (langchain.vectorstores.Annoy method) process_output() (langchain.utilities.BashProcess method) process_page() (langchain.document_loaders.ConfluenceLoader method) process_pages() (langchain.document_loaders.ConfluenceLoader method) process_pdf() (langchain.document_loaders.ConfluenceLoader method) process_svg() (langchain.document_loaders.ConfluenceLoader method) process_xls() (langchain.document_loaders.ConfluenceLoader method) project (langchain.llms.VertexAI attribute) project() (langchain.utilities.JiraAPIWrapper method) Prompt (in module langchain.prompts) prompt (langchain.agents.OpenAIFunctionsAgent attribute) (langchain.chains.ConversationChain attribute) (langchain.chains.LLMBashChain attribute) (langchain.chains.LLMChain attribute) (langchain.chains.LLMMathChain attribute) (langchain.chains.PALChain attribute) (langchain.chains.SQLDatabaseChain attribute) prompt_func (langchain.tools.HumanInputRun attribute) prompt_length() (langchain.chains.MapReduceDocumentsChain method) (langchain.chains.MapRerankDocumentsChain method) (langchain.chains.RefineDocumentsChain method) (langchain.chains.StuffDocumentsChain method) prompt_tokens (langchain.callbacks.OpenAICallbackHandler attribute) properties (langchain.tools.APIOperation attribute) PROTO (langchain.text_splitter.Language attribute) prune() (langchain.memory.ConversationSummaryBufferMemory method) PsychicLoader (class in langchain.document_loaders) put() (langchain.utilities.TextRequestsWrapper method)
https://api.python.langchain.com/en/latest/genindex.html
fe6c878f4061-127
put() (langchain.utilities.TextRequestsWrapper method) pydantic_object (langchain.output_parsers.PydanticOutputParser attribute) PyMuPDFLoader (class in langchain.document_loaders) PyPDFDirectoryLoader (class in langchain.document_loaders) PyPDFium2Loader (class in langchain.document_loaders) PyPDFLoader (class in langchain.document_loaders) PySparkDataFrameLoader (class in langchain.document_loaders) PYTHON (langchain.text_splitter.Language attribute) python_globals (langchain.chains.PALChain attribute) python_locals (langchain.chains.PALChain attribute) python_repl (langchain.tools.PythonREPLTool attribute) PythonCodeTextSplitter (class in langchain.text_splitter) PythonLoader (class in langchain.document_loaders) Q qa_chain (langchain.chains.GraphCypherQAChain attribute) (langchain.chains.GraphQAChain attribute) (langchain.chains.KuzuQAChain attribute) (langchain.chains.NebulaGraphQAChain attribute) Qdrant (class in langchain.vectorstores) query (langchain.document_loaders.FaunaLoader attribute) query() (langchain.utilities.MaxComputeAPIWrapper method) query_checker_prompt (langchain.chains.SQLDatabaseChain attribute) query_configs (langchain.retrievers.LlamaIndexGraphRetriever attribute) query_instruction (langchain.embeddings.DeepInfraEmbeddings attribute) (langchain.embeddings.HuggingFaceInstructEmbeddings attribute) (langchain.embeddings.MosaicMLInstructorEmbeddings attribute) (langchain.embeddings.SelfHostedHuggingFaceInstructEmbeddings attribute) query_kwargs (langchain.retrievers.LlamaIndexRetriever attribute) query_name (langchain.vectorstores.SupabaseVectorStore attribute)
https://api.python.langchain.com/en/latest/genindex.html
fe6c878f4061-128
query_name (langchain.vectorstores.SupabaseVectorStore attribute) query_params (langchain.document_loaders.GitHubIssuesLoader property) (langchain.tools.APIOperation property) query_suffix (langchain.utilities.SearxSearchWrapper attribute) question_generator (langchain.chains.ChatVectorDBChain attribute) (langchain.chains.ConversationalRetrievalChain attribute) question_generator_chain (langchain.chains.FlareChain attribute) question_to_checked_assertions_chain (langchain.chains.LLMCheckerChain attribute) queue (langchain.callbacks.AsyncIteratorCallbackHandler attribute) R raise_error (langchain.callbacks.HumanApprovalCallbackHandler attribute) raise_for_status (langchain.document_loaders.WebBaseLoader attribute) rank_key (langchain.chains.MapRerankDocumentsChain attribute) raw_completion (langchain.llms.AlephAlpha attribute) REACT_DOCSTORE (langchain.agents.AgentType attribute) ReadTheDocsLoader (class in langchain.document_loaders) recall_ttl (langchain.memory.RedisEntityStore attribute) recursive (langchain.document_loaders.GoogleDriveLoader attribute) RecursiveCharacterTextSplitter (class in langchain.text_splitter) RecursiveUrlLoader (class in langchain.document_loaders) RedditPostsLoader (class in langchain.document_loaders) Redis (class in langchain.vectorstores) redis_client (langchain.memory.RedisEntityStore attribute) RedisChatMessageHistory (class in langchain.memory) reduce_k_below_max_tokens (langchain.chains.RetrievalQAWithSourcesChain attribute) (langchain.chains.VectorDBQAWithSourcesChain attribute) refine_llm_chain (langchain.chains.RefineDocumentsChain attribute) reflection_threshold (langchain.experimental.GenerativeAgentMemory attribute) regex (langchain.output_parsers.RegexParser attribute)
https://api.python.langchain.com/en/latest/genindex.html
fe6c878f4061-129
regex (langchain.output_parsers.RegexParser attribute) regex_pattern (langchain.output_parsers.RegexDictParser attribute) region (langchain.utilities.DuckDuckGoSearchAPIWrapper attribute) region_name (langchain.embeddings.BedrockEmbeddings attribute) (langchain.embeddings.SagemakerEndpointEmbeddings attribute) (langchain.llms.Bedrock attribute) (langchain.llms.SagemakerEndpoint attribute) relevancy_threshold (langchain.retrievers.KNNRetriever attribute) (langchain.retrievers.SVMRetriever attribute) remove_end_sequence (langchain.llms.NLPCloud attribute) remove_input (langchain.llms.NLPCloud attribute) repeat_last_n (langchain.llms.GPT4All attribute) repeat_penalty (langchain.llms.GPT4All attribute) (langchain.llms.LlamaCpp attribute) repetition_penalties_include_completion (langchain.llms.AlephAlpha attribute) repetition_penalties_include_prompt (langchain.llms.AlephAlpha attribute) repetition_penalty (langchain.llms.ForefrontAI attribute) (langchain.llms.NLPCloud attribute) (langchain.llms.TextGen attribute) (langchain.llms.Writer attribute) repo_id (langchain.embeddings.HuggingFaceHubEmbeddings attribute) (langchain.llms.HuggingFaceHub attribute) request_body (langchain.tools.APIOperation attribute) request_parallelism (langchain.llms.VertexAI attribute) request_timeout (langchain.chat_models.ChatOpenAI attribute) (langchain.embeddings.OpenAIEmbeddings attribute) (langchain.llms.AzureOpenAI attribute) (langchain.llms.OpenAI attribute) (langchain.llms.OpenLM attribute) request_url (langchain.utilities.PowerBIDataset property) requests (langchain.chains.OpenAPIEndpointChain attribute)
https://api.python.langchain.com/en/latest/genindex.html
fe6c878f4061-130
requests (langchain.chains.OpenAPIEndpointChain attribute) (langchain.utilities.TextRequestsWrapper property) requests_kwargs (langchain.document_loaders.WebBaseLoader attribute) requests_per_second (langchain.document_loaders.WebBaseLoader attribute) requests_wrapper (langchain.agents.agent_toolkits.OpenAPIToolkit attribute) (langchain.chains.APIChain attribute) (langchain.chains.LLMRequestsChain attribute) (langchain.tools.BaseRequestsTool attribute) response_chain (langchain.chains.FlareChain attribute) response_key (langchain.retrievers.RemoteLangChainRetriever attribute) response_schemas (langchain.output_parsers.StructuredOutputParser attribute) responses (langchain.chat_models.FakeListChatModel attribute) results() (langchain.utilities.BingSearchAPIWrapper method) (langchain.utilities.DuckDuckGoSearchAPIWrapper method) (langchain.utilities.GoogleSearchAPIWrapper method) (langchain.utilities.GoogleSerperAPIWrapper method) (langchain.utilities.MetaphorSearchAPIWrapper method) (langchain.utilities.SearxSearchWrapper method) (langchain.utilities.SerpAPIWrapper method) results_async() (langchain.utilities.MetaphorSearchAPIWrapper method) retrieve_article() (langchain.utilities.PubMedAPIWrapper method) retrieve_documents() (langchain.retrievers.MultiQueryRetriever method) retriever (langchain.chains.ConversationalRetrievalChain attribute) (langchain.chains.FlareChain attribute) (langchain.chains.RetrievalQA attribute) (langchain.chains.RetrievalQAWithSourcesChain attribute) (langchain.memory.VectorStoreRetrieverMemory attribute) retry_chain (langchain.output_parsers.OutputFixingParser attribute) (langchain.output_parsers.RetryOutputParser attribute) (langchain.output_parsers.RetryWithErrorOutputParser attribute)
https://api.python.langchain.com/en/latest/genindex.html
fe6c878f4061-131
(langchain.output_parsers.RetryWithErrorOutputParser attribute) retry_sleep (langchain.embeddings.MosaicMLInstructorEmbeddings attribute) (langchain.llms.MosaicML attribute) return_all (langchain.chains.SequentialChain attribute) return_direct (langchain.chains.GraphCypherQAChain attribute) (langchain.chains.SQLDatabaseChain attribute) (langchain.tools.BaseTool attribute) (langchain.tools.Tool attribute) return_docs (langchain.memory.VectorStoreRetrieverMemory attribute) return_final_only (langchain.chains.ConversationChain attribute) (langchain.chains.LLMChain attribute) return_generated_question (langchain.chains.ChatVectorDBChain attribute) (langchain.chains.ConversationalRetrievalChain attribute) return_intermediate_steps (langchain.agents.AgentExecutor attribute) (langchain.chains.ConstitutionalChain attribute) (langchain.chains.GraphCypherQAChain attribute) (langchain.chains.MapReduceDocumentsChain attribute) (langchain.chains.MapRerankDocumentsChain attribute) (langchain.chains.OpenAPIEndpointChain attribute) (langchain.chains.PALChain attribute) (langchain.chains.RefineDocumentsChain attribute) (langchain.chains.SQLDatabaseChain attribute) (langchain.chains.SQLDatabaseSequentialChain attribute) return_pl_id (langchain.chat_models.PromptLayerChatOpenAI attribute) return_source_documents (langchain.chains.ChatVectorDBChain attribute) (langchain.chains.ConversationalRetrievalChain attribute) (langchain.chains.QAWithSourcesChain attribute) (langchain.chains.RetrievalQA attribute) (langchain.chains.RetrievalQAWithSourcesChain attribute) (langchain.chains.VectorDBQA attribute) (langchain.chains.VectorDBQAWithSourcesChain attribute) return_stopped_response() (langchain.agents.Agent method)
https://api.python.langchain.com/en/latest/genindex.html
fe6c878f4061-132
return_stopped_response() (langchain.agents.Agent method) (langchain.agents.BaseMultiActionAgent method) (langchain.agents.BaseSingleActionAgent method) return_urls (langchain.tools.SteamshipImageGenerationTool attribute) return_values (langchain.agents.Agent property) (langchain.agents.BaseMultiActionAgent property) (langchain.agents.BaseSingleActionAgent property) (langchain.schema.AgentFinish attribute) revised_answer_prompt (langchain.chains.LLMCheckerChain attribute) revised_summary_prompt (langchain.chains.LLMSummarizationCheckerChain attribute) revision_chain (langchain.chains.ConstitutionalChain attribute) RoamLoader (class in langchain.document_loaders) Rockset (class in langchain.vectorstores) Rockset.DistanceFunction (class in langchain.vectorstores) role (langchain.prompts.ChatMessagePromptTemplate attribute) root_dir (langchain.agents.agent_toolkits.FileManagementToolkit attribute) route() (langchain.chains.LLMRouterChain method) (langchain.chains.RouterChain method) router_chain (langchain.chains.MultiPromptChain attribute) (langchain.chains.MultiRetrievalQAChain attribute) (langchain.chains.MultiRouteChain attribute) RST (langchain.text_splitter.Language attribute) RUBY (langchain.text_splitter.Language attribute) run (langchain.schema.LLMResult attribute) run() (langchain.chains.AnalyzeDocumentChain method) (langchain.chains.APIChain method) (langchain.chains.ChatVectorDBChain method) (langchain.chains.ConstitutionalChain method) (langchain.chains.ConversationalRetrievalChain method) (langchain.chains.ConversationChain method) (langchain.chains.FlareChain method) (langchain.chains.GraphCypherQAChain method)
