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microsoft/RD-Agent

RD-Agent

Research and development (R&D) is crucial for the enhancement of industrial productivity, especially in the AI era, where the core aspects of R&D are mainly focused on data and models. We are committed to automating these high-value generic R&D processes through R&D-Agent, which lets AI drive data-driven AI. 🔗https://aka.ms/RD-Agent-Tech-Report

View on GitHub↗Upstream microsoft/RD-Agent↗

Builder

Microsoft

Microsoft

microsoft • big-tech

Stars

13,266

Using upstream star count

Forks

1,640

Using upstream fork count

Open Issues

0

Activity Score

0/100

0 commits in 30d

Created

Apr 3, 2024

Project creation date

README Summary

<h4 align="center"> <img src="docs/_static/logo.png" alt="RA-Agent logo" style="width:70%; "> <a href="https://rdagent.azurewebsites.net" target="_blank">🖥️ Live Demo</a> | <a href="https://rdagent.azurewebsites.net/factor_loop" target="_blank">🎥 Demo Video</a> <a href="https://www.youtube.com/watch?v=JJ4JYO3HscM&list=PLALmKB0_N3_i52fhUmPQiL4jsO354uopR" target="_blank">▶️YouTube</a> | <a href="https://rdagent.readthedocs.io/en/latest/index.html" target="_blank">📖 Documentation</a> |

Community Evaluation

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AI Dev Skills

Unmapped

AI Agent DevelopmentAI Workflow OrchestrationAutomated Machine LearningData-Driven AI SystemsModel Development AutomationMulti-Agent SystemsResearch Automation

Tags

AI Agent DevelopmentAI Workflow OrchestrationAutomated Machine LearningData-Driven AI SystemsModel Development AutomationMulti-Agent SystemsResearch AutomationAI AgentsAutomationAzure AIBenchmarkingData ScienceDeepSeekDockerEmbeddingsEvalsFinTechForkedGPTHealthcare AILarge Language ModelsLiteLLMMLOpsMachine LearningModel OptimizationMulti-AgentNode.jsOpenAIPyTorchPythonResearch / PapersRoadmapTutorial

Taxonomy

AI Trends

Agentic AICompound AI SystemsAutoMLAI Research Automation

category

Learning ResourcesFoundation ModelsAI AgentsRAG & RetrievalModel TrainingEvals & BenchmarkingInference & ServingMLOps & InfrastructureDev Tools & AutomationIndustry: HealthcareIndustry: FinTechData Science & Analytics

Deployment Context

Self-hostedCloud APIOn-premise

Industries

Research & DevelopmentManufacturingIndustrial AITechnology Consulting

Modalities

TextCodeTabular

Skill Areas

AI Agent DevelopmentAutomated Machine LearningResearch AutomationData-Driven AI SystemsMulti-Agent SystemsAI Workflow OrchestrationModel Development Automation

tag

AI AgentsAutomationAzure AIBenchmarkingData ScienceDeepSeekDockerEmbeddingsEvalsFinTechForkedGPTHealthcare AILarge Language ModelsLiteLLMMLOpsMachine LearningModel OptimizationMulti-AgentNode.jsOpenAIPyTorchPythonResearch / PapersRoadmapTutorial

Use Cases

Automated Model DevelopmentResearch Process AutomationData Pipeline OptimizationAI-Driven ExperimentationR&D Workflow Management

Recent Activity

Updated 2 months ago

7 Days

0

30 Days

0

90 Days

0

feat: add LLM-finetune scenario (#1314)

XianBW • Mar 2, 2026

1824e1c

Quality

research
Quality
medium
Maturity
research

Categories

Learning ResourcesPrimaryRAG & RetrievalEvals & BenchmarkingInference & ServingMLOps & InfrastructureDev Tools & AutomationIndustry: HealthcareIndustry: FinTechData Science & AnalyticsFoundation ModelsAI AgentsModel TrainingML Platform & InfrastructureHealthcare & BiologyFinance & LegalSearch & KnowledgeOther AI / ML

PM Skills

Cost & EfficiencyScale & ReliabilityData & EvaluationProduct DiscoveryDeveloper PlatformAI-Native Architecture

Languages

Python100.0%

Timeline

Project created
Apr 3, 2024
Forked
Mar 13, 2026
Your last push
2 months ago
Upstream last push
21 days ago
Tracked since
Mar 13, 2026

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