RAG & Knowledge Basesfree

Multi Modal AI Agent Assistant (GPT 4o & MongoDB) with Gmail Tool Use

by NanaBUpdated Aug 2026

Requires

TelegramOpenAI

Gmail

1/5

STEPS · 24

Starts on a Telegram event

On a Telegram message, an OpenAI agent with MongoDB memory answers, sends email via Gmail, and replies on Telegram.

RAG Support Agent With Pinecone

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.

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