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Marker-Inc-Korea/AutoRAG

AutoRAG

AutoRAG: An Open-Source Framework for Retrieval-Augmented Generation (RAG) Evaluation & Optimization with AutoML-Style Automation

View on GitHub↗Upstream Marker-Inc-Korea/AutoRAG↗

Builder

Marker-Inc-Korea

Marker-Inc-Korea

Marker-Inc-Korea • individual

Stars

4,797

Using upstream star count

Forks

398

Using upstream fork count

Open Issues

0

Activity Score

0/100

0 commits in 30d

Created

Jan 10, 2024

Project creation date

README Summary

RAG AutoML tool for automatically finding an optimal RAG pipeline for your data.

Community Evaluation

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AI Dev Skills

Unmapped

Automated Machine LearningAutoML Pipeline OptimizationDocument Embedding StrategiesHyperparameter OptimizationInformation Retrieval SystemsLanguage Model IntegrationRAG Evaluation MetricsRetrieval-Augmented GenerationRetrieval Strategy OptimizationVector Database Management

Tags

Automated Machine LearningAutoML Pipeline OptimizationDocument Embedding StrategiesHyperparameter OptimizationInformation Retrieval SystemsLanguage Model IntegrationRAG Evaluation MetricsRetrieval-Augmented GenerationRetrieval Strategy OptimizationVector Database ManagementAPICLI ToolData ScienceEmbeddingsEvalsForkedHuggingFaceHybrid SearchLangChainLarge Language ModelsLlamaIndexOpenAIPandasPythonRAGResearch / PapersTutorial

Taxonomy

AI Trends

Retrieval-Augmented GenerationCompound AI SystemsAutoML for NLPAI System Optimization

category

RAG & RetrievalFoundation ModelsAI AgentsEvals & BenchmarkingDev Tools & AutomationLearning ResourcesData Science & Analytics

Deployment Context

Self-hostedCloud APIOn-premise

Industries

Developer ToolsEnterprise SearchKnowledge ManagementResearch & Development

Modalities

Text

Skill Areas

Retrieval-Augmented GenerationAutoML Pipeline OptimizationInformation Retrieval SystemsVector Database ManagementHyperparameter OptimizationRAG Evaluation MetricsDocument Embedding StrategiesRetrieval Strategy OptimizationLanguage Model IntegrationAutomated Machine Learning

tag

APIActiveCLI ToolData ScienceEmbeddingsEvalsForkedHuggingFaceHybrid SearchLangChainLarge Language ModelsLlamaIndexOpenAIPandasPythonRAGResearch / PapersTutorial

Use Cases

RAG System Performance OptimizationAutomated RAG Pipeline TuningRAG Configuration BenchmarkingRetrieval Strategy EvaluationDocument Question Answering OptimizationKnowledge Base Search Enhancement

Recent Activity

Updated 2 months ago

7 Days

0

30 Days

0

90 Days

1

[Feature Request] New NVIDA reranker module (#1199)

Bae Soyeon • Mar 10, 2026

5117567

Quality

beta
Quality
medium
Maturity
beta

Categories

RAG & RetrievalPrimaryEvals & BenchmarkingDev Tools & AutomationLearning ResourcesData Science & AnalyticsFoundation ModelsAI AgentsSearch & KnowledgeOther AI / ML

PM Skills

Data & EvaluationProduct DiscoveryDeveloper Platform

Languages

Python100.0%

Timeline

Project created
Jan 10, 2024
Forked
Mar 29, 2026
Your last push
2 months ago
Upstream last push
20 days ago
Tracked since
Mar 10, 2026

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