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Build Your Own Chatbot
RAG
Pinecone & Langchain
OpenAI API
FastAPI (Websocket)
Apifox
Next.js
Attention:
- When creating a serverless index, the dimension of the index should be the same as the embedding model (OpenAI: 1536)
docs.pinecone.io/guides/get-started/build-a-rag-chatbot
Invoke the OpenAI LLM API and the knowledge stored in Pinecone
platform.openai.com/docs/api-reference/introduction
Write the API interface, using WebSocket to implement bidirectional communication
fastapi.tiangolo.com/advanced/websockets
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