https://api.python.langchain.com/en/latest/genindex.html
fe6c878f4061-133
(langchain.chains.GraphCypherQAChain method) (langchain.chains.GraphQAChain method) (langchain.chains.HypotheticalDocumentEmbedder method) (langchain.chains.KuzuQAChain method) (langchain.chains.LLMBashChain method) (langchain.chains.LLMChain method) (langchain.chains.LLMCheckerChain method) (langchain.chains.LLMMathChain method) (langchain.chains.LLMRequestsChain method) (langchain.chains.LLMRouterChain method) (langchain.chains.LLMSummarizationCheckerChain method) (langchain.chains.MapReduceChain method) (langchain.chains.MapReduceDocumentsChain method) (langchain.chains.MapRerankDocumentsChain method) (langchain.chains.MultiPromptChain method) (langchain.chains.MultiRetrievalQAChain method) (langchain.chains.MultiRouteChain method) (langchain.chains.NatBotChain method) (langchain.chains.NebulaGraphQAChain method) (langchain.chains.OpenAIModerationChain method) (langchain.chains.OpenAPIEndpointChain method) (langchain.chains.PALChain method) (langchain.chains.QAGenerationChain method) (langchain.chains.QAWithSourcesChain method) (langchain.chains.RefineDocumentsChain method) (langchain.chains.RetrievalQA method) (langchain.chains.RetrievalQAWithSourcesChain method) (langchain.chains.RouterChain method) (langchain.chains.SequentialChain method) (langchain.chains.SimpleSequentialChain method) (langchain.chains.SQLDatabaseChain method) (langchain.chains.SQLDatabaseSequentialChain method) (langchain.chains.StuffDocumentsChain method) (langchain.chains.TransformChain method) (langchain.chains.VectorDBQA method)
https://api.python.langchain.com/en/latest/genindex.html
fe6c878f4061-134
(langchain.chains.TransformChain method) (langchain.chains.VectorDBQA method) (langchain.chains.VectorDBQAWithSourcesChain method) (langchain.tools.BaseTool method) (langchain.utilities.ArxivAPIWrapper method) (langchain.utilities.BashProcess method) (langchain.utilities.BingSearchAPIWrapper method) (langchain.utilities.BraveSearchWrapper method) (langchain.utilities.DuckDuckGoSearchAPIWrapper method) (langchain.utilities.GooglePlacesAPIWrapper method) (langchain.utilities.GoogleSearchAPIWrapper method) (langchain.utilities.GoogleSerperAPIWrapper method) (langchain.utilities.GraphQLAPIWrapper method) (langchain.utilities.JiraAPIWrapper method) (langchain.utilities.LambdaWrapper method) (langchain.utilities.OpenWeatherMapAPIWrapper method) (langchain.utilities.PowerBIDataset method) (langchain.utilities.PubMedAPIWrapper method) (langchain.utilities.PythonREPL method) (langchain.utilities.SceneXplainAPIWrapper method) (langchain.utilities.SearxSearchWrapper method) (langchain.utilities.SerpAPIWrapper method) (langchain.utilities.SparkSQL method) (langchain.utilities.TwilioAPIWrapper method) (langchain.utilities.WikipediaAPIWrapper method) (langchain.utilities.WolframAlphaAPIWrapper method) (langchain.utilities.ZapierNLAWrapper method) run_as_str() (langchain.utilities.ZapierNLAWrapper method) run_creation() (langchain.llms.Beam method) run_no_throw() (langchain.utilities.SparkSQL method) runner (langchain.llms.OpenLLM property) RUST (langchain.text_splitter.Language attribute) rwkv_verbose (langchain.llms.RWKV attribute) S S3DirectoryLoader (class in langchain.document_loaders) S3FileLoader (class in langchain.document_loaders)
https://api.python.langchain.com/en/latest/genindex.html
fe6c878f4061-135
S3FileLoader (class in langchain.document_loaders) safesearch (langchain.utilities.DuckDuckGoSearchAPIWrapper attribute) sample_rows_in_table_info (langchain.utilities.PowerBIDataset attribute) sanitize_input (langchain.tools.PythonAstREPLTool attribute) (langchain.tools.PythonREPLTool attribute) save() (langchain.agents.AgentExecutor method) (langchain.agents.BaseMultiActionAgent method) (langchain.agents.BaseSingleActionAgent method) (langchain.chains.AnalyzeDocumentChain method) (langchain.chains.APIChain method) (langchain.chains.ChatVectorDBChain method) (langchain.chains.ConstitutionalChain method) (langchain.chains.ConversationalRetrievalChain method) (langchain.chains.ConversationChain method) (langchain.chains.FlareChain method) (langchain.chains.GraphCypherQAChain method) (langchain.chains.GraphQAChain method) (langchain.chains.HypotheticalDocumentEmbedder method) (langchain.chains.KuzuQAChain method) (langchain.chains.LLMBashChain method) (langchain.chains.LLMChain method) (langchain.chains.LLMCheckerChain method) (langchain.chains.LLMMathChain method) (langchain.chains.LLMRequestsChain method) (langchain.chains.LLMRouterChain method) (langchain.chains.LLMSummarizationCheckerChain method) (langchain.chains.MapReduceChain method) (langchain.chains.MapReduceDocumentsChain method) (langchain.chains.MapRerankDocumentsChain method) (langchain.chains.MultiPromptChain method) (langchain.chains.MultiRetrievalQAChain method) (langchain.chains.MultiRouteChain method) (langchain.chains.NatBotChain method)
https://api.python.langchain.com/en/latest/genindex.html
fe6c878f4061-136
(langchain.chains.NatBotChain method) (langchain.chains.NebulaGraphQAChain method) (langchain.chains.OpenAIModerationChain method) (langchain.chains.OpenAPIEndpointChain method) (langchain.chains.PALChain method) (langchain.chains.QAGenerationChain method) (langchain.chains.QAWithSourcesChain method) (langchain.chains.RefineDocumentsChain method) (langchain.chains.RetrievalQA method) (langchain.chains.RetrievalQAWithSourcesChain method) (langchain.chains.RouterChain method) (langchain.chains.SequentialChain method) (langchain.chains.SimpleSequentialChain method) (langchain.chains.SQLDatabaseChain method) (langchain.chains.SQLDatabaseSequentialChain method) (langchain.chains.StuffDocumentsChain method) (langchain.chains.TransformChain method) (langchain.chains.VectorDBQA method) (langchain.chains.VectorDBQAWithSourcesChain method) (langchain.llms.AI21 method) (langchain.llms.AlephAlpha method) (langchain.llms.AmazonAPIGateway method) (langchain.llms.Anthropic method) (langchain.llms.Anyscale method) (langchain.llms.Aviary method) (langchain.llms.AzureMLOnlineEndpoint method) (langchain.llms.AzureOpenAI method) (langchain.llms.Banana method) (langchain.llms.Baseten method) (langchain.llms.Beam method) (langchain.llms.Bedrock method) (langchain.llms.CerebriumAI method) (langchain.llms.Clarifai method) (langchain.llms.Cohere method) (langchain.llms.CTransformers method) (langchain.llms.Databricks method) (langchain.llms.DeepInfra method)
https://api.python.langchain.com/en/latest/genindex.html
fe6c878f4061-137
(langchain.llms.Databricks method) (langchain.llms.DeepInfra method) (langchain.llms.FakeListLLM method) (langchain.llms.ForefrontAI method) (langchain.llms.GooglePalm method) (langchain.llms.GooseAI method) (langchain.llms.GPT4All method) (langchain.llms.HuggingFaceEndpoint method) (langchain.llms.HuggingFaceHub method) (langchain.llms.HuggingFacePipeline method) (langchain.llms.HuggingFaceTextGenInference method) (langchain.llms.HumanInputLLM method) (langchain.llms.LlamaCpp method) (langchain.llms.ManifestWrapper method) (langchain.llms.Modal method) (langchain.llms.MosaicML method) (langchain.llms.NLPCloud method) (langchain.llms.OctoAIEndpoint method) (langchain.llms.OpenAI method) (langchain.llms.OpenAIChat method) (langchain.llms.OpenLLM method) (langchain.llms.OpenLM method) (langchain.llms.Petals method) (langchain.llms.PipelineAI method) (langchain.llms.PredictionGuard method) (langchain.llms.PromptLayerOpenAI method) (langchain.llms.PromptLayerOpenAIChat method) (langchain.llms.Replicate method) (langchain.llms.RWKV method) (langchain.llms.SagemakerEndpoint method) (langchain.llms.SelfHostedHuggingFaceLLM method) (langchain.llms.SelfHostedPipeline method) (langchain.llms.StochasticAI method) (langchain.llms.TextGen method) (langchain.llms.VertexAI method) (langchain.llms.Writer method) (langchain.prompts.BasePromptTemplate method)
https://api.python.langchain.com/en/latest/genindex.html
fe6c878f4061-138
(langchain.llms.Writer method) (langchain.prompts.BasePromptTemplate method) (langchain.prompts.ChatPromptTemplate method) save_agent() (langchain.agents.AgentExecutor method) save_context() (langchain.experimental.GenerativeAgentMemory method) (langchain.memory.CombinedMemory method) (langchain.memory.ConversationEntityMemory method) (langchain.memory.ConversationKGMemory method) (langchain.memory.ConversationStringBufferMemory method) (langchain.memory.ConversationSummaryBufferMemory method) (langchain.memory.ConversationSummaryMemory method) (langchain.memory.ConversationTokenBufferMemory method) (langchain.memory.MotorheadMemory method) (langchain.memory.ReadOnlySharedMemory method) (langchain.memory.SimpleMemory method) (langchain.memory.VectorStoreRetrieverMemory method) (langchain.schema.BaseMemory method) save_local() (langchain.vectorstores.Annoy method) (langchain.vectorstores.FAISS method) SCALA (langchain.text_splitter.Language attribute) scenex_api_key (langchain.utilities.SceneXplainAPIWrapper attribute) scenex_api_url (langchain.utilities.SceneXplainAPIWrapper attribute) schemas (langchain.utilities.PowerBIDataset attribute) scrape() (langchain.document_loaders.WebBaseLoader method) scrape_all() (langchain.document_loaders.WebBaseLoader method) scrape_page() (langchain.tools.ExtractHyperlinksTool static method) search() (langchain.memory.ZepChatMessageHistory method) (langchain.utilities.JiraAPIWrapper method) (langchain.vectorstores.VectorStore method) search_field (langchain.retrievers.DocArrayRetriever attribute), [1] search_index (langchain.vectorstores.Tigris property) search_kwargs (langchain.chains.ChatVectorDBChain attribute) (langchain.chains.VectorDBQA attribute)
https://api.python.langchain.com/en/latest/genindex.html
fe6c878f4061-139
(langchain.chains.VectorDBQA attribute) (langchain.chains.VectorDBQAWithSourcesChain attribute) (langchain.retrievers.SelfQueryRetriever attribute) (langchain.retrievers.TimeWeightedVectorStoreRetriever attribute) (langchain.utilities.BraveSearchWrapper attribute) search_type (langchain.chains.VectorDBQA attribute) (langchain.retrievers.DocArrayRetriever attribute), [1] (langchain.retrievers.SelfQueryRetriever attribute) search_wrapper (langchain.tools.BraveSearch attribute) searx_host (langchain.utilities.SearxSearchWrapper attribute) secret (langchain.document_loaders.FaunaLoader attribute) seed (langchain.embeddings.LlamaCppEmbeddings attribute) (langchain.llms.GPT4All attribute) (langchain.llms.LlamaCpp attribute) (langchain.llms.TextGen attribute) select_examples() (langchain.prompts.example_selector.LengthBasedExampleSelector method) (langchain.prompts.example_selector.MaxMarginalRelevanceExampleSelector method) (langchain.prompts.example_selector.NGramOverlapExampleSelector method) (langchain.prompts.example_selector.SemanticSimilarityExampleSelector method) (langchain.prompts.LengthBasedExampleSelector method) (langchain.prompts.MaxMarginalRelevanceExampleSelector method) (langchain.prompts.NGramOverlapExampleSelector method) (langchain.prompts.SemanticSimilarityExampleSelector method) selected_tools (langchain.agents.agent_toolkits.FileManagementToolkit attribute) SeleniumURLLoader (class in langchain.document_loaders) SELF_ASK_WITH_SEARCH (langchain.agents.AgentType attribute) semantic_hybrid_search() (langchain.vectorstores.AzureSearch method) semantic_hybrid_search_with_score() (langchain.vectorstores.AzureSearch method) send_pdf() (langchain.document_loaders.MathpixPDFLoader method)
https://api.python.langchain.com/en/latest/genindex.html
fe6c878f4061-140
