Self-evolving Context Database for AI Agents. Unify Agent Memory, Knowledge RAG and Skills.

Enhanced, persistent web search plugin for DeepSeek Harness (multi-engine search, SQLite+LRU cache, platform backends, Playwright rendering)

Local and remote knowledge bases for DeepSeek Harness, with scoped recall, controlled write-back, and a Web management console