TeaL;DR _
INVITE

You know the conversation happened.
You just can't find it.

Ctrl + F for your Discord server

ADD TO DISCORDVIEW DOCS
7
Retrieval Pipelines
Hybrid
BM25 + Vectors
0
Hallucinations

Discord search is broken.

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.

// CTRL+F FOR YOUR DISCORD SERVER

Key Commands

/ask

Ask the bot about anyone and anything

Natural language queries that actually understand context

/lookup

Give clues to find the exact text you were looking for

Hybrid BM25 + vector search for precision

/recap

Summarize based on a time period

Set it up for daily DMs if you want to stay updated without reading everything

// FOR THE NERDS

Technical Details

→ BM25 keyword matching + dense vector semantic search
Both exact keywords and semantics matter. Fused with RRF.
→ 7 different retrieval pipelines
Simple lookup hits hybrid search, "who knows X" traverses Neo4j graph via Cypher
→ Confidence gating layer
Rejects weak retrieval results. No hallucinations.
→ Corrective RAG loop
Re-searches with refined query if first pass wasn't good enough

// SEE IT IN ACTION

Watch How It Works

Real demonstration of TeaL;DR in action — searching, finding, and delivering results instantly.

Natural Language
Ask questions like you would to a human
Instant Results
Get answers in milliseconds
Source Citations
Every answer backed by actual messages

// COMMANDS

TYPE & EXECUTE

ALL 18 COMMANDS AVAILABLE:

/ask
Natural language search
/lookup
Exact message search
/recap
AI conversation summaries
/private_session
Temporary indexing control (Admin)
/stats
Server analytics
/export
Export to CSV/JSON/MD/TXT
/quiz
Trivia game from history
/wrapped
Yearly server summary
/timemachine
Historical events
/settings
Configure bot (Admin)
/customize
Bot personality (Admin)
/clear
Clear context
/help
Show all commands
/request-summary
DM/email summaries
/bug-summary
Bug discussions
/dm-settings
DM preferences
/summary-topics
Topic filtering
/summary-servers
Server selection

// INTERACTIVE

TRY IT LIVE

Try a Command

Select a command and fill in the parameters to see how it works

Search through your server history with natural language

Parameters

Command Preview:

/ask
TeaL;DR Response

Execute a command to see the response

READY?

Add TeaL;DR to your Discord server and unlock instant semantic search across your entire message history.

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