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AI Agents

Open-source memory runtime for AI agents — reproducible, provenance-tagged context bundles instead of query-time retrieval. Apache-2.0, self-hosted on Postgres + pgvector, Python + TypeScript SDKs.

★ 35930 forksPythonApache-2.0smaramwbc

Self-hosted memory runtime for AI agents that ingests events, compiles structured memories, and assembles deterministic, token-bounded context bundles with provenance. Runs on PostgreSQL and pgvector and offers Python and TypeScript SDKs.

Use Cases

Persist user preferences across agent sessionsProvide project memory to long-running coding agentsSupply returning-customer context to support agentsTrace assembled context back to source eventsGenerate handoff context for agent escalations

Built With

Language
Python
Frameworks
FastAPI · LiteLLM · SQLAlchemy · pgvector · PostgreSQL

Tags

agent memory · persistent memory · provenance · context assembly · memory runtime · self-hosted · multi-tenant · PostgreSQL

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