reranker 开源项目推荐（318 个）

modelscope /ms-swift

使用 PEFT 或全参数对 600+ LLMs（Qwen3.8、DeepSeek-V4、GLM-5.1、InternLM3、Llama4 等）和 300+ MLLMs（Qwen3-VL、Qwen3-Omni、InternVL3.5、Ovis2.5、GLM5.3、Gemma4、Llava、Phi4 等）进行 CPT/SFT/DPO/GRPO（AAAI 2025）。

SylphAI-Inc /AdalFlow

AdalFlow：用于构建并自动优化 LLM 应用的库。

anush008 /fastembed-rs

用于在本地生成向量嵌入和重排序的 Rust 库！

CodeBendKit /codeseek

用于人工智能编码代理的Rust驱动代码智能CLI。构建跨7种语言的调用图和混合语义搜索索引（Dense + Sparse + RRF + Reranker）。作为Claude Code和Codex CLI的原生LCP工具发布。

MoMoM101 /RAG-ReActAgent

RAG ReAct Agent - A Retrieval-Augmented Generation system with ReAct (Reasoning+Acting) agent loop for intelligent question answering with multi-hop reasoning

jina-ai /mlx-retrieval

Train embedding and reranker models for retrieval tasks on Apple Silicon with MLX

notadev-iamaura /OneRAG

Production-ready RAG Framework (Python/FastAPI). 1-line config swaps: 6 Vector DBs (Weaviate, Pinecone, Qdrant, ChromaDB, pgvector, MongoDB), 5 LLMs (Gemini, OpenAI, Claude, Ollama, OpenRouter). OpenAI-compatible API. 2100+ tests.

tanaos /artifex

Small Language Model Inference, Fine-Tuning and Observability.

rbiswasfc /eedi-mining-misconceptions

1st Place Solution for Eedi - Mining Misconceptions in Mathematics Kaggle Competition

milvus-io /milvus-model

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

jingtaozhan /disentangled-retriever

An easy-to-use python toolkit for flexibly adapting various neural ranking models to target domain.

ozynautetu-create /FlowForge-Optima

AdalFlow Alternative 2026: Auto-Optimize LLM Apps Without Code

hanxiao /searchbox

Airgapped closed-corpus QA loop: a self-hosted Qwen3.6 agent explores a .zip dataroom under a token budget with local tools

genoskietv /AdalFlow-Optimizer

Build & Auto-Optimize LLM Apps in 2026: The Ultimate AdalFlow Guide

mickymultani /RAG-with-Cross-Encoder-Reranker

Testing speed and accuracy of RAG with, and without Cross Encoder Reranker.

jaeseok614 /ai-hardware-fit

Can my GPU run this? Pick a GPU to get 3 fitting AI models, quantization, VRAM, speed ranges, and run commands. 한국어·English.

TadMSTR /searxng-mcp

Private web search MCP: SearXNG metasearch → ML reranking → 4-tier fetch cascade (Firecrawl / Crawl4AI / raw / Wayback) with per-domain learning, Ollama query expansion and synthesis. No cloud APIs.

Oaklight /searxng-bm25-reranker

Two zero-dependency SearXNG reranker plugins: BM25 text relevance and semantic embedding/cross-encoder reranking, with optional coordination.

ftonato /auris

Production-grade Node.js RAG system with hybrid retrieval, pluggable adapters, and OpenTelemetry tracing

AJ-comp /Mythosia.AI

Unified .NET AI library with multi-provider support (OpenAI, Anthropic, Google, DeepSeek, Perplexity) and RAG extensions