Building Sulci, the semantic cache for LLM apps and Agentic AI. When a new query means the same thing as a past one, you get the cached answer instead of another model call.

Context-aware: pass a session and the same follow-up in two conversations searches with two different vectors.

Open source, Apache 2.0. Patent pending.

https://sulci.io https://github.com/sulci-io/sulci-oss pip install "sulci[sqlite]"