The Document AI Bot is a powerful tool designed to interact with PDF documents using advanced AI. By leveraging state-of-the-art language models, the bot extracts text, analyzes content, and provides relevant answers to user queries about the PDF documents.
- Easy PDF Upload: Seamlessly upload PDF files through a user-friendly interface.
- AI-Driven Text Analysis: Extract and process text from PDFs to enable efficient querying.
- Natural Language Queries: Ask questions in plain language and receive contextually relevant answers.
- Efficient Document Search: Perform similarity searches to retrieve the most pertinent information.
- User-Friendly Interface: Built with Streamlit for an intuitive and easy-to-navigate application.
- Genrate summary: Generate summaries of the extracted text.
- Upload Your PDF: Drag and drop your PDF file into the upload area.
- AI-Driven Text Analysis: The bot reads and processes the document, creating embeddings for querying.
- Ask Questions: Enter your questions about the PDF content.
- Receive Answers: Get accurate and relevant responses from the AI.
- Python 3.7 or higher
- Clone the repository:
git clone https://github.com/your-username/document-ai-bot.git cd document-ai-bot - Create a virtual environment (optional but recommended):
python -m venv venv
source venv/bin/activate # On Windows use `venv\Scripts\activate`
- Install the required packages:
pip install -r requirements.txt
- Create a .env file in the project directory with your OpenAI API key:
OPENAI_API_KEY=your_openai_api_key_here
- Run the Streamlit app:
streamlit run app.py