colbert

IntelLabs/fastRAG

Efficient Retrieval Augmentation and Generation Framework

superlinear-ai/raglite

🥤 RAGLite is a Python toolkit for Retrieval-Augmented Generation (RAG) with DuckDB or PostgreSQL

AnswerDotAI/byaldi

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

lightonai/pylate

Late Interaction Models Training & Retrieval

raphaelsty/neural-cherche

Neural Search

lightonai/fast-plaid

High-Performance Engine for Multi-Vector Search

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

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

lightonai/pylate-rs

PyLate efficient inference engine

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.

raphaelsty/neural-tree

Tree-based indexes for neural-search

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

kidist-amde/amharic-ir-benchmarks

Official codebase for the ACL 2025 Findings paper: Optimized Text Embedding Models and Benchmarks for Amharic Passage Retrieval.

JuliaGenAI/ColBERT.jl

Efficient late-interaction retrieval systems in Julia!

thakur-nandan/beir-ColBERT

Evaluation of BEIR Datasets using ColBERT retrieval model

DeployQL/awesome-multi-vector

A list of multi-vector retrieval resources

ALucek/rag-reranking

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

ThanhHung2112/Boost-RAG-with-Question-Decomposer

Boost RAG performance with question decomposer

colbertdb/colbertdb

Open source ColBERT based document database

ricardo-larosa/colbert-rag

Index GitHub repositories to ColBERT models and serve them with GRPC or FastAPI

rizwandel/Build-Standard-RAG-with-Qdrant

A Powerful Python Library to Build AI Applications with the RAG

Vergosss/Information_Retrieval_2023-2024_Project

This is the Information Retrieval 2023-2024 fall semester CEID course project.

BishmoyPaul/arxiv-CS-RAG

Code for ArXiv CS RAG Huggingface Space: Generate scientific paper abstract embeddings using ColBERTv2 and ask questions

ElDokmak/Llama-Index

miltiadiss/CEID_NE5597-Information-Retrieval

This project involves creating an inverted index for a text collection, implementing a Vector Space Model (VSM) with custom weighting methods, applying the pre-trained colBERT model for semantic query handling, and comparing the performance of the developed models using two evaluation metrics implemented from scratch.

PKalozoumis/CEID-INFORMATION-RETRIEVAL-2023

Vector Space Model implementation for document retrieval, along with several metrics

vaishnavir15/Moodify

This app is a personalized music recommendation system that uses a Retrieval-Augmented Generation (RAG) framework, leveraging Spotify's API, LangChain, ChromaDB, and ColBERT embeddings to create playlists based on user mood and preferences.

carlesonielfa/qwen3_span_extraction

This is the code repository for the blog post "Can we assess span-level relevance with dense embedding models?".

ggwozdz90/embed-api

API for text embeddings using BGE-M3 model. Supports dense, sparse, and ColBERT embeddings with GPU/CPU acceleration, Docker deployment, and efficient worker-based model management for optimal memory usage.