README.md

Tensorflow Toxicity API

REST API server built using Node/Express.js

Server Link(Host): Not Hosted

Response Time: 1m 9sec or more. :-(

Classify API Endpoint

Make a POST request to the endpoint with the sentence whose toxicity is to be detected.

API Address: <host>/classify

Request Format: JSON

Request Method: POST

{
    "text": A `string` parameter (Sentence whose toxicity is to be detected),
}

Validations -ExpressValidator:

• text required field

Response Format: JSON

{
    "result": [
        {
            "label": "identity_attack",
            "results": [
                {
                    "probabilities": {
                        "0": 0.9659663438796997,
                        "1": 0.034033700823783875
                    },
                    "match": false
                }
            ]
        },
        {
            "label": "insult",
            "results": [
                {
                    "probabilities": {
                        "0": 0.08124702423810959,
                        "1": 0.9187529683113098
                    },
                    "match": true
                }
            ]
        },
        {
            "label": "obscene",
            "results": [
                {
                    "probabilities": {
                        "0": 0.3993152379989624,
                        "1": 0.6006847620010376
                    },
                    "match": null
                }
            ]
        },
        {
            "label": "severe_toxicity",
            "results": [
                {
                    "probabilities": {
                        "0": 0.9970394968986511,
                        "1": 0.002960436511784792
                    },
                    "match": false
                }
            ]
        },
        {
            "label": "sexual_explicit",
            "results": [
                {
                    "probabilities": {
                        "0": 0.7053251266479492,
                        "1": 0.2946748435497284
                    },
                    "match": null
                }
            ]
        },
        {
            "label": "threat",
            "results": [
                {
                    "probabilities": {
                        "0": 0.9106737971305847,
                        "1": 0.08932614326477051
                    },
                    "match": false
                }
            ]
        },
        {
            "label": "toxicity",
            "results": [
                {
                    "probabilities": {
                        "0": 0.031176716089248657,
                        "1": 0.9688233137130737
                    },
                    "match": true
                }
            ]
        }
    ]
}

Sample POST Requests

{
    "localhost:3000/classify"
    {
        "text": "you are a bad boy"
    }
}