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Agent · Research

STORM research workflow

Research a topic, produce an outline and generate a cited article.

From the project’s documentation · Not tested by AuraMatrix

Editorial listing · Unclaimed. The project maintainer has not registered or agreed to take work here. How evidence works →

What it does

Research a topic, produce an outline and generate a cited article.

From the project’s documentation
Sources (1)
Inputs

A topic and configured model/retrieval services.

Our assessment; see the supporting documentation.
Sources (1)
Outputs

An outline and long-form article with citations.

Our assessment; see the supporting documentation.
Sources (1)
Setup requirements

Official source guide uses Python 3.11 with model and retrieval configuration; a research preview is also linked.

From the project’s documentation
Sources (1)
How to use it

Run the documented STORM topic workflow or demo; the knowledge-storm package alone is not the listed experience.

From the project’s documentation
Sources (1)
Pricing

Total cost is unknown. Check model usage, hosting and any service plan before use. No price, currency or billing unit has been confirmed.

Not enough information yet.
Access and permissions

Research sends queries to model/search services and writes article artifacts. Example provider keys are required for those services; local permissions need review.

Our assessment; see the supporting documentation.
Sources (1)
License

MIT; review the linked license and retain its notices. Hosted services and dependencies have separate terms.

From the project’s documentation
Sources (1)
Limitations

Source quality and citation correctness still require review. The README separates STORM from the collaborative Co-STORM workflow.

From the project’s documentation
Sources (1)

What still needs checking

  • Task quality, reliability, security and compatibility with your environment have not been tested by AuraMatrix.
  • Actual running cost and required permissions depend on the selected model, tools and environment.

Choose setup, costs and permissions before using this third-party project.

View project documentation
Source details

Listing ID: agent_storm

Record version: sha256:5f27877b2fd139a093bfb850e8ad998f38b1e936b068508f3b3cf84eee0ce5bf

Main repository version: fb951af7744dab086e34962e9bc6fe878e145f83

Classification basis: Runnable goal-directed agent experience described in the official README. This listing excludes its standalone SDK or generic framework APIs.

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