Inference

Model Inference

post

An inference request is made with an HTTP POST to an inference endpoint. The model name and (optionally) version must be available in the URL. If a version is not provided the server may choose a version based on its own policies or return an error.

Path parameters

model_namestringRequired

model_versionstringRequired

Body

application/json

idstringOptional

Responses

200

OK

application/json

model_namestringRequired

model_versionstringOptional

idstringOptional

400

Bad Request

application/json

404

Not Found

application/json

500

Internal Server Error

application/json

post

/v2/models/{model_name}/versions/{model_version}/infer

HTTPcURLJavaScriptPython

POST /v2/models/{model_name}/versions/{model_version}/infer HTTP/1.1
Content-Type: application/json
Accept: */*
Content-Length: 371

{
  "id": "text",
  "parameters": {
    "content_type": "text",
    "headers": {},
    "ANY_ADDITIONAL_PROPERTY": "anything"
  },
  "inputs": [
    {
      "name": "text",
      "shape": [
        1
      ],
      "datatype": "text",
      "parameters": {
        "content_type": "text",
        "headers": {},
        "ANY_ADDITIONAL_PROPERTY": "anything"
      },
      "data": null
    }
  ],
  "outputs": [
    {
      "name": "text",
      "parameters": {
        "content_type": "text",
        "headers": {},
        "ANY_ADDITIONAL_PROPERTY": "anything"
      }
    }
  ]
}

{
  "model_name": "text",
  "model_version": "text",
  "id": "text",
  "parameters": {
    "content_type": "text",
    "headers": {},
    "ANY_ADDITIONAL_PROPERTY": "anything"
  },
  "outputs": [
    {
      "name": "text",
      "shape": [
        1
      ],
      "datatype": "text",
      "parameters": {
        "content_type": "text",
        "headers": {},
        "ANY_ADDITIONAL_PROPERTY": "anything"
      },
      "data": null
    }
  ]
}

Model Inference

post

An inference request is made with an HTTP POST to an inference endpoint. The model name and (optionally) version must be available in the URL. If a version is not provided the server may choose a version based on its own policies or return an error.

Path parameters

model_namestringRequired

Body

application/json

idstringOptional

Responses

200

OK

application/json

model_namestringRequired

model_versionstringOptional

idstringOptional

400

Bad Request

application/json

404

Not Found

application/json

500

Internal Server Error

application/json

post

/v2/models/{model_name}/infer

HTTPcURLJavaScriptPython

POST /v2/models/{model_name}/infer HTTP/1.1
Content-Type: application/json
Accept: */*
Content-Length: 371

{
  "id": "text",
  "parameters": {
    "content_type": "text",
    "headers": {},
    "ANY_ADDITIONAL_PROPERTY": "anything"
  },
  "inputs": [
    {
      "name": "text",
      "shape": [
        1
      ],
      "datatype": "text",
      "parameters": {
        "content_type": "text",
        "headers": {},
        "ANY_ADDITIONAL_PROPERTY": "anything"
      },
      "data": null
    }
  ],
  "outputs": [
    {
      "name": "text",
      "parameters": {
        "content_type": "text",
        "headers": {},
        "ANY_ADDITIONAL_PROPERTY": "anything"
      }
    }
  ]
}

{
  "model_name": "text",
  "model_version": "text",
  "id": "text",
  "parameters": {
    "content_type": "text",
    "headers": {},
    "ANY_ADDITIONAL_PROPERTY": "anything"
  },
  "outputs": [
    {
      "name": "text",
      "shape": [
        1
      ],
      "datatype": "text",
      "parameters": {
        "content_type": "text",
        "headers": {},
        "ANY_ADDITIONAL_PROPERTY": "anything"
      },
      "data": null
    }
  ]
}