anthropic<1.0,>=0.86
beautifulsoup4<5.0,>=4.12
httpx<1.0,>=0.27
neo4j<7.0,>=5.0
qdrant-client<2.0,>=1.7
rapidfuzz<4.0,>=3.0
python-frontmatter<2.0,>=1.0
watchdog<7.0,>=4.0
langchain<2.0,>=1.0
langchain-community<1.0,>=0.4
langchain-neo4j<1.0,>=0.3
scikit-learn<2.0,>=1.3
umap-learn<1.0,>=0.5
ollama<1.0,>=0.4
numpy<3.0,>=1.26
pymupdf<2.0,>=1.24
openai<3.0,>=1.0
tenacity<10.0,>=8.0
google-auth-httplib2<1.0,>=0.2
google-auth-oauthlib<2.0,>=1.0
google-api-python-client<3.0,>=2.0
croniter<7.0,>=2.0
defusedxml<1.0,>=0.7
geopy<3.0,>=2.4
gitpython<4.0,>=3.1
mcp>=1.0
Pillow<12.0,>=10.0
pillow-heif<2.0,>=1.1
prometheus-client<1.0,>=0.20
prompt_toolkit<4.0,>=3.0
rich<15.0,>=13.0
sentence-transformers<6.0,>=3.0

[dev]
pytest>=8.0
pytest-asyncio>=0.23
piexif<2.0,>=1.1
ruff>=0.8
