Duplicate from thejas-gida/here-auto1

.gitattributes

@@ -0,0 +1,37 @@
+*.7z filter=lfs diff=lfs merge=lfs -text
+*.arrow filter=lfs diff=lfs merge=lfs -text
+*.bin filter=lfs diff=lfs merge=lfs -text
+*.bz2 filter=lfs diff=lfs merge=lfs -text
+*.ckpt filter=lfs diff=lfs merge=lfs -text
+*.ftz filter=lfs diff=lfs merge=lfs -text
+*.gz filter=lfs diff=lfs merge=lfs -text
+*.h5 filter=lfs diff=lfs merge=lfs -text
+*.joblib filter=lfs diff=lfs merge=lfs -text
+*.lfs.* filter=lfs diff=lfs merge=lfs -text
+*.mlmodel filter=lfs diff=lfs merge=lfs -text
+*.model filter=lfs diff=lfs merge=lfs -text
+*.msgpack filter=lfs diff=lfs merge=lfs -text
+*.npy filter=lfs diff=lfs merge=lfs -text
+*.npz filter=lfs diff=lfs merge=lfs -text
+*.onnx filter=lfs diff=lfs merge=lfs -text
+*.ot filter=lfs diff=lfs merge=lfs -text
+*.parquet filter=lfs diff=lfs merge=lfs -text
+*.pb filter=lfs diff=lfs merge=lfs -text
+*.pickle filter=lfs diff=lfs merge=lfs -text
+*.pkl filter=lfs diff=lfs merge=lfs -text
+*.pt filter=lfs diff=lfs merge=lfs -text
+*.pth filter=lfs diff=lfs merge=lfs -text
+*.rar filter=lfs diff=lfs merge=lfs -text
+*.safetensors filter=lfs diff=lfs merge=lfs -text
+saved_model/**/* filter=lfs diff=lfs merge=lfs -text
+*.tar.* filter=lfs diff=lfs merge=lfs -text
+*.tar filter=lfs diff=lfs merge=lfs -text
+*.tflite filter=lfs diff=lfs merge=lfs -text
+*.tgz filter=lfs diff=lfs merge=lfs -text
+*.wasm filter=lfs diff=lfs merge=lfs -text
+*.xz filter=lfs diff=lfs merge=lfs -text
+*.zip filter=lfs diff=lfs merge=lfs -text
+*.zst filter=lfs diff=lfs merge=lfs -text
+*tfevents* filter=lfs diff=lfs merge=lfs -text
+cars_bikes(1).json filter=lfs diff=lfs merge=lfs -text
+cars_bikes(2).json filter=lfs diff=lfs merge=lfs -text

README.md

@@ -0,0 +1,14 @@
+---
+title: Here Auto1
+emoji: 💻
+colorFrom: blue
+colorTo: green
+sdk: gradio
+sdk_version: 3.36.1
+app_file: app.py
+pinned: false
+license: apache-2.0
+duplicated_from: thejas-gida/here-auto1
+---
+
+Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference

app.py

@@ -0,0 +1,40 @@
+import gradio as gr
+from llama_index import SimpleDirectoryReader, GPTListIndex, readers, GPTSimpleVectorIndex, LLMPredictor, PromptHelper, ServiceContext
+from langchain.agents import Tool
+from langchain.chains.conversation.memory import ConversationBufferWindowMemory
+from langchain.chat_models import ChatOpenAI
+from langchain.agents import initialize_agent
+from langchain import OpenAI
+from langchain.prompts import PromptTemplate
+PREFIX = ''' You are an Automobile expert AI scientist having all the knowledge about all the existing cars and bikes and all the information around it.
+'''
+SUFFIX = '''
+
+Begin!
+
+Previous conversation history:
+{chat_history}
+
+Instructions: {input}
+{agent_scratchpad}
+'''
+
+index = GPTSimpleVectorIndex.load_from_disk('./cars_bikes(2).json')
+tools = [Tool(
+            name = "LlamaIndex",
+            func=lambda q: str(index.query(q)),
+            description="You are an Automobile expert equipped with all the information related to cars and bikes. If the question is not related to cars, bike models, then please let the user know that My expertise lies only in automobiles, I can answer questions around the same. The input to this tool should be relevant to cars and bikes in Indian currency",
+            return_direct=True
+            )]
+
+conversational_memory = ConversationBufferWindowMemory( memory_key='chat_history', k=5, return_messages=True )
+llm = OpenAI(temperature=0.3, model_name="text-davinci-003")
+
+agent_executor = initialize_agent(tools, llm, agent="conversational-react-description", memory=conversational_memory,agent_kwargs={'prefix':PREFIX,'suffix': SUFFIX})
+
+def greet(Question):
+  return agent_executor.run(input=Question)
+
+demo = gr.Interface(fn=greet, inputs=gr.Textbox(lines=2, label ="Question", placeholder="Enter the query"), outputs="text",title="Here Auto",description="Know everything about Cars and Bikes")
+
+demo.launch()

cars_bikes(1).json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0b5177a2ec88ef54a7ff7a5c366c2a27ac6437be43fc6d01838c6eae46f04c3f
+size 124299833

cars_bikes(2).json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4e3af2e8abb171f7da28bd2f57bb424b7743bbcd0945ea8c856e91cb66f11410
+size 183662823

requirements.txt

@@ -0,0 +1,3 @@
+llama-index==0.5.6
+langchain==0.0.148
+openai