From ed7f3560df6bfc01fac4f7d247d23d45ce0d73f1 Mon Sep 17 00:00:00 2001 From: Sasha Sobran Date: Tue, 28 Jan 2025 15:42:23 -0800 Subject: [PATCH] chore: update docs PiperOrigin-RevId: 720733411 --- docs/_sources/index.rst.txt | 194 +- docs/genai.html | 5352 +++++++++++++++++++++++++++-------- docs/genindex.html | 260 +- docs/index.html | 390 +-- docs/modules.html | 211 +- docs/objects.inv | Bin 11283 -> 11357 bytes docs/searchindex.js | 2 +- 7 files changed, 4754 insertions(+), 1655 deletions(-) diff --git a/docs/_sources/index.rst.txt b/docs/_sources/index.rst.txt index f4fe47f0..b1a123ef 100644 --- a/docs/_sources/index.rst.txt +++ b/docs/_sources/index.rst.txt @@ -68,11 +68,11 @@ with text content .. code:: python response = client.models.generate_content( - model="gemini-2.0-flash-exp", contents="What is your name?" + model="gemini-2.0-flash-exp", contents="Why is the sky blue?" ) print(response.text) -with uploaded file (Google AI only) +with uploaded file (Gemini API only) ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ download the file in console. @@ -85,9 +85,10 @@ python code. .. code:: python - file = client.files.upload(path='a11.text') + file = client.files.upload(path='a11.txt') response = client.models.generate_content( - model='gemini-2.0-flash-exp', contents=['Summarize this file', file] + model='gemini-2.0-flash-exp', + contents=['Could you summarize this file?', file] ) print(response.text) @@ -117,7 +118,7 @@ dictionaries. You can get the type from ``google.genai.types``. response = client.models.generate_content( model="gemini-2.0-flash-exp", - contents=types.Part.from_text("Why is the sky blue?"), + contents=types.Part.from_text(text="Why is the sky blue?"), config=types.GenerateContentConfig( temperature=0, top_p=0.95, @@ -131,7 +132,46 @@ dictionaries. You can get the type from ``google.genai.types``. ), ) - response + print(response.text) + +Thinking Model +--------------- + +The Gemini 2.0 Flash Thinking model is an experimental model that could return +"thoughts" as part of its response. + +Gemini Developer API +~~~~~~~~~~~~~~~~~~~~ + +Thinking config is only available in v1alpha for Gemini AI API. + +.. code:: python + + response = client.models.generate_content( + model='gemini-2.0-flash-thinking-exp', + contents='What is the sum of natural numbers from 1 to 100?', + config=types.GenerateContentConfig( + thinking_config=types.ThinkingConfig(include_thoughts=True), + http_options=types.HttpOptions(api_version='v1alpha'), + ) + ) + for part in response.candidates[0].content.parts: + print(part) + +Vertex AI API +~~~~~~~~~~~~~~ + +.. code:: python + + response = client.models.generate_content( + model='gemini-2.0-flash-thinking-exp-01-21', + contents='What is the sum of natural numbers from 1 to 100?', + config=types.GenerateContentConfig( + thinking_config=types.ThinkingConfig(include_thoughts=True), + ) + ) + for part in response.candidates[0].content.parts: + print(part) List Base Models ---------------- @@ -230,10 +270,10 @@ Then you will receive a function call part in the response. function = types.FunctionDeclaration( name="get_current_weather", description="Get the current weather in a given location", - parameters=types.FunctionParameters( + parameters=types.Schema( type="OBJECT", properties={ - "location": types.ParameterType( + "location": types.Schema( type="STRING", description="The city and state, e.g. San Francisco, CA", ), @@ -262,10 +302,9 @@ The following example shows how to do it for a simple function invocation. user_prompt_content = types.Content( role="user", - parts=[types.Part.from_text("What is the weather like in Boston?")], + parts=[types.Part.from_text(text="What is the weather like in Boston?")], ) - function_call_content = response.candidates[0].content - function_call_part = function_call_content.parts[0] + function_call_part = response.function_calls[0] try: @@ -366,6 +405,60 @@ Schemas can be provided as Pydantic Models. ) print(response.text) +Enum Response Schema +-------------------- + +Text Response +~~~~~~~~~~~~~ + +You can set response_mime_type to 'text/x.enum' to return one of those enum +values as the response. + +.. code:: python + + from enum import Enum + + class InstrumentEnum(Enum): + PERCUSSION = 'Percussion' + STRING = 'String' + WOODWIND = 'Woodwind' + BRASS = 'Brass' + KEYBOARD = 'Keyboard' + + response = client.models.generate_content( + model='gemini-2.0-flash-exp', + contents='What instrument plays multiple notes at once?', + config={ + 'response_mime_type': 'text/x.enum', + 'response_schema': InstrumentEnum, + }, + ) + print(response.text) + +JSON Response +~~~~~~~~~~~~~ + +You can also set response_mime_type to 'application/json', the response will be +identical but in quotes. + +.. code:: python + + class InstrumentEnum(Enum): + PERCUSSION = 'Percussion' + STRING = 'String' + WOODWIND = 'Woodwind' + BRASS = 'Brass' + KEYBOARD = 'Keyboard' + + response = client.models.generate_content( + model='gemini-2.0-flash-exp', + contents='What instrument plays multiple notes at once?', + config={ + 'response_mime_type': 'application/json', + 'response_schema': InstrumentEnum, + }, + ) + print(response.text) Streaming --------- @@ -439,10 +532,10 @@ Streaming .. code:: python - async for response in client.aio.models.generate_content_stream( + async for chunk in await client.aio.models.generate_content_stream( model="gemini-2.0-flash-exp", contents="Tell me a story in 300 words." ): - print(response.text, end="") + print(chunk.text, end="") Count Tokens and Compute Tokens ------------------------------- @@ -451,7 +544,7 @@ Count Tokens and Compute Tokens response = client.models.count_tokens( model="gemini-2.0-flash-exp", - contents="What is your name?", + contents="why is the sky blue?", ) print(response) @@ -464,7 +557,7 @@ Compute tokens is only supported in Vertex AI. response = client.models.compute_tokens( model="gemini-2.0-flash-exp", - contents="What is your name?", + contents="why is the sky blue?", ) print(response) @@ -475,7 +568,7 @@ Async response = await client.aio.models.count_tokens( model="gemini-2.0-flash-exp", - contents="What is your name?", + contents="why is the sky blue?", ) print(response) @@ -486,7 +579,7 @@ Embed Content response = client.models.embed_content( model="text-embedding-004", - contents="What is your name?", + contents="why is the sky blue?", ) print(response) @@ -495,7 +588,7 @@ Embed Content # multiple contents with config response = client.models.embed_content( model="text-embedding-004", - contents=["What is your name?", "What is your age?"], + contents=["why is the sky blue?", "What is your age?"], config=types.EmbedContentConfig(output_dimensionality=10), ) @@ -512,10 +605,10 @@ Support for generate image in Gemini Developer API is behind an allowlist .. code:: python # Generate Image - response1 = client.models.generate_image( - model="imagen-3.0-generate-001", + response1 = client.models.generate_images( + model="imagen-3.0-generate-002", prompt="An umbrella in the foreground, and a rainy night sky in the background", - config=types.GenerateImageConfig( + config=types.GenerateImagesConfig( negative_prompt="human", number_of_images=1, include_rai_reason=True, @@ -533,7 +626,7 @@ Upscale image is only supported in Vertex AI. # Upscale the generated image from above response2 = client.models.upscale_image( - model="imagen-3.0-generate-001", + model="imagen-3.0-generate-002", image=response1.generated_images[0].image, upscale_factor="x2", config=types.UpscaleImageConfig( @@ -621,7 +714,7 @@ Async Streaming .. code:: python chat = client.aio.chats.create(model="gemini-2.0-flash-exp") - async for chunk in chat.send_message_stream("tell me a story"): + async for chunk in await chat.send_message_stream("tell me a story"): print(chunk.text, end="") Files @@ -720,7 +813,7 @@ Tunings ======= ``client.tunings`` contains tuning job APIs and supports supervised fine -tuning through ``tune`` and distillation through ``distill`` +tuning through ``tune``. Tune ---- @@ -789,7 +882,7 @@ Use Tuned Model response = client.models.generate_content( model=tuning_job.tuned_model.endpoint, - contents="What is your name?", + contents="why is the sky blue?", ) print(response.text) @@ -852,49 +945,6 @@ Update Tuned Model print(model) -Distillation ------------- - -Only supported in Vertex AI. Requires allowlist. - -.. code:: python - - distillation_job = client.tunings.distill( - student_model="gemma-2b-1.1-it", - teacher_model="gemini-1.5-pro-002", - training_dataset=genai.types.DistillationDataset( - gcs_uri="gs://cloud-samples-data/ai-platform/generative_ai/gemini-1_5/text/sft_train_data.jsonl", - ), - config=genai.types.CreateDistillationJobConfig( - epoch_count=1, - pipeline_root_directory=( - "gs://vertex-sdk-dev-staging-us-central1/tmp/distillation_pipeline_root" - ), - ), - ) - print(distillation_job) - -.. code:: python - - completed_states = set( - [ - "JOB_STATE_SUCCEEDED", - "JOB_STATE_FAILED", - "JOB_STATE_CANCELLED", - "JOB_STATE_PAUSED", - ] - ) - - while distillation_job.state not in completed_states: - print(distillation_job.state) - distillation_job = client.tunings.get(name=distillation_job.name) - time.sleep(10) - - print(distillation_job) - -.. code:: python - - distillation_job List Tuning Jobs ---------------- @@ -976,12 +1026,12 @@ List .. code:: python - for job in client.batches.list(config=types.ListBatchJobConfig(page_size=10)): + for job in client.batches.list(config=types.ListBatchJobsConfig(page_size=10)): print(job) .. code:: python - pager = client.batches.list(config=types.ListBatchJobConfig(page_size=10)) + pager = client.batches.list(config=types.ListBatchJobsConfig(page_size=10)) print(pager.page_size) print(pager[0]) pager.next_page() @@ -993,14 +1043,14 @@ Async .. code:: python async for job in await client.aio.batches.list( - config=types.ListBatchJobConfig(page_size=10) + config=types.ListBatchJobsConfig(page_size=10) ): print(job) .. code:: python async_pager = await client.aio.batches.list( - config=types.ListBatchJobConfig(page_size=10) + config=types.ListBatchJobsConfig(page_size=10) ) print(async_pager.page_size) print(async_pager[0]) diff --git a/docs/genai.html b/docs/genai.html index 51e4400e..2f7719f7 100644 --- a/docs/genai.html +++ b/docs/genai.html @@ -394,30 +394,30 @@

SubmodulesParameters:
@@ -552,11 +552,25 @@

Submodules
async cancel(*, name, config=None)
-
+

Cancels a batch job.

+

Only available for batch jobs that are running or pending.

+
Return type:

None

+
Parameters:
+

name (str) –

A fully-qualified BatchJob resource name or ID. +Example: “projects/…/locations/…/batchPredictionJobs/123456789” or

+
+

”123456789” when project and location are initialized in the client.

+
+

+
+

Usage:

+
client.batches.cancel(name='123456789')
+
+
@@ -591,7 +605,7 @@

Submodules
-async delete(*, name)
+async delete(*, name, config=None)

Deletes a batch job.

Return type:
@@ -651,7 +665,7 @@

Submodules

AsyncPager[BatchJob]

Parameters:
-

config (ListBatchJobConfig) – Optional configuration for the list request.

+

config (ListBatchJobsConfig) – Optional configuration for the list request.

Returns:

A Pager object that contains one page of batch jobs. When iterating over @@ -676,11 +690,25 @@

Submodules
cancel(*, name, config=None)
-
+

Cancels a batch job.

+

Only available for batch jobs that are running or pending.

+
Return type:

None

+
Parameters:
+

name (str) –

A fully-qualified BatchJob resource name or ID. +Example: “projects/…/locations/…/batchPredictionJobs/123456789” or

+
+

”123456789” when project and location are initialized in the client.

+
+

+
+

Usage:

+
client.batches.cancel(name='123456789')
+
+
@@ -716,7 +744,7 @@

Submodules
-delete(*, name)
+delete(*, name, config=None)

Deletes a batch job.

Return type:
@@ -776,7 +804,7 @@

Submodules

Pager[BatchJob]

Parameters:
-

config (ListBatchJobConfig) – Optional configuration for the list request.

+

config (ListBatchJobsConfig) – Optional configuration for the list request.

Returns:

A Pager object that contains one page of batch jobs. When iterating over @@ -1015,11 +1043,14 @@

Submodulesasync send_message_stream(message)

Sends the conversation history with the additional message and yields the model’s response in chunks.

-
Parameters:
-

message – The message to send to the model.

+
Return type:
+

Awaitable[AsyncIterator[GenerateContentResponse]]

-
Yields:
-

The model’s response in chunks.

+
Parameters:
+

message – The message to send to the model.

+
+
Yields:
+

The model’s response in chunks.

Usage:

@@ -1397,16 +1428,17 @@

Submodules

genai.live module

-

Live client.

+

Live client. The live module is experimental.

class genai.live.AsyncLive(api_client_)

Bases: BaseModule

-

AsyncLive.

+

AsyncLive. The live module is experimental.

connect(*, model, config=None)

Connect to the live server.

+

The live module is experimental.

Usage:

client = genai.Client(api_key=API_KEY)
 config = {}
@@ -1429,7 +1461,7 @@ 
Submodules
 class genai.live.AsyncSession(api_client, websocket)
 
Bases: object

-
AsyncSession.

+
AsyncSession. The live module is experimental.

 

 

 async close()

@@ -1443,6 +1475,7 @@ 
Submodules
 
Return type:

 
AsyncIterator[LiveServerMessage]

@@ -1494,6 +1527,7 @@ 
Submodules
 
Return type:

 
AsyncIterator[LiveServerMessage]

@@ -1591,7 +1625,7 @@ 
Submodules
 

-async delete(*, model)

+async delete(*, model, config=None)
 

 
Return type:

 
DeleteModelResponse

@@ -1720,32 +1754,32 @@ 
Submodulesasync generate_content_stream(*, model, contents, config=None)
 

 
Return type:

-
AsyncIterator[GenerateContentResponse]

+
Awaitable[AsyncIterator[GenerateContentResponse]]

 

 

 

 
 

-

-async generate_image(*, model, prompt, config=None)

-
Generates an image based on a text description and configuration.

+

+async generate_images(*, model, prompt, config=None)

+
Generates images based on a text description and configuration.

 

 
Return type:

-
GenerateImageResponse

+
GenerateImagesResponse

 

 
Parameters:

 
    
 
  • model (str) – The model to use.
    • 
-
  • prompt (str) – A text description of the image to generate.
    • 
-
  • config (GenerateImageConfig) – Configuration for generation.
    • 
+
  • prompt (str) – A text description of the images to generate.
    • 
+
  • config (GenerateImagesConfig) – Configuration for generation.
    • 
 

 

 

 
Usage:

-
response = client.models.generate_image(
+
response = client.models.generate_images(
   model='imagen-3.0-generate-001',
   prompt='Man with a dog',
-  config=types.GenerateImageConfig(
+  config=types.GenerateImagesConfig(
       number_of_images= 1,
       include_rai_reason= True,
   )
@@ -1758,7 +1792,7 @@ 
Submodules
 

-async get(*, model)

+async get(*, model, config=None)
 

 
Return type:

 
Model

@@ -1902,7 +1936,7 @@ 
Submodules
 

-delete(*, model)

+delete(*, model, config=None)
 

 
Return type:

 
DeleteModelResponse

@@ -1995,6 +2029,29 @@ 
Submodules
 generate_content(*, model, contents, config=None)
 
Makes an API request to generate content using a model.

+
For the model parameter, supported format for Vertex AI API includes:
+:rtype: GenerateContentResponse

+
    
+
  • the Gemini model ID, for example: ‘gemini-1.5-flash-002’
    • 
+
  • the full resource name starts with ‘projects/’, for example:
+‘projects/my-project-id/locations/us-central1/publishers/google/models/gemini-1.5-flash-002’
    • 
+
  • the partial resource name with ‘publishers/’, for example:
+‘publishers/google/models/gemini-1.5-flash-002’ or
+‘publishers/meta/models/llama-3.1-405b-instruct-maas’
    • 
+
  • / separated publisher and model name, for example:
+‘google/gemini-1.5-flash-002’ or ‘meta/llama-3.1-405b-instruct-maas’
    • 
+

+
For the model parameter, supported format for Gemini API includes:
+- the Gemini model ID, for example: ‘gemini-1.5-flash-002’
+- the model name starts with ‘models/’, for example:

+

+
‘models/gemini-1.5-flash-002’

+

+
    
+
  • if you would like to use a tuned model, the model name starts with
+‘tunedModels/’, for example:
+‘tunedModels/1234567890123456789’
    • 
+

 
Some models support multimodal input and output.

 
Usage:

 
from google.genai import types
@@ -2028,11 +2085,6 @@ 
Submodules# scones.
 

 

-

-
Return type:

-
GenerateContentResponse

-

-

 

 
 

@@ -2046,26 +2098,26 @@ 
Submodules
-

-generate_image(*, model, prompt, config=None)

-
Generates an image based on a text description and configuration.

+

+generate_images(*, model, prompt, config=None)

+
Generates images based on a text description and configuration.

 

 
Return type:

-
GenerateImageResponse

+
GenerateImagesResponse

 

 
Parameters:

 
    
 
  • model (str) – The model to use.
    • 
-
  • prompt (str) – A text description of the image to generate.
    • 
-
  • config (GenerateImageConfig) – Configuration for generation.
    • 
+
  • prompt (str) – A text description of the images to generate.
    • 
+
  • config (GenerateImagesConfig) – Configuration for generation.
    • 
 

 

 

 
Usage:

-
response = client.models.generate_image(
+
response = client.models.generate_images(
   model='imagen-3.0-generate-001',
   prompt='Man with a dog',
-  config=types.GenerateImageConfig(
+  config=types.GenerateImagesConfig(
       number_of_images= 1,
       include_rai_reason= True,
   )
@@ -2078,7 +2130,7 @@ 
Submodules
 

-get(*, model)

+get(*, model, config=None)
 

 
Return type:

 
Model

@@ -2164,28 +2216,6 @@ 
Submodules
 class genai.tunings.AsyncTunings(api_client_)
 
Bases: BaseModule

-

-

-async distill(*, student_model, teacher_model, training_dataset, config=None)

-
Creates a distillation job.

-

-
Return type:

-
TuningJob

-

-
Parameters:

-
    
-
  • student_model – The name of the model to tune.
    • 
-
  • teacher_model – The name of the model to distill from.
    • 
-
  • training_dataset – The training dataset to use.
    • 
-
  • config – The configuration to use for the distillation job.
    • 
-

-

-
Returns:

-
A TuningJob object.

-

-

-

-
 

 

 async get(*, name, config=None)

@@ -2222,28 +2252,6 @@ 
Submodules
 class genai.tunings.Tunings(api_client_)
 
Bases: BaseModule

-

-

-distill(*, student_model, teacher_model, training_dataset, config=None)

-
Creates a distillation job.

