RAG & Knowledge Basesfree

RAG Telegram BOT with Google Drive & Local LLM (Ollama)

by Ali HAIDERUpdated Aug 2026

Requires

Postgres

Google Drive

1/5

FLOWS

STEPS · 19

Starts on an incoming request

On a Telegram message webhook, retrieves context from Postgres and Google Drive documents and replies with a RAG-generated answer via Telegram.

Telegram with OpenAI — Google Calendar

On webhook input, an OpenAI agent answers from a Qdrant store of Google Drive docs, books Google Calendar events, and replies on Telegram.

On a webhook, an OpenAI RAG agent over Qdrant answers questions, checks Google Calendar, and replies; indexes Google Drive docs.

On a webhook query, answers from WordPress content embedded into a Supabase vector store, using OpenAI and Postgres chat memory.