This is neat! It tackles a boring but real problem with agents. When you have too many tools, the model gets confused. This is a good search box for its tools instead of dumping everything into the prompt. Benchmarks is amazing!

Thank you! Let us know how it works if you try it out :) of course real world is another story, but we agree benchmarks are amazing indeed!

really cool, first time I've seen anyone treat "which tools does my agent even get to see" as its own problem. Is the roadmap more about pushing deeper on the retrieval side over time, or mostly about covering more frameworks/languages?

Thank you! Right now we're adding some frameworks adapters to lower the adoption friction, and pushing deeper on new algorithms on the retrieval side. More languages support is not on the radar yet, but we accept contributions! :)

Benchmarks looks very promising! I’ll try to test this new tool in the next few days thanks for sharing!

Thank you mate! Please share your feedback :)

This looks so nice!

I see you built the core in Rust with bindings to TS/Python. y?

Yes! I should have mentioned in the original post. It was actually built in Typescript at first, but then the performance were not good enough for production use cases. With Rust the footprint was way lower, and we managed tear the latency down from 200ms to 20ms for a single search

man this could save me so much money lol

Would love to hear your feedback if you can try it. We initially rolled out BM25 for tool search as it worked best for us internally. Recently rolled out also embeddings and an hybrid option that is being tested in production as we speak