At Quickchat (https://quickchat.ai), we're using models like GPT-3 as a basis for our chat engine. It does take a lot of engineering to make progress but we believe that large language models is the way to go - but you wouldn't expect them to work magic on their own.

Here's our consumer app you can try out to talk to our AI: https://quickchat.ai/emerson