Tool retrieval that keeps agents fast, cheap, and accurate
ToolSEE indexes and selects only the tools your agent needs for each request — drastically reducing prompt bloat, latency, and cost.
- Real-time search across tool catalogs
- Top-k selection for concise context
- Dynamic expansion via runtime search_tools
How it works
Ingest tools
Embed names, descriptions, and metadata into a small in-memory index.
Retrieve
Rank tools by relevance to a user query and attach only the top-k tools to the agent.
Run with fewer tokens
Smaller prompt sizes mean lower latency, cost, and fewer hallucinations.
Demo snapshot
Selection and latency comparison
Get started
See the full README for install and examples.