📄 DocuAnswer: Document-based Q&A System

DocuAnswer is a powerful document-based question-answering system that leverages NLP techniques to extract and provide answers from given pdf documents.

🚀 Features

• format support: Easily handle PDFs
• Natural Language Processing (NLP): Uses LangChain, Transformers, FAISS and ChatGPT to answer questions
• Interactive interface: Streamlit interface to interact with the Application.

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🔧 Installation

To install and run DocuAnswer locally, follow these steps:

1. Clone this repository:

   git clone https://github.com/mittapallynitin/DocuAnswer.git
   cd DocuAnswer

2. Install the required dependencies:

   pip install -r requirements.txt

3. Run the application:

   streamlit run  main.py

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🛠 Technologies Used

• Python
• Langchain for NLP processing and Chunking Documents
• PyPDF to parse PDF files
• SentenceTransformer for creating embeddings
• FAISS for storing and retrieving relevant document chunks
• Flask to provide an REST API endpoint
• Streamlit to provide interactive web interface

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🌱 How to Use

1. Upload a document through the web interface.
2. Ask a question in natural language.
3. Receive the answer extracted from the document.

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🤝 Contributing

Contributions are welcome! To get started:

1. Fork the repository.
2. Create a new branch.
3. Make your changes.
4. Submit a pull request.

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📫 Contact

For questions, suggestions, or collaboration opportunities, feel free to reach out via LinkedIn or email me at mittapally.nitin@gmail.com.