Gradio Predict API Docs

Predict API Docs for:

This interface takes in {{ len_inputs }} input(s) and returns {{ len_outputs }} output(s).

The URL endpoint is:

Input(s): [{%for i in range(0, len_inputs)%} {{inputs[i]}}{% if i != len_inputs - 1 %} ,{% endif %}{%endfor%} ]

{{inputs[i]}} accepts the {{ input_types_doc[i]}} as type {{ input_types[i] }}

Output(s): [{%for i in range(0, len_outputs)%} {{outputs[i]}}{% if i != len_outputs - 1 %} ,{% endif %}{%endfor%} ]

{{outputs[i]}} returns the {{ output_types_doc[i]}} as type {{ output_types[i]}}

Payload:

{

"data": [{%for i in range(0, len_inputs)%} {{ input_types[i] }}{% if i != len_inputs - 1 %} ,{% endif %}{%endfor%} ]

}

{% if auth is not none %}

Note: This interface requires authentication. This means you will have to first post to the login api before you can post to the predict endpoint. See below for more info

{% endif %}

Response:

{

"data": [{%for i in range(0, len_outputs)%} {{ output_types[i] }}{% if i != len_outputs - 1 %} ,{% endif %}{%endfor%} ],

"durations": [ float ], # the time taken for the prediction to complete

"avg_durations": [ float ] # the average time taken for all predictions so far (used to estimate the runtime)

}

Try it (live demo):

{% if auth is not none %}

import requests

sess = requests.session()

sess.post(url='

data={"username": "USERNAME", "password":"PASSWORD"})

r = sess.post(url='

json={"data":

[{% for i in range(0, len_inputs) %}{{ sample_inputs[i]|tojson }}{% if i != len_inputs - 1 %}

{% endif %}{%endfor%}

]})

r.json()

{% else %}

import requests

r = requests.post(url='

json={"data":

[{% for i in range(0, len_inputs) %}{{ sample_inputs[i]|tojson }}{% if i != len_inputs - 1 %}

{% endif %}{%endfor%}

]})

r.json()

{% endif %}

{% if auth is not none %}

curl -X POST -F 'username=USERNAME' -F 'password=PASSWORD' -c cookies.txt

curl -X POST

-H 'Content-Type: application/json' -d '{"data": [{%for i in range(0, len_inputs)%}{{ sample_inputs[i]|tojson }}{% if i != len_inputs - 1 %}

{% endif %}{%endfor%}

]}' -b cookies.txt

{% else %}

curl -X POST

-H 'Content-Type: application/json' -d '{"data": [{%for i in range(0, len_inputs)%}{{ sample_inputs[i]|tojson }}{% if i != len_inputs - 1 %}

{% endif %}{%endfor%}

]}'

{% endif %}

{% if auth is not none %}

// Will only work locally.

fetch('', { method: "POST", body: "username=USERNAME&password=PASSWORD"

, credentials: 'same-origin', headers: { "Content-Type": "application/x-www-form-urlencoded" } })

fetch('', { method: "POST", body: JSON.stringify({"data":[{%for i in range(0, len_inputs)%} {{ sample_inputs[i]|tojson }}{% if i != len_inputs - 1 %},{% endif %}{%endfor%}

]}), credentials: 'same-origin', headers: { "Content-Type": "application/json" } }).then(function(response) { return response.json(); }).then(function(json_response){ console.log(json_response) })

{% else %}

fetch('', { method: "POST", body: JSON.stringify({"data":[{%for i in range(0, len_inputs)%} {{ sample_inputs[i]|tojson }}{% if i != len_inputs - 1 %},{% endif %}{%endfor%}

]}), headers: { "Content-Type": "application/json" } }).then(function(response) { return response.json(); }).then(function(json_response){ console.log(json_response) })

{% endif %}

{% if auth is not none %}

Live POST is turned off for interfaces that require authentication.

{% endif %}