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
Metadata
Release files for hmg-sdk 1.6.6
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Source distribution (sdist)
| File | Size | Uploaded | Provenance | |
|---|---|---|---|---|
| hmg_sdk-1.6.6.tar.gz | 4.8 kB | Without provenance | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| hmg_sdk-1.6.6-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 9.8 kB
Release files / hmg_sdk-1.6.6.tar.gz
| Download URL | hmg_sdk-1.6.6.tar.gz |
|---|---|
| Size | 4.8 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
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No |
| Uploaded via |
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Release files / hmg_sdk-1.6.6-py3-none-any.whl
| Download URL | hmg_sdk-1.6.6-py3-none-any.whl |
|---|---|
| Size | 5.0 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
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No |
| Uploaded via |
twine/6.2.0 CPython/3.14.5
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