sentence-transformers>=2.7.0
torch>=2.0.0
transformers<4.54.0,>=4.38.0
usearch>=2.9.0
FlagEmbedding>=1.2.0
pandas>=2.0.0
numpy>=1.22.0
tqdm>=4.60.0
beautifulsoup4>=4.9.0
pillow>=10.0.0
click>=8.0.0

[all]
deep-semantic-search[captioning,clustering,llm,reranking,viz]

[captioning]
einops>=0.7.0
timm>=0.9.0

[clustering]
scikit-learn>=1.3.0

[dev]
deep-semantic-search[all]
pytest>=7.0
ruff>=0.4.0

[llm]
litellm>=1.0.0

[reranking]

[viz]
matplotlib>=3.5.0
