Gemini 3 Pro Image is a text-to-image model that generates images from text descriptions.
Decompression-bomb inputs to image_urls are rejected upstream by
validate_image_async (called from GoogleAIClient._format_image):
the validator now enforces a header-only max_image_pixels cap
(default 89,478,485 ≈ PIL's MAX_IMAGE_PIXELS) before any pixel
decode, so oversized inputs raise a deterministic 422
image_too_large instead of OOM-killing the runner and taking out
every multiplexed request on it (max_multiplexing=20).
The client provides a convenient way to interact with the model API.
npm install --save @fal-ai/clientThe @fal-ai/serverless-client package has been deprecated in favor of @fal-ai/client. Install the new package and update your imports — see client setup.
Set FAL_KEY as an environment variable in your runtime.
export FAL_KEY="YOUR_API_KEY"The client API handles the API submit protocol. It will handle the request status updates and return the result when the request is completed.
import { fal } from "@fal-ai/client";
const result = await fal.subscribe("fal-ai/gemini-3-pro-image-preview/edit", {
input: {
prompt: "make a photo of the man driving the car down the california coastline"
},
logs: true,
onQueueUpdate: (update) => {
if (update.status === "IN_PROGRESS") {
update.logs.map((log) => log.message).forEach(console.log);
}
},
});
console.log(result.data);
console.log(result.requestId);The API uses an API Key for authentication. It is recommended you set the FAL_KEY environment variable in your runtime when possible.
import { fal } from "@fal-ai/client";
fal.config({
credentials: "YOUR_FAL_KEY"
});When running code on the client-side (e.g. in a browser, mobile app or GUI applications), make sure to not expose your FAL_KEY. Instead, use a server-side proxy to make requests to the API. For more information, check out our server-side integration guide.
The client API provides a convenient way to submit requests to the model.
import { fal } from "@fal-ai/client";
const { request_id } = await fal.queue.submit("fal-ai/gemini-3-pro-image-preview/edit", {
input: {
prompt: "make a photo of the man driving the car down the california coastline"
},
webhookUrl: "https://optional.webhook.url/for/results",
});You can fetch the status of a request to check if it is completed or still in progress.
import { fal } from "@fal-ai/client";
const status = await fal.queue.status("fal-ai/gemini-3-pro-image-preview/edit", {
requestId: "764cabcf-b745-4b3e-ae38-1200304cf45b",
logs: true,
});Once the request is completed, you can fetch the result. See the Output Schema for the expected result format.
import { fal } from "@fal-ai/client";
const result = await fal.queue.result("fal-ai/gemini-3-pro-image-preview/edit", {
requestId: "764cabcf-b745-4b3e-ae38-1200304cf45b"
});
console.log(result.data);
console.log(result.requestId);Some attributes in the API accept file URLs as input. Whenever that's the case you can pass your own URL or a Base64 data URI.
You can pass a Base64 data URI as a file input. The API will handle the file decoding for you. Keep in mind that for large files, this alternative although convenient can impact the request performance.
You can also pass your own URLs as long as they are publicly accessible. Be aware that some hosts might block cross-site requests, rate-limit, or consider the request as a bot.
We provide a convenient file storage that allows you to upload files and use them in your requests. You can upload files using the client API and use the returned URL in your requests.
import { fal } from "@fal-ai/client";
const file = new File(["Hello, World!"], "hello.txt", { type: "text/plain" });
const url = await fal.storage.upload(file);The client will auto-upload the file for you if you pass a binary object (e.g. File, Data).
Read more about file handling in our file upload guide.
prompt string* requiredThe prompt for image editing.
The URLs of the images to use for image-to-image generation or image editing.
Previous native user/model turns. Replay a returned conversation's messages unchanged, including thought signatures; the current prompt is appended as a new user turn.
Ordered text, original images, PDF or UTF-8 text documents appended to the current prompt. Uses a native provider. Images count toward the total 14-reference limit.
return_history booleanReturn reusable native conversations with original image parts and provider thought signatures. Uses a native provider. Each generated conversation is independent; send its messages as history for the next turn.
thinking_level stringThinking effort. Pro Image supports only high; omit to retain its provider default. An explicit level requests summaries unless include_thoughts overrides it. Thinking cannot be disabled.
include_thoughts booleanWhether to include thought summaries. Omit to preserve the existing behavior: an explicit thinking_level requests summaries. Set limit_generations=false to return summary text in description. This does not disable thinking or return intermediate thought images.
temperature floatSampling temperature. Omit to use the provider default of 1. Explicit values use a direct Google or Vertex API.
top_p floatNucleus sampling probability. Omit to use the provider default of 0.95. Explicit values use a direct Google or Vertex API.
max_output_tokens integerMaximum output tokens for the generation. Omit to retain the provider default. Explicit values use a direct Google or Vertex API.
num_images integerThe number of images to generate. Default value: 1
seed integerThe seed for the random number generator.
