This is a smart chatbot that extracts and queries text from documents and images within them. In this blog, I will guide you how to build this advanced OCR-based chatbot using Vertex AI, LangChain, Gradio, ChromaDB, Google Cloud Storage (GCS), and multithreading. This powerful system manages and queries files efficiently.