Intelligent Research & Report Generator Agent

An autonomous AI agent that conducts comprehensive research on any topic and generates detailed, well-structured reports.

🎯 Problem Statement

Manual research is time-consuming, inconsistent, and often incomplete. This agent autonomously:

• Researches topics across multiple sources
• Synthesizes information intelligently
• Generates comprehensive, well-structured reports
• Adapts research depth based on query complexity

🚀 Features

• Autonomous Research: Automatically searches and gathers information from multiple sources
• Intelligent Synthesis: Combines findings from different sources into coherent insights
• Smart Report Generation: Creates well-formatted reports with citations and structure
• Multi-step Reasoning: Plans research strategy and executes systematically
• Source Tracking: Maintains references and citations for all information

📁 Project Structure

├── src/
│   ├── agent/
│   │   ├── __init__.py
│   │   ├── research_agent.py      # Main agent orchestrator
│   │   └── planner.py             # Research planning logic
│   ├── modules/
│   │   ├── __init__.py
│   │   ├── web_researcher.py      # Web search and content extraction
│   │   ├── synthesizer.py         # Information synthesis
│   │   └── report_generator.py    # Report creation
│   └── utils/
│       ├── __init__.py
│       └── config.py              # Configuration management
├── outputs/                        # Generated reports
├── .env.example                    # Environment variables template
├── requirements.txt                # Python dependencies
└── main.py                         # CLI entry point

🛠️ Setup

1. Install dependencies:

pip install -r requirements.txt

2. Set up environment variables:

cp .env.example .env
# Edit .env and add your API keys

3. Run the agent:

python main.py

📝 Usage

from src.agent.research_agent import ResearchAgent

agent = ResearchAgent()
report = agent.research("Impact of AI on healthcare")
print(report)

🔧 Technologies

• LangChain: Agent framework and orchestration
• Google Gemini: LLM for reasoning and generation (free API available)
• Tavily/DuckDuckGo: Web search capabilities
• BeautifulSoup: Web content extraction
• Markdown: Report formatting