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colbert

Here are 14 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 sentence-transformers sbert zero-shot-retrieval colbert retrieval-models ance use-qa

Updated Jul 28, 2024
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

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 Nov 13, 2024
Python

superlinear-ai / raglite

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

Updated Jan 14, 2025
Python

raphaelsty / neural-cherche

Neural Search

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

Updated Jun 6, 2024
Python

lightonai / pylate

Late Interaction Models Training & Retrieval

information-retrieval language-model rag colbert

Updated Jan 15, 2025
Python

jingtaozhan / disentangled-retriever

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

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

Updated May 17, 2023
Python

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

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

colbertdb / colbertdb

Open source ColBERT based document database

database documentdb bert colbert-ai vector-database colbert

Updated Jun 6, 2024
Python

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 re colbert vectorspacemodel

Updated Oct 29, 2024
Python

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.

spotify-api colbert llm langchain chromadb retrieval-augmented-generation

Updated Aug 26, 2024
Python

PKalozoumis / CEID-INFORMATION-RETRIEVAL-2023

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

python information-retrieval vector-space-model inverted-index tf-idf ceid bert-embeddings colbert

Updated Jul 9, 2024
Python

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