aspect_ratio EnumThe aspect ratio of the generated image, including 1:4, 4:1, 1:8 and 8:1. Default value: auto
Possible enum values: auto, 21:9, 16:9, 3:2, 4:3, 5:4, 1:1, 4:5, 3:4, 2:3, 9:16, 4:1, 1:4, 8:1, 1:8
output_format OutputFormatEnumThe format of the generated image. Default value: "png"
Possible enum values: jpeg, png, webp
safety_tolerance SafetyToleranceEnumThe safety tolerance level for content moderation. 1 is the most strict (blocks most content), 6 is the least strict. Default value: "4"
Possible enum values: 1, 2, 3, 4, 5, 6
Note: This property is only available through API calls.
sync_mode booleanIf True, the media will be returned as a data URI and the output data won't be available in the request history.
system_prompt stringOptional system instruction that steers the model's persona and output style across the request. Leave blank to omit; when provided, it is sent as the system instruction to Gemini (or as a system message on OpenAI-compatible providers). Default value: ""
resolution ResolutionEnumThe resolution of the image to generate. Default value: "1K"
Possible enum values: 1K, 2K, 4K
limit_generations booleanExperimental parameter to limit the number of generations from each round of prompting to 1. Set to True to to disregard any instructions in the prompt regarding the number of images to generate. Default value: true
enable_web_search booleanEnable web search for the image generation task. This will allow the model to use the latest information from the web to generate the image.
{
"prompt": "make a photo of the man driving the car down the california coastline",
"image_urls": [
"https://storage.googleapis.com/falserverless/example_inputs/nano-banana-edit-input.png",
"https://storage.googleapis.com/falserverless/example_inputs/nano-banana-edit-input-2.png"
],
"history": [
{
"role": "user",
"parts": [
{
"type": "",
"text": ""
}
]
}
],
"context": [
{
"type": "",
"text": ""
}
],
"num_images": 1,
"aspect_ratio": "auto",
"output_format": "png",
"safety_tolerance": "4",
"resolution": "1K",
"limit_generations": true
}The edited images.
description string* requiredThe description of the generated images.
Reusable per-generation conversations, populated only when return_history is true. Retain every part and thought signature when continuing a conversation.
Provider grounding metadata for the generated images, including search queries, source pages and image-source attribution when available.
{
"images": [
{
"content_type": "image/png",
"url": "https://storage.googleapis.com/falserverless/example_outputs/nano-banana-pro-edit-output.png",
"file_name": "nano-banana-pro-edit-output.png"
}
],
"description": "",
"conversations": [
{
"messages": [
{
"role": "user",
"parts": [
{
"type": "",
"text": ""
}
]
}
]
}
]
}One complete provider conversation. Pass messages as history in the next request, retaining every signature and part.
url string* requiredThe URL where the file can be downloaded from.
content_type stringThe mime type of the file.
file_name stringThe name of the file. It will be auto-generated if not provided.
file_size integerThe size of the file in bytes.
width integerThe width of the image
height integerThe height of the image
role RoleEnum* requiredNative Gemini conversation role.
Possible enum values: user, model
Ordered text, image, document, and signature parts.
thought booleanProvider thought marker, preserved when replaying a returned conversation.
thought_signature stringOpaque provider-issued thought signature. Replay it unchanged on its original part.
type string* requiredThe text part discriminator.
text string* requiredText at this position in the conversation.
thought booleanProvider thought marker, preserved when replaying a returned conversation.
thought_signature stringOpaque provider-issued thought signature. Replay it unchanged on its original part.
type string* requiredThe image part discriminator.
image_url string* requiredOriginal image URL or data URI. Replayed without resizing or re-encoding.
thought booleanProvider thought marker, preserved when replaying a returned conversation.
thought_signature stringOpaque provider-issued thought signature. Replay it unchanged on its original part.
type string* requiredThe document part discriminator.
file_url string* requiredPDF or UTF-8 plain-text document URL or data URI (up to 15 MB).
mime_type MimeTypeEnum* requiredThe document's media type.
Possible enum values: application/pdf, text/plain
thought booleanProvider thought marker, preserved when replaying a returned conversation.
thought_signature string* requiredProvider-issued signature-only part, replayed unchanged.
type string* requiredThe signature part discriminator.
role RoleEnum* requiredNative Gemini conversation role.
Possible enum values: user, model
parts list<GeminiTextPart | GeminiImagePart | GeminiDocumentPart | GeminiVideoPart | GeminiSignaturePart | GeminiAudioPart>* requiredOrdered text, image, document, video, audio, and signature parts.
thought booleanProvider thought marker, preserved when replaying a returned conversation.
thought_signature stringOpaque provider-issued thought signature. Replay it unchanged on its original part.
type string* requiredThe video part discriminator.
video_url string* requiredVideo URL or data URI (up to 15 MB and 120 seconds), or a YouTube URL. Supported by Flash Image only.
thought booleanProvider thought marker, preserved when replaying a returned conversation.
thought_signature stringOpaque provider-issued thought signature. Replay it unchanged on its original part.
type string* requiredThe audio part discriminator.
audio_url string* requiredOriginal audio URL or data URI from a previous Flash Image request (up to 15 MB).