Smart Docs.AI is an innovative platform that combines cutting-edge AI technologies to revolutionize how you interact with your documents. The app allows you to upload PDFs, tokenize their content, and extract meaningful insights using Langchain and Gemini AI. With real-time question answering capabilities, Smart Docs.AI transforms how you access and understand your documents.
- Secure user login via Clerk authentication, ensuring a personalized and safe experience.
- Once logged in, you can easily upload and manage your PDFs.
- Upload your PDF files, and Smart Docs.AI utilizes Langchain to tokenize and create vector embeddings.
- These embeddings allow the system to understand the document’s content at a deeper level, enabling efficient question answering.
- Highlight text, make notes bold, and adjust alignment directly within the PDF document.
- The system allows you to format your document for a better user experience.
- Ask questions based on the uploaded PDF, and Gemini AI will analyze the content and provide relevant answers.
- The AI system also includes a summarizer, which gives a concise summary of the document.
- For lifetime access and unlimited uploads, you can integrate PayPal to purchase a premium subscription.
- Enjoy full access to Smart Docs.AI for a one-time payment.
- The free tier allows you to upload up to 5 PDFs.
- For premium access, you can use PayPal to unlock lifetime access with unlimited PDF uploads.
- Currently, documents are not saved unless the Gemini AI feature is used.
- This feature is in development to enable saving documents for future reference and continued interaction.
- Enhancements are underway for better document-saving capabilities.
- More powerful AI models and improved embedding quality will be integrated to provide highly accurate answers.
- Additional functionalities like question suggestion.
- UI: Next.js
- Styling: Tailwind CSS
- AI & Embedding: Langchain, Gemini
- Database: MongoDB
- Payment Integration: PayPal
- Authentication: Clerk
In Smart Docs.AI, Langchain is responsible for tokenizing the content of uploaded PDF documents and creating vector embeddings. These embeddings transform the document’s text into numerical representations that are more easily understood by the AI. This allows Gemini AI to quickly process the content and answer user questions based on the document. Langchain makes the entire process of handling and embedding document data seamless, enabling more effective and accurate question-answering capabilities.
We welcome contributions to improve Smart Docs.AI! To contribute:
- Fork the repository
- Create a new branch
- Make your changes
- Submit a pull request
Please ensure that your contributions follow our coding standards and are well-documented.
@Sharad117 for constant guidance and doubt support 😃
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Visit SmartDocs.AI.
Smart Docs.AI is continuously evolving, and we aim to provide the best user experience with the latest AI advancements. Thank you for exploring our project! 🎉