GitHub API Docs RAG Chatbot with Pinecone

This n8n workflow builds a RAG-powered chatbot that lets developers chat directly with GitHub API documentation instead of manually searching through pages of docs. It indexes the documentation into a Pinecone vector database using OpenAI embeddings, then uses an AI agent equipped with a vector store retrieval tool to pull the most relevant sections before answering each question. Perfect for engineering teams integrating with the GitHub API, it turns dense reference documentation into an instant, conversational lookup tool that speeds up development. The result is faster onboarding for new developers and less time spent digging through documentation to find the right endpoint or parameter.

Category: RAG & Knowledge Base