send_pdf() (langchain.document_loaders.MathpixPDFLoader method) SentenceTransformerEmbeddings (in module langchain.embeddings) SentenceTransformersTokenTextSplitter (class in langchain.text_splitter) sequential_chain (langchain.chains.LLMSummarizationCheckerChain attribute) serpapi_api_key (langchain.utilities.SerpAPIWrapper attribute) serper_api_key (langchain.utilities.GoogleSerperAPIWrapper attribute) server_type (langchain.llms.OpenLLM attribute) server_url (langchain.llms.OpenLLM attribute) service_account_key (langchain.document_loaders.GoogleDriveLoader attribute) service_account_path (langchain.document_loaders.GoogleApiClient attribute) service_name (langchain.retrievers.AzureCognitiveSearchRetriever attribute) session_cache (langchain.tools.QueryPowerBITool attribute) session_id (langchain.memory.MotorheadMemory attribute) (langchain.memory.RedisEntityStore attribute) (langchain.memory.SQLiteEntityStore attribute) set() (langchain.memory.InMemoryEntityStore method) (langchain.memory.RedisEntityStore method) (langchain.memory.SQLiteEntityStore method) settings (langchain.document_loaders.OneDriveLoader attribute) setup() (langchain.callbacks.AimCallbackHandler method) silent_errors (langchain.chains.MultiPromptChain attribute) (langchain.chains.MultiRetrievalQAChain attribute) (langchain.chains.MultiRouteChain attribute) similarity_fn (langchain.document_transformers.EmbeddingsRedundantFilter attribute) (langchain.retrievers.document_compressors.EmbeddingsFilter attribute) similarity_search() (langchain.vectorstores.AlibabaCloudOpenSearch method) (langchain.vectorstores.AnalyticDB method) (langchain.vectorstores.Annoy method) (langchain.vectorstores.AtlasDB method) (langchain.vectorstores.AwaDB method)
https://api.python.langchain.com/en/latest/genindex.html
fe6c878f4061-141
(langchain.vectorstores.AwaDB method) (langchain.vectorstores.AzureSearch method) (langchain.vectorstores.Cassandra method) (langchain.vectorstores.Chroma method) (langchain.vectorstores.Clarifai method) (langchain.vectorstores.Clickhouse method) (langchain.vectorstores.DeepLake method) (langchain.vectorstores.ElasticVectorSearch method) (langchain.vectorstores.FAISS method) (langchain.vectorstores.Hologres method) (langchain.vectorstores.LanceDB method) (langchain.vectorstores.MatchingEngine method) (langchain.vectorstores.Milvus method) (langchain.vectorstores.MongoDBAtlasVectorSearch method) (langchain.vectorstores.MyScale method) (langchain.vectorstores.OpenSearchVectorSearch method) (langchain.vectorstores.Pinecone method) (langchain.vectorstores.Qdrant method) (langchain.vectorstores.Redis method) (langchain.vectorstores.Rockset method) (langchain.vectorstores.SingleStoreDB method) (langchain.vectorstores.SKLearnVectorStore method) (langchain.vectorstores.StarRocks method) (langchain.vectorstores.SupabaseVectorStore method) (langchain.vectorstores.Tair method) (langchain.vectorstores.Tigris method) (langchain.vectorstores.Typesense method) (langchain.vectorstores.Vectara method) (langchain.vectorstores.VectorStore method) (langchain.vectorstores.Weaviate method) similarity_search_by_index() (langchain.vectorstores.Annoy method) similarity_search_by_text() (langchain.vectorstores.Weaviate method) similarity_search_by_vector() (langchain.vectorstores.AlibabaCloudOpenSearch method) (langchain.vectorstores.AnalyticDB method) (langchain.vectorstores.Annoy method) (langchain.vectorstores.AwaDB method) (langchain.vectorstores.Cassandra method)
https://api.python.langchain.com/en/latest/genindex.html
fe6c878f4061-142
(langchain.vectorstores.AwaDB method) (langchain.vectorstores.Cassandra method) (langchain.vectorstores.Chroma method) (langchain.vectorstores.Clickhouse method) (langchain.vectorstores.DeepLake method) (langchain.vectorstores.FAISS method) (langchain.vectorstores.Hologres method) (langchain.vectorstores.Milvus method) (langchain.vectorstores.MyScale method) (langchain.vectorstores.Qdrant method) (langchain.vectorstores.Rockset method) (langchain.vectorstores.StarRocks method) (langchain.vectorstores.SupabaseVectorStore method) (langchain.vectorstores.VectorStore method) (langchain.vectorstores.Weaviate method) similarity_search_by_vector_returning_embeddings() (langchain.vectorstores.SupabaseVectorStore method) similarity_search_by_vector_with_relevance_scores() (langchain.vectorstores.Rockset method) (langchain.vectorstores.SupabaseVectorStore method) similarity_search_limit_score() (langchain.vectorstores.Redis method) similarity_search_with_relevance_scores() (langchain.vectorstores.AlibabaCloudOpenSearch method) (langchain.vectorstores.AwaDB method) (langchain.vectorstores.Clickhouse method) (langchain.vectorstores.MyScale method) (langchain.vectorstores.Rockset method) (langchain.vectorstores.StarRocks method) (langchain.vectorstores.SupabaseVectorStore method) (langchain.vectorstores.VectorStore method) similarity_search_with_score() (langchain.vectorstores.AnalyticDB method) (langchain.vectorstores.Annoy method) (langchain.vectorstores.AwaDB method) (langchain.vectorstores.Cassandra method) (langchain.vectorstores.Chroma method) (langchain.vectorstores.Clarifai method) (langchain.vectorstores.DeepLake method) (langchain.vectorstores.ElasticVectorSearch method)
https://api.python.langchain.com/en/latest/genindex.html
fe6c878f4061-143
(langchain.vectorstores.DeepLake method) (langchain.vectorstores.ElasticVectorSearch method) (langchain.vectorstores.FAISS method) (langchain.vectorstores.Hologres method) (langchain.vectorstores.Milvus method) (langchain.vectorstores.MongoDBAtlasVectorSearch method) (langchain.vectorstores.OpenSearchVectorSearch method) (langchain.vectorstores.Pinecone method) (langchain.vectorstores.Qdrant method) (langchain.vectorstores.Redis method) (langchain.vectorstores.SingleStoreDB method) (langchain.vectorstores.SKLearnVectorStore method) (langchain.vectorstores.Tigris method) (langchain.vectorstores.Typesense method) (langchain.vectorstores.Vectara method) (langchain.vectorstores.Weaviate method) similarity_search_with_score_by_index() (langchain.vectorstores.Annoy method) similarity_search_with_score_by_vector() (langchain.vectorstores.AnalyticDB method) (langchain.vectorstores.Annoy method) (langchain.vectorstores.Cassandra method) (langchain.vectorstores.FAISS method) (langchain.vectorstores.Hologres method) (langchain.vectorstores.Milvus method) (langchain.vectorstores.Qdrant method) similarity_search_with_score_id() (langchain.vectorstores.Cassandra method) similarity_search_with_score_id_by_vector() (langchain.vectorstores.Cassandra method) similarity_threshold (langchain.document_transformers.EmbeddingsRedundantFilter attribute) (langchain.retrievers.document_compressors.EmbeddingsFilter attribute) since (langchain.document_loaders.GitHubIssuesLoader attribute) SingleStoreDB (class in langchain.vectorstores) SitemapLoader (class in langchain.document_loaders) siterestrict (langchain.utilities.GoogleSearchAPIWrapper attribute) size (langchain.tools.SteamshipImageGenerationTool attribute)
https://api.python.langchain.com/en/latest/genindex.html
fe6c878f4061-144
size (langchain.tools.SteamshipImageGenerationTool attribute) skip_special_tokens (langchain.llms.TextGen attribute) SKLearnVectorStore (class in langchain.vectorstores) SlackDirectoryLoader (class in langchain.document_loaders) SnowflakeLoader (class in langchain.document_loaders) SOL (langchain.text_splitter.Language attribute) sort (langchain.document_loaders.GitHubIssuesLoader attribute) source (langchain.document_loaders.Blob property) SpacyTextSplitter (class in langchain.text_splitter) SparkSQL (class in langchain.utilities) sparse_encoder (langchain.retrievers.PineconeHybridSearchRetriever attribute) spec (langchain.agents.agent_toolkits.JsonToolkit attribute) (langchain.tools.JsonGetValueTool attribute) (langchain.tools.JsonListKeysTool attribute) split_documents() (langchain.text_splitter.TextSplitter method) split_text() (langchain.text_splitter.CharacterTextSplitter method) (langchain.text_splitter.MarkdownHeaderTextSplitter method) (langchain.text_splitter.NLTKTextSplitter method) (langchain.text_splitter.RecursiveCharacterTextSplitter method) (langchain.text_splitter.SentenceTransformersTokenTextSplitter method) (langchain.text_splitter.SpacyTextSplitter method) (langchain.text_splitter.TextSplitter method) (langchain.text_splitter.TokenTextSplitter method) split_text_on_tokens() (in module langchain.text_splitter) SpreedlyLoader (class in langchain.document_loaders) sql_chain (langchain.chains.SQLDatabaseSequentialChain attribute) SQLChatMessageHistory (class in langchain.memory) SRTLoader (class in langchain.document_loaders) StarRocks (class in langchain.vectorstores)
https://api.python.langchain.com/en/latest/genindex.html
fe6c878f4061-145
StarRocks (class in langchain.vectorstores) start_with_retrieval (langchain.chains.FlareChain attribute) state (langchain.document_loaders.GitHubIssuesLoader attribute) status (langchain.experimental.GenerativeAgent attribute) StdInInquireTool() (in module langchain.tools) StdOutCallbackHandler (class in langchain.callbacks) steamship (langchain.tools.SteamshipImageGenerationTool attribute) stop (langchain.agents.LLMSingleActionAgent attribute) (langchain.chains.PALChain attribute) (langchain.llms.GPT4All attribute) (langchain.llms.LlamaCpp attribute) (langchain.llms.VertexAI attribute) (langchain.llms.Writer attribute) stop_sequences (langchain.llms.AlephAlpha attribute) stopping_strings (langchain.llms.TextGen attribute) store (langchain.memory.InMemoryEntityStore attribute) strategy (langchain.llms.RWKV attribute) stream() (langchain.llms.Anthropic method) (langchain.llms.AzureOpenAI method) (langchain.llms.LlamaCpp method) (langchain.llms.OpenAI method) (langchain.llms.OpenLM method) (langchain.llms.PromptLayerOpenAI method) streaming (langchain.chat_models.ChatOpenAI attribute) (langchain.llms.Anthropic attribute) (langchain.llms.AzureOpenAI attribute) (langchain.llms.GPT4All attribute) (langchain.llms.LlamaCpp attribute) (langchain.llms.OpenAI attribute) (langchain.llms.OpenAIChat attribute) (langchain.llms.OpenLM attribute) (langchain.llms.PromptLayerOpenAIChat attribute) (langchain.llms.TextGen attribute) StreamingStdOutCallbackHandler (class in langchain.callbacks)
https://api.python.langchain.com/en/latest/genindex.html
fe6c878f4061-146
StreamingStdOutCallbackHandler (class in langchain.callbacks) StreamlitCallbackHandler() (in module langchain.callbacks) strip_outputs (langchain.chains.SimpleSequentialChain attribute) StripeLoader (class in langchain.document_loaders) STRUCTURED_CHAT_ZERO_SHOT_REACT_DESCRIPTION (langchain.agents.AgentType attribute) structured_query_translator (langchain.retrievers.SelfQueryRetriever attribute) successful_requests (langchain.callbacks.OpenAICallbackHandler attribute) suffix (langchain.llms.LlamaCpp attribute) (langchain.prompts.FewShotPromptTemplate attribute) (langchain.prompts.FewShotPromptWithTemplates attribute) summarize_related_memories() (langchain.experimental.GenerativeAgent method) summary (langchain.experimental.GenerativeAgent attribute) summary_message_cls (langchain.memory.ConversationKGMemory attribute) summary_refresh_seconds (langchain.experimental.GenerativeAgent attribute) SupabaseVectorStore (class in langchain.vectorstores) SWIFT (langchain.text_splitter.Language attribute) sync_browser (langchain.agents.agent_toolkits.PlayWrightBrowserToolkit attribute) T table (langchain.vectorstores.ClickhouseSettings attribute) (langchain.vectorstores.MyScaleSettings attribute) table_info (langchain.utilities.PowerBIDataset property) table_name (langchain.memory.SQLiteEntityStore attribute) (langchain.vectorstores.SupabaseVectorStore attribute) table_names (langchain.utilities.PowerBIDataset attribute) tags (langchain.chains.AnalyzeDocumentChain attribute) (langchain.chains.APIChain attribute) (langchain.chains.ChatVectorDBChain attribute) (langchain.chains.ConstitutionalChain attribute) (langchain.chains.ConversationalRetrievalChain attribute) (langchain.chains.ConversationChain attribute) (langchain.chains.FlareChain attribute)
