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Summary:
Local-first Memory Framework for AI Agents · 99.2% LongMemEval-S retrieval @ k=10 · Supports Claude · Gemini · Antigravity · OpenCode · OpenClaw · Hermes · MCP-native and plugins · Hybrid search (FTS5 + vector + MMR) · GDPR · FIPS 140-3 deployment-ready · 100% local (fully offline) or cloud capable
Latest version:
2026.7.7.2
Required dependencies:
beautifulsoup4
|
chromadb-client
|
cryptography
|
defusedxml
|
fastmcp
|
fpdf2
|
httpx
|
keyring
|
mcp
|
numpy
|
psutil
|
psycopg2-binary
|
pyobjc-framework-corewlan
|
python-dotenv
|
pywin32
|
pyyaml
|
rapidfuzz
|
requests
|
sqlglot
|
tqdm
|
urllib3
Optional dependencies:
build
|
fastapi
|
gliner
|
mypy
|
psycopg
|
pytest
|
pytest-asyncio
|
ruff
|
scipy
|
sentence-transformers
|
sqlite-vec
|
torch
|
transformers
|
twine
|
types-pyyaml
|
types-requests
|
types-setuptools
|
uvicorn
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