[mtthwmtthw]

Are there any open source project like this? I would imagine it's a machine learning model to match intent and then a custom NER that extracts slots. I'm sure the actual models are pretrained on lots of data, and the process is probably a lot more complex. Given the abundance of vendors in this space, it has to at least be a possibility .

[sprobertson]

For very simple human language to intent parsing (no prompting or context keeping), here's a RNN model in Torch that learns intents and slots based on a bunch of template sentences: https://github.com/spro/intense