RAG Corp Bot

Lightweight corporate document Q&A for Telegram

✅ Ready for Deployment

How It Works

Upload any PDF to the Telegram bot. It parses the document, splits it into semantic chunks, embeds them with Mistral AI, and stores in ChromaDB. Employees can then ask natural-language questions and get instant answers grounded in your documents.

User uploads PDF ──▶ Bot chunks + embeds ──▶ ChromaDB │ User asks question ──▶ Semantic search ──▶ Mistral generates answer ──▶ Reply

Key Features

⚡ Instant Setup

Deploy in 5 minutes. Docker compose up — ready.

🔒 Data Privacy

Everything runs on your infrastructure. No data leaves your server.

💰 Zero Cost

Mistral AI free tier (500k req/min). No API bills.

📱 Telegram Native

Works on any device. No app installs — just Telegram.

Tech Stack

Python LangChain ChromaDB Mistral AI Telegram Bot API Docker

Use Cases

Employee handbook Q&A for HR departments
Product documentation assistant for support teams
Internal policy and compliance queries
Technical specification lookup for engineers
Training material interactive assistant