-

-
Return type:

-
TuningJob

-

-
Parameters:

-
    
-
  • student_model – The name of the model to tune.
    • 
-
  • teacher_model – The name of the model to distill from.
    • 
-
  • training_dataset – The training dataset to use.
    • 
-
  • config – The configuration to use for the distillation job.
    • 
-

-

-
Returns:

-
A TuningJob object.

-

-

-

-
 

 

 get(*, name, config=None)

@@ -2451,7 +2459,7 @@ 
Submodules
 pydantic model genai.types.BatchJob
 
Bases: BaseModel

-
Config class for batches.create return value.

+
Config for batches.create return value.

 
Create a new model by parsing and validating input data from keyword arguments.

 
Raises [ValidationError][pydantic_core.ValidationError] if the input data cannot be
 validated to form a valid model.

@@ -2459,7 +2467,7 @@ 
Submodules
 Show JSON schema
{
    "title": "BatchJob",
-   "description": "Config class for batches.create return value.",
+   "description": "Config for batches.create return value.",
    "type": "object",
    "properties": {
       "name": {
@@ -2609,7 +2617,7 @@ 
Submodules   "$defs": {
       "BatchJobDestination": {
          "additionalProperties": false,
-         "description": "Config class for `des` parameter.",
+         "description": "Config for `des` parameter.",
          "properties": {
             "format": {
                "anyOf": [
@@ -2656,7 +2664,7 @@ 
Submodules      },
       "BatchJobSource": {
          "additionalProperties": false,
-         "description": "Config class for `src` parameter.",
+         "description": "Config for `src` parameter.",
          "properties": {
             "format": {
                "anyOf": [
@@ -2706,7 +2714,7 @@ 
Submodules      },
       "JobError": {
          "additionalProperties": false,
-         "description": "Config class for the job error.",
+         "description": "Job error.",
          "properties": {
             "details": {
                "anyOf": [
@@ -2755,7 +2763,7 @@ 
Submodules         "type": "object"
       },
       "JobState": {
-         "description": "Config class for the job state.",
+         "description": "Job state.",
          "enum": [
             "JOB_STATE_UNSPECIFIED",
             "JOB_STATE_QUEUED",
@@ -2867,7 +2875,7 @@ 
Submodules
 pydantic model genai.types.BatchJobDestination
 
Bases: BaseModel

-
Config class for des parameter.

+
Config for des parameter.

 
Create a new model by parsing and validating input data from keyword arguments.

 
Raises [ValidationError][pydantic_core.ValidationError] if the input data cannot be
 validated to form a valid model.

@@ -2875,7 +2883,7 @@ 
Submodules
 Show JSON schema
{
    "title": "BatchJobDestination",
-   "description": "Config class for `des` parameter.",
+   "description": "Config for `des` parameter.",
    "type": "object",
    "properties": {
       "format": {
@@ -2956,7 +2964,7 @@ 
Submodules
 class genai.types.BatchJobDestinationDict
 
Bases: TypedDict

-
Config class for des parameter.

+
Config for des parameter.

 

 

 bigquery_uri: Optional[str]

@@ -2982,7 +2990,7 @@ 
Submodules
 class genai.types.BatchJobDict
 
Bases: TypedDict

-
Config class for batches.create return value.

+
Config for batches.create return value.

 

 

 create_time: Optional[datetime]

@@ -3060,7 +3068,7 @@ 
Submodules
 pydantic model genai.types.BatchJobSource
 
Bases: BaseModel

-
Config class for src parameter.

+
Config for src parameter.

 
Create a new model by parsing and validating input data from keyword arguments.

 
Raises [ValidationError][pydantic_core.ValidationError] if the input data cannot be
 validated to form a valid model.

@@ -3068,7 +3076,7 @@ 
Submodules
 Show JSON schema
{
    "title": "BatchJobSource",
-   "description": "Config class for `src` parameter.",
+   "description": "Config for `src` parameter.",
    "type": "object",
    "properties": {
       "format": {
@@ -3152,7 +3160,7 @@ 
Submodules
 class genai.types.BatchJobSourceDict
 
Bases: TypedDict

-
Config class for src parameter.

+
Config for src parameter.

 

 

 bigquery_uri: Optional[str]

@@ -3179,7 +3187,6 @@ 
Submodulespydantic model genai.types.Blob
 
Bases: BaseModel

 
Content blob.

-
It’s preferred to send as text directly rather than raw bytes.

 
Create a new model by parsing and validating input data from keyword arguments.

 
Raises [ValidationError][pydantic_core.ValidationError] if the input data cannot be
 validated to form a valid model.

@@ -3187,7 +3194,7 @@ 
Submodules
 Show JSON schema
{
    "title": "Blob",
-   "description": "Content blob.\n\nIt's preferred to send as text directly rather than raw bytes.",
+   "description": "Content blob.",
    "type": "object",
    "properties": {
       "data": {
@@ -3249,7 +3256,6 @@ 
Submodulesclass genai.types.BlobDict
 
Bases: TypedDict

 
Content blob.

-
It’s preferred to send as text directly rather than raw bytes.

 

 

 data: Optional[bytes]

@@ -3361,7 +3367,7 @@ 
Submodules            }
          ],
          "default": null,
-         "description": "Creatation time of the cache entry.",
+         "description": "Creation time of the cache entry.",
          "title": "Createtime"
       },
       "updateTime": {
@@ -3500,7 +3506,7 @@ 
Submodules
 

 field create_time: Optional[datetime] = None (alias 'createTime')

-
Creatation time of the cache entry.

+
Creation time of the cache entry.

 

 
 

@@ -3549,7 +3555,7 @@ 
Submodules
 

 create_time: Optional[datetime]

-
Creatation time of the cache entry.

+
Creation time of the cache entry.

 

 
 

@@ -3773,15 +3779,102 @@ 
Submodules      "httpOptions": {
          "anyOf": [
             {
-               "type": "object"
+               "$ref": "#/$defs/HttpOptions"
             },
             {
                "type": "null"
             }
          ],
          "default": null,
-         "description": "Used to override HTTP request options.",
-         "title": "Httpoptions"
+         "description": "Used to override HTTP request options."
+      }
+   },
+   "$defs": {
+      "HttpOptions": {
+         "additionalProperties": false,
+         "description": "HTTP options to be used in each of the requests.",
+         "properties": {
+            "baseUrl": {
+               "anyOf": [
+                  {
+                     "type": "string"
+                  },
+                  {
+                     "type": "null"
+                  }
+               ],
+               "default": null,
+               "description": "The base URL for the AI platform service endpoint.",
+               "title": "Baseurl"
+            },
+            "apiVersion": {
+               "anyOf": [
+                  {
+                     "type": "string"
+                  },
+                  {
+                     "type": "null"
+                  }
+               ],
+               "default": null,
+               "description": "Specifies the version of the API to use.",
+               "title": "Apiversion"
+            },
+            "headers": {
+               "anyOf": [
+                  {
+                     "additionalProperties": {
+                        "type": "string"
+                     },
+                     "type": "object"
+                  },
+                  {
+                     "type": "null"
+                  }
+               ],
+               "default": null,
+               "description": "Additional HTTP headers to be sent with the request.",
+               "title": "Headers"
+            },
+            "timeout": {
+               "anyOf": [
+                  {
+                     "type": "integer"
+                  },
+                  {
+                     "type": "null"
+                  }
+               ],
+               "default": null,
+               "description": "Timeout for the request in milliseconds.",
+               "title": "Timeout"
+            },
+            "deprecatedResponsePayload": {
+               "anyOf": [
+                  {
+                     "additionalProperties": {
+                        "maxItems": 1,
+                        "minItems": 1,
+                        "prefixItems": [
+                           {
+                              "title": "Iterable"
+                           }
+                        ],
+                        "type": "array"
+                     },
+                     "type": "object"
+                  },
+                  {
+                     "type": "null"
+                  }
+               ],
+               "default": null,
+               "description": "This field is deprecated. If set, the response payload will be returned int the supplied dict.",
+               "title": "Deprecatedresponsepayload"
+            }
+         },
+         "title": "HttpOptions",
+         "type": "object"
       }
    },
    "additionalProperties": false
@@ -3791,13 +3884,13 @@ 
Submodules
 
Fields:

 

 

 

 

 

-field http_options: Optional[dict[str, Any]] = None (alias 'httpOptions')

+field http_options: Optional[HttpOptions] = None (alias 'httpOptions')
 
Used to override HTTP request options.

 

 
@@ -3810,7 +3903,7 @@ 
Submodules
 

-http_options: Optional[dict[str, Any]]

+http_options: Optional[HttpOptionsDict]
 
Used to override HTTP request options.

 

 
@@ -3820,7 +3913,7 @@ 
Submodules
 pydantic model genai.types.Candidate
 
Bases: BaseModel

-
Class containing a response candidate generated from the model.

+
A response candidate generated from the model.

 
Create a new model by parsing and validating input data from keyword arguments.

 
Raises [ValidationError][pydantic_core.ValidationError] if the input data cannot be
 validated to form a valid model.

@@ -3828,7 +3921,7 @@ 
Submodules
 Show JSON schema
{
    "title": "Candidate",
-   "description": "Class containing a response candidate generated from the model.",
+   "description": "A response candidate generated from the model.",
    "type": "object",
    "properties": {
       "content": {
@@ -3963,7 +4056,7 @@ 
Submodules   "$defs": {
       "Blob": {
          "additionalProperties": false,
-         "description": "Content blob.\n\nIt's preferred to send as text directly rather than raw bytes.",
+         "description": "Content blob.",
          "properties": {
             "data": {
                "anyOf": [
@@ -4083,7 +4176,7 @@ 
Submodules      },
       "CitationMetadata": {
          "additionalProperties": false,
-         "description": "Class for citation information when the model quotes another source.",
+         "description": "Citation information when the model quotes another source.",
          "properties": {
             "citations": {
                "anyOf": [
@@ -5267,7 +5360,7 @@ 
Submodules
 class genai.types.CandidateDict
 
Bases: TypedDict

-
Class containing a response candidate generated from the model.

+
A response candidate generated from the model.

 

 

 avg_logprobs: Optional[float]

@@ -5573,7 +5666,7 @@ 
Submodules
 pydantic model genai.types.CitationMetadata
 
Bases: BaseModel

-
Class for citation information when the model quotes another source.

+
Citation information when the model quotes another source.

 
Create a new model by parsing and validating input data from keyword arguments.

 
Raises [ValidationError][pydantic_core.ValidationError] if the input data cannot be
 validated to form a valid model.

@@ -5581,7 +5674,7 @@ 
Submodules
 Show JSON schema
{
    "title": "CitationMetadata",
-   "description": "Class for citation information when the model quotes another source.",
+   "description": "Citation information when the model quotes another source.",
    "type": "object",
    "properties": {
       "citations": {
@@ -5760,7 +5853,7 @@ 
Submodules
 class genai.types.CitationMetadataDict
 
Bases: TypedDict

-
Class for citation information when the model quotes another source.

+
Citation information when the model quotes another source.

 

 

 citations: Optional[list[CitationDict]]

@@ -5890,15 +5983,102 @@ 
Submodules      "httpOptions": {
          "anyOf": [
             {
-               "type": "object"
+               "$ref": "#/$defs/HttpOptions"
             },
             {
                "type": "null"
             }
          ],
          "default": null,
-         "description": "Used to override HTTP request options.",
-         "title": "Httpoptions"
+         "description": "Used to override HTTP request options."
+      }
+   },
+   "$defs": {
+      "HttpOptions": {
+         "additionalProperties": false,
+         "description": "HTTP options to be used in each of the requests.",
+         "properties": {
+            "baseUrl": {
+               "anyOf": [
+                  {
+                     "type": "string"
+                  },
+                  {
+                     "type": "null"
+                  }
+               ],
+               "default": null,
+               "description": "The base URL for the AI platform service endpoint.",
+               "title": "Baseurl"
+            },
+            "apiVersion": {
+               "anyOf": [
+                  {
+                     "type": "string"
+                  },
+                  {
+                     "type": "null"
+                  }
+               ],
+               "default": null,
+               "description": "Specifies the version of the API to use.",
+               "title": "Apiversion"
+            },
+            "headers": {
+               "anyOf": [
+                  {
+                     "additionalProperties": {
+                        "type": "string"
+                     },
+                     "type": "object"
+                  },
+                  {
+                     "type": "null"
+                  }
+               ],
+               "default": null,
+               "description": "Additional HTTP headers to be sent with the request.",
+               "title": "Headers"
+            },
+            "timeout": {
+               "anyOf": [
+                  {
+                     "type": "integer"
+                  },
+                  {
+                     "type": "null"
+                  }
+               ],
+               "default": null,
+               "description": "Timeout for the request in milliseconds.",
+               "title": "Timeout"
+            },
+            "deprecatedResponsePayload": {
+               "anyOf": [
+                  {
+                     "additionalProperties": {
+                        "maxItems": 1,
+                        "minItems": 1,
+                        "prefixItems": [
+                           {
+                              "title": "Iterable"
+                           }
+                        ],
+                        "type": "array"
+                     },
+                     "type": "object"
+                  },
+                  {
+                     "type": "null"
+                  }
+               ],
+               "default": null,
+               "description": "This field is deprecated. If set, the response payload will be returned int the supplied dict.",
+               "title": "Deprecatedresponsepayload"
+            }
+         },
+         "title": "HttpOptions",
+         "type": "object"
       }
    },
    "additionalProperties": false
@@ -5908,13 +6088,13 @@ 
Submodules
 
Fields:

 

 

 

 

 

-field http_options: Optional[dict[str, Any]] = None (alias 'httpOptions')

+field http_options: Optional[HttpOptions] = None (alias 'httpOptions')
 
Used to override HTTP request options.

 

 
@@ -5927,7 +6107,7 @@ 
Submodules
 

-http_options: Optional[dict[str, Any]]

+http_options: Optional[HttpOptionsDict]
 
Used to override HTTP request options.

 

 
@@ -6101,7 +6281,7 @@ 
Submodules   "$defs": {
       "Blob": {
          "additionalProperties": false,
-         "description": "Content blob.\n\nIt's preferred to send as text directly rather than raw bytes.",
+         "description": "Content blob.",
          "properties": {
             "data": {
                "anyOf": [
@@ -6869,7 +7049,7 @@ 
Submodules
 pydantic model genai.types.ControlReferenceImage
 
Bases: BaseModel

-
Class that represents a Control reference image.

+
A control reference image.

 
The image of the control reference image is either a control image provided
 by the user, or a regular image which the backend will use to generate a
 control image of. In the case of the latter, the
@@ -6883,7 +7063,7 @@ 
Submodules
 Show JSON schema
{
    "title": "ControlReferenceImage",
-   "description": "Class that represents a Control reference image.\n\nThe image of the control reference image is either a control image provided\nby the user, or a regular image which the backend will use to generate a\ncontrol image of. In the case of the latter, the\nenable_control_image_computation field in the config should be set to True.\n\nA control image is an image that represents a sketch image of areas for the\nmodel to fill in based on the prompt.",
+   "description": "A control reference image.\n\nThe image of the control reference image is either a control image provided\nby the user, or a regular image which the backend will use to generate a\ncontrol image of. In the case of the latter, the\nenable_control_image_computation field in the config should be set to True.\n\nA control image is an image that represents a sketch image of areas for the\nmodel to fill in based on the prompt.",
    "type": "object",
    "properties": {
       "referenceImage": {
@@ -6996,7 +7176,7 @@ 
Submodules      },
       "Image": {
          "additionalProperties": false,
-         "description": "Class that represents an image.",
+         "description": "An image.",
          "properties": {
             "gcsUri": {
                "anyOf": [
@@ -7024,6 +7204,19 @@ 
Submodules               "default": null,
                "description": "The image bytes data. ``Image`` can contain a value for this field\n      or the ``gcs_uri`` field but not both.\n      ",
                "title": "Imagebytes"
+            },
+            "mimeType": {
+               "anyOf": [
+                  {
+                     "type": "string"
+                  },
+                  {
+                     "type": "null"
+                  }
+               ],
+               "default": null,
+               "description": "The MIME type of the image.",
+               "title": "Mimetype"
             }
          },
          "title": "Image",
@@ -7081,7 +7274,7 @@ 
Submodules
 class genai.types.ControlReferenceImageDict
 
Bases: TypedDict

-
Class that represents a Control reference image.

+
A control reference image.

 
The image of the control reference image is either a control image provided
 by the user, or a regular image which the backend will use to generate a
 control image of. In the case of the latter, the
@@ -7159,15 +7352,14 @@ 
Submodules      "httpOptions": {
          "anyOf": [
             {
-               "type": "object"
+               "$ref": "#/$defs/HttpOptions"
             },
             {
                "type": "null"
             }
          ],
          "default": null,
-         "description": "Used to override HTTP request options.",
-         "title": "Httpoptions"
+         "description": "Used to override HTTP request options."
       },
       "systemInstruction": {
          "anyOf": [
@@ -7239,7 +7431,7 @@ 
Submodules   "$defs": {
       "Blob": {
          "additionalProperties": false,
-         "description": "Content blob.\n\nIt's preferred to send as text directly rather than raw bytes.",
+         "description": "Content blob.",
          "properties": {
             "data": {
                "anyOf": [
@@ -7376,7 +7568,7 @@ 
Submodules         "type": "object"
       },
       "DynamicRetrievalConfigMode": {
-         "description": "Config class for the dynamic retrieval config mode.",
+         "description": "Config for the dynamic retrieval config mode.",
          "enum": [
             "MODE_UNSPECIFIED",
             "MODE_DYNAMIC"
@@ -8175,6 +8367,92 @@ 
Submodules         "title": "GoogleSearchRetrieval",
          "type": "object"
       },
+      "HttpOptions": {
+         "additionalProperties": false,
+         "description": "HTTP options to be used in each of the requests.",
+         "properties": {
+            "baseUrl": {
+               "anyOf": [
+                  {
+                     "type": "string"
+                  },
+                  {
+                     "type": "null"
+                  }
+               ],
+               "default": null,
+               "description": "The base URL for the AI platform service endpoint.",
+               "title": "Baseurl"
+            },
+            "apiVersion": {
+               "anyOf": [
+                  {
+                     "type": "string"
+                  },
+                  {
+                     "type": "null"
+                  }
+               ],
+               "default": null,
+               "description": "Specifies the version of the API to use.",
+               "title": "Apiversion"
+            },
+            "headers": {
+               "anyOf": [
+                  {
+                     "additionalProperties": {
+                        "type": "string"
+                     },
+                     "type": "object"
+                  },
+                  {
+                     "type": "null"
+                  }
+               ],
+               "default": null,
+               "description": "Additional HTTP headers to be sent with the request.",
+               "title": "Headers"
+            },
+            "timeout": {
+               "anyOf": [
+                  {
+                     "type": "integer"
+                  },
+                  {
+                     "type": "null"
+                  }
+               ],
+               "default": null,
+               "description": "Timeout for the request in milliseconds.",
+               "title": "Timeout"
+            },
+            "deprecatedResponsePayload": {
+               "anyOf": [
+                  {
+                     "additionalProperties": {
+                        "maxItems": 1,
+                        "minItems": 1,
+                        "prefixItems": [
+                           {
+                              "title": "Iterable"
+                           }
+                        ],
+                        "type": "array"
+                     },
+                     "type": "object"
+                  },
+                  {
+                     "type": "null"
+                  }
+               ],
+               "default": null,
+               "description": "This field is deprecated. If set, the response payload will be returned int the supplied dict.",
+               "title": "Deprecatedresponsepayload"
+            }
+         },
+         "title": "HttpOptions",
+         "type": "object"
+      },
       "Language": {
          "description": "Required. Programming language of the `code`.",
          "enum": [
@@ -8900,7 +9178,7 @@ 
SubmodulesFields:
 

@@ -8915,7 +9193,7 @@ 
Submodules
 

-field http_options: Optional[dict[str, Any]] = None (alias 'httpOptions')

+field http_options: Optional[HttpOptions] = None (alias 'httpOptions')
 
Used to override HTTP request options.