https://api.python.langchain.com/en/latest/genindex.html
fe6c878f4061-147
(langchain.chains.ConversationChain attribute) (langchain.chains.FlareChain attribute) (langchain.chains.GraphCypherQAChain attribute) (langchain.chains.GraphQAChain attribute) (langchain.chains.HypotheticalDocumentEmbedder attribute) (langchain.chains.KuzuQAChain attribute) (langchain.chains.LLMBashChain attribute) (langchain.chains.LLMChain attribute) (langchain.chains.LLMCheckerChain attribute) (langchain.chains.LLMMathChain attribute) (langchain.chains.LLMRequestsChain attribute) (langchain.chains.LLMRouterChain attribute) (langchain.chains.LLMSummarizationCheckerChain attribute) (langchain.chains.MapReduceChain attribute) (langchain.chains.MapReduceDocumentsChain attribute) (langchain.chains.MapRerankDocumentsChain attribute) (langchain.chains.MultiPromptChain attribute) (langchain.chains.MultiRetrievalQAChain attribute) (langchain.chains.MultiRouteChain attribute) (langchain.chains.NatBotChain attribute) (langchain.chains.NebulaGraphQAChain attribute) (langchain.chains.OpenAIModerationChain attribute) (langchain.chains.OpenAPIEndpointChain attribute) (langchain.chains.PALChain attribute) (langchain.chains.QAGenerationChain attribute) (langchain.chains.QAWithSourcesChain attribute) (langchain.chains.RefineDocumentsChain attribute) (langchain.chains.RetrievalQA attribute) (langchain.chains.RetrievalQAWithSourcesChain attribute) (langchain.chains.RouterChain attribute) (langchain.chains.SequentialChain attribute) (langchain.chains.SimpleSequentialChain attribute) (langchain.chains.SQLDatabaseChain attribute) (langchain.chains.SQLDatabaseSequentialChain attribute) (langchain.chains.StuffDocumentsChain attribute)
https://api.python.langchain.com/en/latest/genindex.html
fe6c878f4061-148
(langchain.chains.StuffDocumentsChain attribute) (langchain.chains.TransformChain attribute) (langchain.chains.VectorDBQA attribute) (langchain.chains.VectorDBQAWithSourcesChain attribute) (langchain.llms.AI21 attribute) (langchain.llms.AlephAlpha attribute) (langchain.llms.AmazonAPIGateway attribute) (langchain.llms.Anthropic attribute) (langchain.llms.Anyscale attribute) (langchain.llms.Aviary attribute) (langchain.llms.AzureMLOnlineEndpoint attribute) (langchain.llms.AzureOpenAI attribute) (langchain.llms.Banana attribute) (langchain.llms.Baseten attribute) (langchain.llms.Beam attribute) (langchain.llms.Bedrock attribute) (langchain.llms.CerebriumAI attribute) (langchain.llms.Clarifai attribute) (langchain.llms.Cohere attribute) (langchain.llms.CTransformers attribute) (langchain.llms.Databricks attribute) (langchain.llms.DeepInfra attribute) (langchain.llms.FakeListLLM attribute) (langchain.llms.ForefrontAI attribute) (langchain.llms.GooglePalm attribute) (langchain.llms.GooseAI attribute) (langchain.llms.GPT4All attribute) (langchain.llms.HuggingFaceEndpoint attribute) (langchain.llms.HuggingFaceHub attribute) (langchain.llms.HuggingFacePipeline attribute) (langchain.llms.HuggingFaceTextGenInference attribute) (langchain.llms.HumanInputLLM attribute) (langchain.llms.LlamaCpp attribute) (langchain.llms.ManifestWrapper attribute) (langchain.llms.Modal attribute) (langchain.llms.MosaicML attribute) (langchain.llms.NLPCloud attribute)
https://api.python.langchain.com/en/latest/genindex.html
fe6c878f4061-149
(langchain.llms.NLPCloud attribute) (langchain.llms.OctoAIEndpoint attribute) (langchain.llms.OpenAI attribute) (langchain.llms.OpenAIChat attribute) (langchain.llms.OpenLLM attribute) (langchain.llms.OpenLM attribute) (langchain.llms.Petals attribute) (langchain.llms.PipelineAI attribute) (langchain.llms.PredictionGuard attribute) (langchain.llms.Replicate attribute) (langchain.llms.RWKV attribute) (langchain.llms.SagemakerEndpoint attribute) (langchain.llms.SelfHostedHuggingFaceLLM attribute) (langchain.llms.SelfHostedPipeline attribute) (langchain.llms.StochasticAI attribute) (langchain.llms.TextGen attribute) (langchain.llms.VertexAI attribute) (langchain.llms.Writer attribute) Tair (class in langchain.vectorstores) task (langchain.embeddings.HuggingFaceHubEmbeddings attribute) (langchain.llms.HuggingFaceEndpoint attribute) (langchain.llms.HuggingFaceHub attribute) (langchain.llms.SelfHostedHuggingFaceLLM attribute) tbs (langchain.utilities.GoogleSerperAPIWrapper attribute) TelegramChatApiLoader (class in langchain.document_loaders) TelegramChatFileLoader (class in langchain.document_loaders) TelegramChatLoader (in module langchain.document_loaders) temp (langchain.llms.GPT4All attribute) temperature (langchain.chat_models.ChatGooglePalm attribute) (langchain.chat_models.ChatOpenAI attribute) (langchain.llms.AI21 attribute) (langchain.llms.AlephAlpha attribute) (langchain.llms.Anthropic attribute) (langchain.llms.AzureOpenAI attribute) (langchain.llms.Cohere attribute)
https://api.python.langchain.com/en/latest/genindex.html
fe6c878f4061-150
(langchain.llms.AzureOpenAI attribute) (langchain.llms.Cohere attribute) (langchain.llms.ForefrontAI attribute) (langchain.llms.GooglePalm attribute) (langchain.llms.GooseAI attribute) (langchain.llms.LlamaCpp attribute) (langchain.llms.NLPCloud attribute) (langchain.llms.OpenAI attribute) (langchain.llms.OpenLM attribute) (langchain.llms.Petals attribute) (langchain.llms.PredictionGuard attribute) (langchain.llms.RWKV attribute) (langchain.llms.TextGen attribute) (langchain.llms.VertexAI attribute) (langchain.llms.Writer attribute) template (langchain.prompts.PromptTemplate attribute) (langchain.tools.QueryCheckerTool attribute) (langchain.tools.QueryPowerBITool attribute) (langchain.tools.QuerySQLCheckerTool attribute) template_format (langchain.prompts.FewShotPromptTemplate attribute) (langchain.prompts.FewShotPromptWithTemplates attribute) (langchain.prompts.PromptTemplate attribute) template_tool_response (langchain.agents.ConversationalChatAgent attribute) TencentCOSDirectoryLoader (class in langchain.document_loaders) TencentCOSFileLoader (class in langchain.document_loaders) text (langchain.schema.ChatGeneration attribute) (langchain.schema.Generation attribute) text_length (langchain.chains.LLMRequestsChain attribute) text_splitter (langchain.chains.AnalyzeDocumentChain attribute) (langchain.chains.MapReduceChain attribute) (langchain.chains.QAGenerationChain attribute) TextLoader (class in langchain.document_loaders) texts (langchain.retrievers.KNNRetriever attribute) (langchain.retrievers.SVMRetriever attribute) TextSplitter (class in langchain.text_splitter)
https://api.python.langchain.com/en/latest/genindex.html
fe6c878f4061-151
TextSplitter (class in langchain.text_splitter) tfidf_array (langchain.retrievers.TFIDFRetriever attribute) threshold (langchain.prompts.example_selector.NGramOverlapExampleSelector attribute) (langchain.prompts.NGramOverlapExampleSelector attribute) Tigris (class in langchain.vectorstores) tiktoken_model_name (langchain.chat_models.ChatOpenAI attribute) (langchain.embeddings.OpenAIEmbeddings attribute) (langchain.llms.AzureOpenAI attribute) (langchain.llms.OpenAI attribute) (langchain.llms.OpenLM attribute) time (langchain.utilities.DuckDuckGoSearchAPIWrapper attribute) to_json() (langchain.chains.AnalyzeDocumentChain method) (langchain.chains.APIChain method) (langchain.chains.ChatVectorDBChain method) (langchain.chains.ConstitutionalChain method) (langchain.chains.ConversationalRetrievalChain method) (langchain.chains.ConversationChain method) (langchain.chains.FlareChain method) (langchain.chains.GraphCypherQAChain method) (langchain.chains.GraphQAChain method) (langchain.chains.HypotheticalDocumentEmbedder method) (langchain.chains.KuzuQAChain method) (langchain.chains.LLMBashChain method) (langchain.chains.LLMChain method) (langchain.chains.LLMCheckerChain method) (langchain.chains.LLMMathChain method) (langchain.chains.LLMRequestsChain method) (langchain.chains.LLMRouterChain method) (langchain.chains.LLMSummarizationCheckerChain method) (langchain.chains.MapReduceChain method) (langchain.chains.MapReduceDocumentsChain method) (langchain.chains.MapRerankDocumentsChain method) (langchain.chains.MultiPromptChain method)
https://api.python.langchain.com/en/latest/genindex.html
fe6c878f4061-152
(langchain.chains.MultiPromptChain method) (langchain.chains.MultiRetrievalQAChain method) (langchain.chains.MultiRouteChain method) (langchain.chains.NatBotChain method) (langchain.chains.NebulaGraphQAChain method) (langchain.chains.OpenAIModerationChain method) (langchain.chains.OpenAPIEndpointChain method) (langchain.chains.PALChain method) (langchain.chains.QAGenerationChain method) (langchain.chains.QAWithSourcesChain method) (langchain.chains.RefineDocumentsChain method) (langchain.chains.RetrievalQA method) (langchain.chains.RetrievalQAWithSourcesChain method) (langchain.chains.RouterChain method) (langchain.chains.SequentialChain method) (langchain.chains.SimpleSequentialChain method) (langchain.chains.SQLDatabaseChain method) (langchain.chains.SQLDatabaseSequentialChain method) (langchain.chains.StuffDocumentsChain method) (langchain.chains.TransformChain method) (langchain.chains.VectorDBQA method) (langchain.chains.VectorDBQAWithSourcesChain method) to_json_not_implemented() (langchain.chains.AnalyzeDocumentChain method) (langchain.chains.APIChain method) (langchain.chains.ChatVectorDBChain method) (langchain.chains.ConstitutionalChain method) (langchain.chains.ConversationalRetrievalChain method) (langchain.chains.ConversationChain method) (langchain.chains.FlareChain method) (langchain.chains.GraphCypherQAChain method) (langchain.chains.GraphQAChain method) (langchain.chains.HypotheticalDocumentEmbedder method) (langchain.chains.KuzuQAChain method) (langchain.chains.LLMBashChain method) (langchain.chains.LLMChain method)
https://api.python.langchain.com/en/latest/genindex.html
fe6c878f4061-153
(langchain.chains.LLMChain method) (langchain.chains.LLMCheckerChain method) (langchain.chains.LLMMathChain method) (langchain.chains.LLMRequestsChain method) (langchain.chains.LLMRouterChain method) (langchain.chains.LLMSummarizationCheckerChain method) (langchain.chains.MapReduceChain method) (langchain.chains.MapReduceDocumentsChain method) (langchain.chains.MapRerankDocumentsChain method) (langchain.chains.MultiPromptChain method) (langchain.chains.MultiRetrievalQAChain method) (langchain.chains.MultiRouteChain method) (langchain.chains.NatBotChain method) (langchain.chains.NebulaGraphQAChain method) (langchain.chains.OpenAIModerationChain method) (langchain.chains.OpenAPIEndpointChain method) (langchain.chains.PALChain method) (langchain.chains.QAGenerationChain method) (langchain.chains.QAWithSourcesChain method) (langchain.chains.RefineDocumentsChain method) (langchain.chains.RetrievalQA method) (langchain.chains.RetrievalQAWithSourcesChain method) (langchain.chains.RouterChain method) (langchain.chains.SequentialChain method) (langchain.chains.SimpleSequentialChain method) (langchain.chains.SQLDatabaseChain method) (langchain.chains.SQLDatabaseSequentialChain method) (langchain.chains.StuffDocumentsChain method) (langchain.chains.TransformChain method) (langchain.chains.VectorDBQA method) (langchain.chains.VectorDBQAWithSourcesChain method) to_messages() (langchain.schema.PromptValue method) to_string() (langchain.schema.PromptValue method) to_typescript() (langchain.tools.APIOperation method) token (langchain.llms.PredictionGuard attribute)
https://api.python.langchain.com/en/latest/genindex.html
fe6c878f4061-154
