InsightFlow

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AI-powered business report generator using multi-agent orchestration to automate research, analysis, and strategic recommendations.

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.gitignore
agents.py
app.py
README.md
requirements.txt
System-Architecture.md
tasks.py
tools.py
visualizations.py

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// repository documentation

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```

AI-Powered Multi-Agent Business Intelligence System

Automating research, analysis, and strategic decision-making using specialized AI agents.

---

## Architecture
- **Research Agent**: Web scraping and data collection
- **Analysis Agent**: SWOT analysis and trend identification  
- **Strategy Agent**: Strategic recommendations and roadmap
- **Report Agent**: Professional report generation

The system uses a robust LLM fallback architecture, intelligently switching between `OpenGateway`, `Groq`, and `Gemini` automatically to ensure maximum uptime, even during rate limits or service timeouts.

## Business Impact
- Reduces research time from 8 hours → 15 minutes (97% reduction)
- Provides structured, consistent analysis framework
- Enables analysts to focus on high-value decision-making
- Scalable across industries and company sizes

## Tech Stack
- **CrewAI**: Multi-agent orchestration
- **LLMs**: Groq (primary) and Google Gemini (fallback) natively integrated
- **Streamlit**: Modern, adaptive UI
- **Plotly**: Dynamic, auto-generated interactive visualizations
- **SerperDev**: Real-time web search capabilities

## Setup & Installation

1. **Clone the repository:**
   ```bash
   git clone https://github.com/your-username/InsightFlow.git
   cd InsightFlow
   ```

2. **Install dependencies:**
   ```bash
   pip install -r requirements.txt
   ```

3. **Configure Environment Variables:**
   Create a `.env` file in the root directory and add your API keys:
   ```env
   SERPER_API_KEY=your_serper_key_here

# LLM Providers (Provide at least one)
   GROQ_API_KEY=your_groq_key_here
   GEMINI_API_KEY=your_gemini_key_here
   OPENGATEWAY_API_KEY=your_opengateway_key_here
   OPENGATEWAY_BASE_URL=https://opengateway.gitlawb.com/v1
   ```

4. **Run the Application:**
   ```bash
   streamlit run app.py
   ```
   Navigate to `http://localhost:8501` to view the dashboard!

## Future Enhancements
- Financial data integration (Yahoo Finance API)
- PDF export with charts/graphs
- Multi-company comparison mode
- Custom analysis frameworks beyond SWOT

InsightFlow

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