This is the code provided for Bachelor diploma "User intent detection in conversation systems", 2019, MIPT.
First build a docker container:
docker build -t intent_catcher .
Then run it:
docker run -it -p 8014:8014 intent_catcher
To send phrases to container, use python3 test_server.py. To modify phrases, see test_server.py and modify the request sentences.
Intent data is located at data/full_dataset.json at data['alexa_prize']['train']. The list of intents is located there.