beir-cellar/beir

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

Language: Python - Size: 38.9 MB - Last synced at: 1 day ago - Pushed at: about 2 months ago - Stars: 1,783 - Forks: 205

superlinear-ai/raglite

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

Language: Python - Size: 873 KB - Last synced at: 8 days ago - Pushed at: 9 days ago - Stars: 917 - Forks: 84

AnswerDotAI/byaldi

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

Language: Python - Size: 1.94 MB - Last synced at: 5 days ago - Pushed at: 3 months ago - Stars: 774 - Forks: 81

raphaelsty/neural-cherche

Neural Search

Language: Python - Size: 3.1 MB - Last synced at: about 12 hours ago - Pushed at: about 2 months ago - Stars: 354 - Forks: 18

raphaelsty/neural-tree

Tree-based indexes for neural-search

Language: Python - Size: 2.25 MB - Last synced at: about 12 hours ago - Pushed at: about 1 year ago - Stars: 31 - Forks: 2

lightonai/pylate

Late Interaction Models Training & Retrieval

Language: Python - Size: 2.31 MB - Last synced at: 7 days ago - Pushed at: 12 days ago - Stars: 276 - Forks: 17

IntelLabs/fastRAG

Efficient Retrieval Augmentation and Generation Framework

Language: Python - Size: 20.4 MB - Last synced at: 11 days ago - Pushed at: 4 months ago - Stars: 1,513 - Forks: 139

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.

Language: Jupyter Notebook - Size: 2.7 MB - Last synced at: 27 days ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0

DeployQL/LintDB

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

Language: C++ - Size: 21.5 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 50 - Forks: 0

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.

Language: Python - Size: 33.8 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

ricardo-larosa/colbert-rag

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

Language: Python - Size: 224 KB - Last synced at: 2 months ago - Pushed at: 8 months ago - Stars: 2 - Forks: 0

JuliaGenAI/ColBERT.jl

Efficient late-interaction retrieval systems in Julia!

Language: Julia - Size: 592 KB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 2 - Forks: 1

BishmoyPaul/arxiv-CS-RAG

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

Language: Jupyter Notebook - Size: 711 KB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

DeployQL/awesome-multi-vector

A list of multi-vector retrieval resources

Size: 7.81 KB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

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

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

Language: Jupyter Notebook - Size: 6.16 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 63 - Forks: 25

ElDokmak/Llama-Index

Language: Jupyter Notebook - Size: 188 KB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 0 - Forks: 0

jingtaozhan/disentangled-retriever

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

Language: Python - Size: 906 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 30 - Forks: 3

thakur-nandan/beir-ColBERT Fork of stanford-futuredata/ColBERT

Evaluation of BEIR Datasets using ColBERT retrieval model

Language: Python - Size: 237 KB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 4 - Forks: 0