 

 
@@ -8948,7 +9226,7 @@ 
Submodules
 

-http_options: Optional[dict[str, Any]]

+http_options: Optional[HttpOptionsDict]
 
Used to override HTTP request options.

 

 
@@ -9058,7 +9336,7 @@ 
Submodules
 pydantic model genai.types.CreateBatchJobConfig
 
Bases: BaseModel

-
Config class for optional parameters.

+
Config for optional parameters.

 
Create a new model by parsing and validating input data from keyword arguments.

 
Raises [ValidationError][pydantic_core.ValidationError] if the input data cannot be
 validated to form a valid model.

@@ -9066,21 +9344,20 @@ 
Submodules
 Show JSON schema
{
    "title": "CreateBatchJobConfig",
-   "description": "Config class for optional parameters.",
+   "description": "Config for optional parameters.",
    "type": "object",
    "properties": {
       "httpOptions": {
          "anyOf": [
             {
-               "type": "object"
+               "$ref": "#/$defs/HttpOptions"
             },
             {
                "type": "null"
             }
          ],
          "default": null,
-         "description": "Used to override HTTP request options.",
-         "title": "Httpoptions"
+         "description": "Used to override HTTP request options."
       },
       "displayName": {
          "anyOf": [
@@ -9109,6 +9386,94 @@ 
Submodules         "title": "Dest"
       }
    },
+   "$defs": {
+      "HttpOptions": {
+         "additionalProperties": false,
+         "description": "HTTP options to be used in each of the requests.",
+         "properties": {
+            "baseUrl": {
+               "anyOf": [
+                  {
+                     "type": "string"
+                  },
+                  {
+                     "type": "null"
+                  }
+               ],
+               "default": null,
+               "description": "The base URL for the AI platform service endpoint.",
+               "title": "Baseurl"
+            },
+            "apiVersion": {
+               "anyOf": [
+                  {
+                     "type": "string"
+                  },
+                  {
+                     "type": "null"
+                  }
+               ],
+               "default": null,
+               "description": "Specifies the version of the API to use.",
+               "title": "Apiversion"
+            },
+            "headers": {
+               "anyOf": [
+                  {
+                     "additionalProperties": {
+                        "type": "string"
+                     },
+                     "type": "object"
+                  },
+                  {
+                     "type": "null"
+                  }
+               ],
+               "default": null,
+               "description": "Additional HTTP headers to be sent with the request.",
+               "title": "Headers"
+            },
+            "timeout": {
+               "anyOf": [
+                  {
+                     "type": "integer"
+                  },
+                  {
+                     "type": "null"
+                  }
+               ],
+               "default": null,
+               "description": "Timeout for the request in milliseconds.",
+               "title": "Timeout"
+            },
+            "deprecatedResponsePayload": {
+               "anyOf": [
+                  {
+                     "additionalProperties": {
+                        "maxItems": 1,
+                        "minItems": 1,
+                        "prefixItems": [
+                           {
+                              "title": "Iterable"
+                           }
+                        ],
+                        "type": "array"
+                     },
+                     "type": "object"
+                  },
+                  {
+                     "type": "null"
+                  }
+               ],
+               "default": null,
+               "description": "This field is deprecated. If set, the response payload will be returned int the supplied dict.",
+               "title": "Deprecatedresponsepayload"
+            }
+         },
+         "title": "HttpOptions",
+         "type": "object"
+      }
+   },
    "additionalProperties": false
 }
 

@@ -9118,7 +9483,7 @@ 
Submodules
 

 

@@ -9137,7 +9502,7 @@ 
Submodules
 

-field http_options: Optional[dict[str, Any]] = None (alias 'httpOptions')

+field http_options: Optional[HttpOptions] = None (alias 'httpOptions')
 
Used to override HTTP request options.

 

 
@@ -9147,7 +9512,7 @@ 
Submodules
 class genai.types.CreateBatchJobConfigDict
 
Bases: TypedDict

-
Config class for optional parameters.

+
Config for optional parameters.

 

 

 dest: Optional[str]

@@ -9163,7 +9528,7 @@ 
Submodules
 

-http_options: Optional[dict[str, Any]]

+http_options: Optional[HttpOptionsDict]
 
Used to override HTTP request options.

 

 
@@ -9173,7 +9538,7 @@ 
Submodules
 pydantic model genai.types.CreateCachedContentConfig
 
Bases: BaseModel

-
Class for configuring optional cached content creation parameters.

+
Optional configuration for cached content creation.

 
Create a new model by parsing and validating input data from keyword arguments.

 
Raises [ValidationError][pydantic_core.ValidationError] if the input data cannot be
 validated to form a valid model.

@@ -9181,21 +9546,20 @@ 
Submodules
 Show JSON schema
{
    "title": "CreateCachedContentConfig",
-   "description": "Class for configuring optional cached content creation parameters.",
+   "description": "Optional configuration for cached content creation.",
    "type": "object",
    "properties": {
       "httpOptions": {
          "anyOf": [
             {
-               "type": "object"
+               "$ref": "#/$defs/HttpOptions"
             },
             {
                "type": "null"
             }
          ],
          "default": null,
-         "description": "Used to override HTTP request options.",
-         "title": "Httpoptions"
+         "description": "Used to override HTTP request options."
       },
       "ttl": {
          "anyOf": [
@@ -9380,7 +9744,7 @@ 
Submodules   "$defs": {
       "Blob": {
          "additionalProperties": false,
-         "description": "Content blob.\n\nIt's preferred to send as text directly rather than raw bytes.",
+         "description": "Content blob.",
          "properties": {
             "data": {
                "anyOf": [
@@ -9517,7 +9881,7 @@ 
Submodules         "type": "object"
       },
       "DynamicRetrievalConfigMode": {
-         "description": "Config class for the dynamic retrieval config mode.",
+         "description": "Config for the dynamic retrieval config mode.",
          "enum": [
             "MODE_UNSPECIFIED",
             "MODE_DYNAMIC"
@@ -9937,7 +10301,7 @@ 
Submodules         "type": "object"
       },
       "FunctionCallingConfigMode": {
-         "description": "Config class for the function calling config mode.",
+         "description": "Config for the function calling config mode.",
          "enum": [
             "MODE_UNSPECIFIED",
             "AUTO",
@@ -10079,6 +10443,92 @@ 
Submodules         "title": "GoogleSearchRetrieval",
          "type": "object"
       },
+      "HttpOptions": {
+         "additionalProperties": false,
+         "description": "HTTP options to be used in each of the requests.",
+         "properties": {
+            "baseUrl": {
+               "anyOf": [
+                  {
+                     "type": "string"
+                  },
+                  {
+                     "type": "null"
+                  }
+               ],
+               "default": null,
+               "description": "The base URL for the AI platform service endpoint.",
+               "title": "Baseurl"
+            },
+            "apiVersion": {
+               "anyOf": [
+                  {
+                     "type": "string"
+                  },
+                  {
+                     "type": "null"
+                  }
+               ],
+               "default": null,
+               "description": "Specifies the version of the API to use.",
+               "title": "Apiversion"
+            },
+            "headers": {
+               "anyOf": [
+                  {
+                     "additionalProperties": {
+                        "type": "string"
+                     },
+                     "type": "object"
+                  },
+                  {
+                     "type": "null"
+                  }
+               ],
+               "default": null,
+               "description": "Additional HTTP headers to be sent with the request.",
+               "title": "Headers"
+            },
+            "timeout": {
+               "anyOf": [
+                  {
+                     "type": "integer"
+                  },
+                  {
+                     "type": "null"
+                  }
+               ],
+               "default": null,
+               "description": "Timeout for the request in milliseconds.",
+               "title": "Timeout"
+            },
+            "deprecatedResponsePayload": {
+               "anyOf": [
+                  {
+                     "additionalProperties": {
+                        "maxItems": 1,
+                        "minItems": 1,
+                        "prefixItems": [
+                           {
+                              "title": "Iterable"
+                           }
+                        ],
+                        "type": "array"
+                     },
+                     "type": "object"
+                  },
+                  {
+                     "type": "null"
+                  }
+               ],
+               "default": null,
+               "description": "This field is deprecated. If set, the response payload will be returned int the supplied dict.",
+               "title": "Deprecatedresponsepayload"
+            }
+         },
+         "title": "HttpOptions",
+         "type": "object"
+      },
       "Language": {
          "description": "Required. Programming language of the `code`.",
          "enum": [
@@ -10826,7 +11276,7 @@ 
Submodulescontents (list[genai.types.Content | list[genai.types.File | genai.types.Part | PIL.Image.Image | str] | genai.types.File | genai.types.Part | PIL.Image.Image | str] | genai.types.Content | list[genai.types.File | genai.types.Part | PIL.Image.Image | str] | genai.types.File | genai.types.Part | PIL.Image.Image | str | None)

 
  • display_name (str | None)
    • 
 
  • expire_time (datetime.datetime | None)
    • 
-
  • http_options (dict[str, Any] | None)
    • 
+
  • http_options (genai.types.HttpOptions | None)
    • 
 
  • system_instruction (genai.types.Content | list[genai.types.File | genai.types.Part | PIL.Image.Image | str] | genai.types.File | genai.types.Part | PIL.Image.Image | str | None)
    • 
 
  • tool_config (genai.types.ToolConfig | None)
    • 
 
  • tools (list[genai.types.Tool] | None)
    • 
@@ -10854,7 +11304,7 @@ 
    Submodules
 
    
-field http_options: Optional[dict[str, Any]] = None (alias 'httpOptions')
    
+field http_options: Optional[HttpOptions] = None (alias 'httpOptions')
 
    Used to override HTTP request options.
    
 
    
 
@@ -10888,7 +11338,7 @@ 
    Submodules
 class genai.types.CreateCachedContentConfigDict
 
    Bases: TypedDict
    
-
    Class for configuring optional cached content creation parameters.
    
+
    Optional configuration for cached content creation.
    
 
    
 
    
 contents: Union[list[Union[Content, list[Union[File, Part, Image, str]], File, Part, Image, str, ContentDict]], Content, list[Union[File, Part, Image, str]], File, Part, Image, str, ContentDict, None]
    
@@ -10909,7 +11359,7 @@ 
    Submodules
 
    
-http_options: Optional[dict[str, Any]]
    
+http_options: Optional[HttpOptionsDict]
 
    Used to override HTTP request options.
    
 
    
 
@@ -10945,44 +11395,219 @@ 
    Submodules
-
    
-pydantic model genai.types.CreateDistillationJobConfig
    
+
    
+pydantic model genai.types.CreateFileConfig
    
 
    Bases: BaseModel
    
-
    Distillation job creation request - optional fields.
    
+
    Used to override the default configuration.
    
 
    Create a new model by parsing and validating input data from keyword arguments.
    
 
    Raises [ValidationError][pydantic_core.ValidationError] if the input data cannot be
 validated to form a valid model.
    
 
    self is explicitly positional-only to allow self as a field name.
    
 
    
 Show JSON schema
    {
-   "title": "CreateDistillationJobConfig",
-   "description": "Distillation job creation request - optional fields.",
+   "title": "CreateFileConfig",
+   "description": "Used to override the default configuration.",
    "type": "object",
    "properties": {
       "httpOptions": {
          "anyOf": [
             {
-               "type": "object"
+               "$ref": "#/$defs/HttpOptions"
             },
             {
                "type": "null"
             }
          ],
          "default": null,
-         "description": "Used to override HTTP request options.",
-         "title": "Httpoptions"
+         "description": "Used to override HTTP request options."
+      }
+   },
+   "$defs": {
+      "HttpOptions": {
+         "additionalProperties": false,
+         "description": "HTTP options to be used in each of the requests.",
+         "properties": {
+            "baseUrl": {
+               "anyOf": [
+                  {
+                     "type": "string"
+                  },
+                  {
+                     "type": "null"
+                  }
+               ],
+               "default": null,
+               "description": "The base URL for the AI platform service endpoint.",
+               "title": "Baseurl"
+            },
+            "apiVersion": {
+               "anyOf": [
+                  {
+                     "type": "string"
+                  },
+                  {
+                     "type": "null"
+                  }
+               ],
+               "default": null,
+               "description": "Specifies the version of the API to use.",
+               "title": "Apiversion"
+            },
+            "headers": {
+               "anyOf": [
+                  {
+                     "additionalProperties": {
+                        "type": "string"
+                     },
+                     "type": "object"
+                  },
+                  {
+                     "type": "null"
+                  }
+               ],
+               "default": null,
+               "description": "Additional HTTP headers to be sent with the request.",
+               "title": "Headers"
+            },
+            "timeout": {
+               "anyOf": [
+                  {
+                     "type": "integer"
+                  },
+                  {
+                     "type": "null"
+                  }
+               ],
+               "default": null,
+               "description": "Timeout for the request in milliseconds.",
+               "title": "Timeout"
+            },
+            "deprecatedResponsePayload": {
+               "anyOf": [
+                  {
+                     "additionalProperties": {
+                        "maxItems": 1,
+                        "minItems": 1,
+                        "prefixItems": [
+                           {
+                              "title": "Iterable"
+                           }
+                        ],
+                        "type": "array"
+                     },
+                     "type": "object"
+                  },
+                  {
+                     "type": "null"
+                  }
+               ],
+               "default": null,
+               "description": "This field is deprecated. If set, the response payload will be returned int the supplied dict.",
+               "title": "Deprecatedresponsepayload"
+            }
+         },
+         "title": "HttpOptions",
+         "type": "object"
+      }
+   },
+   "additionalProperties": false
+}
+
    
+
    
+
    
+
    Fields:
    
+
    
+
    
+
    
+
    
+
    
+field http_options: Optional[HttpOptions] = None (alias 'httpOptions')
    
+
    Used to override HTTP request options.
    
+
    
+
+
    
+
+
    
+
    
+class genai.types.CreateFileConfigDict
    
+
    Bases: TypedDict
    
+
    Used to override the default configuration.
    
+
    
+
    
+http_options: Optional[HttpOptionsDict]
    
+
    Used to override HTTP request options.
    
+
    
+
+
    
+
+
    
+
    
+pydantic model genai.types.CreateFileResponse
    
+
    Bases: BaseModel
    
+
    Response for the create file method.
    
+
    Create a new model by parsing and validating input data from keyword arguments.
    
+
    Raises [ValidationError][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.
    
+
    self is explicitly positional-only to allow self as a field name.
    
+
    
+Show JSON schema
    {
+   "title": "CreateFileResponse",
+   "description": "Response for the create file method.",
+   "type": "object",
+   "properties": {},
+   "additionalProperties": false
+}
+
    
+
    
+
    
+
+
    
+
    
+class genai.types.CreateFileResponseDict
    
+
    Bases: TypedDict
    
+
    Response for the create file method.
    
+
    
+
+
    
+
    
+pydantic model genai.types.CreateTuningJobConfig
    
+
    Bases: BaseModel
    
+
    Supervised fine-tuning job creation request - optional fields.
    
+
    Create a new model by parsing and validating input data from keyword arguments.
    
+
    Raises [ValidationError][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.
    
+
    self is explicitly positional-only to allow self as a field name.
    
+
    
+Show JSON schema
    {
+   "title": "CreateTuningJobConfig",
+   "description": "Supervised fine-tuning job creation request - optional fields.",
+   "type": "object",
+   "properties": {
+      "httpOptions": {
+         "anyOf": [
+            {
+               "$ref": "#/$defs/HttpOptions"
+            },
+            {
+               "type": "null"
+            }
+         ],
+         "default": null,
+         "description": "Used to override HTTP request options."
       },
       "validationDataset": {
          "anyOf": [
             {
-               "$ref": "#/$defs/DistillationValidationDataset"
+               "$ref": "#/$defs/TuningValidationDataset"
             },
             {
                "type": "null"
             }
          ],
          "default": null,
-         "description": "Cloud Storage path to file containing validation dataset for tuning. The dataset must be formatted as a JSONL file."
+         "description": "Cloud Storage path to file containing training dataset for tuning. The dataset must be formatted as a JSONL file."
       },
       "tunedModelDisplayName": {
          "anyOf": [
@@ -10996,364 +11621,19 @@ 
    Submodules         "default": null,
          "description": "The display name of the tuned Model. The name can be up to 128 characters long and can consist of any UTF-8 characters.",
          "title": "Tunedmodeldisplayname"
-      },
-      "epochCount": {
-         "anyOf": [
-            {
-               "type": "integer"
-            },
-            {
-               "type": "null"
-            }
-         ],
-         "default": null,
-         "description": "Number of complete passes the model makes over the entire training dataset during training.",
-         "title": "Epochcount"
-      },
-      "learningRateMultiplier": {
-         "anyOf": [
-            {
-               "type": "number"
-            },
-            {
-               "type": "null"
-            }
-         ],
-         "default": null,
-         "description": "Multiplier for adjusting the default learning rate.",
-         "title": "Learningratemultiplier"
-      },
-      "adapterSize": {
-         "anyOf": [
-            {
-               "$ref": "#/$defs/AdapterSize"
-            },
-            {
-               "type": "null"
-            }
-         ],
-         "default": null,
-         "description": "Adapter size for tuning."
-      },
-      "pipelineRootDirectory": {
-         "anyOf": [
-            {
-               "type": "string"
-            },
-            {
-               "type": "null"
-            }
-         ],
-         "default": null,
-         "description": "The resource name of the PipelineJob associated with the TuningJob. Format:`projects/{project}/locations/{location}/pipelineJobs/{pipeline_job}`.",
-         "title": "Pipelinerootdirectory"
-      }
-   },
-   "$defs": {
-      "AdapterSize": {
-         "description": "Optional. Adapter size for tuning.",
-         "enum": [
-            "ADAPTER_SIZE_UNSPECIFIED",
-            "ADAPTER_SIZE_ONE",
-            "ADAPTER_SIZE_FOUR",
-            "ADAPTER_SIZE_EIGHT",
-            "ADAPTER_SIZE_SIXTEEN",
-            "ADAPTER_SIZE_THIRTY_TWO"
-         ],
-         "title": "AdapterSize",
-         "type": "string"
-      },
-      "DistillationValidationDataset": {
-         "additionalProperties": false,
-         "description": "Validation dataset.",
-         "properties": {
-            "gcsUri": {
-               "anyOf": [
-                  {
-                     "type": "string"
-                  },
-                  {
-                     "type": "null"
-                  }
-               ],
-               "default": null,
-               "description": "GCS URI of the file containing validation dataset in JSONL format.",
-               "title": "Gcsuri"
-            }
-         },
-         "title": "DistillationValidationDataset",
-         "type": "object"
-      }
-   },
-   "additionalProperties": false
-}
-
    
-
    
-
    
-
    Fields:
    
-
    
-
    
-
    
-
    
-
    
-field adapter_size: Optional[AdapterSize] = None (alias 'adapterSize')
    
-
    Adapter size for tuning.
    
