TeaL;DR is the Discord bot I built because I was tired of scrolling.
Ask it anything about your server — it actually finds it.
Not technically — it works fine. But try finding a message when you don't remember the exact words, or who said it, or when.
You're just... scrolling. Forever.
That's what TeaL;DR solves.
It runs 7 different retrieval pipelines depending on what you're actually asking.
A simple lookup uses hybrid search — BM25 for keywords, dense vectors for meaning, fused together with Reciprocal Rank Fusion so neither one misses what the other would catch.
A "who knows about X" question traverses a Neo4j knowledge graph instead.
A recap pulls from pre-summarized hourly chunks so it's actually fast.
And it doesn't hallucinate. There's a confidence layer that rejects weak results, and if the first search pass wasn't good enough, it re-searches with a smarter query before responding.
I got tired of AI tools making things up, so I made sure this one just says "I don't know" when it doesn't.
// CTRL+F FOR YOUR DISCORD SERVER
/askAsk the bot about anyone and anything
Natural language queries that actually understand context
/lookupGive clues to find the exact text you were looking for
Hybrid BM25 + vector search for precision
/recapSummarize based on a time period
Set it up for daily DMs if you want to stay updated without reading everything
// FOR THE NERDS
// COMMANDS
ALL 18 COMMANDS AVAILABLE:
// INTERACTIVE
Select a command and fill in the parameters to see how it works
Search through your server history with natural language
Command Preview:
/askExecute a command to see the response
Add TeaL;DR to your Discord server and unlock instant semantic search across your entire message history.