Awesome new GitHub that comes with a full stack backend (fastAPI) and front-end (Streamlit). You can serve this framework out the box and it's a good choice to begin with if you want to venture out of the flask WSGI framework and get more into the ASGI side of things. When discussing conversational AI, RASA Co-Founder Alan Nichol discusses the 5 levels of chatbot tech that we all should be striving for, especially for the holy grail: Level 5 aka HAL 9000. The 5 levels of conversational AI are observed both via the end-user and the developer perspective. Interesting read to get a road map of where RASA thinks chatbots are heading and what is required to get HAL on Elon's Starship.

The artificial intelligence revolution is clearly happening. A.I. will transform medicine, give us all super-smart virtual assistants, fight crime and a thousand things more. In order for A.I. to work its miracles, it's going to need data. And I'm predicting that we'll willingly give that data. Do you use Siri, Google Now, Cortana or Alexa?