cocapn-archives 0.1.0

Long-term memory with TF-IDF retrieval — captured intelligence must be retrievable

archives

Long-term memory with TF-IDF retrieval. Captured intelligence must be retrievable, not just stored. The fleet's elephant memory.

Usage

from archives import Archives, Document

arch = Archives()
arch.store(Document(id="t1", content="Lyapunov stability in multi-agent systems", tags=["math"]))
arch.store(Document(id="t2", content="Bayesian belief updates for fleet trust", tags=["ml"]))

results = arch.query("stability convergence")
top = results.top(3)
for doc, score in top:
    print(f"{doc.id}: {score:.3f}")

Zero deps (no numpy). pip install archives