API Reference

Request response from the model

post
https://ai.api.nvidia.com/v1/vlm/google/paligemma

Invokes inference using the model chat parameters. If uploading large images, this POST should be used in conjunction with the NVCF API which allows for the upload of large assets.
You can find details on how to use NVCF Asset APIs here: https://docs.api.nvidia.com/cloud-functions/reference/createasset

Recent Requests
Log in to see full request history
TimeStatusUser Agent
Retrieving recent requests…
LoadingLoading…
Body Params
messages
array of objects
required
length between 1 and 1

A list of messages comprising the conversation. For the PaLIGemma task only single message with user role and single image is supported.

Messages*
string
enum
required

The role of the message author.

Allowed:

The contents of the message.

Can only be null as part of a last request message with role=assistant (used to give a role or labels for the next generation).

To pass images (only with role=user):

- When content is a string, images can be passed together with the text with img HTML tags with base64 data: <img src="data:image/{format};base64,{base64encodedimage}" /> .
If the size of an image is more than 180KB, it needs to be uploaded to a presigned S3 bucket using NVCF Asset APIs. Once uploaded you can refer to it using the following format: <img src="data:image/png;asset_id,{asset_id}" /> .

- When content is a list of objects, images can be passed with objects with type=image_url, and image_url containing the base64 image data: data:image/{format};base64,{base64encodedimage}. HTML img tags will not be parsed from objects with type=text.

- In both cases, images can be PNG, JPG or JPEG.

For assistant role, the object list format is not supported.

number
≤ 1
Defaults to 0.2

The sampling temperature to use for text generation. The higher the temperature value is, the less deterministic the output text will be. It is not recommended to modify both temperature and top_p in the same call.

number
≤ 1
Defaults to 0.7

The top-p sampling mass used for text generation. The top-p value determines the probability mass that is sampled at sampling time. For example, if top_p = 0.2, only the most likely tokens (summing to 0.2 cumulative probability) will be sampled. It is not recommended to modify both temperature and top_p in the same call.

integer
1 to 1024
Defaults to 1024

The maximum number of tokens to generate in any given call. Note that the model is not aware of this value, and generation will simply stop at the number of tokens specified.

boolean
Defaults to false

If set, partial message deltas will be sent. Tokens will be sent as data-only server-sent events (SSE) as they become available (JSON responses are prefixed by data: ), with the stream terminated by a data: [DONE] message.

Headers
uuid
length ≤ 370

String of asset IDs separated by commas. Data is uploaded to AWS S3 using NVCF Asset APIs and associated with these asset IDs.If the size of an image is more than 180KB, it needs to be uploaded to a presigned S3 URL bucket. The presigned URL allows for secure and temporary access to the S3 bucket for uploading the image. Once the asset is requested, an asset ID is generated for it. Please include this asset ID in this header and to use the uploaded image in a prompt, you need to refer to it using the following format: <img src="data:image/png;asset_id,{asset_id}" />.

string
enum
Defaults to application/json

Generated from available response content types

Allowed:
Responses

Updated almost 2 years ago

Language
Credentials
Bearer
LoadingLoading…
Response
Click Try It! to start a request and see the response here! Or choose an example:
application/json
text/event-stream

Updated almost 2 years ago

country_code