milvus-io/milvus-model
A library integrating embedding and reranker models from OpenAI, SentenceTransformers etc for semantic search in vector database.
Provides unified Python APIs for both proprietary (OpenAI, Voyage AI, Cohere) and open-source embedding models (SentenceTransformers, Hugging Face TEI), streamlining model selection and switching within Milvus applications. Integrated directly into the PyMilvus SDK as an optional dependency, enabling seamless embedding generation and reranking workflows without external orchestration. Supports heterogeneous model backends—from cloud APIs to locally-hosted inference servers—through a consistent interface.
No commits in the last 6 months. Available on PyPI.
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59
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30
Language
Python
License
Apache-2.0
Category
Last pushed
Mar 31, 2025
Commits (30d)
0
Dependencies
5
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