RAG & Knowledge Basesfree

Adaptive Email Auto Responder with GPT 4, RAG and Human Feedback Loop

by LeeWeiUpdated Aug 2026

RequiresOpenAI

Google Sheets

Gmail

1/5

FLOWS

STEPS · 15

Starts on a Gmail event

On a new Gmail message, retrieves context from a Supabase vector store, drafts a reply with OpenAI, logs to Google Sheets, and sends via Gmail.

HTTP Data To Vector Embeddings

On manual run, fetches HTTP data, logs it to Google Sheets, embeds it with OpenAI, and stores it in a vector database.

On a Slack or chat message, a RAG agent retrieves from Pinecone using OpenAI and Anthropic models and replies via Gmail.

On an incoming Gmail or chat message, embeds Slack content into Pinecone and answers queries with OpenAI and Anthropic agents.