colbert

There are 1 repository under colbert topic.

beir
beir-cellar / beir
A Heterogeneous Benchmark for Information Retrieval. Easy to use, evaluate your models across 15+ diverse IR datasets.
nlp information-retrieval bert benchmark sentence-transformers question-generation retrieval passage-retrieval elasticsearch dpr sbert retrieval-models dataset colbert zero-shot-retrieval deep-learning pytorch llm rag
Language:Python 1953
fastRAG
IntelLabs / fastRAG
Efficient Retrieval Augmentation and Generation Framework
nlp benchmark colbert information-retrieval semantic-search sentence-transformers summarization transformers diffusion knowledge-graph multi-modal question-answering generative-ai llm
Language:Python 1666
superlinear-ai / raglite
🥤 RAGLite is a Python toolkit for Retrieval-Augmented Generation (RAG) with PostgreSQL or SQLite
hybrid-search llm markdown pdf rag retrieval-augmented-generation sqlite vector-search pgvector postgres postgresql reranker reranking tsvector late-chunking late-interaction colbert evals query-adapter chainlit
Language:Python 886
AnswerDotAI / byaldi
Use late-interaction multi-modal models such as ColPali in just a few lines of code.
colbert colpali nlp rag reranking retrieval multi-modal
Language:Python 822
lightonai / pylate
Late Interaction Models Training & Retrieval
colbert information-retrieval language-model rag
Language:Python 582
raphaelsty / neural-cherche
Neural Search
google language-model neural-search semantic-search sparseembed splade transformers colbert stanford
Language:Python 353
Moradnejad / ColBERT-Using-BERT-Sentence-Embedding-for-Humor-Detection
ColBERT humor dataset for the task of humor detection, containing 200,000 jokes/news
humor-detection humor bert-embeddings colbert dataset model bert sentence-embeddings paper
Language:Jupyter Notebook 70
jingtaozhan / disentangled-retriever
An easy-to-use python toolkit for flexibly adapting various neural ranking models to target domain.
colbert dense-retrieval domain-adaption neural-ranking reranker splade unicoil
Language:Python 59
DeployQL / LintDB
Vector Database with support for late interaction and token level embeddings.
colbert rag vector-database vector-search
Language:C++ 54
raphaelsty / neural-tree
Tree-based indexes for neural-search
colbert neural-search semantic-search sentence-transformers tree
Language:Python 30
thakur-nandan / beir-ColBERT
Evaluation of BEIR Datasets using ColBERT retrieval model
colbert beir benchmark retrieval evaluation
Language:Python 17
JuliaGenAI / ColBERT.jl
Efficient late-interaction retrieval systems in Julia!
colbert gen-ai information-retrieval llms machine-learning rag
Language:Julia 14
DeployQL / awesome-multi-vector
A list of multi-vector retrieval resources
awesome-list colbert information-retrieval rag vector-search
13
colbertdb / colbertdb
Open source ColBERT based document database
bert colbert colbert-ai database documentdb vector-database
Language:Python 2
ricardo-larosa / colbert-rag
Index GitHub repositories to ColBERT models and serve them with GRPC or FastAPI
colbert git langchain rag fastapi grpc artificial-intelligence llms machine-learning
Language:Python 2
Vergosss / Information_Retrieval_2023-2024_Project
This is the Information Retrieval 2023-2024 fall semester CEID course project.
matplotlib numpy os pandas re scipy colbert information-retrieval vectorspacemodel
Language:Python 1
BishmoyPaul / arxiv-CS-RAG
Code for ArXiv CS RAG Huggingface Space: Generate scientific paper abstract embeddings using ColBERTv2 and ask questions
arxiv arxiv-papers colbert huggingface llama ragatouille retrieval-augmented-generation
Language:Jupyter Notebook 0
ElDokmak / Llama-Index
colbert llama-index phi-3
Language:Jupyter Notebook 0
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.
colbert indexer math numpy pandas searcher vector-space-model inverted-index matplotlib
Language:Jupyter Notebook 0
PKalozoumis / CEID-INFORMATION-RETRIEVAL-2023
Vector Space Model implementation for document retrieval, along with several metrics
bert-embeddings colbert information-retrieval vector-space-model ceid python inverted-index tf-idf
Language:Python 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.
chromadb colbert langchain llm retrieval-augmented-generation spotify-api
Language:Python 0

colbert

beir-cellar / beir

IntelLabs / fastRAG

superlinear-ai / raglite

AnswerDotAI / byaldi

lightonai / pylate

raphaelsty / neural-cherche

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

jingtaozhan / disentangled-retriever

DeployQL / LintDB

raphaelsty / neural-tree

thakur-nandan / beir-ColBERT

JuliaGenAI / ColBERT.jl

DeployQL / awesome-multi-vector

colbertdb / colbertdb

ricardo-larosa / colbert-rag

Vergosss / Information_Retrieval_2023-2024_Project

BishmoyPaul / arxiv-CS-RAG

ElDokmak / Llama-Index

miltiadiss / CEID_NE5597-Information-Retrieval

PKalozoumis / CEID-INFORMATION-RETRIEVAL-2023

vaishnavir15 / Moodify