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Version: 0.16.x

Generate from image (Buffered)

POST 
/image_generate

Generate from image (Buffered)

The /image_generate endpoint is used to communicate with the LLM. Use this endpoint when you want to send an image to a multimodal LLM and receive a text response, all at once. See the /image_generate_stream endpoint if you want to receive a stream of responses from the LLM, token by token.

This endpoint takes a multipart input, with two required fields:

  1. 'json_data': should contain json data, matching the format used for the /generate and /generate_stream endpoints.
  2. 'image_data': a stream of bytes, representing an image file.

Multipart requests support is built into most common HTTP clients.

To send a batch of requests with the same image, the text field of the json payload can be either a string, or an array of strings. Only one image can be supplied per request - to supply a set of generation requests each to different images, send them in quick succession and rely on automatic batching.

Request​

Body

required

    image_data binaryrequired

    json_data

    object

    required

    JSON generation payload, used in /generate, /generate_stream, /image_generate, /image_generate_stream

    consumer_group stringnullable
    json_schema nullable
    max_new_tokens int64nullable
    min_new_tokens int64nullable
    no_repeat_ngram_size int64nullable
    prompt_max_tokens int64nullable
    regex_string stringnullable
    repetition_penalty floatnullable
    sampling_temperature floatnullable
    sampling_topk int64nullable
    sampling_topp floatnullable

    text

    object

    required

    oneOf

    string

Responses​

Takes in a JSON payload and returns the response all at once.

Schema

    text

    object

    required

    oneOf

    string

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