© 2025-2026 PySpect
| Package | Optional | Group |
|---|---|---|
| gritlm | false | |
| colpali-engine | true | all |
| pyvespa | true | mteb |
| sauerkrautlm-colpali | true | all |
| pytrec-eval-terrier | false |
| requests | false |
| rich | false |
| scikit-learn | false |
| scipy | false |
| sentence-transformers | false |
| torch | false |
| tqdm | false |
| transformers | false |
| typing-extensions | false |
| accelerate | true | visrag-ret |
| bm25s | true | bm25s |
| cachetools | true | leaderboard |
| codecarbon | true | codecarbon |
| cohere | true | cohere |
| colpali-engine | true | colpali-engine |
| einops | true | jina |
| faiss-cpu | true | faiss-cpu |
| fastapi | true | api |
| flagembedding | true | flagembedding |
| flash-attn | true | flash-attention |
| google-genai | true | google-genai |
| gradio | true | leaderboard |
| gritlm | true | gritlm |
| huggingface-hub | true | xet |
| librosa | true | fusion-embedding |
| llm2vec | true | llm2vec |
| matplotlib | true | leaderboard |
| model2vec | true | model2vec |
| msclap | true | msclap |
| muq | true | muq |
| octen | true | octen |
| open-clip-torch | true | open-clip-torch |
| openai | true | openai |
| opentelemetry-exporter-otlp-proto-http | true | api |
| opentelemetry-instrumentation-fastapi | true | api |
| opentelemetry-sdk | true | api |
| peft | true | peft |
| pillow | true | image |
| playwright | true | og |
| plotly | true | leaderboard |
| prometheus-client | true | api |
| protobuf | true | siglip |
| pydantic-settings | true | api |
| pygithub | true | github |
| pylate | true | pylate |
| pymongo | true | leaderboard |
| pystemmer | true | bm25s |
| qwen-omni-utils | true | qwen-omni-utils |
| qwen-vl-utils | true | eager-embed |
| salesforce-lavis | true | blip2 |
| sauerkrautlm-colpali | true | sauerkrautlm-colpali |
| sentencepiece | true | visrag-ret |
| soundfile | true | msclap |
| speechbrain | true | speechbrain |
| tenacity | true | voyage-v |
| tencentcloud-sdk-python-common | true | youtu |
| tencentcloud-sdk-python-lkeap | true | youtu |
| tiktoken | true | openai |
| timm | true | jina-clip |
| torch-vggish-yamnet | true | torch-vggish-yamnet |
| torchaudio | true | audio |
| torchcodec | true | video |
| torchvision | true | image |
| uvicorn | true | api |
| vertexai | true | vertexai |
| vllm | true | vllm |
| volcengine-python-sdk | true | ark |
| voyageai | true | voyageai |
| wav2clip | true | wav2clip |
| xformers | true | xformers |