Is there a way to get the bot’s response back from the running Rasa Bot server as JSON?
I’m currently hitting the /model/parse endpoint with a POST request, but, as the docs say: “[/model/parse]…[p]redicts the intent and entities of the message posted to this endpoint. No messages will be stored to a conversation and no action will be run. This will just retrieve the NLU parse results.”
[source: Rasa Documentation ]
I suppose I’m looking for whatever it is that replaced the /parse endpoint from the last version of Rasa, before that endpoint was (apparently) deprecated. I tried checking the migration guide, but—again—no luck!
This is the response I’m currently getting, so everything looks fine:
{
“intent”:{
“name”:“greet”,
“confidence”:0.9426363707
},
“entities”:[
],
“intent_ranking”:[
{
“name”:“greet”,
“confidence”:0.9426363707
},
{
“name”:“affirm”,
“confidence”:0.0766754672
},
{
“name”:“mood_unhappy”,
“confidence”:0.0
},
{
“name”:“mood_great”,
“confidence”:0.0
},
{
“name”:“deny”,
“confidence”:0.0
},
{
“name”:“goodbye”,
“confidence”:0.0
}
],
“text”:“hello”
}
This is my request code:
app.get(‘/endpoint’, () => { var payload = { ‘text’: ‘hello’ }
request.post(
{
url: ‘http://localhost:5005/model/parse’,
form: JSON.stringify(payload),
headers: {
“Content-Type”: “application/json”,
}
},
function (err, httpResponse, body) {
console.log(Body: ${body});
}
);
})
This is the command I’m using to start the Rasa bot server:
rasa run -m models --enable-api --log-file out.log
^^^ (It’s from the tutorial…)
I’ve tried the solutions mentioned in these links:
But most of these are outdated, and I’m getting errors about deprecation. I’m currently going through the other API endpoints, like the Tracker ones, but still no luck.
Any help would be greatly appreciated, thanks! Apologies if I haven’t provided enough background, I’m new here. Thanks again!
Best,
Martin
P.S. - In the Rasa shell, everything is working fine as well.
