Open-source memory for AI agents. Conflict-flagging recall, scope-bag dispersion, local SQLite.
Confidence-flagging memory for AI agents. Every recalled fact comes annotated with whether the field agrees, disagrees, or has no opinion — so your agent knows what to trust. Website · Research · Docs · Desktop app This repository is the open-source home of the Atlaso Python SDK — . The SDK gives any Python application the same conflict-aware memory layer that powers the Atlaso desktop app. See…
Verification confirms publisher identity (repo ownership), not code safety. The security scan covers known CVEs and suspicious install scripts — it cannot prove the absence of malicious code.
Confidence-flagging memory for AI agents. Every recalled fact comes annotated with whether the field agrees, disagrees, or has no opinion — so your agent knows what to trust. Website · Research · Docs · Desktop app This repository is the open-source home of the Atlaso Python SDK — . The SDK gives any Python application the same conflict-aware memory layer that powers the Atlaso desktop app. See for the full surface — multi-tenant , framework adapters (LangChain, LlamaIndex, DSPy, OpenAI Agents,…