RAG & Knowledge BasesproFluxonLab library

Chat with GitHub Openapi Specification Using RAG (Pinecone and OpenAI)

by FluxonLab Importadapted from ManualUpdated May 2026

RequiresOpenAI

1/5

FLOWS

STEPS · 5

Run manually by an operator

On chat message, answers questions about a GitHub OpenAPI spec using an OpenAI agent over a Pinecone vector store.

Wait & Embeddingsmistralcloud

On a chat message, loads and embeds files into a Qdrant vector store, then answers queries via an OpenAI agent with memory.

On a chat message, embeds and indexes files into Qdrant, then answers with an OpenAI agent over retrieved context.

On a webhook chat query, retrieves answers from Google Drive documents embedded in Qdrant using OpenAI and responds to the request.