-
    
-
-
    
-
    
-field epoch_count: Optional[int] = None (alias 'epochCount')
    
-
    Number of complete passes the model makes over the entire training dataset during training.
    
-
    
-
-
    
-
    
-field http_options: Optional[dict[str, Any]] = None (alias 'httpOptions')
    
-
    Used to override HTTP request options.
    
-
    
-
-
    
-
    
-field learning_rate_multiplier: Optional[float] = None (alias 'learningRateMultiplier')
    
-
    Multiplier for adjusting the default learning rate.
    
-
    
-
-
    
-
    
-field pipeline_root_directory: Optional[str] = None (alias 'pipelineRootDirectory')
    
-
    The resource name of the PipelineJob associated with the TuningJob. Format:projects/{project}/locations/{location}/pipelineJobs/{pipeline_job}.
    
-
    
-
-
    
-
    
-field tuned_model_display_name: Optional[str] = None (alias 'tunedModelDisplayName')
    
-
    The display name of the tuned Model. The name can be up to 128 characters long and can consist of any UTF-8 characters.
    
-
    
-
-
    
-
    
-field validation_dataset: Optional[DistillationValidationDataset] = None (alias 'validationDataset')
    
-
    Cloud Storage path to file containing validation dataset for tuning. The dataset must be formatted as a JSONL file.
    
-
    
-
-
    
-
-
    
-
    
-class genai.types.CreateDistillationJobConfigDict
    
-
    Bases: TypedDict
    
-
    Distillation job creation request - optional fields.
    
-
    
-
    
-adapter_size: Optional[AdapterSize]
    
-
    Adapter size for tuning.
    
-
    
-
-
    
-
    
-epoch_count: Optional[int]
    
-
    Number of complete passes the model makes over the entire training dataset during training.
    
-
    
-
-
    
-
    
-http_options: Optional[dict[str, Any]]
    
-
    Used to override HTTP request options.
    
-
    
-
-
    
-
    
-learning_rate_multiplier: Optional[float]
    
-
    Multiplier for adjusting the default learning rate.
    
-
    
-
-
    
-
    
-pipeline_root_directory: Optional[str]
    
-
    projects/{project}/locations/{location}/pipelineJobs/{pipeline_job}.
    
-
    
-
    Type:
    
-
    The resource name of the PipelineJob associated with the TuningJob. Format
    
-
    
-
    
-
    
-
-
    
-
    
-tuned_model_display_name: Optional[str]
    
-
    The display name of the tuned Model. The name can be up to 128 characters long and can consist of any UTF-8 characters.
    
-
    
-
-
    
-
    
-validation_dataset: Optional[DistillationValidationDatasetDict]
    
-
    Cloud Storage path to file containing validation dataset for tuning. The dataset must be formatted as a JSONL file.
    
-
    
-
-
    
-
-
    
-
    
-pydantic model genai.types.CreateFileConfig
    
-
    Bases: BaseModel
    
-
    Used to override the default configuration.
    
-
    Create a new model by parsing and validating input data from keyword arguments.
    
-
    Raises [ValidationError][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.
    
-
    self is explicitly positional-only to allow self as a field name.
    
-
    
-Show JSON schema
    {
-   "title": "CreateFileConfig",
-   "description": "Used to override the default configuration.",
-   "type": "object",
-   "properties": {
-      "httpOptions": {
-         "anyOf": [
-            {
-               "type": "object"
-            },
-            {
-               "type": "null"
-            }
-         ],
-         "default": null,
-         "description": "Used to override HTTP request options.",
-         "title": "Httpoptions"
-      }
-   },
-   "additionalProperties": false
-}
-
    
-
    
-
    
-
    Fields:
    
-
    
-
    
-
    
-
    
-
    
-field http_options: Optional[dict[str, Any]] = None (alias 'httpOptions')
    
-
    Used to override HTTP request options.
    
-
    
-
-
    
-
-
    
-
    
-class genai.types.CreateFileConfigDict
    
-
    Bases: TypedDict
    
-
    Used to override the default configuration.
    
-
    
-
    
-http_options: Optional[dict[str, Any]]
    
-
    Used to override HTTP request options.
    
-
    
-
-
    
-
-
    
-
    
-pydantic model genai.types.CreateFileResponse
    
-
    Bases: BaseModel
    
-
    Response for the create file method.
    
-
    Create a new model by parsing and validating input data from keyword arguments.
    
-
    Raises [ValidationError][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.
    
-
    self is explicitly positional-only to allow self as a field name.
    
-
    
-Show JSON schema
    {
-   "title": "CreateFileResponse",
-   "description": "Response for the create file method.",
-   "type": "object",
-   "properties": {},
-   "additionalProperties": false
-}
-
    
-
    
-
    
-
-
    
-
    
-class genai.types.CreateFileResponseDict
    
-
    Bases: TypedDict
    
-
    Response for the create file method.
    
-
    
-
-
    
-
    
-pydantic model genai.types.CreateTuningJobConfig
    
-
    Bases: BaseModel
    
-
    Supervised fine-tuning job creation request - optional fields.
    
-
    Create a new model by parsing and validating input data from keyword arguments.
    
-
    Raises [ValidationError][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.
    
-
    self is explicitly positional-only to allow self as a field name.
    
-
    
-Show JSON schema
    {
-   "title": "CreateTuningJobConfig",
-   "description": "Supervised fine-tuning job creation request - optional fields.",
-   "type": "object",
-   "properties": {
-      "httpOptions": {
-         "anyOf": [
-            {
-               "type": "object"
-            },
-            {
-               "type": "null"
-            }
-         ],
-         "default": null,
-         "description": "Used to override HTTP request options.",
-         "title": "Httpoptions"
-      },
-      "validationDataset": {
-         "anyOf": [
-            {
-               "$ref": "#/$defs/TuningValidationDataset"
-            },
-            {
-               "type": "null"
-            }
-         ],
-         "default": null,
-         "description": "Cloud Storage path to file containing training dataset for tuning. The dataset must be formatted as a JSONL file."
-      },
-      "tunedModelDisplayName": {
-         "anyOf": [
-            {
-               "type": "string"
-            },
-            {
-               "type": "null"
-            }
-         ],
-         "default": null,
-         "description": "The display name of the tuned Model. The name can be up to 128 characters long and can consist of any UTF-8 characters.",
-         "title": "Tunedmodeldisplayname"
-      },
-      "description": {
-         "anyOf": [
-            {
-               "type": "string"
-            },
-            {
-               "type": "null"
-            }
-         ],
-         "default": null,
-         "description": "The description of the TuningJob",
-         "title": "Description"
+      },
+      "description": {
+         "anyOf": [
+            {
+               "type": "string"
+            },
+            {
+               "type": "null"
+            }
+         ],
+         "default": null,
+         "description": "The description of the TuningJob",
+         "title": "Description"
       },
       "epochCount": {
          "anyOf": [
@@ -11434,6 +11714,92 @@ 
    Submodules         "title": "AdapterSize",
          "type": "string"
       },
+      "HttpOptions": {
+         "additionalProperties": false,
+         "description": "HTTP options to be used in each of the requests.",
+         "properties": {
+            "baseUrl": {
+               "anyOf": [
+                  {
+                     "type": "string"
+                  },
+                  {
+                     "type": "null"
+                  }
+               ],
+               "default": null,
+               "description": "The base URL for the AI platform service endpoint.",
+               "title": "Baseurl"
+            },
+            "apiVersion": {
+               "anyOf": [
+                  {
+                     "type": "string"
+                  },
+                  {
+                     "type": "null"
+                  }
+               ],
+               "default": null,
+               "description": "Specifies the version of the API to use.",
+               "title": "Apiversion"
+            },
+            "headers": {
+               "anyOf": [
+                  {
+                     "additionalProperties": {
+                        "type": "string"
+                     },
+                     "type": "object"
+                  },
+                  {
+                     "type": "null"
+                  }
+               ],
+               "default": null,
+               "description": "Additional HTTP headers to be sent with the request.",
+               "title": "Headers"
+            },
+            "timeout": {
+               "anyOf": [
+                  {
+                     "type": "integer"
+                  },
+                  {
+                     "type": "null"
+                  }
+               ],
+               "default": null,
+               "description": "Timeout for the request in milliseconds.",
+               "title": "Timeout"
+            },
+            "deprecatedResponsePayload": {
+               "anyOf": [
+                  {
+                     "additionalProperties": {
+                        "maxItems": 1,
+                        "minItems": 1,
+                        "prefixItems": [
+                           {
+                              "title": "Iterable"
+                           }
+                        ],
+                        "type": "array"
+                     },
+                     "type": "object"
+                  },
+                  {
+                     "type": "null"
+                  }
+               ],
+               "default": null,
+               "description": "This field is deprecated. If set, the response payload will be returned int the supplied dict.",
+               "title": "Deprecatedresponsepayload"
+            }
+         },
+         "title": "HttpOptions",
+         "type": "object"
+      },
       "TuningValidationDataset": {
          "additionalProperties": false,
          "properties": {
@@ -11466,7 +11832,7 @@ 
    Submodulesbatch_size (int | None)
    
 
  • description (str | None)
    • 
 
  • epoch_count (int | None)
    • 
-
  • http_options (dict[str, Any] | None)
    • 
+
  • http_options (genai.types.HttpOptions | None)
    • 
 
  • learning_rate (float | None)
    • 
 
  • learning_rate_multiplier (float | None)
    • 
 
  • tuned_model_display_name (str | None)
    • 
@@ -11500,7 +11866,7 @@ 
    Submodules
 
    
-field http_options: Optional[dict[str, Any]] = None (alias 'httpOptions')
    
+field http_options: Optional[HttpOptions] = None (alias 'httpOptions')
 
    Used to override HTTP request options.
    
 
    
 
@@ -11561,7 +11927,7 @@ 
    Submodules
 
    
-http_options: Optional[dict[str, Any]]
    
+http_options: Optional[HttpOptionsDict]
 
    Used to override HTTP request options.
    
 
    
 
@@ -12122,7 +12488,7 @@ 
    Submodules   "$defs": {
       "Blob": {
          "additionalProperties": false,
-         "description": "Content blob.\n\nIt's preferred to send as text directly rather than raw bytes.",
+         "description": "Content blob.",
          "properties": {
             "data": {
                "anyOf": [
@@ -12844,6 +13210,154 @@ 
    Submodules
+
    
+pydantic model genai.types.DeleteBatchJobConfig
    
+
    Bases: BaseModel
    
+
    Optional parameters for models.get method.
    
+
    Create a new model by parsing and validating input data from keyword arguments.
    
+
    Raises [ValidationError][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.
    
+
    self is explicitly positional-only to allow self as a field name.
    
+
    
+Show JSON schema
    {
+   "title": "DeleteBatchJobConfig",
+   "description": "Optional parameters for models.get method.",
+   "type": "object",
+   "properties": {
+      "httpOptions": {
+         "anyOf": [
+            {
+               "$ref": "#/$defs/HttpOptions"
+            },
+            {
+               "type": "null"
+            }
+         ],
+         "default": null,
+         "description": "Used to override HTTP request options."
+      }
+   },
+   "$defs": {
+      "HttpOptions": {
+         "additionalProperties": false,
+         "description": "HTTP options to be used in each of the requests.",
+         "properties": {
+            "baseUrl": {
+               "anyOf": [
+                  {
+                     "type": "string"
+                  },
+                  {
+                     "type": "null"
+                  }
+               ],
+               "default": null,
+               "description": "The base URL for the AI platform service endpoint.",
+               "title": "Baseurl"
+            },
+            "apiVersion": {
+               "anyOf": [
+                  {
+                     "type": "string"
+                  },
+                  {
+                     "type": "null"
+                  }
+               ],
+               "default": null,
+               "description": "Specifies the version of the API to use.",
+               "title": "Apiversion"
+            },
+            "headers": {
+               "anyOf": [
+                  {
+                     "additionalProperties": {
+                        "type": "string"
+                     },
+                     "type": "object"
+                  },
+                  {
+                     "type": "null"
+                  }
+               ],
+               "default": null,
+               "description": "Additional HTTP headers to be sent with the request.",
+               "title": "Headers"
+            },
+            "timeout": {
+               "anyOf": [
+                  {
+                     "type": "integer"
+                  },
+                  {
+                     "type": "null"
+                  }
+               ],
+               "default": null,
+               "description": "Timeout for the request in milliseconds.",
+               "title": "Timeout"
+            },
+            "deprecatedResponsePayload": {
+               "anyOf": [
+                  {
+                     "additionalProperties": {
+                        "maxItems": 1,
+                        "minItems": 1,
+                        "prefixItems": [
+                           {
+                              "title": "Iterable"
+                           }
+                        ],
+                        "type": "array"
+                     },
+                     "type": "object"
+                  },
+                  {
+                     "type": "null"
+                  }
+               ],
+               "default": null,
+               "description": "This field is deprecated. If set, the response payload will be returned int the supplied dict.",
+               "title": "Deprecatedresponsepayload"
+            }
+         },
+         "title": "HttpOptions",
+         "type": "object"
+      }
+   },
+   "additionalProperties": false
+}
+
    
+
    
+
    
+
    Fields:
    
+
    
+
    
+
    
+
    
+
    
+field http_options: Optional[HttpOptions] = None (alias 'httpOptions')
    
+
    Used to override HTTP request options.
    
+
    
+
+
    
+
+
    
+
    
+class genai.types.DeleteBatchJobConfigDict
    
+
    Bases: TypedDict
    
+
    Optional parameters for models.get method.
    
+
    
+
    
+http_options: Optional[HttpOptionsDict]
    
+
    Used to override HTTP request options.
    
+
    
+
+
    
+
 
    
 
    
 pydantic model genai.types.DeleteCachedContentConfig
    
@@ -12862,15 +13376,102 @@ 
    Submodules      "httpOptions": {
          "anyOf": [
             {
-               "type": "object"
+               "$ref": "#/$defs/HttpOptions"
             },
             {
                "type": "null"
             }
          ],
          "default": null,
-         "description": "Used to override HTTP request options.",
-         "title": "Httpoptions"
+         "description": "Used to override HTTP request options."
+      }
+   },
+   "$defs": {
+      "HttpOptions": {
+         "additionalProperties": false,
+         "description": "HTTP options to be used in each of the requests.",
+         "properties": {
+            "baseUrl": {
+               "anyOf": [
+                  {
+                     "type": "string"
+                  },
+                  {
+                     "type": "null"
+                  }
+               ],
+               "default": null,
+               "description": "The base URL for the AI platform service endpoint.",
+               "title": "Baseurl"
+            },
+            "apiVersion": {
+               "anyOf": [
+                  {
+                     "type": "string"
+                  },
+                  {
+                     "type": "null"
+                  }
+               ],
+               "default": null,
+               "description": "Specifies the version of the API to use.",
+               "title": "Apiversion"
+            },
+            "headers": {
+               "anyOf": [
+                  {
+                     "additionalProperties": {
+                        "type": "string"
+                     },
+                     "type": "object"
+                  },
+                  {
+                     "type": "null"
+                  }
+               ],
+               "default": null,
+               "description": "Additional HTTP headers to be sent with the request.",
+               "title": "Headers"
+            },
+            "timeout": {
+               "anyOf": [
+                  {
+                     "type": "integer"
+                  },
+                  {
+                     "type": "null"
+                  }
+               ],
+               "default": null,
+               "description": "Timeout for the request in milliseconds.",
+               "title": "Timeout"
+            },
+            "deprecatedResponsePayload": {
+               "anyOf": [
+                  {
+                     "additionalProperties": {
+                        "maxItems": 1,
+                        "minItems": 1,
+                        "prefixItems": [
+                           {
+                              "title": "Iterable"
+                           }
+                        ],
+                        "type": "array"
+                     },
+                     "type": "object"
+                  },
+                  {
+                     "type": "null"
+                  }
+               ],
+               "default": null,
+               "description": "This field is deprecated. If set, the response payload will be returned int the supplied dict.",
+               "title": "Deprecatedresponsepayload"
+            }
+         },
+         "title": "HttpOptions",
+         "type": "object"
       }
    },
    "additionalProperties": false
@@ -12880,13 +13481,13 @@ 
    Submodules
 
    Fields:
    
 
    
 
    
 
    
 
    
 
    
-field http_options: Optional[dict[str, Any]] = None (alias 'httpOptions')
    
+field http_options: Optional[HttpOptions] = None (alias 'httpOptions')
 
    Used to override HTTP request options.
    
 
    
 
@@ -12899,7 +13500,7 @@ 
    Submodules
 
    
-http_options: Optional[dict[str, Any]]
    
+http_options: Optional[HttpOptionsDict]
 
    Used to override HTTP request options.
    
 
    
 
@@ -12951,15 +13552,102 @@ 
    Submodules      "httpOptions": {
          "anyOf": [
             {
-               "type": "object"
+               "$ref": "#/$defs/HttpOptions"
             },
             {
                "type": "null"
             }
          ],
          "default": null,
-         "description": "Used to override HTTP request options.",
-         "title": "Httpoptions"
+         "description": "Used to override HTTP request options."
+      }
+   },
+   "$defs": {
+      "HttpOptions": {
+         "additionalProperties": false,
+         "description": "HTTP options to be used in each of the requests.",
+         "properties": {
+            "baseUrl": {
+               "anyOf": [
+                  {
+                     "type": "string"
+                  },
+                  {
+                     "type": "null"
+                  }
+               ],
+               "default": null,
+               "description": "The base URL for the AI platform service endpoint.",
+               "title": "Baseurl"
+            },
+            "apiVersion": {
+               "anyOf": [
+                  {
+                     "type": "string"
+                  },
+                  {
+                     "type": "null"
+                  }
+               ],
+               "default": null,
+               "description": "Specifies the version of the API to use.",
+               "title": "Apiversion"
+            },
+            "headers": {
+               "anyOf": [
+                  {
+                     "additionalProperties": {
+                        "type": "string"
+                     },
+                     "type": "object"
+                  },
+                  {
+                     "type": "null"
+                  }
+               ],
+               "default": null,
+               "description": "Additional HTTP headers to be sent with the request.",
+               "title": "Headers"
+            },
+            "timeout": {
+               "anyOf": [
+                  {
+                     "type": "integer"
+                  },
+                  {
+                     "type": "null"
+                  }
+               ],
+               "default": null,
+               "description": "Timeout for the request in milliseconds.",
+               "title": "Timeout"
+            },
+            "deprecatedResponsePayload": {
+               "anyOf": [
+                  {
+                     "additionalProperties": {
+                        "maxItems": 1,
+                        "minItems": 1,
+                        "prefixItems": [
+                           {
+                              "title": "Iterable"
+                           }
+                        ],
+                        "type": "array"
+                     },
+                     "type": "object"
+                  },
+                  {
+                     "type": "null"
+                  }
+               ],
+               "default": null,
+               "description": "This field is deprecated. If set, the response payload will be returned int the supplied dict.",
+               "title": "Deprecatedresponsepayload"
+            }
+         },
+         "title": "HttpOptions",
+         "type": "object"
       }
    },
    "additionalProperties": false
@@ -12969,13 +13657,13 @@ 
    Submodules
 
    Fields:
    -field http_options: Optional[dict[str, Any]] = None (alias 'httpOptions')
    +field http_options: Optional[HttpOptions] = None (alias 'httpOptions')

    Used to override HTTP request options.

