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HKUDS/MiniRAG

MiniRAG

"MiniRAG: Making RAG Simpler with Small and Open-Sourced Language Models"

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Builder

HKUDS

HKUDS

HKUDS • individual

Stars

1,912

Using upstream star count

Forks

248

Using upstream fork count

Open Issues

0

Activity Score

0/100

0 commits in 30d

Created

Jan 11, 2025

Project creation date

README Summary

MiniRAG: Towards Extremely Simple Retrieval-Augmented Generation

Community Evaluation

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AI Dev Skills

Unmapped

Information RetrievalKnowledge Base ConstructionModel OptimizationOpen Source LLM IntegrationRAG Pipeline EngineeringRetrieval-Augmented GenerationSmall Language ModelsVector Embeddings

Tags

Information RetrievalKnowledge Base ConstructionModel OptimizationOpen Source LLM IntegrationRAG Pipeline EngineeringRetrieval-Augmented GenerationSmall Language ModelsVector EmbeddingsBenchmarkingDatabaseDockerEvalsForkedGraphRAGKnowledge GraphLarge Language ModelsOpenAIPhiPythonQwenRAGResearch / Papers

Taxonomy

AI Trends

Small Language ModelsOpen Source AIEfficient AI SystemsRetrieval-Augmented GenerationDemocratized AI Access

category

Foundation ModelsRAG & RetrievalEvals & BenchmarkingMLOps & InfrastructureDev Tools & AutomationLearning Resources

Deployment Context

Self-hostedOn-premiseEdge/Mobile

Industries

Developer ToolsEducationEnterprise Knowledge Management

Modalities

Text

Skill Areas

Retrieval-Augmented GenerationSmall Language ModelsInformation RetrievalVector EmbeddingsKnowledge Base ConstructionModel OptimizationOpen Source LLM IntegrationRAG Pipeline Engineering

tag

ActiveBenchmarkingDatabaseDockerEvalsForkedGraphRAGKnowledge GraphLarge Language ModelsOpenAIPhiPythonQwenRAGResearch / Papers

Use Cases

Document Question AnsweringKnowledge Base QueryingResource-Efficient RAG DeploymentLocal RAG ImplementationCost-Effective Information Retrieval

Recent Activity

Updated 7 months ago

7 Days

0

30 Days

0

90 Days

0

Quality

research
Quality
medium
Maturity
research

Categories

RAG & RetrievalPrimaryEvals & BenchmarkingMLOps & InfrastructureDev Tools & AutomationLearning ResourcesFoundation ModelsEdge & Mobile AISearch & KnowledgeOther AI / ML

PM Skills

Data & EvaluationProduct DiscoveryScale & Reliability

Languages

Python100.0%

Timeline

Project created
Jan 11, 2025
Forked
Mar 29, 2026
Your last push
7 months ago
Upstream last push
7 months ago
Tracked since
Oct 16, 2025

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