Research paper Analysis AI Agent 🤖

An intelligent document analysis system powered by OpenAI, LangChain, and Pinecone

🌟 Features

📄 Multi-document processing and analysis 🔍 Intelligent text summarization 🎯 Automated key points extraction 📊 Topic distribution analysis 🔄 Cross-document comparison 📈 Visual insights generation 🔗 Semantic search capabilities

🛠️ Technology Stack

Language Model: OpenAI GPT-3.5-turbo-16k Framework: LangChain Vector Database: Pinecone Visualization: Matplotlib, Seaborn Analysis: scikit-learn, NetworkX Data Processing: Pandas, NumPy

📋 Prerequisites Python 3.8+ OpenAI API key Pinecone API key

🎯 Use Cases

Academic Research Analysis Literature Review Automation Technical Document Comparison Business Report Analysis Research Paper Summarization Knowledge Base Creation

🤝 Contributing Contributions are welcome! Please feel free to submit a Pull Request.

Fork the repository Create your feature branch (git checkout -b feature/AmazingFeature) Commit your changes (git commit -m 'Add some AmazingFeature') Push to the branch (git push origin feature/AmazingFeature) Open a Pull Request

🙏 Acknowledgments

OpenAI for their powerful language models LangChain for the amazing framework Pinecone for efficient vector search capabilities