    @@ -12988,7 +13676,7 @@

    Submodules
    -http_options: Optional[dict[str, Any]]
    +http_options: Optional[HttpOptionsDict]

    Used to override HTTP request options.

    @@ -13022,6 +13710,151 @@

    Submodules +
    +pydantic model genai.types.DeleteModelConfig
    +

    Bases: BaseModel

    +

    Create a new model by parsing and validating input data from keyword arguments.

    +

    Raises [ValidationError][pydantic_core.ValidationError] if the input data cannot be +validated to form a valid model.

    +

    self is explicitly positional-only to allow self as a field name.

    +

    +Show JSON schema
    {
+   "title": "DeleteModelConfig",
+   "type": "object",
+   "properties": {
+      "httpOptions": {
+         "anyOf": [
+            {
+               "$ref": "#/$defs/HttpOptions"
+            },
+            {
+               "type": "null"
+            }
+         ],
+         "default": null,
+         "description": "Used to override HTTP request options."
+      }
+   },
+   "$defs": {
+      "HttpOptions": {
+         "additionalProperties": false,
+         "description": "HTTP options to be used in each of the requests.",
+         "properties": {
+            "baseUrl": {
+               "anyOf": [
+                  {
+                     "type": "string"
+                  },
+                  {
+                     "type": "null"
+                  }
+               ],
+               "default": null,
+               "description": "The base URL for the AI platform service endpoint.",
+               "title": "Baseurl"
+            },
+            "apiVersion": {
+               "anyOf": [
+                  {
+                     "type": "string"
+                  },
+                  {
+                     "type": "null"
+                  }
+               ],
+               "default": null,
+               "description": "Specifies the version of the API to use.",
+               "title": "Apiversion"
+            },
+            "headers": {
+               "anyOf": [
+                  {
+                     "additionalProperties": {
+                        "type": "string"
+                     },
+                     "type": "object"
+                  },
+                  {
+                     "type": "null"
+                  }
+               ],
+               "default": null,
+               "description": "Additional HTTP headers to be sent with the request.",
+               "title": "Headers"
+            },
+            "timeout": {
+               "anyOf": [
+                  {
+                     "type": "integer"
+                  },
+                  {
+                     "type": "null"
+                  }
+               ],
+               "default": null,
+               "description": "Timeout for the request in milliseconds.",
+               "title": "Timeout"
+            },
+            "deprecatedResponsePayload": {
+               "anyOf": [
+                  {
+                     "additionalProperties": {
+                        "maxItems": 1,
+                        "minItems": 1,
+                        "prefixItems": [
+                           {
+                              "title": "Iterable"
+                           }
+                        ],
+                        "type": "array"
+                     },
+                     "type": "object"
+                  },
+                  {
+                     "type": "null"
+                  }
+               ],
+               "default": null,
+               "description": "This field is deprecated. If set, the response payload will be returned int the supplied dict.",
+               "title": "Deprecatedresponsepayload"
+            }
+         },
+         "title": "HttpOptions",
+         "type": "object"
+      }
+   },
+   "additionalProperties": false
+}
+
    +
    +

    +
    Fields:
    +
    +
    +
    +
    +
    +field http_options: Optional[HttpOptions] = None (alias 'httpOptions')
    +

    Used to override HTTP request options.

    +
    + +

    + +
    +
    +class genai.types.DeleteModelConfigDict
    +

    Bases: TypedDict

    +
    +
    +http_options: Optional[HttpOptionsDict]
    +

    Used to override HTTP request options.

    +
    + +
    +
    pydantic model genai.types.DeleteModelResponse
    @@ -13051,7 +13884,7 @@

    Submodules pydantic model genai.types.DeleteResourceJob

    Bases: BaseModel

    -

    Config class for the return value of delete operation.

    +

    The return value of delete operation.

    Create a new model by parsing and validating input data from keyword arguments.

    Raises [ValidationError][pydantic_core.ValidationError] if the input data cannot be validated to form a valid model.

    @@ -13059,7 +13892,7 @@

    Submodules Show JSON schema
    {
    "title": "DeleteResourceJob",
-   "description": "Config class for the return value of delete operation.",
+   "description": "The return value of delete operation.",
    "type": "object",
    "properties": {
       "name": {
@@ -13104,7 +13937,7 @@ 
    Submodules   "$defs": {
       "JobError": {
          "additionalProperties": false,
-         "description": "Config class for the job error.",
+         "description": "Job error.",
          "properties": {
             "details": {
                "anyOf": [
@@ -13187,7 +14020,7 @@ 
    Submodules
 class genai.types.DeleteResourceJobDict
 
    Bases: TypedDict
    
-
    Config class for the return value of delete operation.
    
+
    The return value of delete operation.
    
 
    
 
    
 done: Optional[bool]
    
@@ -13262,7 +14095,7 @@ 
    Submodules   "$defs": {
       "Blob": {
          "additionalProperties": false,
-         "description": "Content blob.\n\nIt's preferred to send as text directly rather than raw bytes.",
+         "description": "Content blob.",
          "properties": {
             "data": {
                "anyOf": [
@@ -14005,67 +14838,6 @@ 
    Submodules
-
    
-pydantic model genai.types.DistillationDataset
    
-
    Bases: BaseModel
    
-
    Training dataset.
    
-
    Create a new model by parsing and validating input data from keyword arguments.
    
-
    Raises [ValidationError][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.
    
-
    self is explicitly positional-only to allow self as a field name.
    
-
    
-Show JSON schema
    {
-   "title": "DistillationDataset",
-   "description": "Training dataset.",
-   "type": "object",
-   "properties": {
-      "gcsUri": {
-         "anyOf": [
-            {
-               "type": "string"
-            },
-            {
-               "type": "null"
-            }
-         ],
-         "default": null,
-         "description": "GCS URI of the file containing training dataset in JSONL format.",
-         "title": "Gcsuri"
-      }
-   },
-   "additionalProperties": false
-}
-
    
-
    
-
    
-
    Fields:
    
-
    
-
    
-
    
-
    
-
    
-field gcs_uri: Optional[str] = None (alias 'gcsUri')
    
-
    GCS URI of the file containing training dataset in JSONL format.
    
-
    
-
-
    
-
-
    
-
    
-class genai.types.DistillationDatasetDict
    
-
    Bases: TypedDict
    
-
    Training dataset.
    
-
    
-
    
-gcs_uri: Optional[str]
    
-
    GCS URI of the file containing training dataset in JSONL format.
    
-
    
-
-
    
-
 
    
 
    
 pydantic model genai.types.DistillationHyperParameters
    
@@ -14475,67 +15247,6 @@ 
    Submodules
-
    
-pydantic model genai.types.DistillationValidationDataset
    
-
    Bases: BaseModel
    
-
    Validation dataset.
    
-
    Create a new model by parsing and validating input data from keyword arguments.
    
-
    Raises [ValidationError][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.
    
-
    self is explicitly positional-only to allow self as a field name.
    
-
    
-Show JSON schema
    {
-   "title": "DistillationValidationDataset",
-   "description": "Validation dataset.",
-   "type": "object",
-   "properties": {
-      "gcsUri": {
-         "anyOf": [
-            {
-               "type": "string"
-            },
-            {
-               "type": "null"
-            }
-         ],
-         "default": null,
-         "description": "GCS URI of the file containing validation dataset in JSONL format.",
-         "title": "Gcsuri"
-      }
-   },
-   "additionalProperties": false
-}
-
    
-
    
-
    
-
    Fields:
    
-
    
-
    
-
    
-
    
-
    
-field gcs_uri: Optional[str] = None (alias 'gcsUri')
    
-
    GCS URI of the file containing validation dataset in JSONL format.
    
-
    
-
-
    
-
-
    
-
    
-class genai.types.DistillationValidationDatasetDict
    
-
    Bases: TypedDict
    
-
    Validation dataset.
    
-
    
-
    
-gcs_uri: Optional[str]
    
-
    GCS URI of the file containing validation dataset in JSONL format.
    
-
    
-
-
    
-
 
    
 
    
 pydantic model genai.types.DownloadFileConfig
    
@@ -14554,15 +15265,102 @@ 
    Submodules      "httpOptions": {
          "anyOf": [
             {
-               "type": "object"
+               "$ref": "#/$defs/HttpOptions"
             },
             {
                "type": "null"
             }
          ],
          "default": null,
-         "description": "Used to override HTTP request options.",
-         "title": "Httpoptions"
+         "description": "Used to override HTTP request options."
+      }
+   },
+   "$defs": {
+      "HttpOptions": {
+         "additionalProperties": false,
+         "description": "HTTP options to be used in each of the requests.",
+         "properties": {
+            "baseUrl": {
+               "anyOf": [
+                  {
+                     "type": "string"
+                  },
+                  {
+                     "type": "null"
+                  }
+               ],
+               "default": null,
+               "description": "The base URL for the AI platform service endpoint.",
+               "title": "Baseurl"
+            },
+            "apiVersion": {
+               "anyOf": [
+                  {
+                     "type": "string"
+                  },
+                  {
+                     "type": "null"
+                  }
+               ],
+               "default": null,
+               "description": "Specifies the version of the API to use.",
+               "title": "Apiversion"
+            },
+            "headers": {
+               "anyOf": [
+                  {
+                     "additionalProperties": {
+                        "type": "string"
+                     },
+                     "type": "object"
+                  },
+                  {
+                     "type": "null"
+                  }
+               ],
+               "default": null,
+               "description": "Additional HTTP headers to be sent with the request.",
+               "title": "Headers"
+            },
+            "timeout": {
+               "anyOf": [
+                  {
+                     "type": "integer"
+                  },
+                  {
+                     "type": "null"
+                  }
+               ],
+               "default": null,
+               "description": "Timeout for the request in milliseconds.",
+               "title": "Timeout"
+            },
+            "deprecatedResponsePayload": {
+               "anyOf": [
+                  {
+                     "additionalProperties": {
+                        "maxItems": 1,
+                        "minItems": 1,
+                        "prefixItems": [
+                           {
+                              "title": "Iterable"
+                           }
+                        ],
+                        "type": "array"
+                     },
+                     "type": "object"
+                  },
+                  {
+                     "type": "null"
+                  }
+               ],
+               "default": null,
+               "description": "This field is deprecated. If set, the response payload will be returned int the supplied dict.",
+               "title": "Deprecatedresponsepayload"
+            }
+         },
+         "title": "HttpOptions",
+         "type": "object"
       }
    },
    "additionalProperties": false
@@ -14572,13 +15370,13 @@ 
    Submodules
 
    Fields:
    
 
    
 
    
 
    
 
    
 
    
-field http_options: Optional[dict[str, Any]] = None (alias 'httpOptions')
    
+field http_options: Optional[HttpOptions] = None (alias 'httpOptions')
 
    Used to override HTTP request options.
    
 
    
 
@@ -14591,7 +15389,7 @@ 
    Submodules
 
    
-http_options: Optional[dict[str, Any]]
    
+http_options: Optional[HttpOptionsDict]
 
    Used to override HTTP request options.

    @@ -14640,7 +15438,7 @@

    Submodules }, "$defs": { "DynamicRetrievalConfigMode": { - "description": "Config class for the dynamic retrieval config mode.", + "description": "Config for the dynamic retrieval config mode.", "enum": [ "MODE_UNSPECIFIED", "MODE_DYNAMIC" @@ -14698,7 +15496,7 @@

    Submodules class genai.types.DynamicRetrievalConfigMode(value, names=None, *, module=None, qualname=None, type=None, start=1, boundary=None)

    Bases: CaseInSensitiveEnum

    -

    Config class for the dynamic retrieval config mode.

    +

    Config for the dynamic retrieval config mode.

    MODE_DYNAMIC = 'MODE_DYNAMIC'
    @@ -14729,15 +15527,14 @@

    Submodules "httpOptions": { "anyOf": [ { - "type": "object" + "$ref": "#/$defs/HttpOptions" }, { "type": "null" } ], "default": null, - "description": "Used to override HTTP request options.", - "title": "Httpoptions" + "description": "Used to override HTTP request options." }, "outputGcsUri": { "anyOf": [ @@ -14921,6 +15718,92 @@

    Submodules "title": "EditMode", "type": "string" }, + "HttpOptions": { + "additionalProperties": false, + "description": "HTTP options to be used in each of the requests.", + "properties": { + "baseUrl": { + "anyOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ], + "default": null, + "description": "The base URL for the AI platform service endpoint.", + "title": "Baseurl" + }, + "apiVersion": { + "anyOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ], + "default": null, + "description": "Specifies the version of the API to use.", + "title": "Apiversion" + }, + "headers": { + "anyOf": [ + { + "additionalProperties": { + "type": "string" + }, + "type": "object" + }, + { + "type": "null" + } + ], + "default": null, + "description": "Additional HTTP headers to be sent with the request.", + "title": "Headers" + }, + "timeout": { + "anyOf": [ + { + "type": "integer" + }, + { + "type": "null" + } + ], + "default": null, + "description": "Timeout for the request in milliseconds.", + "title": "Timeout" + }, + "deprecatedResponsePayload": { + "anyOf": [ + { + "additionalProperties": { + "maxItems": 1, + "minItems": 1, + "prefixItems": [ + { + "title": "Iterable" + } + ], + "type": "array" + }, + "type": "object" + }, + { + "type": "null" + } + ], + "default": null, + "description": "This field is deprecated. If set, the response payload will be returned int the supplied dict.", + "title": "Deprecatedresponsepayload" + } + }, + "title": "HttpOptions", + "type": "object" + }, "ImagePromptLanguage": { "description": "Enum that specifies the language of the text in the prompt.", "enum": [ @@ -14964,7 +15847,7 @@

    Submodules

    @@ -15091,7 +15974,7 @@

    Submodules
    -http_options: Optional[dict[str, Any]]
    +http_options: Optional[HttpOptionsDict]

    Used to override HTTP request options.

    @@ -15201,7 +16084,7 @@

    Submodules "$defs": { "GeneratedImage": { "additionalProperties": false, - "description": "Class that represents an output image.", + "description": "An output image.", "properties": { "image": { "anyOf": [ @@ -15234,7 +16117,7 @@

    Submodules }, "Image": { "additionalProperties": false, - "description": "Class that represents an image.", + "description": "An image.", "properties": { "gcsUri": { "anyOf": [ @@ -15262,6 +16145,19 @@

    Submodules "default": null, "description": "The image bytes data. ``Image`` can contain a value for this field\n or the ``gcs_uri`` field but not both.\n ", "title": "Imagebytes" + }, + "mimeType": { + "anyOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ], + "default": null, + "description": "The MIME type of the image.", + "title": "Mimetype" } }, "title": "Image", @@ -15351,7 +16247,7 @@

    Submodules pydantic model genai.types.EmbedContentConfig

    Bases: BaseModel

    -

    Class for configuring optional parameters for the embed_content method.

    +

    Optional parameters for the embed_content method.

    Create a new model by parsing and validating input data from keyword arguments.

    Raises [ValidationError][pydantic_core.ValidationError] if the input data cannot be validated to form a valid model.

    @@ -15359,21 +16255,20 @@

    Submodules Show JSON schema
    {
    "title": "EmbedContentConfig",
-   "description": "Class for configuring optional parameters for the embed_content method.",
+   "description": "Optional parameters for the embed_content method.",
    "type": "object",
    "properties": {
       "httpOptions": {
          "anyOf": [
             {
-               "type": "object"
+               "$ref": "#/$defs/HttpOptions"
             },
             {
                "type": "null"
             }
          ],
          "default": null,
-         "description": "Used to override HTTP request options.",
-         "title": "Httpoptions"
+         "description": "Used to override HTTP request options."
       },
       "taskType": {
          "anyOf": [
@@ -15441,6 +16336,94 @@ 
    Submodules         "title": "Autotruncate"
       }
    },
+   "$defs": {
+      "HttpOptions": {
+         "additionalProperties": false,
+         "description": "HTTP options to be used in each of the requests.",
+         "properties": {
+            "baseUrl": {
+               "anyOf": [
+                  {
+                     "type": "string"
+                  },
+                  {
+                     "type": "null"
+                  }
+               ],
+               "default": null,
+               "description": "The base URL for the AI platform service endpoint.",
+               "title": "Baseurl"
+            },
+            "apiVersion": {
+               "anyOf": [
+                  {
+                     "type": "string"
+                  },
+                  {
+                     "type": "null"
+                  }
+               ],
+               "default": null,
+               "description": "Specifies the version of the API to use.",
+               "title": "Apiversion"
+            },
+            "headers": {
+               "anyOf": [
+                  {
+                     "additionalProperties": {
+                        "type": "string"
+                     },
+                     "type": "object"
+                  },
+                  {
+                     "type": "null"
+                  }
+               ],
+               "default": null,
+               "description": "Additional HTTP headers to be sent with the request.",
+               "title": "Headers"
+            },
+            "timeout": {
+               "anyOf": [
+                  {
+                     "type": "integer"
+                  },
+                  {
+                     "type": "null"
+                  }
+               ],
+               "default": null,
+               "description": "Timeout for the request in milliseconds.",
+               "title": "Timeout"
+            },
+            "deprecatedResponsePayload": {
+               "anyOf": [
+                  {
+                     "additionalProperties": {
+                        "maxItems": 1,
+                        "minItems": 1,
+                        "prefixItems": [
+                           {
+                              "title": "Iterable"
+                           }
+                        ],
+                        "type": "array"
+                     },
+                     "type": "object"
+                  },
+                  {
+                     "type": "null"
+                  }
+               ],
+               "default": null,
+               "description": "This field is deprecated. If set, the response payload will be returned int the supplied dict.",
+               "title": "Deprecatedresponsepayload"
+            }
+         },
+         "title": "HttpOptions",
+         "type": "object"
+      }
+   },
    "additionalProperties": false
 }
    @@ -15449,7 +16432,7 @@

    SubmodulesFields:
    @@ -21807,7 +22894,7 @@

    Submodules
    -field parsed: Union[BaseModel, dict] = None
    +field parsed: Union[BaseModel, dict, Enum] = None

    Parsed response if response_schema is provided. Not available for streaming.

    @@ -22262,32 +23349,31 @@

    Submodules -
    -pydantic model genai.types.GenerateImageConfig
    +
    +pydantic model genai.types.GenerateImagesConfig

    Bases: BaseModel

    -

    Class that represents the config for generating an image.

    +

    The config for generating an images.

    Create a new model by parsing and validating input data from keyword arguments.

    Raises [ValidationError][pydantic_core.ValidationError] if the input data cannot be validated to form a valid model.

    self is explicitly positional-only to allow self as a field name.

