Introducing Telegram Search Engine 🎉

TSE is a telegram crawler you can build other projects on top of.

Out of the box it comes with:

✅ Channel discovery — keyword "phone" and it will search using that or give it a seed channel -> link-graph crawling (follows mentions, forwards) that snowballs seeds into thousands of channels

✅ AI analysis — a local LLM classifies every channel, writes a summary, no API keys.

✅ Real search — typo-tolerant, relevance-ranked search (Meilisearch)

✅ Quality scoring — channels ranked by activity, content quality, network influence (PageRank) & freshness

✅ Community graph — an interactive, Obsidian-style map of how channels reference each other.

🐳 Self-hosted & open source — one docker (Postgres + search + API + UI).

The live demo explores a frozen snapshot of tech-community channels as a proof of concept.
https://telegramsearchengine.dev/

explore and also drop a star : https://github.com/Brooksolomon/Telegram-Search-Engine

Hey guys, heading back to Dubai Saturday!

Since prices are still way better there compared to Ethiopia, I’m taking orders again. I have space for tech, lifestyle, family, and personal care items.

You can browse items yourself directly on Amazon.ae and just send me the exact link @fasilminale. This includes:

- Fashion: Shoes, clothes, and accessories (send your exact size).

- Perfumes & Beauty: Premium fragrances, cosmetics, and skincare.

- Health & Personal Care: Supplements, grooming kits, and essentials.

- Baby Products: High-quality baby clothes, feeding gear, or toys.

- Grocery: Hard-to-find snacks, chocolates, or specialty food items.

Just make sure to filter your search by "Prime" or "Ship from UAE" so the items arrive before I leave.

I am NOT accepting orders for keyboards or large peripherals on this trip due to luggage space limits.

@etdevsresource