Jonorags

A large language model (LLM) powered retrieval augmented generation (RAG) web application, hosted by Streamlit, that allows a user to:

• upload one or more PDF documents (within reasonable size limits)
• summarize each of those documents
  • customize the summaries by length
• have the option to include
  • sentiment analysis
  • named entity recognition
• chat with the LLM (i.e. a chatbot)
  • customize the chat messages by length
• start over with a new session either by file or by chat

Demo

• Streamlit

Code

• GitHub