    Show JSON schema
    {
-   "title": "GenerateImageConfig",
-   "description": "Class that represents the config for generating an image.",
+   "title": "GenerateImagesConfig",
+   "description": "The config for generating an images.",
    "type": "object",
    "properties": {
       "httpOptions": {
          "anyOf": [
             {
-               "type": "object"
+               "$ref": "#/$defs/HttpOptions"
             },
             {
                "type": "null"
             }
          ],
          "default": null,
-         "description": "Used to override HTTP request options.",
-         "title": "Httpoptions"
+         "description": "Used to override HTTP request options."
       },
       "outputGcsUri": {
          "anyOf": [
@@ -22452,7 +23538,7 @@ 
    Submodules            }
          ],
          "default": null,
-         "description": "Whether to add a watermark to the generated image.\n      ",
+         "description": "Whether to add a watermark to the generated images.\n      ",
          "title": "Addwatermark"
       },
       "aspectRatio": {
@@ -22465,11 +23551,110 @@ 
    Submodules            }
          ],
          "default": null,
-         "description": "Aspect ratio of the generated image.\n      ",
+         "description": "Aspect ratio of the generated images.\n      ",
          "title": "Aspectratio"
+      },
+      "enhancePrompt": {
+         "anyOf": [
+            {
+               "type": "boolean"
+            },
+            {
+               "type": "null"
+            }
+         ],
+         "default": null,
+         "description": "Whether to use the prompt rewriting logic.\n      ",
+         "title": "Enhanceprompt"
       }
    },
    "$defs": {
+      "HttpOptions": {
+         "additionalProperties": false,
+         "description": "HTTP options to be used in each of the requests.",
+         "properties": {
+            "baseUrl": {
+               "anyOf": [
+                  {
+                     "type": "string"
+                  },
+                  {
+                     "type": "null"
+                  }
+               ],
+               "default": null,
+               "description": "The base URL for the AI platform service endpoint.",
+               "title": "Baseurl"
+            },
+            "apiVersion": {
+               "anyOf": [
+                  {
+                     "type": "string"
+                  },
+                  {
+                     "type": "null"
+                  }
+               ],
+               "default": null,
+               "description": "Specifies the version of the API to use.",
+               "title": "Apiversion"
+            },
+            "headers": {
+               "anyOf": [
+                  {
+                     "additionalProperties": {
+                        "type": "string"
+                     },
+                     "type": "object"
+                  },
+                  {
+                     "type": "null"
+                  }
+               ],
+               "default": null,
+               "description": "Additional HTTP headers to be sent with the request.",
+               "title": "Headers"
+            },
+            "timeout": {
+               "anyOf": [
+                  {
+                     "type": "integer"
+                  },
+                  {
+                     "type": "null"
+                  }
+               ],
+               "default": null,
+               "description": "Timeout for the request in milliseconds.",
+               "title": "Timeout"
+            },
+            "deprecatedResponsePayload": {
+               "anyOf": [
+                  {
+                     "additionalProperties": {
+                        "maxItems": 1,
+                        "minItems": 1,
+                        "prefixItems": [
+                           {
+                              "title": "Iterable"
+                           }
+                        ],
+                        "type": "array"
+                     },
+                     "type": "object"
+                  },
+                  {
+                     "type": "null"
+                  }
+               ],
+               "default": null,
+               "description": "This field is deprecated. If set, the response payload will be returned int the supplied dict.",
+               "title": "Deprecatedresponsepayload"
+            }
+         },
+         "title": "HttpOptions",
+         "type": "object"
+      },
       "ImagePromptLanguage": {
          "description": "Enum that specifies the language of the text in the prompt.",
          "enum": [
@@ -22511,115 +23696,122 @@ 
    Submodules
 
    Fields:
    
 
    
 
    
 
 
    
-
    
-field add_watermark: Optional[bool] = None (alias 'addWatermark')
    
-
    Whether to add a watermark to the generated image.
    
+
    
+field add_watermark: Optional[bool] = None (alias 'addWatermark')
    
+
    Whether to add a watermark to the generated images.
    
 
    
 
 
    
-
    
-field aspect_ratio: Optional[str] = None (alias 'aspectRatio')
    
-
    Aspect ratio of the generated image.
    
+
    
+field aspect_ratio: Optional[str] = None (alias 'aspectRatio')
    
+
    Aspect ratio of the generated images.
    
 
    
 
 
    
-
    
-field guidance_scale: Optional[float] = None (alias 'guidanceScale')
    
+
    
+field enhance_prompt: Optional[bool] = None (alias 'enhancePrompt')
    
+
    Whether to use the prompt rewriting logic.
    
+
    
+
+
    
+
    
+field guidance_scale: Optional[float] = None (alias 'guidanceScale')
    
 
    Controls how much the model adheres to the text prompt. Large
 values increase output and prompt alignment, but may compromise image
 quality.
    
 
    
 
 
    
-
    
-field http_options: Optional[dict[str, Any]] = None (alias 'httpOptions')
    
+
    
+field http_options: Optional[HttpOptions] = None (alias 'httpOptions')
    
 
    Used to override HTTP request options.
    
 
    
 
 
    
-
    
-field include_rai_reason: Optional[bool] = None (alias 'includeRaiReason')
    
+
    
+field include_rai_reason: Optional[bool] = None (alias 'includeRaiReason')
    
 
    Whether to include the Responsible AI filter reason if the image
 is filtered out of the response.
    
 
    
 
 
    
-
    
-field include_safety_attributes: Optional[bool] = None (alias 'includeSafetyAttributes')
    
+
    
+field include_safety_attributes: Optional[bool] = None (alias 'includeSafetyAttributes')
    
 
    Whether to report the safety scores of each image in the response.
    
 
    
 
 
    
-
    
-field language: Optional[ImagePromptLanguage] = None
    
+
    
+field language: Optional[ImagePromptLanguage] = None
    
 
    Language of the text in the prompt.
    
 
    
 
 
    
-
    
-field negative_prompt: Optional[str] = None (alias 'negativePrompt')
    
+
    
+field negative_prompt: Optional[str] = None (alias 'negativePrompt')
    
 
    Description of what to discourage in the generated images.
    
 
    
 
 
    
-
    
-field number_of_images: Optional[int] = None (alias 'numberOfImages')
    
+
    
+field number_of_images: Optional[int] = None (alias 'numberOfImages')
    
 
    Number of images to generate.
    
 
    
 
 
    
-
    
-field output_compression_quality: Optional[int] = None (alias 'outputCompressionQuality')
    
+
    
+field output_compression_quality: Optional[int] = None (alias 'outputCompressionQuality')
    
 
    Compression quality of the generated image (for image/jpeg
 only).
    
 
    
 
 
    
-
    
-field output_gcs_uri: Optional[str] = None (alias 'outputGcsUri')
    
+
    
+field output_gcs_uri: Optional[str] = None (alias 'outputGcsUri')
    
 
    Cloud Storage URI used to store the generated images.
    
 
    
 
 
    
-
    
-field output_mime_type: Optional[str] = None (alias 'outputMimeType')
    
+
    
+field output_mime_type: Optional[str] = None (alias 'outputMimeType')
    
 
    MIME type of the generated image.
    
 
    
 
 
    
-
    
-field person_generation: Optional[PersonGeneration] = None (alias 'personGeneration')
    
+
    
+field person_generation: Optional[PersonGeneration] = None (alias 'personGeneration')
    
 
    Allows generation of people by the model.
    
 
    
 
 
    
-
    
-field safety_filter_level: Optional[SafetyFilterLevel] = None (alias 'safetyFilterLevel')
    
+
    
+field safety_filter_level: Optional[SafetyFilterLevel] = None (alias 'safetyFilterLevel')
    
 
    Filter level for safety filtering.
    
 
    
 
 
    
-
    
-field seed: Optional[int] = None
    
+
    
+field seed: Optional[int] = None
    
 
    Random seed for image generation. This is not available when
 add_watermark is set to true.
    
 
    
@@ -22627,101 +23819,107 @@ 
    Submodules
-
    
-class genai.types.GenerateImageConfigDict
    
+
    
+class genai.types.GenerateImagesConfigDict
    
 
    Bases: TypedDict
    
-
    Class that represents the config for generating an image.
    
+
    The config for generating an images.
    
+
    
+
    
+add_watermark: Optional[bool]
    
+
    Whether to add a watermark to the generated images.
    
+
    
+
 
    
-
    
-add_watermark: Optional[bool]
    
-
    Whether to add a watermark to the generated image.
    
+
    
+aspect_ratio: Optional[str]
    
+
    Aspect ratio of the generated images.
    
 
    
 
 
    
-
    
-aspect_ratio: Optional[str]
    
-
    Aspect ratio of the generated image.
    
+
    
+enhance_prompt: Optional[bool]
    
+
    Whether to use the prompt rewriting logic.
    
 
    
 
 
    
-
    
-guidance_scale: Optional[float]
    
+
    
+guidance_scale: Optional[float]
    
 
    Controls how much the model adheres to the text prompt. Large
 values increase output and prompt alignment, but may compromise image
 quality.
    
 
    
 
 
    
-
    
-http_options: Optional[dict[str, Any]]
    
+
    
+http_options: Optional[HttpOptionsDict]
    
 
    Used to override HTTP request options.
    
 
    
 
 
    
-
    
-include_rai_reason: Optional[bool]
    
+
    
+include_rai_reason: Optional[bool]
    
 
    Whether to include the Responsible AI filter reason if the image
 is filtered out of the response.
    
 
    
 
 
    
-
    
-include_safety_attributes: Optional[bool]
    
+
    
+include_safety_attributes: Optional[bool]
    
 
    Whether to report the safety scores of each image in the response.
    
 
    
 
 
    
-
    
-language: Optional[ImagePromptLanguage]
    
+
    
+language: Optional[ImagePromptLanguage]
    
 
    Language of the text in the prompt.
    
 
    
 
 
    
-
    
-negative_prompt: Optional[str]
    
+
    
+negative_prompt: Optional[str]
    
 
    Description of what to discourage in the generated images.
    
 
    
 
 
    
-
    
-number_of_images: Optional[int]
    
+
    
+number_of_images: Optional[int]
    
 
    Number of images to generate.
    
 
    
 
 
    
-
    
-output_compression_quality: Optional[int]
    
+
    
+output_compression_quality: Optional[int]
    
 
    Compression quality of the generated image (for image/jpeg
 only).
    
 
    
 
 
    
-
    
-output_gcs_uri: Optional[str]
    
+
    
+output_gcs_uri: Optional[str]
    
 
    Cloud Storage URI used to store the generated images.
    
 
    
 
 
    
-
    
-output_mime_type: Optional[str]
    
+
    
+output_mime_type: Optional[str]
    
 
    MIME type of the generated image.
    
 
    
 
 
    
-
    
-person_generation: Optional[PersonGeneration]
    
+
    
+person_generation: Optional[PersonGeneration]
    
 
    Allows generation of people by the model.
    
 
    
 
 
    
-
    
-safety_filter_level: Optional[SafetyFilterLevel]
    
+
    
+safety_filter_level: Optional[SafetyFilterLevel]
    
 
    Filter level for safety filtering.
    
 
    
 
 
    
-
    
-seed: Optional[int]
    
+
    
+seed: Optional[int]
    
 
    Random seed for image generation. This is not available when
 add_watermark is set to true.
    
 
    
@@ -22729,18 +23927,18 @@ 
    Submodules
-
    
-pydantic model genai.types.GenerateImageResponse
    
+
    
+pydantic model genai.types.GenerateImagesResponse
    
 
    Bases: BaseModel
    
-
    Class that represents the output image response.
    
+
    The output images response.
    
 
    Create a new model by parsing and validating input data from keyword arguments.
    
 
    Raises [ValidationError][pydantic_core.ValidationError] if the input data cannot be
 validated to form a valid model.
    
 
    self is explicitly positional-only to allow self as a field name.
    
 
    
 Show JSON schema
    {
-   "title": "GenerateImageResponse",
-   "description": "Class that represents the output image response.",
+   "title": "GenerateImagesResponse",
+   "description": "The output images response.",
    "type": "object",
    "properties": {
       "generatedImages": {
@@ -22763,7 +23961,7 @@ 
    Submodules   "$defs": {
       "GeneratedImage": {
          "additionalProperties": false,
-         "description": "Class that represents an output image.",
+         "description": "An output image.",
          "properties": {
             "image": {
                "anyOf": [
@@ -22796,7 +23994,130 @@ 
    Submodules      },
       "Image": {
          "additionalProperties": false,
-         "description": "Class that represents an image.",
+         "description": "An image.",
+         "properties": {
+            "gcsUri": {
+               "anyOf": [
+                  {
+                     "type": "string"
+                  },
+                  {
+                     "type": "null"
+                  }
+               ],
+               "default": null,
+               "description": "The Cloud Storage URI of the image. ``Image`` can contain a value\n      for this field or the ``image_bytes`` field but not both.\n      ",
+               "title": "Gcsuri"
+            },
+            "imageBytes": {
+               "anyOf": [
+                  {
+                     "format": "base64url",
+                     "type": "string"
+                  },
+                  {
+                     "type": "null"
+                  }
+               ],
+               "default": null,
+               "description": "The image bytes data. ``Image`` can contain a value for this field\n      or the ``gcs_uri`` field but not both.\n      ",
+               "title": "Imagebytes"
+            },
+            "mimeType": {
+               "anyOf": [
+                  {
+                     "type": "string"
+                  },
+                  {
+                     "type": "null"
+                  }
+               ],
+               "default": null,
+               "description": "The MIME type of the image.",
+               "title": "Mimetype"
+            }
+         },
+         "title": "Image",
+         "type": "object"
+      }
+   },
+   "additionalProperties": false
+}
+
    
+
    
+
    
+
    Fields:
    
+
    
+
    
+
    
+
    
+
    
+field generated_images: Optional[list[GeneratedImage]] = None (alias 'generatedImages')
    
+
    List of generated images.
    
+
    
+
+
    
+
+
    
+
    
+class genai.types.GenerateImagesResponseDict
    
+
    Bases: TypedDict
    
+
    The output images response.
    
+
    
+
    
+generated_images: Optional[list[GeneratedImageDict]]
    
+
    List of generated images.
    
+
    
+
+
    
+
+
    
+
    
+pydantic model genai.types.GeneratedImage
    
+
    Bases: BaseModel
    
+
    An output image.
    
+
    Create a new model by parsing and validating input data from keyword arguments.
    
+
    Raises [ValidationError][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.
    
+
    self is explicitly positional-only to allow self as a field name.
    
+
    
+Show JSON schema
    {
+   "title": "GeneratedImage",
+   "description": "An output image.",
+   "type": "object",
+   "properties": {
+      "image": {
+         "anyOf": [
+            {
+               "$ref": "#/$defs/Image"
+            },
+            {
+               "type": "null"
+            }
+         ],
+         "default": null,
+         "description": "The output image data.\n      "
+      },
+      "raiFilteredReason": {
+         "anyOf": [
+            {
+               "type": "string"
+            },
+            {
+               "type": "null"
+            }
+         ],
+         "default": null,
+         "description": "Responsible AI filter reason if the image is filtered out of the\n      response.\n      ",
+         "title": "Raifilteredreason"
+      }
+   },
+   "$defs": {
+      "Image": {
+         "additionalProperties": false,
+         "description": "An image.",
          "properties": {
             "gcsUri": {
                "anyOf": [
@@ -22824,107 +24145,10 @@ 
    Submodules               "default": null,
                "description": "The image bytes data. ``Image`` can contain a value for this field\n      or the ``gcs_uri`` field but not both.\n      ",
                "title": "Imagebytes"
-            }
-         },
-         "title": "Image",
-         "type": "object"
-      }
-   },
-   "additionalProperties": false
-}
-
    
-
    
-
    
-
    Fields:
    
-
    
-
    
-
    
-
    
-
    
-field generated_images: Optional[list[GeneratedImage]] = None (alias 'generatedImages')
    
-
    List of generated images.
    
-
    
-
-
    
-
-
    
-
    
-class genai.types.GenerateImageResponseDict
    
-
    Bases: TypedDict
    
-
    Class that represents the output image response.
    
-
    
-
    
-generated_images: Optional[list[GeneratedImageDict]]
    
-
    List of generated images.
    
-
    
-
-
    
-
-
    
-
    
-pydantic model genai.types.GeneratedImage
    
-
    Bases: BaseModel
    
-
    Class that represents an output image.
    
-
    Create a new model by parsing and validating input data from keyword arguments.
    
-
    Raises [ValidationError][pydantic_core.ValidationError] if the input data cannot be
-validated to form a valid model.
    
-
    self is explicitly positional-only to allow self as a field name.
    
-
    
-Show JSON schema
    {
-   "title": "GeneratedImage",
-   "description": "Class that represents an output image.",
-   "type": "object",
-   "properties": {
-      "image": {
-         "anyOf": [
-            {
-               "$ref": "#/$defs/Image"
-            },
-            {
-               "type": "null"
-            }
-         ],
-         "default": null,
-         "description": "The output image data.\n      "
-      },
-      "raiFilteredReason": {
-         "anyOf": [
-            {
-               "type": "string"
             },
-            {
-               "type": "null"
-            }
-         ],
-         "default": null,
-         "description": "Responsible AI filter reason if the image is filtered out of the\n      response.\n      ",
-         "title": "Raifilteredreason"
-      }
-   },
-   "$defs": {
-      "Image": {
-         "additionalProperties": false,
-         "description": "Class that represents an image.",
-         "properties": {
-            "gcsUri": {
-               "anyOf": [
-                  {
-                     "type": "string"
-                  },
-                  {
-                     "type": "null"
-                  }
-               ],
-               "default": null,
-               "description": "The Cloud Storage URI of the image. ``Image`` can contain a value\n      for this field or the ``image_bytes`` field but not both.\n      ",
-               "title": "Gcsuri"
-            },
-            "imageBytes": {
+            "mimeType": {
                "anyOf": [
                   {
-                     "format": "base64url",
                      "type": "string"
                   },
                   {
@@ -22932,8 +24156,8 @@ 
    Submodules                  }
                ],
                "default": null,
-               "description": "The image bytes data. ``Image`` can contain a value for this field\n      or the ``gcs_uri`` field but not both.\n      ",
-               "title": "Imagebytes"
+               "description": "The MIME type of the image.",
+               "title": "Mimetype"
             }
          },
          "title": "Image",
@@ -22971,7 +24195,7 @@ 
    Submodules
 class genai.types.GeneratedImageDict
 
    Bases: TypedDict
    
-
    Class that represents an output image.
    
+
    An output image.
    
