STORM

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An LLM-powered knowledge curation system that researches a topic and generates a full-length report with citations. [#opensource](https://github.com/stanford-oval/storm/)

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STORM at a glance

What it is
An LLM-powered knowledge curation system that researches a topic and generates a full-length report with citations.
Who it's for
A good fit for users working with Academic Research & Literature Review who want to cut the manual steps.
Primary use case
[#opensource](https://github.com/stanford-oval/storm/).
  • CategoryAcademic Research & Literature Review
  • PricingFree Tier
  • Starting priceFree, paid plans available
  • Credit cardNo credit card required
  • Foundation modelGPT-4o
  • Bring your own keyNot supported
  • RatingNo reviews yet. Be the first to rate.

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Overview

An LLM-powered knowledge curation system that researches a topic and generates a full-length report with citations. [#opensource](https://github.com/stanford-oval/storm/)

Pros

  • Actively developed and widely used

Cons

  • Feature set changes quickly

In detail

STORM is an open-source, LLM-powered knowledge curation system that researches a topic and generates a full-length report with citations. It brings topic exploration and report drafting into one workflow, providing a structured starting point for understanding a subject and examining its supporting sources.

The tool is suited to researchers, students, and other readers who need an initial overview before digging into the literature. Its cited reports can help orient further reading and frame research questions, but generated claims and references should be checked against original sources before academic use.

Common uses

  • Generate a cited overview of an unfamiliar research topic
  • Create a starting draft for a literature review
  • Explore background information before defining a research question
  • Identify cited sources for closer reading
  • Prepare a topic briefing to support academic discussion

Pros

  • Combines topic research with full-length report generation
  • Includes citations for source checking and follow-up reading
  • Open-source code is available for inspection and adaptation
  • Offers a structured starting point for further research

Cons

  • LLM-generated claims and citations require verification
  • A generated report may miss relevant literature
  • Does not replace critical reading or a systematic review process

Generated from the listing's details and not yet checked by a Zoipi editor.

Key Features

  • An LLM-powered knowledge curation system that researches a topic and generates a full-length report with citations
  • [#opensource](https://github.com/stanford-oval/storm/)

Best For

  • Solo builders and small teams handling academic research & literature review in-house
  • Anyone testing the space without an upfront budget

Pricing Model

Free Tier. Generous ongoing free tier you can start with, no credit card needed. Paid plans unlock higher limits.

Pricing Breakdown

Starting price
Free, paid plans available
Free trial / credits
Ongoing free tier, no time limit
Credit card
No credit card required
Free Tier (No CC)

Screenshots

Live preview of STORM's website.

Frequently asked questions

An LLM-powered knowledge curation system that researches a topic and generates a full-length report with citations. It is listed under Academic Research & Literature Review on ZOIPI AI.

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