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colbert

Here are 25 public repositories matching this topic...

beir

beir-cellar / beir

A Heterogeneous Benchmark for Information Retrieval. Easy to use, evaluate your models across 15+ diverse IR datasets.

nlp elasticsearch benchmark information-retrieval deep-learning retrieval pytorch dataset bert dpr passage-retrieval question-generation rag sentence-transformers sbert zero-shot-retrieval colbert retrieval-models llm

Updated Jun 4, 2025
Python

fastRAG

IntelLabs / fastRAG

Efficient Retrieval Augmentation and Generation Framework

nlp benchmark information-retrieval transformers knowledge-graph question-answering summarization multi-modal semantic-search diffusion sentence-transformers colbert llm generative-ai

Updated Jan 9, 2025
Python

superlinear-ai / raglite

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

markdown pdf postgres sqlite postgresql reranking rag vector-search duckdb colbert llm pgvector chainlit retrieval-augmented-generation evals late-interaction late-chunking query-adapter

Updated Jun 6, 2025
Python

AnswerDotAI / byaldi

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

nlp retrieval multi-modal reranking rag colbert colpali

Updated Jan 28, 2025
Python

lightonai / pylate

Late Interaction Models Training & Retrieval

information-retrieval language-model rag colbert

Updated Jun 4, 2025
Python

raphaelsty / neural-cherche

Neural Search

google transformers stanford language-model semantic-search neural-search colbert splade sparseembed

Updated Mar 11, 2025
Python

lightonai / fast-plaid

High-Performance Engine for Multi-Vector Search

rust information-retrieval vector-database colbert colpali

Updated Jun 6, 2025
Rust

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

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

paper model humor dataset bert humor-detection sentence-embeddings bert-embeddings colbert

Updated Oct 2, 2024
Jupyter Notebook

jingtaozhan / disentangled-retriever

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

reranker neural-ranking colbert domain-adaption dense-retrieval splade unicoil

Updated May 17, 2023
Python

DeployQL / LintDB

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

rag vector-search vector-database colbert

Updated Sep 30, 2024
C++

raphaelsty / neural-tree

Tree-based indexes for neural-search

tree semantic-search neural-search sentence-transformers colbert

Updated Mar 4, 2024
Python

thakur-nandan / beir-ColBERT

Evaluation of BEIR Datasets using ColBERT retrieval model

benchmark retrieval evaluation colbert beir

Updated Mar 4, 2022
Python

JuliaGenAI / ColBERT.jl

Efficient late-interaction retrieval systems in Julia!

machine-learning information-retrieval rag colbert llms gen-ai

Updated Jun 7, 2025
Julia

kidist-amde / amharic-ir-benchmarks

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

information-retrieval bert bm25 passage-retrieval ndcg text-embedding amharic-corpus mrr roberta amharic-nlp huggingface-transformers colbert multilingual-nlp low-resource-nlp dense-retrieval amharic-language retrieval-evaluation academic-benchmark

Updated May 27, 2025
Jupyter Notebook

DeployQL / awesome-multi-vector

A list of multi-vector retrieval resources

information-retrieval awesome-list rag vector-search colbert

Updated May 29, 2024

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

sparse-vectors semantic-search rag dense-vectors vector-search vector-database colbert hybrid-search qdrant retrieval-augmented-generation bge-m3

Updated Apr 4, 2025
Jupyter Notebook

colbertdb / colbertdb

Open source ColBERT based document database

database documentdb bert colbert-ai vector-database colbert

Updated Jun 6, 2024
Python

ricardo-larosa / colbert-rag

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

git machine-learning grpc artificial-intelligence rag fastapi colbert llms langchain

Updated Aug 15, 2024
Python

rizwandel / Build-Standard-RAG-with-Qdrant

A Powerful Python Library to Build AI Applications with the RAG

python mistral pypi-package jina colbert qdrant-vector-database retrieval-augmented-generation

Updated May 5, 2025
Jupyter Notebook

Vergosss / Information_Retrieval_2023-2024_Project

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

information-retrieval numpy os pandas scipy matplotlib inverted-index re colbert vectorspacemodel

Updated Oct 29, 2024
Python

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