Brainstorming Agent

A powerful, AI-driven brainstorming platform designed for pharma marketing and strategic planning. This application leverages Gemini's thinking models to generate insights, evidence-backed statements, and strategic frameworks.

🚀 Features

• Strategic Brainstorming: Create sessions with marketing briefs, lifecycle stages, and target audiences.
• AI-Powered Insights: Uses Gemini Thinking models to generate high-quality brainstorming outputs.
• Evidence-Backed: Automatically gathers and cites evidence from uploaded source documents.
• Statement Library: Review, score, and lock final brainstorming statements into a persistent library.
• Agent Studio: Manage custom agent personas with specific system prompts and tools.
• Document Management: Integrated document library for uploading and searching source materials.
• Modern UI: A "Minimalist Modern" design system built for professional and artistic sensibilities.

🛠 Tech Stack

Backend

• Framework: FastAPI (Python)
• Database: SQLAlchemy with SQLite
• LLM Integration: Gemini (Google AI)
• Process Orchestration: Custom agentic flow for multi-step reasoning

Frontend

• Framework: React + TypeScript (Vite)
• Styling: Tailwind CSS
• Design System: Custom "Minimalist Modern" with Framer Motion animations
• State Management: React Hooks

📦 Setup & Installation

Prerequisites

• Python 3.10+
• Node.js 18+
• Gemini API Key

Backend Setup

1. Navigate to the backend directory:

   cd backend

2. Create a virtual environment:

   python -m venv venv
   source venv/bin/activate  # On Windows: venv\Scripts\activate

3. Install dependencies:

   pip install -r requirements.txt

4. Create a .env file in the backend/ directory and add your API keys:

   GEMINI_API_KEY=your_key_here

5. Run the server:

   python -m uvicorn data_library.api:app --reload

Frontend Setup

1. Navigate to the frontend directory:

   cd frontend

2. Install dependencies:

   npm install

3. Run the development server:

   npm run dev

Quick Start (Both Services)

From the root directory, run:

.\run_app.ps1

This will start both backend and frontend in separate windows.

🖥 Usage

1. Upload Documents: Start by adding source documents to the library via the Documents tab.
2. Create Session: Set up a new brainstorming session with your marketing brief and target audience.
3. Add Inputs: Provide starting statements or questions to guide the AI.
4. Run Brainstorm: Initiate the AI run to generate insights and gather evidence.
5. Review & Lock: Evaluate the results and save the best statements to your library.

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Built with ❤️ by the Brainstorming Agent Team