| desc: | Learn more about open-source natural language processing library Rasa NLU for intent classification and entity extraction in on premise chatbots. |
|---|
Rasa NLU is an open-source natural language processing tool for intent classification, response retrieval and entity extraction in chatbots. For example, taking a sentence like
"I am looking for a Mexican restaurant in the center of town"and returning structured data like
{
"intent": "search_restaurant",
"entities": {
"cuisine" : "Mexican",
"location" : "center"
}
}If you want to use Rasa NLU on its own, see :ref:`using-nlu-only`.