 
    
 
    
 image: Optional[ImageDict]
    
@@ -24090,15 +25314,102 @@ 
    Submodules      "httpOptions": {
          "anyOf": [
             {
-               "type": "object"
+               "$ref": "#/$defs/HttpOptions"
             },
             {
                "type": "null"
             }
          ],
          "default": null,
-         "description": "Used to override HTTP request options.",
-         "title": "Httpoptions"
+         "description": "Used to override HTTP request options."
+      }
+   },
+   "$defs": {
+      "HttpOptions": {
+         "additionalProperties": false,
+         "description": "HTTP options to be used in each of the requests.",
+         "properties": {
+            "baseUrl": {
+               "anyOf": [
+                  {
+                     "type": "string"
+                  },
+                  {
+                     "type": "null"
+                  }
+               ],
+               "default": null,
+               "description": "The base URL for the AI platform service endpoint.",
+               "title": "Baseurl"
+            },
+            "apiVersion": {
+               "anyOf": [
+                  {
+                     "type": "string"
+                  },
+                  {
+                     "type": "null"
+                  }
+               ],
+               "default": null,
+               "description": "Specifies the version of the API to use.",
+               "title": "Apiversion"
+            },
+            "headers": {
+               "anyOf": [
+                  {
+                     "additionalProperties": {
+                        "type": "string"
+                     },
+                     "type": "object"
+                  },
+                  {
+                     "type": "null"
+                  }
+               ],
+               "default": null,
+               "description": "Additional HTTP headers to be sent with the request.",
+               "title": "Headers"
+            },
+            "timeout": {
+               "anyOf": [
+                  {
+                     "type": "integer"
+                  },
+                  {
+                     "type": "null"
+                  }
+               ],
+               "default": null,
+               "description": "Timeout for the request in milliseconds.",
+               "title": "Timeout"
+            },
+            "deprecatedResponsePayload": {
+               "anyOf": [
+                  {
+                     "additionalProperties": {
+                        "maxItems": 1,
+                        "minItems": 1,
+                        "prefixItems": [
+                           {
+                              "title": "Iterable"
+                           }
+                        ],
+                        "type": "array"
+                     },
+                     "type": "object"
+                  },
+                  {
+                     "type": "null"
+                  }
+               ],
+               "default": null,
+               "description": "This field is deprecated. If set, the response payload will be returned int the supplied dict.",
+               "title": "Deprecatedresponsepayload"
+            }
+         },
+         "title": "HttpOptions",
+         "type": "object"
       }
    },
    "additionalProperties": false
@@ -24108,13 +25419,13 @@ 
    Submodules
 
    Fields:
    
 
    
 
    
 
    
 
    
 
    
-field http_options: Optional[dict[str, Any]] = None (alias 'httpOptions')
    
+field http_options: Optional[HttpOptions] = None (alias 'httpOptions')
 
    Used to override HTTP request options.
    
 
    
 
@@ -24127,7 +25438,7 @@ 
    Submodules
 
    
-http_options: Optional[dict[str, Any]]
    
+http_options: Optional[HttpOptionsDict]
 
    Used to override HTTP request options.
    
 
    
 
@@ -24151,15 +25462,102 @@ 
    Submodules      "httpOptions": {
          "anyOf": [
             {
-               "type": "object"
+               "$ref": "#/$defs/HttpOptions"
             },
             {
                "type": "null"
             }
          ],
          "default": null,
-         "description": "Used to override HTTP request options.",
-         "title": "Httpoptions"
+         "description": "Used to override HTTP request options."
+      }
+   },
+   "$defs": {
+      "HttpOptions": {
+         "additionalProperties": false,
+         "description": "HTTP options to be used in each of the requests.",
+         "properties": {
+            "baseUrl": {
+               "anyOf": [
+                  {
+                     "type": "string"
+                  },
+                  {
+                     "type": "null"
+                  }
+               ],
+               "default": null,
+               "description": "The base URL for the AI platform service endpoint.",
+               "title": "Baseurl"
+            },
+            "apiVersion": {
+               "anyOf": [
+                  {
+                     "type": "string"
+                  },
+                  {
+                     "type": "null"
+                  }
+               ],
+               "default": null,
+               "description": "Specifies the version of the API to use.",
+               "title": "Apiversion"
+            },
+            "headers": {
+               "anyOf": [
+                  {
+                     "additionalProperties": {
+                        "type": "string"
+                     },
+                     "type": "object"
+                  },
+                  {
+                     "type": "null"
+                  }
+               ],
+               "default": null,
+               "description": "Additional HTTP headers to be sent with the request.",
+               "title": "Headers"
+            },
+            "timeout": {
+               "anyOf": [
+                  {
+                     "type": "integer"
+                  },
+                  {
+                     "type": "null"
+                  }
+               ],
+               "default": null,
+               "description": "Timeout for the request in milliseconds.",
+               "title": "Timeout"
+            },
+            "deprecatedResponsePayload": {
+               "anyOf": [
+                  {
+                     "additionalProperties": {
+                        "maxItems": 1,
+                        "minItems": 1,
+                        "prefixItems": [
+                           {
+                              "title": "Iterable"
+                           }
+                        ],
+                        "type": "array"
+                     },
+                     "type": "object"
+                  },
+                  {
+                     "type": "null"
+                  }
+               ],
+               "default": null,
+               "description": "This field is deprecated. If set, the response payload will be returned int the supplied dict.",
+               "title": "Deprecatedresponsepayload"
+            }
+         },
+         "title": "HttpOptions",
+         "type": "object"
       }
    },
    "additionalProperties": false
@@ -24169,13 +25567,13 @@ 
    Submodules
 
    Fields:
    
 
    
 
    
 
 
    
 
    
-field http_options: Optional[dict[str, Any]] = None (alias 'httpOptions')
    
+field http_options: Optional[HttpOptions] = None (alias 'httpOptions')
 
    Used to override HTTP request options.
    
 
    
 
@@ -24188,7 +25586,7 @@ 
    Submodules
 
    
-http_options: Optional[dict[str, Any]]
    
+http_options: Optional[HttpOptionsDict]
 
    Used to override HTTP request options.
    
 
    
 
@@ -24212,15 +25610,102 @@ 
    Submodules      "httpOptions": {
          "anyOf": [
             {
-               "type": "object"
+               "$ref": "#/$defs/HttpOptions"
             },
             {
                "type": "null"
             }
          ],
          "default": null,
-         "description": "Used to override HTTP request options.",
-         "title": "Httpoptions"
+         "description": "Used to override HTTP request options."
+      }
+   },
+   "$defs": {
+      "HttpOptions": {
+         "additionalProperties": false,
+         "description": "HTTP options to be used in each of the requests.",
+         "properties": {
+            "baseUrl": {
+               "anyOf": [
+                  {
+                     "type": "string"
+                  },
+                  {
+                     "type": "null"
+                  }
+               ],
+               "default": null,
+               "description": "The base URL for the AI platform service endpoint.",
+               "title": "Baseurl"
+            },
+            "apiVersion": {
+               "anyOf": [
+                  {
+                     "type": "string"
+                  },
+                  {
+                     "type": "null"
+                  }
+               ],
+               "default": null,
+               "description": "Specifies the version of the API to use.",
+               "title": "Apiversion"
+            },
+            "headers": {
+               "anyOf": [
+                  {
+                     "additionalProperties": {
+                        "type": "string"
+                     },
+                     "type": "object"
+                  },
+                  {
+                     "type": "null"
+                  }
+               ],
+               "default": null,
+               "description": "Additional HTTP headers to be sent with the request.",
+               "title": "Headers"
+            },
+            "timeout": {
+               "anyOf": [
+                  {
+                     "type": "integer"
+                  },
+                  {
+                     "type": "null"
+                  }
+               ],
+               "default": null,
+               "description": "Timeout for the request in milliseconds.",
+               "title": "Timeout"
+            },
+            "deprecatedResponsePayload": {
+               "anyOf": [
+                  {
+                     "additionalProperties": {
+                        "maxItems": 1,
+                        "minItems": 1,
+                        "prefixItems": [
+                           {
+                              "title": "Iterable"
+                           }
+                        ],
+                        "type": "array"
+                     },
+                     "type": "object"
+                  },
+                  {
+                     "type": "null"
+                  }
+               ],
+               "default": null,
+               "description": "This field is deprecated. If set, the response payload will be returned int the supplied dict.",
+               "title": "Deprecatedresponsepayload"
+            }
+         },
+         "title": "HttpOptions",
+         "type": "object"
       }
    },
    "additionalProperties": false
@@ -24230,13 +25715,13 @@ 
    Submodules
 
    Fields:
    
 
    
 
    
 
 
    
 
    
-field http_options: Optional[dict[str, Any]] = None (alias 'httpOptions')
    
+field http_options: Optional[HttpOptions] = None (alias 'httpOptions')
 
    Used to override HTTP request options.
    
 
    
 
@@ -24249,7 +25734,155 @@ 
    Submodules
 
    
-http_options: Optional[dict[str, Any]]
    
+http_options: Optional[HttpOptionsDict]
+
    Used to override HTTP request options.
    
+
    
+
+
    
+
+
    
+
    
+pydantic model genai.types.GetModelConfig
    
+
    Bases: BaseModel
    
+
    Optional parameters for models.get method.
    
+
    Create a new model by parsing and validating input data from keyword arguments.
    
+
    Raises [ValidationError][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.
    
+
    self is explicitly positional-only to allow self as a field name.
    
+
    
+Show JSON schema
    {
+   "title": "GetModelConfig",
+   "description": "Optional parameters for models.get method.",
+   "type": "object",
+   "properties": {
+      "httpOptions": {
+         "anyOf": [
+            {
+               "$ref": "#/$defs/HttpOptions"
+            },
+            {
+               "type": "null"
+            }
+         ],
+         "default": null,
+         "description": "Used to override HTTP request options."
+      }
+   },
+   "$defs": {
+      "HttpOptions": {
+         "additionalProperties": false,
+         "description": "HTTP options to be used in each of the requests.",
+         "properties": {
+            "baseUrl": {
+               "anyOf": [
+                  {
+                     "type": "string"
+                  },
+                  {
+                     "type": "null"
+                  }
+               ],
+               "default": null,
+               "description": "The base URL for the AI platform service endpoint.",
+               "title": "Baseurl"
+            },
+            "apiVersion": {
+               "anyOf": [
+                  {
+                     "type": "string"
+                  },
+                  {
+                     "type": "null"
+                  }
+               ],
+               "default": null,
+               "description": "Specifies the version of the API to use.",
+               "title": "Apiversion"
+            },
+            "headers": {
+               "anyOf": [
+                  {
+                     "additionalProperties": {
+                        "type": "string"
+                     },
+                     "type": "object"
+                  },
+                  {
+                     "type": "null"
+                  }
+               ],
+               "default": null,
+               "description": "Additional HTTP headers to be sent with the request.",
+               "title": "Headers"
+            },
+            "timeout": {
+               "anyOf": [
+                  {
+                     "type": "integer"
+                  },
+                  {
+                     "type": "null"
+                  }
+               ],
+               "default": null,
+               "description": "Timeout for the request in milliseconds.",
+               "title": "Timeout"
+            },
+            "deprecatedResponsePayload": {
+               "anyOf": [
+                  {
+                     "additionalProperties": {
+                        "maxItems": 1,
+                        "minItems": 1,
+                        "prefixItems": [
+                           {
+                              "title": "Iterable"
+                           }
+                        ],
+                        "type": "array"
+                     },
+                     "type": "object"
+                  },
+                  {
+                     "type": "null"
+                  }
+               ],
+               "default": null,
+               "description": "This field is deprecated. If set, the response payload will be returned int the supplied dict.",
+               "title": "Deprecatedresponsepayload"
+            }
+         },
+         "title": "HttpOptions",
+         "type": "object"
+      }
+   },
+   "additionalProperties": false
+}
+
    
+
    
+
    
+
    Fields:
    
+
    
+
    
+
    
+
    
+
    
+field http_options: Optional[HttpOptions] = None (alias 'httpOptions')
    
+
    Used to override HTTP request options.
    
+
    
+
+
    
+
+
    
+
    
+class genai.types.GetModelConfigDict
    
+
    Bases: TypedDict
    
+
    Optional parameters for models.get method.
    
+
    
+
    
+http_options: Optional[HttpOptionsDict]
    
 
    Used to override HTTP request options.
    
 
    
 
@@ -24273,15 +25906,102 @@ 
    Submodules      "httpOptions": {
          "anyOf": [
             {
-               "type": "object"
+               "$ref": "#/$defs/HttpOptions"
             },
             {
                "type": "null"
             }
          ],
          "default": null,
-         "description": "Used to override HTTP request options.",
-         "title": "Httpoptions"
+         "description": "Used to override HTTP request options."
+      }
+   },
+   "$defs": {
+      "HttpOptions": {
+         "additionalProperties": false,
+         "description": "HTTP options to be used in each of the requests.",
+         "properties": {
+            "baseUrl": {
+               "anyOf": [
+                  {
+                     "type": "string"
+                  },
+                  {
+                     "type": "null"
+                  }
+               ],
+               "default": null,
+               "description": "The base URL for the AI platform service endpoint.",
+               "title": "Baseurl"
+            },
+            "apiVersion": {
+               "anyOf": [
+                  {
+                     "type": "string"
+                  },
+                  {
+                     "type": "null"
+                  }
+               ],
+               "default": null,
+               "description": "Specifies the version of the API to use.",
+               "title": "Apiversion"
+            },
+            "headers": {
+               "anyOf": [
+                  {
+                     "additionalProperties": {
+                        "type": "string"
+                     },
+                     "type": "object"
+                  },
+                  {
+                     "type": "null"
+                  }
+               ],
+               "default": null,
+               "description": "Additional HTTP headers to be sent with the request.",
+               "title": "Headers"
+            },
+            "timeout": {
+               "anyOf": [
+                  {
+                     "type": "integer"
+                  },
+                  {
+                     "type": "null"
+                  }
+               ],
+               "default": null,
+               "description": "Timeout for the request in milliseconds.",
+               "title": "Timeout"
+            },
+            "deprecatedResponsePayload": {
+               "anyOf": [
+                  {
+                     "additionalProperties": {
+                        "maxItems": 1,
+                        "minItems": 1,
+                        "prefixItems": [
+                           {
+                              "title": "Iterable"
+                           }
+                        ],
+                        "type": "array"
+                     },
+                     "type": "object"
+                  },
+                  {
+                     "type": "null"
+                  }
+               ],
+               "default": null,
+               "description": "This field is deprecated. If set, the response payload will be returned int the supplied dict.",
+               "title": "Deprecatedresponsepayload"
+            }
+         },
+         "title": "HttpOptions",
+         "type": "object"
       }
    },
    "additionalProperties": false
@@ -24291,13 +26011,13 @@ 
    Submodules
 
    Fields:
    
 
    
 
    
 
    
 
    
 
    
-field http_options: Optional[dict[str, Any]] = None (alias 'httpOptions')
    
+field http_options: Optional[HttpOptions] = None (alias 'httpOptions')
 
    Used to override HTTP request options.
    
 
    
 
@@ -24310,7 +26030,7 @@ 
    Submodules
 
    
-http_options: Optional[dict[str, Any]]
    
+http_options: Optional[HttpOptionsDict]
 
    Used to override HTTP request options.
    
 
    
 
@@ -24531,7 +26251,7 @@ 
    Submodules         "type": "object"
       },
       "DynamicRetrievalConfigMode": {
-         "description": "Config class for the dynamic retrieval config mode.",
+         "description": "Config for the dynamic retrieval config mode.",
          "enum": [
             "MODE_UNSPECIFIED",
             "MODE_DYNAMIC"
@@ -25893,11 +27613,189 @@ 
    Submodules
+
    
+pydantic model genai.types.HttpOptions
    
+
    Bases: BaseModel
    
+
    HTTP options to be used in each of the requests.
    
+
    Create a new model by parsing and validating input data from keyword arguments.
    
+
    Raises [ValidationError][pydantic_core.ValidationError] if the input data cannot be
+validated to form a valid model.
    
+
    self is explicitly positional-only to allow self as a field name.
    
+
    
+Show JSON schema
    {
+   "title": "HttpOptions",
+   "description": "HTTP options to be used in each of the requests.",
+   "type": "object",
+   "properties": {
+      "baseUrl": {
+         "anyOf": [
+            {
+               "type": "string"
+            },
+            {
+               "type": "null"
+            }
+         ],
+         "default": null,
+         "description": "The base URL for the AI platform service endpoint.",
+         "title": "Baseurl"
+      },
+      "apiVersion": {
+         "anyOf": [
+            {
+               "type": "string"
+            },
+            {
+               "type": "null"
+            }
+         ],
+         "default": null,
+         "description": "Specifies the version of the API to use.",
+         "title": "Apiversion"
+      },
+      "headers": {
+         "anyOf": [
+            {
+               "additionalProperties": {
+                  "type": "string"
+               },
+               "type": "object"
+            },
+            {
+               "type": "null"
+            }
+         ],
+         "default": null,
+         "description": "Additional HTTP headers to be sent with the request.",
+         "title": "Headers"
+      },
+      "timeout": {
+         "anyOf": [
+            {
+               "type": "integer"
+            },
+            {
+               "type": "null"
+            }
+         ],
+         "default": null,
+         "description": "Timeout for the request in milliseconds.",
+         "title": "Timeout"
+      },
+      "deprecatedResponsePayload": {
+         "anyOf": [
+            {
+               "additionalProperties": {
+                  "maxItems": 1,
+                  "minItems": 1,
+                  "prefixItems": [
+                     {
+                        "title": "Iterable"
+                     }
+                  ],
+                  "type": "array"
+               },
+               "type": "object"
+            },
+            {
+               "type": "null"
+            }
+         ],
+         "default": null,
+         "description": "This field is deprecated. If set, the response payload will be returned int the supplied dict.",
+         "title": "Deprecatedresponsepayload"
+      }
+   },
+   "additionalProperties": false
+}
+
    
+
    
+
    
+
    Fields:
    
+
    
+
    
+
    
+
    
+
    
+field api_version: Optional[str] = None (alias 'apiVersion')
    
+
    Specifies the version of the API to use.
    
+
    
+
+
    
+
    
+field base_url: Optional[str] = None (alias 'baseUrl')
    
+
    The base URL for the AI platform service endpoint.
    
+
    
+
+
    
+
    
+field deprecated_response_payload: Optional[dict[str, any]] = None (alias 'deprecatedResponsePayload')
    
+
    This field is deprecated. If set, the response payload will be returned int the supplied dict.
    
+
    
+
+
    
+
    
+field headers: Optional[dict[str, str]] = None
    
+
    Additional HTTP headers to be sent with the request.
    
+
    
+
+
    
+
    
+field timeout: Optional[int] = None
    
+
    Timeout for the request in milliseconds.
    
+
    
+
+
    
+
+
    
+
    
+class genai.types.HttpOptionsDict
    
+
    Bases: TypedDict
    
+
    HTTP options to be used in each of the requests.
    
+
    
+
    
+api_version: Optional[str]
    
+
    Specifies the version of the API to use.
    
+
    
+
+
    
+
    
+base_url: Optional[str]
    
+
    The base URL for the AI platform service endpoint.
    
+
    
+
+
    
+
    
+deprecated_response_payload: Optional[dict[str, any]]
    
+
    This field is deprecated. If set, the response payload will be returned int the supplied dict.
    
+
    
+
+
    
+
    
+headers: Optional[dict[str, str]]
    
+
    Additional HTTP headers to be sent with the request.
    
+
    
+
+
    
+
    
+timeout: Optional[int]
    
+
    Timeout for the request in milliseconds.
    
+
    
+
+
    
+
 
    
 
    
 pydantic model genai.types.Image
    
 
    Bases: BaseModel
    
-
    Class that represents an image.
    
+
    An image.
    
 
    Create a new model by parsing and validating input data from keyword arguments.
    
 
    Raises [ValidationError][pydantic_core.ValidationError] if the input data cannot be
 validated to form a valid model.
    
@@ -25905,7 +27803,7 @@ 
    Submodules
 Show JSON schema
    {
    "title": "Image",
-   "description": "Class that represents an image.",
+   "description": "An image.",
    "type": "object",
    "properties": {
       "gcsUri": {
@@ -25934,6 +27832,19 @@ 
    Submodules         "default": null,
          "description": "The image bytes data. ``Image`` can contain a value for this field\n      or the ``gcs_uri`` field but not both.\n      ",
          "title": "Imagebytes"
+      },
+      "mimeType": {
+         "anyOf": [
+            {
+               "type": "string"
+            },
+            {
+               "type": "null"
+            }
+         ],
+         "default": null,
+         "description": "The MIME type of the image.",
+         "title": "Mimetype"
       }
    },
    "additionalProperties": false
@@ -25945,6 +27856,7 @@ 
    Submodules
 
    
 
    
@@ -25962,9 +27874,15 @@ 
    Submodulesgcs_uri field but not both.
    +
    +
    +field mime_type: Optional[str] = None (alias 'mimeType')
    +

    The MIME type of the image.

