RAG & Knowledge Basesfree

Chat-internal-documents

by Lakindu SiriwardanaUpdated Aug 2026

Requires

Google Drive

SupabaseOllama

1/5

FLOWS

STEPS · 16

Starts on a Google Drive event

On new Google Drive files, embeds documents into Supabase using Ollama and answers chat queries 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.

When files are added to Google Drive, embeds them into Pinecone with Gemini, letting a chat agent answer questions over the documents.

When files are added to Google Drive, indexes them into Milvus with Cohere embeddings so an OpenAI chat agent answers questions.