colbert 开源项目推荐（101 个）

superlinked /sie

Open-source inference server and production cluster for all the models your agent needs.

beir-cellar /beir

信息检索的异类基准。易于使用，可在15+个不同的IR数据集中评估您的模型。

IntelLabs /fastRAG

Efficient Retrieval Augmentation and Generation Framework

superlinear-ai /raglite

SYS RAGLite是一个用于使用DuckDB或PostgreSQL的检索增强生成（RAG）的Python工具包

Ryandonofrio3 /osgrep

Open Source Semantic Search for your AI Agent

lightonai /pylate

Late Interaction Models Training & Retrieval

AnswerDotAI /byaldi

Use late-interaction multi-modal models such as ColPali in just a few lines of code.

raphaelsty /neural-cherche

Neural Search

lightonai /fast-plaid

多向量搜索高性能引擎

lightonai /pylate-rs

PyLate efficient inference engine

ddickmann /vllm-factory

Production inference for encoder models - ColBERT, GLiNER, ColPali, embeddings etc. - as vLLM plugins for online and in-process deployment

Moradnejad /ColBERT-Using-BERT-Sentence-Embedding-for-Humor-Detection

ColBERT humor dataset for the task of humor detection, containing 200,000 jokes/news

jingtaozhan /disentangled-retriever

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

DeployQL /LintDB

Vector Database with support for late interaction and token level embeddings.

yuniko-software /bge-m3-qdrant-sample

A demonstration of hybrid search with reranking using Qdrant and BGE-M3 model. A showcase of dense and sparse retrieval combined with ColBERT reranking for optimal search results

ejaasaari /lemur

[ICML'26] LEMUR reduces multi-vector retrieval for late interaction models such as ColBERT into regular single-vector retrieval.

raphaelsty /neural-tree

Tree-based indexes for neural-search

fresh-stack /freshstack

This repository helps you evaluate your models on the FreshStack benchmark!

hcompai /late-interaction-kernels

Fused Triton kernels for late-interaction (MaxSim) scoring

ALucek /rag-reranking

An overview of popular reranking models and architectures for 2 stage RAG pipelines