smaramwbc

smaramwbc/statewave

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.

54 good first / help-wanted issues · Python · last activity Sep 16, 2026

351 stars 28 forks 351 watchers Python Apache License 2.0
agent-memory ai-agents llm memory pgvector postgres provenance python rag statewave
54 Open Issues Need Help Last updated: Sep 16, 2026

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smaramwbc/statewave
351

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.

Python
#agent-memory#ai-agents#llm#memory#pgvector#postgres#provenance#python#rag#statewave
smaramwbc/statewave
351

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.

Python
#agent-memory#ai-agents#llm#memory#pgvector#postgres#provenance#python#rag#statewave
smaramwbc/statewave
351

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.

Python
#agent-memory#ai-agents#llm#memory#pgvector#postgres#provenance#python#rag#statewave
smaramwbc/statewave
351

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.

Python
#agent-memory#ai-agents#llm#memory#pgvector#postgres#provenance#python#rag#statewave
smaramwbc/statewave
351

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.

Python
#agent-memory#ai-agents#llm#memory#pgvector#postgres#provenance#python#rag#statewave
smaramwbc/statewave
351

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.

Python
#agent-memory#ai-agents#llm#memory#pgvector#postgres#provenance#python#rag#statewave
smaramwbc/statewave
351

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.

Python
#agent-memory#ai-agents#llm#memory#pgvector#postgres#provenance#python#rag#statewave
smaramwbc/statewave
351

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.

Python
#agent-memory#ai-agents#llm#memory#pgvector#postgres#provenance#python#rag#statewave
smaramwbc/statewave
351

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.

Python
#agent-memory#ai-agents#llm#memory#pgvector#postgres#provenance#python#rag#statewave
smaramwbc/statewave
351

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.

Python
#agent-memory#ai-agents#llm#memory#pgvector#postgres#provenance#python#rag#statewave
smaramwbc/statewave
351

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.

Python
#agent-memory#ai-agents#llm#memory#pgvector#postgres#provenance#python#rag#statewave
smaramwbc/statewave
351

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.

Python
#agent-memory#ai-agents#llm#memory#pgvector#postgres#provenance#python#rag#statewave
smaramwbc/statewave
351

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.

Python
#agent-memory#ai-agents#llm#memory#pgvector#postgres#provenance#python#rag#statewave
smaramwbc/statewave
351

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.

Python
#agent-memory#ai-agents#llm#memory#pgvector#postgres#provenance#python#rag#statewave
smaramwbc/statewave
351

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.

Python
#agent-memory#ai-agents#llm#memory#pgvector#postgres#provenance#python#rag#statewave
smaramwbc/statewave
351

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.

Python
#agent-memory#ai-agents#llm#memory#pgvector#postgres#provenance#python#rag#statewave
smaramwbc/statewave
351

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.

Python
#agent-memory#ai-agents#llm#memory#pgvector#postgres#provenance#python#rag#statewave
smaramwbc/statewave
351

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.

Python
#agent-memory#ai-agents#llm#memory#pgvector#postgres#provenance#python#rag#statewave
smaramwbc/statewave
351

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.

Python
#agent-memory#ai-agents#llm#memory#pgvector#postgres#provenance#python#rag#statewave
smaramwbc/statewave
351

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.

Python
#agent-memory#ai-agents#llm#memory#pgvector#postgres#provenance#python#rag#statewave
smaramwbc/statewave
351

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.

Python
#agent-memory#ai-agents#llm#memory#pgvector#postgres#provenance#python#rag#statewave
smaramwbc/statewave
351

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.

Python
#agent-memory#ai-agents#llm#memory#pgvector#postgres#provenance#python#rag#statewave
smaramwbc/statewave
351

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.

Python
#agent-memory#ai-agents#llm#memory#pgvector#postgres#provenance#python#rag#statewave
smaramwbc/statewave
351

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.

Python
#agent-memory#ai-agents#llm#memory#pgvector#postgres#provenance#python#rag#statewave
smaramwbc/statewave
351

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.

Python
#agent-memory#ai-agents#llm#memory#pgvector#postgres#provenance#python#rag#statewave
smaramwbc/statewave
351

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.

Python
#agent-memory#ai-agents#llm#memory#pgvector#postgres#provenance#python#rag#statewave
smaramwbc/statewave
351

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.

