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Author:
Junting Hua
License:
Apache-2.0
Summary:
M-flow builds semantic memory layers that help LLMs reason over your data with structured knowledge graphs.
Latest version:
0.3.6
Required dependencies:
aiohttp
|
aiolimiter
|
aiosqlite
|
alembic
|
diskcache
|
fastapi
|
fastapi-users
|
fastembed
|
filetype
|
instructor
|
jinja2
|
kuzu
|
lancedb
|
limits
|
litellm
|
lxml
|
numpy
|
openai
|
pydantic
|
pydantic-settings
|
pylance
|
pypdf
|
python-dotenv
|
python-magic-bin
|
python-multipart
|
sqlalchemy
|
structlog
|
tenacity
|
tiktoken
|
typing-extensions
|
uvicorn
|
websockets
Optional dependencies:
anthropic
|
apscheduler
|
asyncpg
|
baml-py
|
beautifulsoup4
|
chinese-coref
|
chromadb
|
cohere
|
coverage
|
debugpy
|
deepeval
|
deptry
|
dlt
|
docling
|
fastembed
|
gdown
|
gitpython
|
google-genai
|
graphiti-core
|
groq
|
gunicorn
|
langchain-aws
|
langchain-text-splitters
|
langfuse
|
langsmith
|
llama-index-core
|
matplotlib
|
mistral-common
|
mkdocs-material
|
mkdocs-minify-plugin
|
mkdocstrings
|
modal
|
mypy
|
neo4j
|
notebook
|
onnxruntime
|
pandas
|
pgvector
|
pinecone
|
playwright
|
plotly
|
posthog
|
pre-commit
|
protego
|
psycopg2
|
psycopg2-binary
|
pylint
|
pymilvus
|
pypika
|
pytest
|
pytest-asyncio
|
pytest-cov
|
redis
|
ruff
|
s3fs
|
scikit-learn
|
sentry-sdk
|
spacy
|
tavily-python
|
transformers
|
tree-sitter
|
tree-sitter-python
|
unstructured
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