Lians-ai/Lians

integration: add a minimal PydanticAI memory example about 3 hours ago

enhancement help wanted integration

4

Open-source decision evidence and reconstruction for production AI agents. Bitemporal memory, Decision Receipts, runtime gates, and blast-radius investigation.

Python

#agent-memory#agents#ai#ai-governance#audit-trail#bitemporal#compliance#decision-evidence#finance#hipaa#langchain#local-first#mcp#mcp-server#memory#model-context-protocol#point-in-time#python#self-hosted#temporal-memory

Community challenge: try to break Lians temporal recall about 3 hours ago

help wanted community benchmark

Lians-ai/Lians

4

Open-source decision evidence and reconstruction for production AI agents. Bitemporal memory, Decision Receipts, runtime gates, and blast-radius investigation.

Python

#agent-memory#agents#ai#ai-governance#audit-trail#bitemporal#compliance#decision-evidence#finance#hipaa#langchain#local-first#mcp#mcp-server#memory#model-context-protocol#point-in-time#python#self-hosted#temporal-memory

benchmark: add a synthetic customer-support temporal recall fixture about 3 hours ago

enhancement help wanted community benchmark

Lians-ai/Lians

4

Open-source decision evidence and reconstruction for production AI agents. Bitemporal memory, Decision Receipts, runtime gates, and blast-radius investigation.

Python

#agent-memory#agents#ai#ai-governance#audit-trail#bitemporal#compliance#decision-evidence#finance#hipaa#langchain#local-first#mcp#mcp-server#memory#model-context-protocol#point-in-time#python#self-hosted#temporal-memory

docs: verify the lookahead-bias demo across operating systems about 3 hours ago

documentation good first issue community benchmark

Lians-ai/Lians

4

Open-source decision evidence and reconstruction for production AI agents. Bitemporal memory, Decision Receipts, runtime gates, and blast-radius investigation.

Python

#agent-memory#agents#ai#ai-governance#audit-trail#bitemporal#compliance#decision-evidence#finance#hipaa#langchain#local-first#mcp#mcp-server#memory#model-context-protocol#point-in-time#python#self-hosted#temporal-memory

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