Playground

TRY THE CLM ENCODERS ON YOUR OWN INPUT

Structured Data (SDE)ThreadSystem Prompt

The Thread Encoder compresses conversations — labeled transcripts, emails, Slack threads, or raw notes — while preserving intent, actions, and resolution state. Pick a view below to see what it looks like downstream.

INPUT
643 / 2000 chars
Run the encoder to see compressed output here.

Each view reads directly from the encoder's structured output — nothing here is inferred by a separate model.