Topics / #rerank

Rerank projects on GitHub

Rescoring retrieved candidates so the most relevant results come first.

As of , the most-starred Rerank projects on GitHub are new-api (50.2K stars), LocalAI (49.6K stars) and qmd (30.5K stars). GitHub.Locker tracks 5 Rerank repositories with 160.4K stars combined. The fastest-growing on October 18 was new-api, with +71 stars in a day.

5Projects
160.4KStars in total
+121Stars in a day
Browse in the catalog →github.com/topics/rerank ↗

Hot right now

Most stars gained in a day · Oct 18

+71

new-api

QuantumNous/new-api · ★ 50.2K

New API is a self-hosted gateway that unifies access to many AI providers (OpenAI, Claude, Gemini, DeepSeek, etc.) behind a single endpoint, converting between OpenAI-, Claude-, and Gemini-compatible formats and giving you usage tracking, billing, and access control.

+23

LocalAI

mudler/LocalAI · ★ 49.6K

LocalAI is an open-source, self-hosted AI engine that lets you run LLMs, vision, voice, image and video models on your own hardware, including CPU-only setups, through an OpenAI/Anthropic/ElevenLabs-compatible API.

+18

qmd

tobi/qmd · ★ 30.5K

QMD is an on-device search engine for your personal knowledge: it indexes markdown notes, meeting transcripts, documentation and knowledge bases, and searches them with keywords or natural language.

+9

FastGPT

labring/FastGPT · ★ 29.9K

FastGPT is an AI agent building platform: a knowledge-based platform on top of LLMs with out-of-the-box data processing, model calling, RAG retrieval and visual workflow orchestration, aimed at building complex question-answering systems without heavy setup.

The all-time top

5 projects · by stars

  1. #1 · QuantumNous/new-api

    new-api

    New API is a self-hosted gateway that unifies access to many AI providers (OpenAI, Claude, Gemini, DeepSeek, etc.) behind a single endpoint, converting between OpenAI-, Claude-, and Gemini-compatible formats and giving you usage tracking, billing, and access control.

    50.2K
  2. #2 · mudler/LocalAI

    LocalAI

    LocalAI is an open-source, self-hosted AI engine that lets you run LLMs, vision, voice, image and video models on your own hardware, including CPU-only setups, through an OpenAI/Anthropic/ElevenLabs-compatible API.

    49.6K
  3. #3 · tobi/qmd

    qmd

    QMD is an on-device search engine for your personal knowledge: it indexes markdown notes, meeting transcripts, documentation and knowledge bases, and searches them with keywords or natural language.

    30.5K
  1. 4

    FastGPT

    29.9Klabring/FastGPT · TypeScript

    FastGPT is an AI agent building platform: a knowledge-based platform on top of LLMs with out-of-the-box data processing, model calling, RAG retrieval and visual workflow orchestration, aimed at building complex question-answering systems without heavy setup.

  2. 5

    qxotic

    175qxoticai/qxotic · Java

    Qxotic is an open-source AI stack built specifically for the JVM, giving Java applications local AI inference — chat, vision, audio, embeddings, reranking and text-to-speech — without needing Python or ONNX.

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