token (langchain.llms.PredictionGuard attribute) (langchain.utilities.PowerBIDataset attribute) token_path (langchain.document_loaders.GoogleApiClient attribute) (langchain.document_loaders.GoogleDriveLoader attribute) Tokenizer (class in langchain.text_splitter) tokenizer (langchain.llms.Petals attribute) tokens (langchain.llms.AlephAlpha attribute) tokens_path (langchain.llms.RWKV attribute) tokens_per_chunk (langchain.text_splitter.Tokenizer attribute) TokenTextSplitter (class in langchain.text_splitter) ToMarkdownLoader (class in langchain.document_loaders) TomlLoader (class in langchain.document_loaders) tool() (in module langchain.agents) (in module langchain.tools) tool_run_logging_kwargs() (langchain.agents.Agent method) (langchain.agents.BaseMultiActionAgent method) (langchain.agents.BaseSingleActionAgent method) (langchain.agents.LLMSingleActionAgent method) tools (langchain.agents.agent_toolkits.JiraToolkit attribute) (langchain.agents.agent_toolkits.ZapierToolkit attribute) (langchain.agents.AgentExecutor attribute) (langchain.agents.OpenAIFunctionsAgent attribute) top_k (langchain.chains.GraphCypherQAChain attribute) (langchain.chains.SQLDatabaseChain attribute) (langchain.chat_models.ChatGooglePalm attribute) (langchain.llms.AlephAlpha attribute) (langchain.llms.Anthropic attribute) (langchain.llms.ForefrontAI attribute) (langchain.llms.GooglePalm attribute) (langchain.llms.GPT4All attribute) (langchain.llms.LlamaCpp attribute) (langchain.llms.NLPCloud attribute) (langchain.llms.Petals attribute) (langchain.llms.TextGen attribute)
https://api.python.langchain.com/en/latest/genindex.html
fe6c878f4061-155
(langchain.llms.Petals attribute) (langchain.llms.TextGen attribute) (langchain.llms.VertexAI attribute) (langchain.retrievers.ChatGPTPluginRetriever attribute) (langchain.retrievers.DataberryRetriever attribute) (langchain.retrievers.DocArrayRetriever attribute), [1] (langchain.retrievers.PineconeHybridSearchRetriever attribute) top_k_docs_for_context (langchain.chains.ChatVectorDBChain attribute) top_k_results (langchain.utilities.ArxivAPIWrapper attribute) (langchain.utilities.GooglePlacesAPIWrapper attribute) (langchain.utilities.PubMedAPIWrapper attribute) (langchain.utilities.WikipediaAPIWrapper attribute) top_n (langchain.retrievers.document_compressors.CohereRerank attribute) top_p (langchain.chat_models.ChatGooglePalm attribute) (langchain.llms.AlephAlpha attribute) (langchain.llms.Anthropic attribute) (langchain.llms.AzureOpenAI attribute) (langchain.llms.ForefrontAI attribute) (langchain.llms.GooglePalm attribute) (langchain.llms.GooseAI attribute) (langchain.llms.GPT4All attribute) (langchain.llms.LlamaCpp attribute) (langchain.llms.NLPCloud attribute) (langchain.llms.OpenAI attribute) (langchain.llms.OpenLM attribute) (langchain.llms.Petals attribute) (langchain.llms.RWKV attribute) (langchain.llms.TextGen attribute) (langchain.llms.VertexAI attribute) (langchain.llms.Writer attribute) topP (langchain.llms.AI21 attribute) total_cost (langchain.callbacks.OpenAICallbackHandler attribute) total_tokens (langchain.callbacks.OpenAICallbackHandler attribute) tracing_enabled() (in module langchain.callbacks)
https://api.python.langchain.com/en/latest/genindex.html
fe6c878f4061-156
tracing_enabled() (in module langchain.callbacks) traits (langchain.experimental.GenerativeAgent attribute) transform (langchain.chains.TransformChain attribute) transform_documents() (langchain.document_transformers.EmbeddingsRedundantFilter method) (langchain.schema.BaseDocumentTransformer method) (langchain.text_splitter.TextSplitter method) transform_input_fn (langchain.llms.Databricks attribute) transform_output_fn (langchain.llms.Databricks attribute) transformers (langchain.retrievers.document_compressors.DocumentCompressorPipeline attribute) TrelloLoader (class in langchain.document_loaders) true_val (langchain.output_parsers.BooleanOutputParser attribute) truncate (langchain.embeddings.CohereEmbeddings attribute) (langchain.llms.Cohere attribute) truncation_length (langchain.llms.TextGen attribute) ts_type_from_python() (langchain.tools.APIOperation static method) ttl (langchain.memory.RedisEntityStore attribute) tuned_model_name (langchain.llms.VertexAI attribute) TwitterTweetLoader (class in langchain.document_loaders) type (langchain.output_parsers.ResponseSchema attribute) (langchain.schema.AIMessage property) (langchain.schema.BaseMessage property) (langchain.schema.ChatMessage property) (langchain.schema.FunctionMessage property) (langchain.schema.HumanMessage property) (langchain.schema.SystemMessage property) (langchain.utilities.GoogleSerperAPIWrapper attribute) Typesense (class in langchain.vectorstores) typical_p (langchain.llms.TextGen attribute) U unique_union() (langchain.retrievers.MultiQueryRetriever method) unsecure (langchain.utilities.SearxSearchWrapper attribute) UnstructuredAPIFileIOLoader (class in langchain.document_loaders) UnstructuredAPIFileLoader (class in langchain.document_loaders)
https://api.python.langchain.com/en/latest/genindex.html
fe6c878f4061-157
UnstructuredAPIFileLoader (class in langchain.document_loaders) UnstructuredCSVLoader (class in langchain.document_loaders) UnstructuredEmailLoader (class in langchain.document_loaders) UnstructuredEPubLoader (class in langchain.document_loaders) UnstructuredExcelLoader (class in langchain.document_loaders) UnstructuredFileIOLoader (class in langchain.document_loaders) UnstructuredFileLoader (class in langchain.document_loaders) UnstructuredHTMLLoader (class in langchain.document_loaders) UnstructuredImageLoader (class in langchain.document_loaders) UnstructuredMarkdownLoader (class in langchain.document_loaders) UnstructuredODTLoader (class in langchain.document_loaders) UnstructuredOrgModeLoader (class in langchain.document_loaders) UnstructuredPDFLoader (class in langchain.document_loaders) UnstructuredPowerPointLoader (class in langchain.document_loaders) UnstructuredRSTLoader (class in langchain.document_loaders) UnstructuredRTFLoader (class in langchain.document_loaders) UnstructuredURLLoader (class in langchain.document_loaders) UnstructuredWordDocumentLoader (class in langchain.document_loaders) UnstructuredXMLLoader (class in langchain.document_loaders) update_document() (langchain.vectorstores.Chroma method) update_forward_refs() (langchain.llms.AI21 class method) (langchain.llms.AlephAlpha class method) (langchain.llms.AmazonAPIGateway class method) (langchain.llms.Anthropic class method) (langchain.llms.Anyscale class method) (langchain.llms.Aviary class method) (langchain.llms.AzureMLOnlineEndpoint class method) (langchain.llms.AzureOpenAI class method) (langchain.llms.Banana class method)
https://api.python.langchain.com/en/latest/genindex.html
fe6c878f4061-158
(langchain.llms.Banana class method) (langchain.llms.Baseten class method) (langchain.llms.Beam class method) (langchain.llms.Bedrock class method) (langchain.llms.CerebriumAI class method) (langchain.llms.Clarifai class method) (langchain.llms.Cohere class method) (langchain.llms.CTransformers class method) (langchain.llms.Databricks class method) (langchain.llms.DeepInfra class method) (langchain.llms.FakeListLLM class method) (langchain.llms.ForefrontAI class method) (langchain.llms.GooglePalm class method) (langchain.llms.GooseAI class method) (langchain.llms.GPT4All class method) (langchain.llms.HuggingFaceEndpoint class method) (langchain.llms.HuggingFaceHub class method) (langchain.llms.HuggingFacePipeline class method) (langchain.llms.HuggingFaceTextGenInference class method) (langchain.llms.HumanInputLLM class method) (langchain.llms.LlamaCpp class method) (langchain.llms.ManifestWrapper class method) (langchain.llms.Modal class method) (langchain.llms.MosaicML class method) (langchain.llms.NLPCloud class method) (langchain.llms.OctoAIEndpoint class method) (langchain.llms.OpenAI class method) (langchain.llms.OpenAIChat class method) (langchain.llms.OpenLLM class method) (langchain.llms.OpenLM class method) (langchain.llms.Petals class method) (langchain.llms.PipelineAI class method) (langchain.llms.PredictionGuard class method) (langchain.llms.PromptLayerOpenAI class method)
https://api.python.langchain.com/en/latest/genindex.html
fe6c878f4061-159
(langchain.llms.PromptLayerOpenAI class method) (langchain.llms.PromptLayerOpenAIChat class method) (langchain.llms.Replicate class method) (langchain.llms.RWKV class method) (langchain.llms.SagemakerEndpoint class method) (langchain.llms.SelfHostedHuggingFaceLLM class method) (langchain.llms.SelfHostedPipeline class method) (langchain.llms.StochasticAI class method) (langchain.llms.TextGen class method) (langchain.llms.VertexAI class method) (langchain.llms.Writer class method) (langchain.schema.AIMessage class method) (langchain.schema.BaseLLMOutputParser class method) (langchain.schema.BaseMemory class method) (langchain.schema.BaseMessage class method) (langchain.schema.BaseOutputParser class method) (langchain.schema.ChatGeneration class method) (langchain.schema.ChatMessage class method) (langchain.schema.ChatResult class method) (langchain.schema.Document class method) (langchain.schema.FunctionMessage class method) (langchain.schema.Generation class method) (langchain.schema.HumanMessage class method) (langchain.schema.LLMResult class method) (langchain.schema.NoOpOutputParser class method) (langchain.schema.PromptValue class method) (langchain.schema.RunInfo class method) (langchain.schema.SystemMessage class method) upsert_messages() (langchain.memory.CosmosDBChatMessageHistory method) url (langchain.document_loaders.GitHubIssuesLoader property) (langchain.document_loaders.MathpixPDFLoader property) (langchain.llms.Beam attribute) (langchain.memory.MotorheadMemory attribute) (langchain.retrievers.ChatGPTPluginRetriever attribute) (langchain.retrievers.RemoteLangChainRetriever attribute) (langchain.tools.IFTTTWebhook attribute)
https://api.python.langchain.com/en/latest/genindex.html
fe6c878f4061-160
(langchain.tools.IFTTTWebhook attribute) urls (langchain.document_loaders.PlaywrightURLLoader attribute) (langchain.document_loaders.SeleniumURLLoader attribute) use() (langchain.vectorstores.AwaDB method) use_mlock (langchain.embeddings.LlamaCppEmbeddings attribute) (langchain.llms.GPT4All attribute) (langchain.llms.LlamaCpp attribute) use_mmap (langchain.llms.LlamaCpp attribute) use_multiplicative_presence_penalty (langchain.llms.AlephAlpha attribute) use_original_query (langchain.retrievers.SelfQueryRetriever attribute) use_query_checker (langchain.chains.SQLDatabaseChain attribute) user_id (langchain.llms.Clarifai attribute) username (langchain.vectorstores.AlibabaCloudOpenSearchSettings attribute) (langchain.vectorstores.ClickhouseSettings attribute) (langchain.vectorstores.MyScaleSettings attribute) V validate_channel_or_videoIds_is_set() (langchain.document_loaders.GoogleApiClient class method) (langchain.document_loaders.GoogleApiYoutubeLoader class method) validate_environment() (langchain.utilities.SceneXplainAPIWrapper class method) validate_init_args() (langchain.document_loaders.ConfluenceLoader static method) validate_template (langchain.prompts.FewShotPromptTemplate attribute) (langchain.prompts.FewShotPromptWithTemplates attribute) (langchain.prompts.PromptTemplate attribute) variable_name (langchain.prompts.MessagesPlaceholder attribute) Vectara (class in langchain.vectorstores) vector_field (langchain.vectorstores.SingleStoreDB attribute) vector_search() (langchain.vectorstores.AzureSearch method) vector_search_with_score() (langchain.vectorstores.AzureSearch method) vectorizer (langchain.retrievers.TFIDFRetriever attribute) VectorStore (class in langchain.vectorstores)
https://api.python.langchain.com/en/latest/genindex.html
fe6c878f4061-161
