ChatDoc is an innovative web application designed to transform how you interact with your documents. By leveraging advanced retrieval-augmented generation (RAG) technology, ChatDoc allows users to upload various document formats such as PDF, TXT, CSV, XLSX, PPTX, and DOCX, and engage in intelligent conversations with the content. The platform provides instant answers, summaries, and insights from your files, making it a powerful tool for extracting and utilizing information.

Key Features

• Document Upload: Seamlessly upload documents via API or web form.

• Text Processing: Automatic text extraction and chunking for efficient data handling.

• Embeddings: Utilize MistralAI for embedding and store data in Milvus.

• Query and Response: Generate responses using OpenAI-compatible LLMs.

• User Interface: Real-time, responsive React UI with comprehensive features like upload history and settings.

• Admin Controls: Manage uploads and vector store with admin endpoints.

ChatDoc is built on a robust tech stack including FastAPI for backend operations, React and Vite for frontend development, and Milvus for vector storage. It supports seamless integration with state-of-the-art language models, offering a REST API and a web-based interface for diverse use cases. Whether you're looking to enhance productivity or gain deeper insights from your documents, ChatDoc provides a comprehensive solution.