Library/stormForked

stanford-oval/storm

storm

An LLM-powered knowledge curation system that researches a topic and generates a full-length report with citations.

Builder

stanford-oval

stanford-oval

stanford-oval • individual

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28,049

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Forks

2,553

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Activity Score

0/100

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Created

Mar 24, 2024

Project creation date

README Summary

STORM is an LLM-powered knowledge curation system developed by Stanford that automatically researches topics and generates comprehensive, Wikipedia-style reports with proper citations. The system uses multiple LLM agents to simulate conversations between a Wikipedia writer and a topic expert, systematically gathering information and organizing it into well-structured articles. It supports various LLM backends and provides both research pipeline capabilities and report generation features.

AI Dev Skills

Unmapped

Multi-Agent SystemsRetrieval-Augmented GenerationLarge Language Model OrchestrationKnowledge Graph ConstructionCitation GenerationConversational AI SimulationInformation SynthesisPrompt EngineeringRAG Pipeline Design

Tags

Multi-Agent SystemsRetrieval-Augmented GenerationLarge Language Model OrchestrationKnowledge Graph ConstructionCitation GenerationConversational AI SimulationInformation SynthesisPrompt EngineeringRAG Pipeline DesignMulti-Agent CollaborationContent MarketingSelf-hostedAgentic AIKnowledge Base ExpansionAcademic Literature SynthesisCitation-backed Article WritingCloud APIJournalismKnowledge ManagementAutomated Research Report GenerationMulti-perspective Content CreationTextEducationAcademic ResearchAI-Assisted ResearchCompound AI SystemsPython

Taxonomy

Recent Activity

Updated 6 months ago

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30 Days

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90 Days

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Quality

research
Quality
high
Maturity
research

Categories

MLOps & InfrastructurePrimaryDev Tools & AutomationLearning ResourcesSearch & KnowledgeOther AI / MLRAG & RetrievalEvals & BenchmarkingML Platform & InfrastructureEdge & Mobile AIAI AgentsFoundation ModelsRobotics

PM Skills

Scale & ReliabilityDeveloper Platform

Languages

Python100.0%

Timeline

Project created
Mar 24, 2024
Forked
Mar 12, 2026
Your last push
6 months ago
Upstream last push
6 months ago
Tracked since
Sep 30, 2025

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