hmg-sdk 1.6.6

HMG Agent Memory SDK — Community Edition

hmg

Python SDK for the HMG agent memory system.

Install

pip install hmg-sdk

Quick Start

from hmg import HMGClient

client = HMGClient(base_url="http://localhost:8080")

# Store a decision
client.memorize(
    content="We chose PostgreSQL for the main database",
    source="architecture-review",
    modality="text",
)

# Recall it later
result = client.recall(query="database choice")
for atom in result.atoms:
    print(f"[{atom.score:.2f}] {atom.text}")

# Correct when it changes
client.correct(
    atom_id=atom.id,
    action="replace",
    reason="Migrated to CockroachDB",
    new_content="We migrated to CockroachDB for horizontal scale",
)

API Surface

Method	Description
client.memorize(...)	Store a memory atom
client.recall(...)	Recall memories by query
client.correct(...)	Correct a memory atom
client.govern(...)	Govern a memory atom's visibility
client.handoff(...)	Store a cross-session handoff
client.agent_brief(...)	Get session-start context
client.history(...)	Get correction/governance history
client.stats()	Get memory store statistics

Requirements

• Python 3.9+
• HMG daemon running (hmg daemon start)

License

Apache-2.0