Storm

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storm is an Academic Research tool that generates full-length reports with citations. It researches topics using an LLM-powered knowledge curation system, synthesizing outlines through retrieval and multi-perspective question asking.

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At a glance

Pricing

Open Source

Free tier

Yes

API

Yes

Skill level

Technical

About

What is storm?

storm is an LLM-powered knowledge curation system designed to research topics and generate comprehensive, full-length reports complete with citations. It automates the research process by breaking down article generation into pre-writing (Internet-based research and outline creation) and writing stages. The system employs perspective-guided question asking and simulated conversations to deepen its understanding and improve question quality. Co-STORM, an enhanced version, supports human-AI collaborative knowledge curation, enabling users to actively steer discussions and build a shared conceptual space through a dynamic mind map. The tool is highly modular, built using dspy, and integrates with various language models and retrieval modules like YouRM, BingSearch, and VectorRM.

Best used for

Ideal for professors and students who need to automate the research process, generate detailed reports with citations, and explore complex topics. Especially valuable for drafting Wikipedia-like articles and facilitating human-AI collaborative knowledge curation to improve understanding and steer discussions.

Common actions

research topics

generate reports

curate knowledge

create outlines

cite sources

open-sourcecollaborationworkflowslow-code/no-codeautomated workflowgithub copilot"AI Agents"deepfakeface swapping

Capabilities

Key features

LLM-powered knowledge curation
Generate full-length reports
Automatic citation integration
Multi-perspective question asking
Human-AI collaborative research
Modular architecture
Integrates various LMs/RMs

Target Audience

professorstudent

Integrations

litellmyou-combing-searchserperbravesearxngduckduckgotavily+ 2 more

Pricing & Plans

Open Source

Free

FAQs

What is the difference between STORM and Co-STORM?

STORM is an LLM system that generates articles by researching and outlining topics. Co-STORM enhances this by enabling human-AI collaboration, allowing users to actively engage in the conversation, steer the discussion, and build a shared conceptual space through a dynamic mind map.

What language models and retrieval modules does storm support?

storm supports all language models and embedding models integrated with litellm. For retrieval, it integrates with YouRM, BingSearch, VectorRM, SerperRM, BraveRM, SearXNG, DuckDuckGoSearchRM, TavilySearchRM, GoogleSearch, and AzureAISearch, offering flexibility in information gathering.

Can I customize the behavior of the STORM engine?

Yes, storm is designed with a modular architecture using dspy, allowing users to customize different language models and retrieval/search integrations. You can install the source code to modify the engine's behavior directly and define interfaces for various pipeline components.

Trending

Subcategories trending in Research & Education

Study Assistants Knowledge Management Course Creation Scientific Computing Summarization Language Learning

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Also listed in

This tool also appears in

AI Agents & Automation › RAG & Document AI

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