DocBrief

Smart Document Assistant

DocBrief is a web application that allows users to upload PDF documents, get concise AI-generated summaries, and ask questions to an intelligent assistant. The assistant retrieves accurate answers directly from the document content using vector search technologies.

• PDF Processing: Automatic splitting and embedding generation.
• RAG Architecture: Uses FAISS or Pinecone for accurate context retrieval.
• AI Summarization: Powered by Google Generative AI (or customizable LLM).
• Observability: Monitoring via LangSmith.