Python
#agent-memory#ai-agents#llm#memory#pgvector#postgres#provenance#python#rag#statewave
smaramwbc/statewave
351

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.

Python
#agent-memory#ai-agents#llm#memory#pgvector#postgres#provenance#python#rag#statewave
smaramwbc/statewave
351

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.

Python
#agent-memory#ai-agents#llm#memory#pgvector#postgres#provenance#python#rag#statewave
smaramwbc/statewave
351

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.

Python
#agent-memory#ai-agents#llm#memory#pgvector#postgres#provenance#python#rag#statewave
smaramwbc/statewave
351

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.

Python
#agent-memory#ai-agents#llm#memory#pgvector#postgres#provenance#python#rag#statewave
smaramwbc/statewave
351

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.

Python
#agent-memory#ai-agents#llm#memory#pgvector#postgres#provenance#python#rag#statewave
help wanted good first issue
smaramwbc/statewave
351

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.

Python
#agent-memory#ai-agents#llm#memory#pgvector#postgres#provenance#python#rag#statewave
smaramwbc/statewave
351

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.

Python
#agent-memory#ai-agents#llm#memory#pgvector#postgres#provenance#python#rag#statewave
smaramwbc/statewave
351

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.

Python
#agent-memory#ai-agents#llm#memory#pgvector#postgres#provenance#python#rag#statewave
smaramwbc/statewave
351

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.

Python
#agent-memory#ai-agents#llm#memory#pgvector#postgres#provenance#python#rag#statewave
smaramwbc/statewave
351

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.

Python
#agent-memory#ai-agents#llm#memory#pgvector#postgres#provenance#python#rag#statewave
smaramwbc/statewave
351

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.

Python
#agent-memory#ai-agents#llm#memory#pgvector#postgres#provenance#python#rag#statewave
smaramwbc/statewave
351

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.

Python
#agent-memory#ai-agents#llm#memory#pgvector#postgres#provenance#python#rag#statewave
smaramwbc/statewave
351

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.

Python
#agent-memory#ai-agents#llm#memory#pgvector#postgres#provenance#python#rag#statewave
help wanted good first issue
smaramwbc/statewave
351

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.

Python
#agent-memory#ai-agents#llm#memory#pgvector#postgres#provenance#python#rag#statewave
smaramwbc/statewave
351

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.

Python
#agent-memory#ai-agents#llm#memory#pgvector#postgres#provenance#python#rag#statewave
smaramwbc/statewave
351

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.

Python
#agent-memory#ai-agents#llm#memory#pgvector#postgres#provenance#python#rag#statewave
smaramwbc/statewave
351

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.

Python
#agent-memory#ai-agents#llm#memory#pgvector#postgres#provenance#python#rag#statewave
smaramwbc/statewave
351

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.

Python
#agent-memory#ai-agents#llm#memory#pgvector#postgres#provenance#python#rag#statewave
smaramwbc/statewave
351

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.

Python
#agent-memory#ai-agents#llm#memory#pgvector#postgres#provenance#python#rag#statewave
documentation enhancement help wanted
smaramwbc/statewave
351

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.

Python
#agent-memory#ai-agents#llm#memory#pgvector#postgres#provenance#python#rag#statewave
smaramwbc/statewave
351

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.

Python
#agent-memory#ai-agents#llm#memory#pgvector#postgres#provenance#python#rag#statewave
smaramwbc/statewave
351

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.

Python
#agent-memory#ai-agents#llm#memory#pgvector#postgres#provenance#python#rag#statewave
smaramwbc/statewave
351

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.

Python
#agent-memory#ai-agents#llm#memory#pgvector#postgres#provenance#python#rag#statewave
smaramwbc/statewave
351

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.

Python
#agent-memory#ai-agents#llm#memory#pgvector#postgres#provenance#python#rag#statewave
smaramwbc/statewave
351

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.

Python
#agent-memory#ai-agents#llm#memory#pgvector#postgres#provenance#python#rag#statewave
smaramwbc/statewave
351

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.

Python
#agent-memory#ai-agents#llm#memory#pgvector#postgres#provenance#python#rag#statewave
smaramwbc/statewave
351

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.

Python
#agent-memory#ai-agents#llm#memory#pgvector#postgres#provenance#python#rag#statewave