PyPI page
Home page
Author:
TRW Framework
Summary:
Persistent memory engine with hybrid retrieval, tiered storage, and semantic dedup for AI agents
Latest version:
5.4.0
Required dependencies:
authlib
|
cryptography
|
fastmcp
|
httpx
|
idna
|
joserfc
|
mcp
|
numpy
|
opentelemetry-api
|
pydantic
|
pydantic-settings
|
pygments
|
pyjwt
|
pynacl
|
python-dotenv
|
python-multipart
|
rank-bm25
|
regex
|
ruamel-yaml
|
sqlite-vec
|
starlette
|
structlog
|
typing-extensions
Optional dependencies:
defusedxml
|
deptry
|
httpx
|
msgpack
|
mypy
|
numpy
|
opentelemetry-exporter-otlp-proto-http
|
opentelemetry-sdk
|
pip
|
pip-audit
|
pysqlite3-binary
|
pytest
|
pytest-asyncio
|
pytest-cov
|
pytest-xdist
|
ruff
|
sentence-transformers
|
setuptools
|
torch
|
transformers
|
vulture
Downloads last day:
19
Downloads last week:
494
Downloads last month:
2,876
7-day smoothing