Talk2PDF

Talk2PDF is an application that allows users to interact with their PDF files, enabling them to have a conversation or ask questions about the content.

Features

• Interactive Conversations: Users can talk to their PDFs, asking questions and receiving detailed responses.
• High Accuracy: Implemented Retrieval Augmented Generation (RAG) for improved accuracy and efficiency.
• Customizable: Users can fine-tune the model by adjusting chunk size and chunk overlap.
• Easy Deployment: Deployed using Streamlit for a seamless user experience.

Technologies Used

• OpenAI API:
  • Language Model: gpt-3.5-turbo
  • Embedding Model: text-embedding-ada-002
• Pinecone: Used for vector database management.
• Langchain: Used for building applications with LLMs.
• Streamlit: Utilized for deploying the application.

Deployment

The project is deployed and can be accessed here.

Feel free to explore and interact with your PDFs in a whole new way!