Canopy (Pinecone RAG framework) Canopy is Pinecone's open-source framework that bundles chunking, embedding, retrieval, and chat-history management into a single OpenAI-compatible chat server. If Pinecone is already chosen and you want a working RAG chat endpoint in under an hour, Canopy is the fastest path. When to Use Canopy vs Custom | Signal | Canopy | Custom (LangChain / LlamaIndex) | |---|---|---| | Vector store is Pinecone | Strong fit | Either works | | Need an OpenAI-compatible chat endpoint today | Yes | Custom work | | Mostly defaults work | Yes | Custom | | Need graph RAG, advance…