{"library":"fastembed","type":"library","category":null,"description":"FastEmbed is a fast, light, and accurate Python library for generating retrieval embeddings, designed for efficiency with ONNX Runtime. It supports a variety of models including dense text embeddings, sparse embeddings, and rerankers. The current version is 0.8.0, and it maintains an active release cadence with frequent updates.","language":"python","status":"active","version":"0.8.0","tags":["embeddings","nlp","vector-search","onnx","ai","machine-learning","qdrant"],"last_verified":"Thu May 21","install":[{"cmd":"pip install fastembed","imports":["from fastembed import TextEmbedding","from fastembed import SparseEmbedding","from fastembed import Reranker","from fastembed.late_interaction.late_interaction_text_embedding import LateInteractionTextEmbedding"]},{"cmd":"pip install fastembed[gpu]","imports":[]}],"homepage":null,"github":"https://github.com/qdrant/fastembed","docs":null,"changelog":null,"pypi":"https://pypi.org/project/fastembed/","npm":null,"openapi_spec":null,"status_page":null,"smithery":null,"compatibility":{"summary":{"python_range":"3.10–3.9","success_rate":50,"avg_install_s":11.7,"avg_import_s":2.3,"wheel_type":"wheel"},"url":"https://checklist.day/v1/registry/fastembed/compatibility"}}