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

CodeLore V0 is outttt 🔥

Hey everyone 👋

I've been working on something called CodeLore, and v0 is finally out 😊

CodeLore is a place where programming concepts are explained using stories, chaos, and weird analogies so they're easier to understand and remember.

You can:
✅ Read lores from the community
✅ Write and publish your own
✅ like the good ones
✅ Search by topic or tag
✅ Share them anywhere
✅ Install it as a mobile app

Built with React, TypeScript, Tailwind, Framer Motion, and Supabase.

Honestly, this started as a personal project to store the creative analogies I come up with while learning.

Later, I thought it would be cool to make it available for others who want a place to save and share their own explanations.

If you're someone who likes getting creative while learning, give it a try 👇

https://code-lore-flax.vercel.app/

I'd be happy to hear your feedback and suggestions 😊

#projects