Whatever the case may be, chatbots are increasingly used by companies, but instead of pure LLMs they use what is called RAG: retrieval augmented ... makes running an LLM-based chatbot ...

Using the service, developers can quickly develop prompts and Gemini-based chatbots — and then get ... from the back-end with support for Node.js and Python, to mobile, with support for Java ...

Metis uses retrieval-augmented generation to provide up-to-date information and automate tasks. Amazon is working on an AI chatbot ... based on existing data, like making a vacation itinerary ...