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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