VectorStore (class in langchain.vectorstores) vectorstore (langchain.agents.agent_toolkits.VectorStoreInfo attribute) (langchain.chains.ChatVectorDBChain attribute) (langchain.chains.VectorDBQA attribute) (langchain.chains.VectorDBQAWithSourcesChain attribute) (langchain.prompts.example_selector.SemanticSimilarityExampleSelector attribute) (langchain.prompts.MaxMarginalRelevanceExampleSelector attribute) (langchain.prompts.SemanticSimilarityExampleSelector attribute) (langchain.retrievers.SelfQueryRetriever attribute) (langchain.retrievers.TimeWeightedVectorStoreRetriever attribute) vectorstore_info (langchain.agents.agent_toolkits.VectorStoreToolkit attribute) vectorstores (langchain.agents.agent_toolkits.VectorStoreRouterToolkit attribute) verbose (langchain.chains.AnalyzeDocumentChain attribute) (langchain.chains.APIChain attribute) (langchain.chains.ChatVectorDBChain attribute) (langchain.chains.ConstitutionalChain attribute) (langchain.chains.ConversationalRetrievalChain attribute) (langchain.chains.ConversationChain attribute) (langchain.chains.FlareChain attribute) (langchain.chains.GraphCypherQAChain attribute) (langchain.chains.GraphQAChain attribute) (langchain.chains.HypotheticalDocumentEmbedder attribute) (langchain.chains.KuzuQAChain attribute) (langchain.chains.LLMBashChain attribute) (langchain.chains.LLMChain attribute) (langchain.chains.LLMCheckerChain attribute) (langchain.chains.LLMMathChain attribute) (langchain.chains.LLMRequestsChain attribute) (langchain.chains.LLMRouterChain attribute) (langchain.chains.LLMSummarizationCheckerChain attribute) (langchain.chains.MapReduceChain attribute) (langchain.chains.MapReduceDocumentsChain attribute)
https://api.python.langchain.com/en/latest/genindex.html
fe6c878f4061-162
(langchain.chains.MapReduceDocumentsChain attribute) (langchain.chains.MapRerankDocumentsChain attribute) (langchain.chains.MultiPromptChain attribute) (langchain.chains.MultiRetrievalQAChain attribute) (langchain.chains.MultiRouteChain attribute) (langchain.chains.NatBotChain attribute) (langchain.chains.NebulaGraphQAChain attribute) (langchain.chains.OpenAIModerationChain attribute) (langchain.chains.OpenAPIEndpointChain attribute) (langchain.chains.PALChain attribute) (langchain.chains.QAGenerationChain attribute) (langchain.chains.QAWithSourcesChain attribute) (langchain.chains.RefineDocumentsChain attribute) (langchain.chains.RetrievalQA attribute) (langchain.chains.RetrievalQAWithSourcesChain attribute) (langchain.chains.RouterChain attribute) (langchain.chains.SequentialChain attribute) (langchain.chains.SimpleSequentialChain attribute) (langchain.chains.SQLDatabaseChain attribute) (langchain.chains.SQLDatabaseSequentialChain attribute) (langchain.chains.StuffDocumentsChain attribute) (langchain.chains.TransformChain attribute) (langchain.chains.VectorDBQA attribute) (langchain.chains.VectorDBQAWithSourcesChain attribute) (langchain.llms.AI21 attribute) (langchain.llms.AlephAlpha attribute) (langchain.llms.AmazonAPIGateway attribute) (langchain.llms.Anthropic attribute) (langchain.llms.Anyscale attribute) (langchain.llms.Aviary attribute) (langchain.llms.AzureMLOnlineEndpoint attribute) (langchain.llms.AzureOpenAI attribute) (langchain.llms.Banana attribute) (langchain.llms.Baseten attribute) (langchain.llms.Beam attribute) (langchain.llms.Bedrock attribute) (langchain.llms.CerebriumAI attribute)
https://api.python.langchain.com/en/latest/genindex.html
fe6c878f4061-163
(langchain.llms.CerebriumAI attribute) (langchain.llms.Clarifai attribute) (langchain.llms.Cohere attribute) (langchain.llms.CTransformers attribute) (langchain.llms.Databricks attribute) (langchain.llms.DeepInfra attribute) (langchain.llms.FakeListLLM attribute) (langchain.llms.ForefrontAI attribute) (langchain.llms.GooglePalm attribute) (langchain.llms.GooseAI attribute) (langchain.llms.GPT4All attribute) (langchain.llms.HuggingFaceEndpoint attribute) (langchain.llms.HuggingFaceHub attribute) (langchain.llms.HuggingFacePipeline attribute) (langchain.llms.HuggingFaceTextGenInference attribute) (langchain.llms.HumanInputLLM attribute) (langchain.llms.LlamaCpp attribute) (langchain.llms.ManifestWrapper attribute) (langchain.llms.Modal attribute) (langchain.llms.MosaicML attribute) (langchain.llms.NLPCloud attribute) (langchain.llms.OctoAIEndpoint attribute) (langchain.llms.OpenAI attribute) (langchain.llms.OpenAIChat attribute) (langchain.llms.OpenLLM attribute) (langchain.llms.OpenLM attribute) (langchain.llms.Petals attribute) (langchain.llms.PipelineAI attribute) (langchain.llms.PredictionGuard attribute) (langchain.llms.Replicate attribute) (langchain.llms.RWKV attribute) (langchain.llms.SagemakerEndpoint attribute) (langchain.llms.SelfHostedHuggingFaceLLM attribute) (langchain.llms.SelfHostedPipeline attribute) (langchain.llms.StochasticAI attribute) (langchain.llms.TextGen attribute) (langchain.llms.VertexAI attribute) (langchain.llms.Writer attribute)
https://api.python.langchain.com/en/latest/genindex.html
fe6c878f4061-164
(langchain.llms.VertexAI attribute) (langchain.llms.Writer attribute) (langchain.retrievers.SelfQueryRetriever attribute) (langchain.tools.BaseTool attribute) (langchain.tools.Tool attribute) VespaRetriever (class in langchain.retrievers) video_ids (langchain.document_loaders.GoogleApiYoutubeLoader attribute) visible_only (langchain.tools.ClickTool attribute) vocab_only (langchain.embeddings.LlamaCppEmbeddings attribute) (langchain.llms.GPT4All attribute) (langchain.llms.LlamaCpp attribute) W wait_for_processing() (langchain.document_loaders.MathpixPDFLoader method) wandb_tracing_enabled() (in module langchain.callbacks) WandbCallbackHandler (class in langchain.callbacks) WeatherDataLoader (class in langchain.document_loaders) Weaviate (class in langchain.vectorstores) WeaviateHybridSearchRetriever (class in langchain.retrievers) WeaviateHybridSearchRetriever.Config (class in langchain.retrievers) web_path (langchain.document_loaders.WebBaseLoader property) web_paths (langchain.document_loaders.WebBaseLoader attribute) WebBaseLoader (class in langchain.document_loaders) WhatsAppChatLoader (class in langchain.document_loaders) WhyLabsCallbackHandler (class in langchain.callbacks) WikipediaLoader (class in langchain.document_loaders) with_traceback() (langchain.schema.OutputParserException method) wolfram_alpha_appid (langchain.utilities.WolframAlphaAPIWrapper attribute) wrapper (langchain.tools.SearxSearchResults attribute) (langchain.tools.SearxSearchRun attribute) writer_api_key (langchain.llms.Writer attribute) writer_org_id (langchain.llms.Writer attribute) Y
https://api.python.langchain.com/en/latest/genindex.html
fe6c878f4061-165
writer_org_id (langchain.llms.Writer attribute) Y yield_blobs() (langchain.document_loaders.BlobLoader method) (langchain.document_loaders.FileSystemBlobLoader method) (langchain.document_loaders.YoutubeAudioLoader method) YoutubeAudioLoader (class in langchain.document_loaders) YoutubeLoader (class in langchain.document_loaders) Z zapier_description (langchain.tools.ZapierNLARunAction attribute) zapier_nla_api_base (langchain.utilities.ZapierNLAWrapper attribute) zapier_nla_api_key (langchain.utilities.ZapierNLAWrapper attribute) zapier_nla_oauth_access_token (langchain.utilities.ZapierNLAWrapper attribute) zep_messages (langchain.memory.ZepChatMessageHistory property) zep_summary (langchain.memory.ZepChatMessageHistory property) ZepChatMessageHistory (class in langchain.memory) ZepRetriever (class in langchain.retrievers) ZERO_SHOT_REACT_DESCRIPTION (langchain.agents.AgentType attribute) Zilliz (class in langchain.vectorstores) ZillizRetriever (class in langchain.retrievers)
https://api.python.langchain.com/en/latest/genindex.html
e9e336e1b43c-0
Agents Reference guide for Agents and associated abstractions. Agents Tools Agent Toolkits
https://api.python.langchain.com/en/latest/agents.html
32f9d2501d32-0
Memory class langchain.memory.CassandraChatMessageHistory(contact_points, session_id, port=9042, username='cassandra', password='cassandra', keyspace_name='chat_history', table_name='message_store')[source] Bases: langchain.schema.BaseChatMessageHistory Chat message history that stores history in Cassandra. Parameters contact_points (List[str]) – list of ips to connect to Cassandra cluster session_id (str) – arbitrary key that is used to store the messages of a single chat session. port (int) – port to connect to Cassandra cluster username (str) – username to connect to Cassandra cluster password (str) – password to connect to Cassandra cluster keyspace_name (str) – name of the keyspace to use table_name (str) – name of the table to use property messages: List[langchain.schema.BaseMessage] Retrieve the messages from Cassandra add_message(message)[source] Append the message to the record in Cassandra Parameters message (langchain.schema.BaseMessage) – Return type None clear()[source] Clear session memory from Cassandra Return type None class langchain.memory.ChatMessageHistory(*, messages=[])[source] Bases: langchain.schema.BaseChatMessageHistory, pydantic.main.BaseModel Parameters messages (List[langchain.schema.BaseMessage]) – Return type None attribute messages: List[langchain.schema.BaseMessage] = [] add_message(message)[source] Add a self-created message to the store Parameters message (langchain.schema.BaseMessage) – Return type None clear()[source] Remove all messages from the store Return type None class langchain.memory.CombinedMemory(*, memories)[source]
https://api.python.langchain.com/en/latest/modules/memory.html
32f9d2501d32-1
None class langchain.memory.CombinedMemory(*, memories)[source] Bases: langchain.schema.BaseMemory Class for combining multiple memories’ data together. Parameters memories (List[langchain.schema.BaseMemory]) – Return type None attribute memories: List[langchain.schema.BaseMemory] [Required] For tracking all the memories that should be accessed. clear()[source] Clear context from this session for every memory. Return type None load_memory_variables(inputs)[source] Load all vars from sub-memories. Parameters inputs (Dict[str, Any]) – Return type Dict[str, str] save_context(inputs, outputs)[source] Save context from this session for every memory. Parameters inputs (Dict[str, Any]) – outputs (Dict[str, str]) – Return type None property memory_variables: List[str] All the memory variables that this instance provides. class langchain.memory.ConversationBufferMemory(*, chat_memory=None, output_key=None, input_key=None, return_messages=False, human_prefix='Human', ai_prefix='AI', memory_key='history')[source] Bases: langchain.memory.chat_memory.BaseChatMemory Buffer for storing conversation memory. Parameters chat_memory (langchain.schema.BaseChatMessageHistory) – output_key (Optional[str]) – input_key (Optional[str]) – return_messages (bool) – human_prefix (str) – ai_prefix (str) – memory_key (str) – Return type None attribute ai_prefix: str = 'AI' attribute human_prefix: str = 'Human' load_memory_variables(inputs)[source] Return history buffer. Parameters
https://api.python.langchain.com/en/latest/modules/memory.html
32f9d2501d32-2
load_memory_variables(inputs)[source] Return history buffer. Parameters inputs (Dict[str, Any]) – Return type Dict[str, Any] property buffer: Any String buffer of memory. class langchain.memory.ConversationBufferWindowMemory(*, chat_memory=None, output_key=None, input_key=None, return_messages=False, human_prefix='Human', ai_prefix='AI', memory_key='history', k=5)[source] Bases: langchain.memory.chat_memory.BaseChatMemory Buffer for storing conversation memory. Parameters chat_memory (langchain.schema.BaseChatMessageHistory) – output_key (Optional[str]) – input_key (Optional[str]) – return_messages (bool) – human_prefix (str) – ai_prefix (str) – memory_key (str) – k (int) – Return type None attribute ai_prefix: str = 'AI' attribute human_prefix: str = 'Human' attribute k: int = 5 load_memory_variables(inputs)[source] Return history buffer. Parameters inputs (Dict[str, Any]) – Return type Dict[str, str] property buffer: List[langchain.schema.BaseMessage] String buffer of memory.
