areev-langgraph
Areev persistence for LangGraph — checkpoints and long-term memory as content-addressed, governable grains.
from areev_langgraph import AreevCheckpointSaver, AreevStore
saver = AreevCheckpointSaver("./threads") # one thread = one memory file
store = AreevStore("./memories.db") # shared long-term memory
graph = builder.compile(checkpointer=saver, store=store)
Why this backend:
- Every edit is history.
putsupersedes, never overwrites;deleteis a tombstone. Time-travel that LangGraph promises at the API level is what the storage actually does. - One thread = one memory file.
delete_threaderases a file — the cleanest possible right-to-erasure story — and a thread's history replicates, forks, and exports as one unit. - Governance for free. The same file works with
areevCLI tooling: DSAR subject reports, audited destruction, retention policies with floors and legal holds, run-aware provenance joins.
Notes and honest bounds:
- TTL is not supported (
supports_ttl = False): retention is declarative and audited (areev retention), never a per-item timer.ttl/refresh_ttlarguments are accepted and ignored. searchpost-filters operator queries over a bounded candidate pool (1000 items per call, documented instore.py).- Pickled payloads from other checkpointers are not imported; migration skips and reports them.
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