sparsion 0.1.0

Temporal memory engine for AI agents

Sparsion

Temporal memory engine for AI agents. Python SDK backed by a Rust core.

from sparsion import Runtime

rt = Runtime("./agent.db")
rt.record("user", "decision", "Switch to Svelte", importance="critical")
rt.record("user", "observation", "Build takes 12s")

memories = rt.query(limit=5)
for m in memories:
    print(f"[{m['tier']}] {m['content']} (salience: {m['salience']:.2f})")

result = rt.sweep()
print(f"Swept {result['total_processed']} memories, forgot {result['forgotten']}")

See the main repo for full docs.