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Milvus Model

Python reranker adapter that sends candidate documents as Jev Noul questions in one request, then sorts the returned scores and preserves original document indices.

A library integrating embedding and reranker models from OpenAI, SentenceTransformers etc for semantic search in vector database.

How it uses Jev

milvus-model supports embedding and reranker models from service providers like OpenAI, Voyage AI, Cohere, Jina AI, and TypeSafe (Jev), and open-source models through SentenceTransformers or Hugging Face Text Embeddings Inference (TEI) .

Getting started

If you use pymilvus , you can install milvus-model through its alias pymilvus[model] : bash pip install pymilvus[model]

Language
Python 100%
License
Apache-2.0
Latest release
v0.3.4
Last activity
Sep 2026
Added
2026-09-24
Stars at snapshot
0
Status
Community listing
aiembeddingnlpragreranker

Source: community catalog. Details and metrics reflect the published community snapshot and are not a performance endorsement. Documentation details extracted from GitHub · the README · the project website.

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