Multi-Agent AI - Deep Research

This app creates a research article from a topic and user-provided information.

huggingface.co/spaces/bstraehle/multi-agent-ai…
Multi-Agent AI - Deep Research homepage screenshot

About Multi-Agent AI - Deep Research

Multi-Agent AI - Deep Research is a web app, hosted as a Hugging Face Space, that generates a research article from a topic and any information the user supplies. The user enters an OpenAI API key and a topic, and the app produces a longer article based on that input. The app is built on the LangGraph framework and uses two agents: a Manager and a Researcher, both listed as using gpt-4.1.

The Researcher agent has access to the Tavily Search API and a custom tool called Today. The homepage shows a sample article on large language models and the fair use doctrine, dated May 2025, as an example of the output. The app is not open source, and no code repository is listed. Pricing is not known.

Key features

  • Generates a research article from a user-entered topic and supplied information
  • Multi-agent workflow built on the LangGraph framework with Manager and Researcher agents
  • Researcher agent can search the web through the Tavily Search API
  • Includes a custom tool named Today, as listed on the homepage
  • Evaluation of the app through LangSmith
Best for: People who want a draft research article on a chosen topic and already have an OpenAI API key.
Good for
  • The homepage lists the agents, models, and tools the app uses.
  • Web search is provided through a named search service, the Tavily Search API.
Watch out for
  • Requires the user to enter their own OpenAI API key.
  • The app is not open source, according to the directory listing.

Multi-Agent AI - Deep Research at a glance

Type
Online tool
Pricing
Not confirmed. Check the site
Platforms
Web
Open source
Not stated
Last checked
Oct 6, 2026 · Online when checked
Listed
Oct 5, 2026

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Multi-Agent AI - Deep Research FAQ

What do I need to start?
The homepage says to enter an OpenAI API key and a topic. The app then generates a detailed research article based on the information provided.
Which search service does the app use?
The Researcher agent uses the Tavily Search API as one of its tools.
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