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NovaSearch-Team/RAG-Retrieval

RAG-Retrieval

Unify Efficient Fine-tuning of RAG Retrieval, including Embedding, ColBERT, ReRanker.

View on GitHub↗Upstream NovaSearch-Team/RAG-Retrieval↗

Builder

NovaSearch-Team

NovaSearch-Team

NovaSearch-Team • individual

Stars

1,125

Using upstream star count

Forks

88

Using upstream fork count

Open Issues

0

Activity Score

0/100

0 commits in 30d

Created

Mar 16, 2024

Project creation date

README Summary

<h1 align="center">RAG-Retrieval</h1> <p align="center"> <a href="https://pypi.org/project/rag-retrieval/#description"> <img alt="Build" src="https://img.shields.io/pypi/v/rag-retrieval?color=brightgreen"> </a> <!-- <a href="https://www.pepy.tech/projects/rag-retrieval"> <img alt="Build" src="https://static.pepy.tech/personalized-badge/rag-retrieval?period=total&units=international_system&left_color=grey&right_color=brightgreen&left_text=downloads"> </a> -

Community Evaluation

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AI Dev Skills

Unmapped

ColBERT ArchitectureDense Passage RetrievalEmbedding Fine-tuningInformation RetrievalMulti-Vector RetrievalNeural RerankingRetrieval-Augmented GenerationTransfer Learning for IRVector Search Optimization

Tags

ColBERT ArchitectureDense Passage RetrievalEmbedding Fine-tuningInformation RetrievalMulti-Vector RetrievalNeural RerankingRetrieval-Augmented GenerationTransfer Learning for IRVector Search OptimizationDeepSpeedDistillationEmbeddingsFSDPForkedGPU / CUDAHybrid SearchLarge Language ModelsOpen SourcePyTorchPythonRerankingResearch / PapersRoadmapTransformersTutorial

Taxonomy

AI Trends

Retrieval-Augmented GenerationCompound AI SystemsNeural Information Retrieval

category

Learning ResourcesFoundation ModelsRAG & RetrievalModel TrainingInference & Serving

Deployment Context

Self-hostedCloud APIOn-premise

Modalities

Text

Skill Areas

Retrieval-Augmented GenerationInformation RetrievalDense Passage RetrievalColBERT ArchitectureNeural RerankingEmbedding Fine-tuningMulti-Vector RetrievalVector Search OptimizationTransfer Learning for IR

tag

ActiveDeepSpeedDistillationEmbeddingsFSDPForkedGPU / CUDAHybrid SearchLarge Language ModelsOpen SourcePyTorchPythonRerankingResearch / PapersRoadmapTransformersTutorial

Use Cases

Document Question AnsweringKnowledge Base SearchSemantic Document RetrievalEnterprise Search SystemsAcademic Literature SearchLegal Document Retrieval

Recent Activity

Updated 1 years ago

7 Days

0

30 Days

0

90 Days

0

Quality

research
Quality
medium
Maturity
research

Categories

Learning ResourcesPrimaryRAG & RetrievalInference & ServingFoundation ModelsModel TrainingSearch & Knowledge

PM Skills

Product Discovery

Languages

Python100.0%

Timeline

Project created
Mar 16, 2024
Forked
Mar 29, 2026
Your last push
1 years ago
Upstream last push
2 months ago
Tracked since
Jul 5, 2025

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