Check all predictions and respective intents

Rasa Open Source
1

Is it possible to check all the classified intents and their respective entities? Currently, the model outputs the result with the highest confidence. How can I query all the other intents one by one regardless of confidence and check for predictions?

2

Hi @sumitsaha, you can use the HTTP API to parse a message with your Rasa model and get the full intent breakdown.

The response object contains the element intent_ranking that stores all the confidence information:

{
    "text": "Hi",
    "intent": {
        "id": 3351123226924298327,
        "name": "greet",
        "confidence": 0.9998955131
    },
    "entities": [],
    "intent_ranking": [
        {
            "id": 3351123226924298327,
            "name": "greet",
            "confidence": 0.9998955131
        },
        {
            "id": -7503364390322699277,
            "name": "chitchat",
            "confidence": 0.0000701769
        },
        {
            "id": -7477535035922634779,
            "name": "thankyou",
            "confidence": 0.0000227083
        },
        {
            "id": -1399674655192123369,
            "name": "bot_challenge",
            "confidence": 0.000004893
        },
        {
            "id": -1208978872258037789,
            "name": "stop",
            "confidence": 0.0000036492
        },
        {
            "id": 8816719142779407201,
            "name": "deny",
            "confidence": 0.0000020244
        },
        {
            "id": -1750768160529046574,
            "name": "affirm",
            "confidence": 0.0000009217
        },
        {
            "id": 4137433111448671806,
            "name": "inform",
            "confidence": 0.0000000938
        },
        {
            "id": -4386500614336766294,
            "name": "request_restaurant",
            "confidence": 0.0000000004
        }
    ]
}
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