https://api.python.langchain.com/en/latest/modules/memory.html
32f9d2501d32-3
class langchain.memory.ConversationEntityMemory(*, chat_memory=None, output_key=None, input_key=None, return_messages=False, human_prefix='Human', ai_prefix='AI', llm, entity_extraction_prompt=PromptTemplate(input_variables=['history', 'input'], output_parser=None, partial_variables={}, template='You are an AI assistant reading the transcript of a conversation between an AI and a human. Extract all of the proper nouns from the last line of conversation. As a guideline, a proper noun is generally capitalized. You should definitely extract all names and places.\n\nThe conversation history is provided just in case of a coreference (e.g. "What do you know about him" where "him" is defined in a previous line) -- ignore items mentioned there that are not in the last line.\n\nReturn the output as a single comma-separated list, or NONE if there is nothing of note to return (e.g. the user is just issuing a greeting or having a simple conversation).\n\nEXAMPLE\nConversation history:\nPerson #1: how\'s it going today?\nAI: "It\'s going great! How about you?"\nPerson #1: good! busy working on Langchain. lots to do.\nAI: "That sounds like a lot of work! What kind of things are you doing to make Langchain better?"\nLast line:\nPerson #1: i\'m trying to improve Langchain\'s interfaces, the UX, its integrations with various products the user might want ... a lot of stuff.\nOutput: Langchain\nEND OF EXAMPLE\n\nEXAMPLE\nConversation history:\nPerson #1: how\'s it going today?\nAI: "It\'s going great! How about you?"\nPerson #1: good! busy working on Langchain. lots to do.\nAI: "That sounds like a lot of work! What kind of things are you doing to
https://api.python.langchain.com/en/latest/modules/memory.html
32f9d2501d32-4
"That sounds like a lot of work! What kind of things are you doing to make Langchain better?"\nLast line:\nPerson #1: i\'m trying to improve Langchain\'s interfaces, the UX, its integrations with various products the user might want ... a lot of stuff. I\'m working with Person #2.\nOutput: Langchain, Person #2\nEND OF EXAMPLE\n\nConversation history (for reference only):\n{history}\nLast line of conversation (for extraction):\nHuman: {input}\n\nOutput:', template_format='f-string', validate_template=True), entity_summarization_prompt=PromptTemplate(input_variables=['entity', 'summary', 'history', 'input'], output_parser=None, partial_variables={}, template='You are an AI assistant helping a human keep track of facts about relevant people, places, and concepts in their life. Update the summary of the provided entity in the "Entity" section based on the last line of your conversation with the human. If you are writing the summary for the first time, return a single sentence.\nThe update should only include facts that are relayed in the last line of conversation about the provided entity, and should only contain facts about the provided entity.\n\nIf there is no new information about the provided entity or the information is not worth noting (not an important or relevant fact to remember long-term), return the existing summary unchanged.\n\nFull conversation history (for context):\n{history}\n\nEntity to summarize:\n{entity}\n\nExisting summary of {entity}:\n{summary}\n\nLast line of conversation:\nHuman: {input}\nUpdated summary:', template_format='f-string', validate_template=True), entity_cache=[], k=3, chat_history_key='history', entity_store=None)[source]
https://api.python.langchain.com/en/latest/modules/memory.html
32f9d2501d32-5
Bases: langchain.memory.chat_memory.BaseChatMemory Entity extractor & summarizer memory. Extracts named entities from the recent chat history and generates summaries. With a swapable entity store, persisting entities across conversations. Defaults to an in-memory entity store, and can be swapped out for a Redis, SQLite, or other entity store. Parameters chat_memory (langchain.schema.BaseChatMessageHistory) – output_key (Optional[str]) – input_key (Optional[str]) – return_messages (bool) – human_prefix (str) – ai_prefix (str) – llm (langchain.base_language.BaseLanguageModel) – entity_extraction_prompt (langchain.prompts.base.BasePromptTemplate) – entity_summarization_prompt (langchain.prompts.base.BasePromptTemplate) – entity_cache (List[str]) – k (int) – chat_history_key (str) – entity_store (langchain.memory.entity.BaseEntityStore) – Return type None attribute ai_prefix: str = 'AI' attribute chat_history_key: str = 'history' attribute entity_cache: List[str] = []
https://api.python.langchain.com/en/latest/modules/memory.html
32f9d2501d32-6
attribute entity_extraction_prompt: langchain.prompts.base.BasePromptTemplate = PromptTemplate(input_variables=['history', 'input'], output_parser=None, partial_variables={}, template='You are an AI assistant reading the transcript of a conversation between an AI and a human. Extract all of the proper nouns from the last line of conversation. As a guideline, a proper noun is generally capitalized. You should definitely extract all names and places.\n\nThe conversation history is provided just in case of a coreference (e.g. "What do you know about him" where "him" is defined in a previous line) -- ignore items mentioned there that are not in the last line.\n\nReturn the output as a single comma-separated list, or NONE if there is nothing of note to return (e.g. the user is just issuing a greeting or having a simple conversation).\n\nEXAMPLE\nConversation history:\nPerson #1: how\'s it going today?\nAI: "It\'s going great! How about you?"\nPerson #1: good! busy working on Langchain. lots to do.\nAI: "That sounds like a lot of work! What kind of things are you doing to make Langchain better?"\nLast line:\nPerson #1: i\'m trying to improve Langchain\'s interfaces, the UX, its integrations with various products the user might want ... a lot of stuff.\nOutput: Langchain\nEND OF EXAMPLE\n\nEXAMPLE\nConversation history:\nPerson #1: how\'s it going today?\nAI: "It\'s going great! How about you?"\nPerson #1: good! busy working on Langchain. lots to do.\nAI: "That sounds like a lot of work! What kind of things are you doing to make Langchain better?"\nLast line:\nPerson #1: i\'m trying to improve Langchain\'s interfaces, the
https://api.python.langchain.com/en/latest/modules/memory.html
32f9d2501d32-7
line:\nPerson #1: i\'m trying to improve Langchain\'s interfaces, the UX, its integrations with various products the user might want ... a lot of stuff. I\'m working with Person #2.\nOutput: Langchain, Person #2\nEND OF EXAMPLE\n\nConversation history (for reference only):\n{history}\nLast line of conversation (for extraction):\nHuman: {input}\n\nOutput:', template_format='f-string', validate_template=True)
https://api.python.langchain.com/en/latest/modules/memory.html
32f9d2501d32-8
attribute entity_store: langchain.memory.entity.BaseEntityStore [Optional] attribute entity_summarization_prompt: langchain.prompts.base.BasePromptTemplate = PromptTemplate(input_variables=['entity', 'summary', 'history', 'input'], output_parser=None, partial_variables={}, template='You are an AI assistant helping a human keep track of facts about relevant people, places, and concepts in their life. Update the summary of the provided entity in the "Entity" section based on the last line of your conversation with the human. If you are writing the summary for the first time, return a single sentence.\nThe update should only include facts that are relayed in the last line of conversation about the provided entity, and should only contain facts about the provided entity.\n\nIf there is no new information about the provided entity or the information is not worth noting (not an important or relevant fact to remember long-term), return the existing summary unchanged.\n\nFull conversation history (for context):\n{history}\n\nEntity to summarize:\n{entity}\n\nExisting summary of {entity}:\n{summary}\n\nLast line of conversation:\nHuman: {input}\nUpdated summary:', template_format='f-string', validate_template=True) attribute human_prefix: str = 'Human' attribute k: int = 3 attribute llm: langchain.base_language.BaseLanguageModel [Required] clear()[source] Clear memory contents. Return type None load_memory_variables(inputs)[source] Returns chat history and all generated entities with summaries if available, and updates or clears the recent entity cache. New entity name can be found when calling this method, before the entity summaries are generated, so the entity cache values may be empty if no entity descriptions are generated yet. Parameters inputs (Dict[str, Any]) – Return type
https://api.python.langchain.com/en/latest/modules/memory.html
32f9d2501d32-9
Parameters inputs (Dict[str, Any]) – Return type Dict[str, Any] save_context(inputs, outputs)[source] Save context from this conversation history to the entity store. Generates a summary for each entity in the entity cache by prompting the model, and saves these summaries to the entity store. Parameters inputs (Dict[str, Any]) – outputs (Dict[str, str]) – Return type None property buffer: List[langchain.schema.BaseMessage] Access chat memory messages.
https://api.python.langchain.com/en/latest/modules/memory.html
32f9d2501d32-10
class langchain.memory.ConversationKGMemory(*, chat_memory=None, output_key=None, input_key=None, return_messages=False, k=2, human_prefix='Human', ai_prefix='AI', kg=None, knowledge_extraction_prompt=PromptTemplate(input_variables=['history', 'input'], output_parser=None, partial_variables={}, template="You are a networked intelligence helping a human track knowledge triples about all relevant people, things, concepts, etc. and integrating them with your knowledge stored within your weights as well as that stored in a knowledge graph. Extract all of the knowledge triples from the last line of conversation. A knowledge triple is a clause that contains a subject, a predicate, and an object. The subject is the entity being described, the predicate is the property of the subject that is being described, and the object is the value of the property.\n\nEXAMPLE\nConversation history:\nPerson #1: Did you hear aliens landed in Area 51?\nAI: No, I didn't hear that. What do you know about Area 51?\nPerson #1: It's a secret military base in Nevada.\nAI: What do you know about Nevada?\nLast line of conversation:\nPerson #1: It's a state in the US. It's also the number 1 producer of gold in the US.\n\nOutput: (Nevada, is a, state)<|>(Nevada, is in, US)<|>(Nevada, is the number 1 producer of, gold)\nEND OF EXAMPLE\n\nEXAMPLE\nConversation history:\nPerson #1: Hello.\nAI: Hi! How are you?\nPerson #1: I'm good. How are you?\nAI: I'm good too.\nLast line of conversation:\nPerson #1: I'm going to the store.\n\nOutput: NONE\nEND OF EXAMPLE\n\nEXAMPLE\nConversation history:\nPerson #1: What
https://api.python.langchain.com/en/latest/modules/memory.html
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NONE\nEND OF EXAMPLE\n\nEXAMPLE\nConversation history:\nPerson #1: What do you know about Descartes?\nAI: Descartes was a French philosopher, mathematician, and scientist who lived in the 17th century.\nPerson #1: The Descartes I'm referring to is a standup comedian and interior designer from Montreal.\nAI: Oh yes, He is a comedian and an interior designer. He has been in the industry for 30 years. His favorite food is baked bean pie.\nLast line of conversation:\nPerson #1: Oh huh. I know Descartes likes to drive antique scooters and play the mandolin.\nOutput: (Descartes, likes to drive, antique scooters)<|>(Descartes, plays, mandolin)\nEND OF EXAMPLE\n\nConversation history (for reference only):\n{history}\nLast line of conversation (for extraction):\nHuman: {input}\n\nOutput:", template_format='f-string', validate_template=True), entity_extraction_prompt=PromptTemplate(input_variables=['history', 'input'], output_parser=None, partial_variables={}, template='You are an AI assistant reading the transcript of a conversation between an AI and a human. Extract all of the proper nouns from the last line of conversation. As a guideline, a proper noun is generally capitalized. You should definitely extract all names and places.\n\nThe conversation history is provided just in case of a coreference (e.g. "What do you know about him" where "him" is defined in a previous line) -- ignore items mentioned there that are not in the last line.\n\nReturn the output as a single comma-separated list, or NONE if there is nothing of note to return (e.g. the user is just issuing a greeting or having a simple conversation).\n\nEXAMPLE\nConversation history:\nPerson #1: how\'s it going today?\nAI:
https://api.python.langchain.com/en/latest/modules/memory.html
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history:\nPerson #1: how\'s it going today?\nAI: "It\'s going great! How about you?"\nPerson #1: good! busy working on Langchain. lots to do.\nAI: "That sounds like a lot of work! What kind of things are you doing to make Langchain better?"\nLast line:\nPerson #1: i\'m trying to improve Langchain\'s interfaces, the UX, its integrations with various products the user might want ... a lot of stuff.\nOutput: Langchain\nEND OF EXAMPLE\n\nEXAMPLE\nConversation history:\nPerson #1: how\'s it going today?\nAI: "It\'s going great! How about you?"\nPerson #1: good! busy working on Langchain. lots to do.\nAI: "That sounds like a lot of work! What kind of things are you doing to make Langchain better?"\nLast line:\nPerson #1: i\'m trying to improve Langchain\'s interfaces, the UX, its integrations with various products the user might want ... a lot of stuff. I\'m working with Person #2.\nOutput: Langchain, Person #2\nEND OF EXAMPLE\n\nConversation history (for reference only):\n{history}\nLast line of conversation (for extraction):\nHuman: {input}\n\nOutput:', template_format='f-string', validate_template=True), llm, summary_message_cls=<class 'langchain.schema.SystemMessage'>, memory_key='history')[source]
https://api.python.langchain.com/en/latest/modules/memory.html
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Bases: langchain.memory.chat_memory.BaseChatMemory Knowledge graph memory for storing conversation memory. Integrates with external knowledge graph to store and retrieve information about knowledge triples in the conversation. Parameters chat_memory (langchain.schema.BaseChatMessageHistory) – output_key (Optional[str]) – input_key (Optional[str]) – return_messages (bool) – k (int) – human_prefix (str) – ai_prefix (str) – kg (langchain.graphs.networkx_graph.NetworkxEntityGraph) – knowledge_extraction_prompt (langchain.prompts.base.BasePromptTemplate) – entity_extraction_prompt (langchain.prompts.base.BasePromptTemplate) – llm (langchain.base_language.BaseLanguageModel) – summary_message_cls (Type[langchain.schema.BaseMessage]) – memory_key (str) – Return type None attribute ai_prefix: str = 'AI'
https://api.python.langchain.com/en/latest/modules/memory.html
