This project provides a suite of specialized AI agents designed to enhance brainstorming sessions, offering structured approaches inspired by proven techniques. It targets individuals and businesses seeking to generate creative and targeted solutions, leveraging LLMs through curated chains rather than direct ChatGPT interaction.

How It Works

The application utilizes LangChain and Streamlit to implement various structured brainstorming methods. Instead of complex agent orchestration or LangGraph, it runs specific, optimized chains tailored to each technique. This approach ensures a guided and comprehensive idea exploration process, organizing outputs into a hierarchical tree structure for clarity and depth.

Quick Start & Requirements

• Install dependencies: pip install -r requirements.txt
• Run the app: streamlit run ./app.py
• Requires Python 3.x.
• Deployed app available at: https://brainstormers-2x7cxamrj2ngjbadgzthi4.streamlit.app/

Highlighted Details

• Implements Big Mind Mapping, Reverse Brainstorming, Role Storming, SCAMPER, Six Thinking Hats, and Starbursting.
• Outputs are structured as idea trees with progressive expansion.
• Big Mind Mapping sessions are estimated at $0.01 per session.
• Video demo available: https://github.com/user-attachments/assets/681a3a87-da52-482d-904f-3731c9679ca1

Maintenance & Community

The project is seeking collaborators or sponsors for further development, citing a lack of budget and advanced software engineering skills. Future improvements include streamable output, HuggingFace deployment, local LLM integration, and runtime optimization.

Licensing & Compatibility

The repository does not explicitly state a license. Compatibility for commercial use or closed-source linking is not specified.

Limitations & Caveats

The project is presented as an initial step with significant potential, indicating a need for further development and collaboration. The author explicitly states a lack of budget and advanced software engineering skills, suggesting the project may be in an early, potentially unstable, stage.