{"library":"pymilvus-model","type":"library","category":null,"description":"PyMilvus Model is a Python library that provides model components, primarily for generating dense and sparse embeddings, intended for use with Milvus. It leverages popular deep learning frameworks like Hugging Face Transformers and Sentence-Transformers to offer a unified interface for various pre-trained models. The current version is 0.3.2, and it typically releases updates as new features or model integrations become available, often in sync with PyMilvus SDK developments.","language":"python","status":"active","version":"0.3.2","tags":["vector-database","milvus","embedding","model","nlp","ai"],"install":[{"cmd":"pip install pymilvus-model","imports":["from pymilvus.model.dense import DenseEncoder"]}],"homepage":"https://milvus.io","github":"https://github.com/milvus-io/milvus-model","docs":null,"changelog":null,"pypi":"https://pypi.org/project/pymilvus-model/","npm":null,"openapi_spec":null,"status_page":null,"smithery":null,"compatibility":{"summary":{"python_range":"3.10–3.9","success_rate":50,"avg_install_s":20.5,"avg_import_s":null,"wheel_type":"wheel"},"url":"https://checklist.day/v1/registry/pymilvus-model/compatibility"},"provenance":{"verified_status":"import_fail","verified_at":"Fri Jul 03","last_verified":"Fri Jul 03","next_check":"Fri Jul 10","install_tag":null}}