Chat with GitHub API Documentation: RAG-Powered Chatbot with Pinecone & OpenAI
n8n template #2705Summary
Use templateThis workflow demonstrates a Retrieval Augmented Generation (RAG) chatbot that lets you chat with the GitHub API Specification (documentation) using natural language. Built with n8n, OpenAI's LLMs and the Pinecone vector database, it provides accurate and context-aware responses to your questions about how to use the GitHub API. You could adapt this to any OpenAPI specification for any public or private API, thus creating a documentation chatbout that anyone in your company can use. How it works: Data Ingestion: The workflow fetches the complete GitHub API OpenAPI 3 specification directly from the GitHub repository. Chunking and Embeddings: It splits the large API spec into smaller, manageab
Hand off to your agent
Prompt
Help me set up the n8n workflow "Chat with GitHub API Documentation: RAG-Powered Chatbot with Pinecone & OpenAI" (https://n8n.io/workflows/2705). It uses: HTTP Request, AI Agent, Embeddings OpenAI, OpenAI Chat Model, Simple Memory, Recursive Character Text Splitter, Pinecone Vector Store, Default Data Loader, Vector Store Question Answer Tool. Import the template JSON into my n8n instance, list every credential I need to create, and walk me through testing it.
Paste into Claude Code and it will do the rest.
Apps and nodes
HTTP RequestAI AgentEmbeddings OpenAIOpenAI Chat ModelSimple MemoryRecursive Character Text SplitterPinecone Vector StoreDefault Data LoaderVector Store Question Answer Tool
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