soma

Soma is an autonomous background cognition engine designed for persistent knowledge management. It utilizes a knowledge graph and zero-token reasoning layers to process information. The agent escalates to large language models when necessary, while remaining cost-aware. Developers can leverage Soma to build applications requiring continuous learning and reasoning capabilities. It is particularly useful for applications needing to maintain and utilize a dynamic knowledge base.

Soma solves the problem of managing and reasoning over large, evolving datasets. Instead of manually updating and querying knowledge, developers can use Soma to automate these tasks and enable more intelligent applications.