{"info":{"_postman_id":"2be5077a-5241-4f41-bf44-e36e4743bbf5","name":"Intent Classification Service","description":"

API documentation for intent classification service.

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Returns HTTP status code 200 with response body \"OK\" when the server is running, the model has been loaded, and is ready to serve inference requests, and 423 with response body \"Not ready\" when the model has not been loaded.

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Responds intent classification results for the given query utterance.

Request

JSON request with a MIME-Type of application/json and body:

text string: Input sentence intent classification

Response

JSON response with body:

intents [Prediction]: An array of top 3 intent prediction results. See the Prediction type below.

Prediction is a JSON object with fields:

label string: Intent label name
confidence float: Probability for the predicted intent

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Spanish","originalRequest":{"method":"POST","header":[],"body":{"mode":"raw","raw":"{\n \"text\": \"¿Cuál es el costo del vuelo que vuela de Memphis a Tacoma?\"\n}","options":{"raw":{"language":"json"}}},"url":"http://127.0.0.1:8080/intent"},"status":"OK","code":200,"_postman_previewlanguage":"json","header":[{"key":"Server","value":"Werkzeug/3.0.0 Python/3.10.11"},{"key":"Date","value":"Thu, 19 Oct 2023 22:47:02 GMT"},{"key":"Content-Type","value":"application/json"},{"key":"Content-Length","value":"131"},{"key":"Connection","value":"close"}],"cookie":[],"responseTime":null,"body":"{\n \"intents\": [\n {\n \"confidence\": 0.94,\n \"label\": \"airfare\"\n },\n {\n \"confidence\": 0.142,\n \"label\": \"flight\"\n },\n {\n \"confidence\": 0.016,\n \"label\": \"flight_no\"\n }\n ]\n}"},{"id":"8806215e-61d3-41d1-aff3-224cb270950b","name":"200 - English","originalRequest":{"method":"POST","header":[],"body":{"mode":"raw","raw":"{\n \"text\": \"what is the cost for the flight that flies from memphis to tacoma?\"\n}","options":{"raw":{"language":"json"}}},"url":"http://127.0.0.1:8080/intent"},"status":"OK","code":200,"_postman_previewlanguage":"json","header":[{"key":"Server","value":"Werkzeug/3.0.0 Python/3.10.11"},{"key":"Date","value":"Thu, 19 Oct 2023 22:47:54 GMT"},{"key":"Content-Type","value":"application/json"},{"key":"Content-Length","value":"130"},{"key":"Connection","value":"close"}],"cookie":[],"responseTime":null,"body":"{\n \"intents\": [\n {\n \"confidence\": 0.949,\n \"label\": \"airfare\"\n },\n {\n \"confidence\": 0.037,\n \"label\": \"flight\"\n },\n {\n \"confidence\": 0.018,\n \"label\": \"airline\"\n }\n ]\n}"}],"_postman_id":"6401b2aa-c4d3-4881-9ba6-7182af00ef43"}]}