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How to use pinecone vectors instead of ...
A technical guide on replacing Retool vectors with Pinecone vectors in a chat implementation, using Python to integrate OpenAI embeddings with custom conversation storage. The solution offers flexibil
ity between using the existing chat widget for proof-of-concept or building a custom chat interface for production needs.

Reasons to Read -- Learn:

  • how to implement a custom vector-based chat system using Pinecone and OpenAI embeddings, with practical code examples for generating and comparing embeddings
  • flexible approaches to chat implementation, including using the existing chat widget for quick prototypes or building custom solutions for specific legal and security requirements
  • how to properly format chat history arrays for compatibility with both the chat widget and OpenAI API, enabling seamless integration between different components
  • publisher: Retool Forum - Retool forum for product support and feature requests
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