Classifiers

Overview

Classifiers API.

Available Operations

• moderate - Moderations
• moderate_chat - Chat Moderations
• classify - Classifications
• classify_chat - Chat Classifications

moderate

Moderations

Example Usage

from mistralai.client import Mistral
import os


with Mistral(
    api_key=os.getenv("MISTRAL_API_KEY", ""),
) as mistral:

    res = mistral.classifiers.moderate(model="mistral-moderation-latest", inputs="<value>")

    # Handle response
    print(res)

Parameters

Parameter	Type	Required	Description	Example
model	str	:heavy_check_mark:	ID of the model to use.	mistral-moderation-latest
inputs	models.ClassificationRequestInputs	:heavy_check_mark:	Text to classify.
metadata	Dict[str, Any]	:heavy_minus_sign:	N/A
retries	Optional[utils.RetryConfig]	:heavy_minus_sign:	Configuration to override the default retry behavior of the client.

Response

models.ModerationResponse

Errors

Error Type	Status Code	Content Type
errors.HTTPValidationError	422	application/json
errors.SDKError	4XX, 5XX	*/*

moderate_chat

Chat Moderations

Example Usage

from mistralai.client import Mistral
import os


with Mistral(
    api_key=os.getenv("MISTRAL_API_KEY", ""),
) as mistral:

    res = mistral.classifiers.moderate_chat(inputs=[
        {
            "role": "tool",
            "content": "<value>",
        },
    ], model="LeBaron")

    # Handle response
    print(res)

Parameters

Parameter	Type	Required	Description
inputs	models.ChatModerationRequestInputs3	:heavy_check_mark:	Chat to classify
model	str	:heavy_check_mark:	N/A
retries	Optional[utils.RetryConfig]	:heavy_minus_sign:	Configuration to override the default retry behavior of the client.

Response

models.ModerationResponse

Errors

Error Type	Status Code	Content Type
errors.HTTPValidationError	422	application/json
errors.SDKError	4XX, 5XX	*/*

classify

Classifications

Example Usage

from mistralai.client import Mistral
import os


with Mistral(
    api_key=os.getenv("MISTRAL_API_KEY", ""),
) as mistral:

    res = mistral.classifiers.classify(model="mistral-moderation-latest", inputs=[
        "<value 1>",
    ])

    # Handle response
    print(res)

Parameters

Parameter	Type	Required	Description	Example
model	str	:heavy_check_mark:	ID of the model to use.	mistral-moderation-latest
inputs	models.ClassificationRequestInputs	:heavy_check_mark:	Text to classify.
metadata	Dict[str, Any]	:heavy_minus_sign:	N/A
retries	Optional[utils.RetryConfig]	:heavy_minus_sign:	Configuration to override the default retry behavior of the client.

Response

models.ClassificationResponse

Errors

Error Type	Status Code	Content Type
errors.HTTPValidationError	422	application/json
errors.SDKError	4XX, 5XX	*/*

classify_chat

Chat Classifications

Example Usage

from mistralai.client import Mistral
import os


with Mistral(
    api_key=os.getenv("MISTRAL_API_KEY", ""),
) as mistral:

    res = mistral.classifiers.classify_chat(model="Camry", input=[
        {
            "messages": [
                {
                    "role": "system",
                    "content": "<value>",
                },
            ],
        },
    ])

    # Handle response
    print(res)

Parameters

Parameter	Type	Required	Description
model	str	:heavy_check_mark:	N/A
input	models.Inputs	:heavy_check_mark:	Chat to classify
retries	Optional[utils.RetryConfig]	:heavy_minus_sign:	Configuration to override the default retry behavior of the client.

Response

models.ClassificationResponse

Errors

Error Type	Status Code	Content Type
errors.HTTPValidationError	422	application/json
errors.SDKError	4XX, 5XX	*/*