TgRAG
Pre-launch

RAG for Telegram
AI Search for Telegram Channels

Build your own Retrieval-Augmented Generation (RAG) for Telegram. Transform your channels into an intelligent knowledge base with AI-powered semantic search and instant answers with source citations across multiple channels.

Get early access See demo →

How TgRAG Telegram Search Works

Experience semantic search across your Telegram channels in real-time

tgrag-chat
$ tgrag query
› What are the latest AI trends?
Searching 2 channels...
@cryptonews
@airesearch
Based on 23 messages from AI Research:
Latest trends include multimodal AI, autonomous agents, and LLM optimization...
Sources: 3 messages • 2 channels
1

Select channels

Choose which Telegram channels to index. Public or private, we process them all.

2

AI indexes instantly

Our system processes every message, creates semantic embeddings, and builds your knowledge base.

3

Search naturally

Ask questions in plain language. Get precise answers with source citations.

Telegram Search Use Cases

Built for crypto traders, researchers, marketers and AI developers

Crypto traders

Monitor 30+ crypto analysis Telegram channels. Track trading signals, market insights, and alpha opportunities with AI-powered semantic search across all your channels.

AI agents & developers

Give your AI agents contextual knowledge from Telegram channels via REST API. Build smarter assistants with real-time Telegram data and semantic search capabilities.

Researchers & analysts

Aggregate knowledge from expert Telegram channels. Get precise citations for research papers. Save hours of manual Telegram channel search with intelligent semantic queries.

Marketers & businesses

Track competitors and industry trends across Telegram channels. Analyze brand mentions and market sentiment automatically with cross-channel semantic search.

AI Telegram Search Features

Advanced semantic search capabilities for comprehensive Telegram channel analysis

Semantic search
AI understands meaning, not just keywords
Cross-channel insights
Find connections between channels
Source citations
Every answer links to original messages
API access
Integrate into your workflows
Smart alerts
Get notified about important topics
Privacy first
Your data stays isolated and secure

Built on modern infrastructure

TgRAG uses Cloudflare's edge network for instant global access, D1 for privacy-first data storage, and advanced AI models for semantic understanding.

Cloudflare Workers & D1
Vector embeddings for semantic search
Real-time indexing
RESTful API
// Example API request
const response = await fetch(
'https://api.tgrag.com/search',
{
method: 'POST',
body: JSON.stringify(({
query: 'latest AI trends',
channels: ['@airesearch']
})
}
);
// Returns structured data with sources

FAQ

How does it work with private channels?

You need to have access to the channel. Indexing is done on your behalf with your consent and permissions.

Can I export results?

Yes. Export to CSV/JSON and integration via API are available.

Are media files supported?

OCR for images and transcription for audio/video are coming in future releases.

Is there an API?

Yes. RESTful API with full documentation available in Pro and Team plans.

Join the waitlist

Get early access and 50% lifetime discount