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attribute entity_extraction_prompt: langchain.prompts.base.BasePromptTemplate = PromptTemplate(input_variables=['history', 'input'], output_parser=None, partial_variables={}, template='You are an AI assistant reading the transcript of a conversation between an AI and a human. Extract all of the proper nouns from the last line of conversation. As a guideline, a proper noun is generally capitalized. You should definitely extract all names and places.\n\nThe conversation history is provided just in case of a coreference (e.g. "What do you know about him" where "him" is defined in a previous line) -- ignore items mentioned there that are not in the last line.\n\nReturn the output as a single comma-separated list, or NONE if there is nothing of note to return (e.g. the user is just issuing a greeting or having a simple conversation).\n\nEXAMPLE\nConversation history:\nPerson #1: how\'s it going today?\nAI: "It\'s going great! How about you?"\nPerson #1: good! busy working on Langchain. lots to do.\nAI: "That sounds like a lot of work! What kind of things are you doing to make Langchain better?"\nLast line:\nPerson #1: i\'m trying to improve Langchain\'s interfaces, the UX, its integrations with various products the user might want ... a lot of stuff.\nOutput: Langchain\nEND OF EXAMPLE\n\nEXAMPLE\nConversation history:\nPerson #1: how\'s it going today?\nAI: "It\'s going great! How about you?"\nPerson #1: good! busy working on Langchain. lots to do.\nAI: "That sounds like a lot of work! What kind of things are you doing to make Langchain better?"\nLast line:\nPerson #1: i\'m trying to improve Langchain\'s interfaces, the
https://api.python.langchain.com/en/latest/modules/memory.html
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line:\nPerson #1: i\'m trying to improve Langchain\'s interfaces, the UX, its integrations with various products the user might want ... a lot of stuff. I\'m working with Person #2.\nOutput: Langchain, Person #2\nEND OF EXAMPLE\n\nConversation history (for reference only):\n{history}\nLast line of conversation (for extraction):\nHuman: {input}\n\nOutput:', template_format='f-string', validate_template=True)
https://api.python.langchain.com/en/latest/modules/memory.html
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attribute human_prefix: str = 'Human' attribute k: int = 2 attribute kg: langchain.graphs.networkx_graph.NetworkxEntityGraph [Optional]
https://api.python.langchain.com/en/latest/modules/memory.html
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attribute knowledge_extraction_prompt: langchain.prompts.base.BasePromptTemplate = PromptTemplate(input_variables=['history', 'input'], output_parser=None, partial_variables={}, template="You are a networked intelligence helping a human track knowledge triples about all relevant people, things, concepts, etc. and integrating them with your knowledge stored within your weights as well as that stored in a knowledge graph. Extract all of the knowledge triples from the last line of conversation. A knowledge triple is a clause that contains a subject, a predicate, and an object. The subject is the entity being described, the predicate is the property of the subject that is being described, and the object is the value of the property.\n\nEXAMPLE\nConversation history:\nPerson #1: Did you hear aliens landed in Area 51?\nAI: No, I didn't hear that. What do you know about Area 51?\nPerson #1: It's a secret military base in Nevada.\nAI: What do you know about Nevada?\nLast line of conversation:\nPerson #1: It's a state in the US. It's also the number 1 producer of gold in the US.\n\nOutput: (Nevada, is a, state)<|>(Nevada, is in, US)<|>(Nevada, is the number 1 producer of, gold)\nEND OF EXAMPLE\n\nEXAMPLE\nConversation history:\nPerson #1: Hello.\nAI: Hi! How are you?\nPerson #1: I'm good. How are you?\nAI: I'm good too.\nLast line of conversation:\nPerson #1: I'm going to the store.\n\nOutput: NONE\nEND OF EXAMPLE\n\nEXAMPLE\nConversation history:\nPerson #1: What do you know about Descartes?\nAI: Descartes was a French philosopher, mathematician, and scientist who lived in the 17th
https://api.python.langchain.com/en/latest/modules/memory.html
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Descartes was a French philosopher, mathematician, and scientist who lived in the 17th century.\nPerson #1: The Descartes I'm referring to is a standup comedian and interior designer from Montreal.\nAI: Oh yes, He is a comedian and an interior designer. He has been in the industry for 30 years. His favorite food is baked bean pie.\nLast line of conversation:\nPerson #1: Oh huh. I know Descartes likes to drive antique scooters and play the mandolin.\nOutput: (Descartes, likes to drive, antique scooters)<|>(Descartes, plays, mandolin)\nEND OF EXAMPLE\n\nConversation history (for reference only):\n{history}\nLast line of conversation (for extraction):\nHuman: {input}\n\nOutput:", template_format='f-string', validate_template=True)
https://api.python.langchain.com/en/latest/modules/memory.html
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attribute llm: langchain.base_language.BaseLanguageModel [Required] attribute summary_message_cls: Type[langchain.schema.BaseMessage] = <class 'langchain.schema.SystemMessage'> Number of previous utterances to include in the context. clear()[source] Clear memory contents. Return type None get_current_entities(input_string)[source] Parameters input_string (str) – Return type List[str] get_knowledge_triplets(input_string)[source] Parameters input_string (str) – Return type List[langchain.graphs.networkx_graph.KnowledgeTriple] load_memory_variables(inputs)[source] Return history buffer. Parameters inputs (Dict[str, Any]) – Return type Dict[str, Any] save_context(inputs, outputs)[source] Save context from this conversation to buffer. Parameters inputs (Dict[str, Any]) – outputs (Dict[str, str]) – Return type None class langchain.memory.ConversationStringBufferMemory(*, human_prefix='Human', ai_prefix='AI', buffer='', output_key=None, input_key=None, memory_key='history')[source] Bases: langchain.schema.BaseMemory Buffer for storing conversation memory. Parameters human_prefix (str) – ai_prefix (str) – buffer (str) – output_key (Optional[str]) – input_key (Optional[str]) – memory_key (str) – Return type None attribute ai_prefix: str = 'AI' Prefix to use for AI generated responses. attribute buffer: str = '' attribute human_prefix: str = 'Human' attribute input_key: Optional[str] = None
https://api.python.langchain.com/en/latest/modules/memory.html
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attribute input_key: Optional[str] = None attribute output_key: Optional[str] = None clear()[source] Clear memory contents. Return type None load_memory_variables(inputs)[source] Return history buffer. Parameters inputs (Dict[str, Any]) – Return type Dict[str, str] save_context(inputs, outputs)[source] Save context from this conversation to buffer. Parameters inputs (Dict[str, Any]) – outputs (Dict[str, str]) – Return type None property memory_variables: List[str] Will always return list of memory variables. :meta private:
https://api.python.langchain.com/en/latest/modules/memory.html
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Will always return list of memory variables. :meta private: class langchain.memory.ConversationSummaryBufferMemory(*, human_prefix='Human', ai_prefix='AI', llm, prompt=PromptTemplate(input_variables=['summary', 'new_lines'], output_parser=None, partial_variables={}, template='Progressively summarize the lines of conversation provided, adding onto the previous summary returning a new summary.\n\nEXAMPLE\nCurrent summary:\nThe human asks what the AI thinks of artificial intelligence. The AI thinks artificial intelligence is a force for good.\n\nNew lines of conversation:\nHuman: Why do you think artificial intelligence is a force for good?\nAI: Because artificial intelligence will help humans reach their full potential.\n\nNew summary:\nThe human asks what the AI thinks of artificial intelligence. The AI thinks artificial intelligence is a force for good because it will help humans reach their full potential.\nEND OF EXAMPLE\n\nCurrent summary:\n{summary}\n\nNew lines of conversation:\n{new_lines}\n\nNew summary:', template_format='f-string', validate_template=True), summary_message_cls=<class 'langchain.schema.SystemMessage'>, chat_memory=None, output_key=None, input_key=None, return_messages=False, max_token_limit=2000, moving_summary_buffer='', memory_key='history')[source] Bases: langchain.memory.chat_memory.BaseChatMemory, langchain.memory.summary.SummarizerMixin Buffer with summarizer for storing conversation memory. Parameters human_prefix (str) – ai_prefix (str) – llm (langchain.base_language.BaseLanguageModel) – prompt (langchain.prompts.base.BasePromptTemplate) – summary_message_cls (Type[langchain.schema.BaseMessage]) – chat_memory (langchain.schema.BaseChatMessageHistory) – output_key (Optional[str]) – input_key (Optional[str]) –
https://api.python.langchain.com/en/latest/modules/memory.html
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output_key (Optional[str]) – input_key (Optional[str]) – return_messages (bool) – max_token_limit (int) – moving_summary_buffer (str) – memory_key (str) – Return type None attribute max_token_limit: int = 2000 attribute memory_key: str = 'history' attribute moving_summary_buffer: str = '' clear()[source] Clear memory contents. Return type None load_memory_variables(inputs)[source] Return history buffer. Parameters inputs (Dict[str, Any]) – Return type Dict[str, Any] prune()[source] Prune buffer if it exceeds max token limit Return type None save_context(inputs, outputs)[source] Save context from this conversation to buffer. Parameters inputs (Dict[str, Any]) – outputs (Dict[str, str]) – Return type None property buffer: List[langchain.schema.BaseMessage]
https://api.python.langchain.com/en/latest/modules/memory.html
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Return type None property buffer: List[langchain.schema.BaseMessage] class langchain.memory.ConversationSummaryMemory(*, human_prefix='Human', ai_prefix='AI', llm, prompt=PromptTemplate(input_variables=['summary', 'new_lines'], output_parser=None, partial_variables={}, template='Progressively summarize the lines of conversation provided, adding onto the previous summary returning a new summary.\n\nEXAMPLE\nCurrent summary:\nThe human asks what the AI thinks of artificial intelligence. The AI thinks artificial intelligence is a force for good.\n\nNew lines of conversation:\nHuman: Why do you think artificial intelligence is a force for good?\nAI: Because artificial intelligence will help humans reach their full potential.\n\nNew summary:\nThe human asks what the AI thinks of artificial intelligence. The AI thinks artificial intelligence is a force for good because it will help humans reach their full potential.\nEND OF EXAMPLE\n\nCurrent summary:\n{summary}\n\nNew lines of conversation:\n{new_lines}\n\nNew summary:', template_format='f-string', validate_template=True), summary_message_cls=<class 'langchain.schema.SystemMessage'>, chat_memory=None, output_key=None, input_key=None, return_messages=False, buffer='', memory_key='history')[source] Bases: langchain.memory.chat_memory.BaseChatMemory, langchain.memory.summary.SummarizerMixin Conversation summarizer to memory. Parameters human_prefix (str) – ai_prefix (str) – llm (langchain.base_language.BaseLanguageModel) – prompt (langchain.prompts.base.BasePromptTemplate) – summary_message_cls (Type[langchain.schema.BaseMessage]) – chat_memory (langchain.schema.BaseChatMessageHistory) – output_key (Optional[str]) – input_key (Optional[str]) – return_messages (bool) –
https://api.python.langchain.com/en/latest/modules/memory.html
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input_key (Optional[str]) – return_messages (bool) – buffer (str) – memory_key (str) – Return type None attribute buffer: str = '' clear()[source] Clear memory contents. Return type None classmethod from_messages(llm, chat_memory, *, summarize_step=2, **kwargs)[source] Parameters llm (langchain.base_language.BaseLanguageModel) – chat_memory (langchain.schema.BaseChatMessageHistory) – summarize_step (int) – kwargs (Any) – Return type langchain.memory.summary.ConversationSummaryMemory load_memory_variables(inputs)[source] Return history buffer. Parameters inputs (Dict[str, Any]) – Return type Dict[str, Any] save_context(inputs, outputs)[source] Save context from this conversation to buffer. Parameters inputs (Dict[str, Any]) – outputs (Dict[str, str]) – Return type None class langchain.memory.ConversationTokenBufferMemory(*, chat_memory=None, output_key=None, input_key=None, return_messages=False, human_prefix='Human', ai_prefix='AI', llm, memory_key='history', max_token_limit=2000)[source] Bases: langchain.memory.chat_memory.BaseChatMemory Buffer for storing conversation memory. Parameters chat_memory (langchain.schema.BaseChatMessageHistory) – output_key (Optional[str]) – input_key (Optional[str]) – return_messages (bool) – human_prefix (str) – ai_prefix (str) – llm (langchain.base_language.BaseLanguageModel) – memory_key (str) – max_token_limit (int) – Return type None
https://api.python.langchain.com/en/latest/modules/memory.html
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max_token_limit (int) – Return type None attribute ai_prefix: str = 'AI' attribute human_prefix: str = 'Human' attribute llm: langchain.base_language.BaseLanguageModel [Required] attribute max_token_limit: int = 2000 attribute memory_key: str = 'history' load_memory_variables(inputs)[source] Return history buffer. Parameters inputs (Dict[str, Any]) – Return type Dict[str, Any] save_context(inputs, outputs)[source] Save context from this conversation to buffer. Pruned. Parameters inputs (Dict[str, Any]) – outputs (Dict[str, str]) – Return type None property buffer: List[langchain.schema.BaseMessage] String buffer of memory. class langchain.memory.CosmosDBChatMessageHistory(cosmos_endpoint, cosmos_database, cosmos_container, session_id, user_id, credential=None, connection_string=None, ttl=None, cosmos_client_kwargs=None)[source] Bases: langchain.schema.BaseChatMessageHistory Chat history backed by Azure CosmosDB. Parameters cosmos_endpoint (str) – cosmos_database (str) – cosmos_container (str) – session_id (str) – user_id (str) – credential (Any) – connection_string (Optional[str]) – ttl (Optional[int]) – cosmos_client_kwargs (Optional[dict]) – prepare_cosmos()[source] Prepare the CosmosDB client. Use this function or the context manager to make sure your database is ready. Return type None load_messages()[source] Retrieve the messages from Cosmos Return type None add_message(message)[source]
https://api.python.langchain.com/en/latest/modules/memory.html
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Retrieve the messages from Cosmos Return type None add_message(message)[source] Add a self-created message to the store Parameters message (langchain.schema.BaseMessage) – Return type None upsert_messages()[source] Update the cosmosdb item. Return type None clear()[source] Clear session memory from this memory and cosmos. Return type None class langchain.memory.DynamoDBChatMessageHistory(table_name, session_id, endpoint_url=None)[source] Bases: langchain.schema.BaseChatMessageHistory Chat message history that stores history in AWS DynamoDB. This class expects that a DynamoDB table with name table_name and a partition Key of SessionId is present. Parameters table_name (str) – name of the DynamoDB table session_id (str) – arbitrary key that is used to store the messages of a single chat session. endpoint_url (Optional[str]) – URL of the AWS endpoint to connect to. This argument is optional and useful for test purposes, like using Localstack. If you plan to use AWS cloud service, you normally don’t have to worry about setting the endpoint_url. property messages: List[langchain.schema.BaseMessage] Retrieve the messages from DynamoDB add_message(message)[source] Append the message to the record in DynamoDB Parameters message (langchain.schema.BaseMessage) – Return type None clear()[source] Clear session memory from DynamoDB Return type None class langchain.memory.FileChatMessageHistory(file_path)[source] Bases: langchain.schema.BaseChatMessageHistory Chat message history that stores history in a local file. Parameters file_path (str) – path of the local file to store the messages.
https://api.python.langchain.com/en/latest/modules/memory.html