RAG & Knowledge BasesproFluxonLab library

Website RAG Agent With Milvus

by FluxonLab Importadapted from SplitoutUpdated May 2026

RequiresOpenAI

1/5

FLOWS

STEPS · 10

Run manually by an operator

On chat message, scrapes web pages, embeds them into Milvus with OpenAI, and answers via a retrieval agent.

Chat File Agent with HTTP Request

On a chat message or Google Drive upload, embeds files into Supabase and answers questions with an OpenAI RAG agent.

Processes files and images, builds OpenAI embeddings, and stores extracted, enriched records in Airtable.

Embeds documents into Supabase with OpenAI, then lets a chat-triggered agent answer questions using the Supabase vector store.