Building a Local Document Chatbot with RAG and Ollama

Explore the development of a local document chatbot designed for efficient and secure PDF navigation without relying on cloud AI, ensuring privacy and transparency. The session presents the problem, a safe solution approach, a live demonstration of chatbot functionalities, and an overview of the proposed tech stack, including FastAPI, LangChain, Streamlit, embedding techniques, and vector databases. Final recommendations highlight consulting organisational resources, scalable implementation,...