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infiniflow/ragflow

ragflow

RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to create a superior context layer for LLMs

View on GitHub↗Upstream infiniflow/ragflow↗

Builder

Infiniflow

Infiniflow

infiniflow • startup

Stars

81,116

Using upstream star count

Forks

9,295

Using upstream fork count

Open Issues

0

Activity Score

0/100

0 commits in 30d

Created

Dec 12, 2023

Project creation date

README Summary

<div align="center"> <a href="https://demo.ragflow.io/"> <img src="web/src/assets/logo-with-text.svg" width="520" alt="ragflow logo"> </a> </div>

Community Evaluation

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AI Dev Skills

Unmapped

Agentic AI SystemsContext Window ManagementDocument Processing and EmbeddingInformation RetrievalKnowledge Graph ConstructionLarge Language Model IntegrationMulti-agent SystemsNatural Language ProcessingPrompt EngineeringRetrieval-Augmented GenerationSemantic SearchVector Database Management

Tags

Agentic AI SystemsContext Window ManagementDocument Processing and EmbeddingInformation RetrievalKnowledge Graph ConstructionLarge Language Model IntegrationMulti-agent SystemsNatural Language ProcessingPrompt EngineeringRetrieval-Augmented GenerationSemantic SearchVector Database ManagementAI AgentsCachingChunkingDatabaseDockerDocument ProcessingEmbeddingsForkedHaystackHuggingFaceJavaScriptLarge Language ModelsMCPOpenAIPythonRAGRerankingRoadmap

Taxonomy

AI Trends

Retrieval-Augmented GenerationAgentic AICompound AI SystemsKnowledge-Grounded AIMulti-agent Orchestration

category

RAG & RetrievalFoundation ModelsAI AgentsInference & ServingMLOps & InfrastructureDev Tools & AutomationLearning Resources

Deployment Context

Self-hostedCloud DeploymentOn-premiseDocker Containers

Industries

Enterprise Knowledge ManagementLegal TechHealthcareFinancial ServicesEducationResearch and AcademiaCustomer SupportContent Management

Modalities

TextDocumentsStructured DataMultimodal

Skill Areas

Retrieval-Augmented GenerationLarge Language Model IntegrationVector Database ManagementDocument Processing and EmbeddingAgentic AI SystemsKnowledge Graph ConstructionSemantic SearchNatural Language ProcessingInformation RetrievalMulti-agent SystemsContext Window ManagementPrompt Engineering

tag

AI AgentsCachingChunkingDatabaseDockerDocument ProcessingEmbeddingsForkedHaystackHuggingFaceJavaScriptLarge Language ModelsMCPOpenAIPythonRAGRerankingRoadmap

Use Cases

Document Question AnsweringKnowledge Base SearchIntelligent Document ProcessingEnterprise Search and DiscoveryResearch Assistant ApplicationsCustomer Support AutomationContent RecommendationContextual Chatbots

Recent Activity

Updated 6 months ago

7 Days

0

30 Days

0

90 Days

0

Quality

beta
Quality
high
Maturity
beta

Categories

RAG & RetrievalPrimaryInference & ServingMLOps & InfrastructureDev Tools & AutomationLearning ResourcesFoundation ModelsAI AgentsOther AI / ML

PM Skills

Cost & EfficiencyScale & ReliabilityProduct DiscoveryDeveloper PlatformAI-Native Architecture

Languages

TypeScript100.0%

Timeline

Project created
Dec 12, 2023
Forked
Nov 8, 2025
Your last push
6 months ago
Upstream last push
15 days ago
Tracked since
Nov 7, 2025

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