Marathi MoodBot: Rasa chatbot example
The project was a quick implementation of chatbot using the tensforflow embeddings. Though the language mentioned in config file is English but words are in Marathi langauge but written in English.
Prerequisites
Requires Python 3.6.x
Installation
This will install all required packages
pip install rasa
or alternatively you can do
pip install rasa_core
pip install rasa_nlu[tensorflow]
The project was a quick implementation using the tensforflow embeddings
Training
Train the natural language understanding using Rasa NLU
python -m rasa_nlu.train -c config.yml --fixed_model_name current --data nlu.md --path models/ --project nlu
Train the natural language understanding using Rasa NLU
python -m rasa_core.train -s stories.md -d domain.yml -o models/dialogue
Running your Bot
Run your chatbot On cmdline
python -m rasa_core.run -d models/dialogue -u models/nlu/current
Over Web using custome channel
python -m rasa_core.run --enable_api -d models/dialogue -u models/current/nlu --cors "*" --endpoints endpoints.yml --verbose
Evaluate NLU
Evaluates the nlu data
python -m rasa_nlu.evaluate --model models/nlu/current --data nlu.md
Visualize
visualize your stories as a graph
python -m rasa_core.visualize -s stories.md -d domain.yml -o story_graph.html
Results
