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Author:
None
License:
MIT
Summary:
Decision intelligence system for AI agents - hierarchical memory with outcome-weighted retrieval
Latest version:
5.0.1
Required dependencies:
aiohttp
|
alembic
|
apscheduler
|
asyncpg
|
certifi
|
cryptography
|
falkordb
|
fastapi
|
httpx
|
mcp
|
nats-py
|
opentelemetry-api
|
opentelemetry-instrumentation-fastapi
|
opentelemetry-sdk
|
orjson
|
pgvector
|
prometheus-client
|
pydantic
|
pydantic-settings
|
pyjwt
|
python-ulid
|
sqlalchemy
|
structlog
|
temporalio
|
uvicorn
Optional dependencies:
dowhy
|
econml
|
httpx
|
mypy
|
numpy
|
openai
|
pandas
|
plotly
|
pytest
|
pytest-asyncio
|
pytest-cov
|
qdrant-client
|
ruff
|
sentence-transformers
|
streamlit
|
testcontainers
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