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: [image] Web Integration of Rasa Bot Rasa Open Source Using Rasa NLU - 0.11.4 and Rasa Core - 0.8.2 I’m facing issues with integrating Rasa bot with Web. My objective is to send an API call to Bot and get back the reply. Very much similar to what @juste_petr did in her tutorial. But not on slack, rather on a local system. For example, I send a simple CURL request to the bot, and it returns the reply. Current Status: My bot is recieving the message sent through CURL command, but returns NULL value. I’ve implemented this , excluding the Slack parts.… Simple Rasa Core + NLU Rest API delivering responses opened 09:44PM - 27 Nov 17 UTC (UTC) closed 09:47AM - 21 Mar 19 UTC (UTC) [jenniferzhu] jenniferzhu My goal is to wrap the rasa core + nlu bot into an API so that I can call it in … some JavaScript-based UI, such as a simple angularjs-chat ( http://angularjs.chat/tutorials/angularjs-basic-chat-module/). However, I can only use CustomInput to send a message to "localhost:5005" by POST but I cannot get the response from my bot. Is there any way that I could build/modify on top of the rasa_core? I know that it is already using Flask, so I don’t want to build another Flask app on top of t…

Hey @mepc36 thanks I am glad that it solved your issue :grinning_face_with_smiling_eyes:

Thank you SO much Jitesh, you’re a life-saver! Really great article, I hope they pin it on a “FAQ” board somewhere for Rasa stack! Re-posting it here to show my appreciation…I also tweeted it out!! Really can’t thank you enough, you’re the best. Best, -Martin

Getting Bot's Response back as JSON?

Rasa Open Source

JiteshGaikwad (Jitesh Gaikwad) July 19, 2019, 4:28am 2

Hey @mepc36, can you try this steps:

Rest api implementation

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Getting Bot's Response back as JSON?

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