Hey Product Hunt community! I'm building TgRAG https://tgrag.com/ - a tool that turns your Telegram channels into a searchable AI knowledge base. The Problem
I follow 30+ Telegram channels for crypto analysis, AI research, and tech news. Finding information is painful. Telegram's search only matches exact keywords, messages get buried, and I was missing important signals worth thousands of dollars. The Solution
TgRAG uses semantic AI search to solve this: 1. Select channels - Choose any public or private Telegram channels
2. AI indexes - We process every message with vector embeddings
3. Search naturally - Ask questions in plain language, get instant answers with sources Technical Details
- Semantic search using vector embeddings
- Real-time indexing of new messages
- RESTful API for integrations
- Privacy-first architecture Use Cases
- Crypto traders - Monitor 30+ signal channels without missing alpha
- AI agents - Give your agents contextual knowledge via API
- Researchers - Aggregate expert insights across channels
- Marketers - Track competitors and industry trends Current Status
We're in **pre-launch** mode collecting feedback. The landing page is live at **tgrag.com** and we're building out the core product. What I'd Love Feedback On
1. Would you use this? What channels would you index?
2. What features are must-haves vs nice-to-haves?
3. Pricing: Would you pay $10/month for 10 channels, or prefer pay-per-channel?
4. API use cases: How would you integrate this into your workflow? Early Access
Join the waitlist at **tgrag.com** - early users get 50% lifetime discount. I'm here to answer any questions!

Hi
What we re building

An AI driven Micro SaaS that runs themed Telegram channels end to end using a user s digital twin (style, tone, interests):

• Research: generates focused web queries based on the channel s profile; fetches fresh sources.

• Curation: ranks/dedupes content; filters low signal links.

We built CRYPTO 5 to cut through noisy market data and turn messy inputs into clear, auditable insights. No hard coded mappings, transparent reasoning, multilingual chat, and real time monitoring so teams can move from question decision with confidence.

We d love to learn from your workflow:

• What s the hardest part of getting from idea to action today?

• Which integrations/datasets are must have for you (on chain, news, social, L2s, etc.)?