11/8/2023 · Gibbs Cullen
What this post added
Introduced Canopy, an open-source RAG framework that leverages Pinecone for vector storage and retrieval. Canopy simplifies RAG application development by handling data chunking, embedding, chat history management, query optimization, context retrieval, and augmented generation. It offers a free tier for up to 100K vectors and provides both a web service via Canopy Server and a library for custom applications. The framework includes components for Knowledge Base (data preparation), Context Engine (retrieval), and Canopy Chat Engine (full RAG workflow).