This is a RAG-based chatbot that processes and indexes multiple PDF documents, enabling users to query them through a conversational interface. It leverages LlamaIndex for retrieval and supports various LLMs including Llama3 and Mistral via Ollama or Huggingface. The system uses Gradio for its user interface and runs locally, allowing users to chat with their documents without uploading data to external services.