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Build a simple RAG workflow to chat with your docs in n8n
How-ToMachine Learning

Build a simple RAG workflow to chat with your docs in n8n

via Dev.toJenna Pederson11h ago

You know all that RAG complexity you hate? Gone. For the last few months, I've been exploring how people are using n8n and Pinecone . I discovered that people building RAG workflows in automation tools like n8n have the same frustrations as those building with code in their apps. Choosing a chunking strategy, embedding model, and implementing vector search is hard. So I started building a ✨new n8n community node for Pinecone Assistant✨ And yesterday, it was launched into the world. What it does: Handles the entire RAG pipeline in a single node so you don't have to think about file storage, chunking your data, creating embeddings, query planning, vector search, and reranking. What you can do: Connect the Pinecone Assistant node to any n8n node, like Google Drive, Notion, or Slack, and then upload your files, and start querying immediately Build workflows to chat with your docs, surface insights from your company's proprietary data, or give AI agents accurate context to make better decis

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