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Agents collaborate to research topics, analyse data with DuckDB, and assist with code — all through a clean web interface.\n\n![Python](https://img.shields.io/badge/Python-3776AB?style=flat&logo=python&logoColor=white)\n![CrewAI](https://img.shields.io/badge/CrewAI-FF6B35?style=flat&logoColor=white)\n![DuckDB](https://img.shields.io/badge/DuckDB-FFF000?style=flat&logo=duckdb&logoColor=black)\n![Flask](https://img.shields.io/badge/Flask-000000?style=flat&logo=flask&logoColor=white)\n![License](https://img.shields.io/badge/License-MIT-green?style=flat)\n\n---\n\n## What It Does\n\nA multi-agent system where specialized CrewAI agents collaborate:\n\n- **Research Agent** — Gathers and synthesizes information on any topic\n- **Code Agent** — Writes, reviews, and explains code\n- **Analytics Agent** — Queries structured data via DuckDB and reports findings\n\nAll accessible through a lightweight Flask web UI.\n\n---\n\n## Agent Architecture\n\n```\nUser Request\n    │\n    ▼\n┌─────────────────────────┐\n│     CrewAI Crew         │\n│                         │\n│  ┌──────────────────┐   │\n│  │  Research Agent  │   │  ← Web search + synthesis\n│  └──────────────────┘   │\n│                         │\n│  ┌──────────────────┐   │\n│  │   Code Agent     │   │  ← Code generation + review\n│  └──────────────────┘   │\n│                         │\n│  ┌──────────────────┐   │\n│  │ Analytics Agent  │   │  ← DuckDB queries + insights\n│  └──────────────────┘   │\n│                         │\n└─────────┬───────────────┘\n          │\n          ▼\n   Collaborative Output\n   (Flask Web UI)\n```\n\n---\n\n## Features\n\n- **Multi-Agent Collaboration** — CrewAI orchestrates agents with defined roles and goals\n- **DuckDB Analytics** — SQL-powered data analysis with the embedded analytics engine\n- **Web Interface** — Flask-served UI for task submission and result viewing\n- **Modular Design** — Each agent in its own module under `agents/`\n- **Configurable Crew** — Roles, goals, and tools defined in `config.py`\n\n---\n\n## Tech Stack\n\n| Component | Technology |\n|-----------|-----------|\n| Agent Framework | CrewAI |\n| Database | DuckDB |\n| Backend | Flask, Python |\n| Frontend | HTML, CSS |\n| Coordination | CrewAI Task + Crew abstraction |\n\n---\n\n## Quick Start\n\n```bash\ngit clone https://github.com/iampriyabrat14/Crewai-AI-Research-Code-Assistant.git\ncd Crewai-AI-Research-Code-Assistant\npip install -r requirements.txt\ncp .env.example .env   # Add your LLM API key\npython app.py\n```\n\nOpen `http://localhost:5000` — submit a task and watch the agents collaborate.\n\n---\n\n## Project Structure\n\n```\nCrewai-AI-Research-Code-Assistant/\n├── app.py          # Flask entrypoint\n├── config.py       # Crew + agent configuration\n├── agents/         # Individual agent definitions\n├── crew/           # CrewAI crew assembly\n├── db.py           # DuckDB connection + utilities\n├── sql_utils.py    # SQL helpers\n├── charts.py       # Data visualization\n├── templates/      # HTML UI\n├── static/         # CSS + JS\n└── requirements.txt\n```\n\n---\n\n## License\n\nMIT © 2026 Priyabrat Dalbehera\n","readmeExcerpt":"CrewAI Research & Code Assistant 🔬 **Multi-agent research and code assistant** powered by CrewAI. 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