    +
    +
    -static from_file(location)
    +classmethod from_file(*, location)

    Lazy-loads an image from a local file or Google Cloud Storage.

    Return type:
    @@ -26022,7 +27940,7 @@

    Submodules class genai.types.ImageDict

    Bases: TypedDict

    -

    Class that represents an image.

    +

    An image.

    gcs_uri: Optional[str]
    @@ -26037,6 +27955,12 @@

    Submodulesgcs_uri field but not both.

    +
    +
    +mime_type: Optional[str]
    +

    The MIME type of the image.

    +
    +
    @@ -26075,7 +27999,7 @@

    Submodules pydantic model genai.types.JobError

    Bases: BaseModel

    -

    Config class for the job error.

    +

    Job error.

    Create a new model by parsing and validating input data from keyword arguments.

    Raises [ValidationError][pydantic_core.ValidationError] if the input data cannot be validated to form a valid model.

    @@ -26083,7 +28007,7 @@

    Submodules Show JSON schema
    {
    "title": "JobError",
-   "description": "Config class for the job error.",
+   "description": "Job error.",
    "type": "object",
    "properties": {
       "details": {
@@ -26166,7 +28090,7 @@ 
    Submodules
 class genai.types.JobErrorDict
 
    Bases: TypedDict
    
-
    Config class for the job error.
    
+
    Job error.
    
 
    
 
    
 code: Optional[int]
    
@@ -26191,7 +28115,7 @@ 
    Submodules
 class genai.types.JobState(value, names=None, *, module=None, qualname=None, type=None, start=1, boundary=None)
 
    Bases: CaseInSensitiveEnum
    
-
    Config class for the job state.
    
+
    Job state.
    
 
    
 
    
 JOB_STATE_CANCELLED = 'JOB_STATE_CANCELLED'
    
@@ -26272,32 +28196,31 @@ 
    Submodules
-
    
-pydantic model genai.types.ListBatchJobConfig
    
+
    
+pydantic model genai.types.ListBatchJobsConfig
    
 
    Bases: BaseModel
    
-
    Config class for optional parameters.
    
+
    Config for optional parameters.
    
 
    Create a new model by parsing and validating input data from keyword arguments.
    
 
    Raises [ValidationError][pydantic_core.ValidationError] if the input data cannot be
 validated to form a valid model.
    
 
    self is explicitly positional-only to allow self as a field name.
    
 
    
 Show JSON schema
    {
-   "title": "ListBatchJobConfig",
-   "description": "Config class for optional parameters.",
+   "title": "ListBatchJobsConfig",
+   "description": "Config for optional parameters.",
    "type": "object",
    "properties": {
       "httpOptions": {
          "anyOf": [
             {
-               "type": "object"
+               "$ref": "#/$defs/HttpOptions"
             },
             {
                "type": "null"
             }
          ],
          "default": null,
-         "description": "Used to override HTTP request options.",
-         "title": "Httpoptions"
+         "description": "Used to override HTTP request options."
       },
       "pageSize": {
          "anyOf": [
@@ -26339,6 +28262,94 @@ 
    Submodules         "title": "Filter"
       }
    },
+   "$defs": {
+      "HttpOptions": {
+         "additionalProperties": false,
+         "description": "HTTP options to be used in each of the requests.",
+         "properties": {
+            "baseUrl": {
+               "anyOf": [
+                  {
+                     "type": "string"
+                  },
+                  {
+                     "type": "null"
+                  }
+               ],
+               "default": null,
+               "description": "The base URL for the AI platform service endpoint.",
+               "title": "Baseurl"
+            },
+            "apiVersion": {
+               "anyOf": [
+                  {
+                     "type": "string"
+                  },
+                  {
+                     "type": "null"
+                  }
+               ],
+               "default": null,
+               "description": "Specifies the version of the API to use.",
+               "title": "Apiversion"
+            },
+            "headers": {
+               "anyOf": [
+                  {
+                     "additionalProperties": {
+                        "type": "string"
+                     },
+                     "type": "object"
+                  },
+                  {
+                     "type": "null"
+                  }
+               ],
+               "default": null,
+               "description": "Additional HTTP headers to be sent with the request.",
+               "title": "Headers"
+            },
+            "timeout": {
+               "anyOf": [
+                  {
+                     "type": "integer"
+                  },
+                  {
+                     "type": "null"
+                  }
+               ],
+               "default": null,
+               "description": "Timeout for the request in milliseconds.",
+               "title": "Timeout"
+            },
+            "deprecatedResponsePayload": {
+               "anyOf": [
+                  {
+                     "additionalProperties": {
+                        "maxItems": 1,
+                        "minItems": 1,
+                        "prefixItems": [
+                           {
+                              "title": "Iterable"
+                           }
+                        ],
+                        "type": "array"
+                     },
+                     "type": "object"
+                  },
+                  {
+                     "type": "null"
+                  }
+               ],
+               "default": null,
+               "description": "This field is deprecated. If set, the response payload will be returned int the supplied dict.",
+               "title": "Deprecatedresponsepayload"
+            }
+         },
+         "title": "HttpOptions",
+         "type": "object"
+      }
+   },
    "additionalProperties": false
 }
 
    
@@ -26346,77 +28357,77 @@ 
    Submodules
 
    Fields:
    
 
    
 
    
 
    
 
    
-
    
-field filter: Optional[str] = None
    
+
    
+field filter: Optional[str] = None
    
 
    
 
 
    
-
    
-field http_options: Optional[dict[str, Any]] = None (alias 'httpOptions')
    
+
    
+field http_options: Optional[HttpOptions] = None (alias 'httpOptions')
    
 
    Used to override HTTP request options.
    
 
    
 
 
    
-
    
-field page_size: Optional[int] = None (alias 'pageSize')
    
+
    
+field page_size: Optional[int] = None (alias 'pageSize')
    
 
    
 
 
    
-
    
-field page_token: Optional[str] = None (alias 'pageToken')
    
+
    
+field page_token: Optional[str] = None (alias 'pageToken')
    
 
    
 
 
    
 
 
    
-
    
-class genai.types.ListBatchJobConfigDict
    
+
    
+class genai.types.ListBatchJobsConfigDict
    
 
    Bases: TypedDict
    
-
    Config class for optional parameters.
    
+
    Config for optional parameters.
    
 
    
-
    
-filter: Optional[str]
    
+
    
+filter: Optional[str]
    
 
    
 
 
    
-
    
-http_options: Optional[dict[str, Any]]
    
+
    
+http_options: Optional[HttpOptionsDict]
    
 
    Used to override HTTP request options.
    
 
    
 
 
    
-
    
-page_size: Optional[int]
    
+
    
+page_size: Optional[int]
    
 
    
 
 
    
-
    
-page_token: Optional[str]
    
+
    
+page_token: Optional[str]
    
 
    
 
 
    
 
 
    
-
    
-pydantic model genai.types.ListBatchJobResponse
    
+
    
+pydantic model genai.types.ListBatchJobsResponse
    
 
    Bases: BaseModel
    
-
    Config class for batches.list return value.
    
+
    Config for batches.list return value.
    
 
    Create a new model by parsing and validating input data from keyword arguments.
    
 
    Raises [ValidationError][pydantic_core.ValidationError] if the input data cannot be
 validated to form a valid model.
    
 
    self is explicitly positional-only to allow self as a field name.
    
 
    
 Show JSON schema
    {
-   "title": "ListBatchJobResponse",
-   "description": "Config class for batches.list return value.",
+   "title": "ListBatchJobsResponse",
+   "description": "Config for batches.list return value.",
    "type": "object",
    "properties": {
       "nextPageToken": {
@@ -26452,7 +28463,7 @@ 
    Submodules   "$defs": {
       "BatchJob": {
          "additionalProperties": false,
-         "description": "Config class for batches.create return value.",
+         "description": "Config for batches.create return value.",
          "properties": {
             "name": {
                "anyOf": [
@@ -26603,7 +28614,7 @@ 
    Submodules      },
       "BatchJobDestination": {
          "additionalProperties": false,
-         "description": "Config class for `des` parameter.",
+         "description": "Config for `des` parameter.",
          "properties": {
             "format": {
                "anyOf": [
@@ -26650,7 +28661,7 @@ 
    Submodules      },
       "BatchJobSource": {
          "additionalProperties": false,
-         "description": "Config class for `src` parameter.",
+         "description": "Config for `src` parameter.",
          "properties": {
             "format": {
                "anyOf": [
@@ -26700,7 +28711,7 @@ 
    Submodules      },
       "JobError": {
          "additionalProperties": false,
-         "description": "Config class for the job error.",
+         "description": "Job error.",
          "properties": {
             "details": {
                "anyOf": [
@@ -26749,7 +28760,7 @@ 
    Submodules         "type": "object"
       },
       "JobState": {
-         "description": "Config class for the job state.",
+         "description": "Job state.",
          "enum": [
             "JOB_STATE_UNSPECIFIED",
             "JOB_STATE_QUEUED",
@@ -26775,36 +28786,36 @@ 
    Submodules
 
    Fields:
    
 
    
 
    
 
    
 
    
-
    
-field batch_jobs: Optional[list[BatchJob]] = None (alias 'batchJobs')
    
+
    
+field batch_jobs: Optional[list[BatchJob]] = None (alias 'batchJobs')
    
 
    
 
 
    
-
    
-field next_page_token: Optional[str] = None (alias 'nextPageToken')
    
+
    
+field next_page_token: Optional[str] = None (alias 'nextPageToken')

    -
    -class genai.types.ListBatchJobResponseDict
    +
    +class genai.types.ListBatchJobsResponseDict

    Bases: TypedDict

    -

    Config class for batches.list return value.

    +

    Config for batches.list return value.

    -
    -batch_jobs: Optional[list[BatchJobDict]]
    +
    +batch_jobs: Optional[list[BatchJobDict]]
    -
    -next_page_token: Optional[str]
    +
    +next_page_token: Optional[str]
    @@ -26824,6 +28835,18 @@

    Submodules "description": "Config for caches.list method.", "type": "object", "properties": { + "httpOptions": { + "anyOf": [ + { + "$ref": "#/$defs/HttpOptions" + }, + { + "type": "null" + } + ], + "default": null, + "description": "Used to override HTTP request options." + }, "pageSize": { "anyOf": [ { @@ -26851,6 +28874,94 @@

    Submodules "title": "Pagetoken" } }, + "$defs": { + "HttpOptions": { + "additionalProperties": false, + "description": "HTTP options to be used in each of the requests.", + "properties": { + "baseUrl": { + "anyOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ], + "default": null, + "description": "The base URL for the AI platform service endpoint.", + "title": "Baseurl" + }, + "apiVersion": { + "anyOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ], + "default": null, + "description": "Specifies the version of the API to use.", + "title": "Apiversion" + }, + "headers": { + "anyOf": [ + { + "additionalProperties": { + "type": "string" + }, + "type": "object" + }, + { + "type": "null" + } + ], + "default": null, + "description": "Additional HTTP headers to be sent with the request.", + "title": "Headers" + }, + "timeout": { + "anyOf": [ + { + "type": "integer" + }, + { + "type": "null" + } + ], + "default": null, + "description": "Timeout for the request in milliseconds.", + "title": "Timeout" + }, + "deprecatedResponsePayload": { + "anyOf": [ + { + "additionalProperties": { + "maxItems": 1, + "minItems": 1, + "prefixItems": [ + { + "title": "Iterable" + } + ], + "type": "array" + }, + "type": "object" + }, + { + "type": "null" + } + ], + "default": null, + "description": "This field is deprecated. If set, the response payload will be returned int the supplied dict.", + "title": "Deprecatedresponsepayload" + } + }, + "title": "HttpOptions", + "type": "object" + } + }, "additionalProperties": false }

    @@ -26858,11 +28969,18 @@

    Submodules
    Fields:
    +
    +
    +field http_options: Optional[HttpOptions] = None (alias 'httpOptions')
    +

    Used to override HTTP request options.

    +
    +
    field page_size: Optional[int] = None (alias 'pageSize')
    @@ -26880,6 +28998,12 @@

    Submodulesclass genai.types.ListCachedContentsConfigDict

    Bases: TypedDict

    Config for caches.list method.

    +
    +
    +http_options: Optional[HttpOptionsDict]
    +

    Used to override HTTP request options.

    +
    +
    page_size: Optional[int]
    @@ -26990,7 +29114,7 @@

    Submodules } ], "default": null, - "description": "Creatation time of the cache entry.", + "description": "Creation time of the cache entry.", "title": "Createtime" }, "updateTime": { @@ -27171,15 +29295,14 @@

    Submodules "httpOptions": { "anyOf": [ { - "type": "object" + "$ref": "#/$defs/HttpOptions" }, { "type": "null" } ], "default": null, - "description": "Used to override HTTP request options.", - "title": "Httpoptions" + "description": "Used to override HTTP request options." }, "pageSize": { "anyOf": [ @@ -27208,6 +29331,94 @@

    Submodules "title": "Pagetoken" } }, + "$defs": { + "HttpOptions": { + "additionalProperties": false, + "description": "HTTP options to be used in each of the requests.", + "properties": { + "baseUrl": { + "anyOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ], + "default": null, + "description": "The base URL for the AI platform service endpoint.", + "title": "Baseurl" + }, + "apiVersion": { + "anyOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ], + "default": null, + "description": "Specifies the version of the API to use.", + "title": "Apiversion" + }, + "headers": { + "anyOf": [ + { + "additionalProperties": { + "type": "string" + }, + "type": "object" + }, + { + "type": "null" + } + ], + "default": null, + "description": "Additional HTTP headers to be sent with the request.", + "title": "Headers" + }, + "timeout": { + "anyOf": [ + { + "type": "integer" + }, + { + "type": "null" + } + ], + "default": null, + "description": "Timeout for the request in milliseconds.", + "title": "Timeout" + }, + "deprecatedResponsePayload": { + "anyOf": [ + { + "additionalProperties": { + "maxItems": 1, + "minItems": 1, + "prefixItems": [ + { + "title": "Iterable" + } + ], + "type": "array" + }, + "type": "object" + }, + { + "type": "null" + } + ], + "default": null, + "description": "This field is deprecated. If set, the response payload will be returned int the supplied dict.", + "title": "Deprecatedresponsepayload" + } + }, + "title": "HttpOptions", + "type": "object" + } + }, "additionalProperties": false } @@ -27215,7 +29426,7 @@

    Submodules
    Fields:
    @@ -27223,7 +29434,7 @@

    Submodules
    -field http_options: Optional[dict[str, Any]] = None (alias 'httpOptions')
    +field http_options: Optional[HttpOptions] = None (alias 'httpOptions')

    Used to override HTTP request options.

    @@ -27246,7 +29457,7 @@

    Submodules
    -http_options: Optional[dict[str, Any]]
    +http_options: Optional[HttpOptionsDict]

    Used to override HTTP request options.

    @@ -27631,15 +29842,14 @@

    Submodules "httpOptions": { "anyOf": [ { - "type": "object" + "$ref": "#/$defs/HttpOptions" }, { "type": "null" } ], "default": null, - "description": "Used to override HTTP request options.", - "title": "Httpoptions" + "description": "Used to override HTTP request options." }, "pageSize": { "anyOf": [ @@ -27694,6 +29904,94 @@

    Submodules "title": "Querybase" } }, + "$defs": { + "HttpOptions": { + "additionalProperties": false, + "description": "HTTP options to be used in each of the requests.", + "properties": { + "baseUrl": { + "anyOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ], + "default": null, + "description": "The base URL for the AI platform service endpoint.", + "title": "Baseurl" + }, + "apiVersion": { + "anyOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ], + "default": null, + "description": "Specifies the version of the API to use.", + "title": "Apiversion" + }, + "headers": { + "anyOf": [ + { + "additionalProperties": { + "type": "string" + }, + "type": "object" + }, + { + "type": "null" + } + ], + "default": null, + "description": "Additional HTTP headers to be sent with the request.", + "title": "Headers" + }, + "timeout": { + "anyOf": [ + { + "type": "integer" + }, + { + "type": "null" + } + ], + "default": null, + "description": "Timeout for the request in milliseconds.", + "title": "Timeout" + }, + "deprecatedResponsePayload": { + "anyOf": [ + { + "additionalProperties": { + "maxItems": 1, + "minItems": 1, + "prefixItems": [ + { + "title": "Iterable" + } + ], + "type": "array" + }, + "type": "object" + }, + { + "type": "null" + } + ], + "default": null, + "description": "This field is deprecated. If set, the response payload will be returned int the supplied dict.", + "title": "Deprecatedresponsepayload" + } + }, + "title": "HttpOptions", + "type": "object" + } + }, "additionalProperties": false } @@ -27702,7 +30000,7 @@

    SubmodulesFields:
  • BlobDict (class in genai.types)
    • + + - + - +
  • DeleteBatchJobConfigDict (class in genai.types) +
  • DeleteCachedContentConfigDict (class in genai.types)
  • DeleteCachedContentResponseDict (class in genai.types) @@ -962,6 +970,8 @@

    D

  • DeleteFileConfigDict (class in genai.types)
  • DeleteFileResponseDict (class in genai.types) +
    • +
  • DeleteModelConfigDict (class in genai.types)
  • DeleteModelResponseDict (class in genai.types)
    • @@ -977,6 +987,12 @@

    D

  • DeploymentResourcesType (class in genai.types)
    • +
  • deprecated_response_payload (genai.types.HttpOptions attribute) + +
  • description (genai.types.CreateTuningJobConfig attribute)
    • + + - -
  • DistillationDatasetDict (class in genai.types) -
  • DistillationDataStatsDict (class in genai.types)
  • DistillationHyperParametersDict (class in genai.types)
  • DistillationSpecDict (class in genai.types) -
    • -
  • DistillationValidationDatasetDict (class in genai.types)
  • done (genai.types.DeleteResourceJob attribute) @@ -1257,6 +1263,12 @@

    E

    • +
  • enhance_prompt (genai.types.GenerateImagesConfig attribute) + +
  • enum (genai.types.Schema attribute) @@ -1265,13 +1277,9 @@

    E

  • (genai.types.SchemaDict attribute)
    • -
  • epoch_count (genai.types.CreateDistillationJobConfig attribute) +
  • epoch_count (genai.types.CreateTuningJobConfig attribute) -
    • + + @@ -1862,9 +1862,13 @@

    H

  • (genai.types.TestTableItemDict attribute)
    • -
  • headers (genai.types.ReplayRequest attribute) +
  • headers (genai.types.HttpOptions attribute)
      • -
    • ListBatchJobConfigDict (class in genai.types) +
    • ListBatchJobsConfigDict (class in genai.types)
      • -
    • ListBatchJobResponseDict (class in genai.types) +
    • ListBatchJobsResponseDict (class in genai.types)
    • ListCachedContentsConfigDict (class in genai.types)
      • @@ -2540,6 +2566,10 @@

      M

    • (genai.types.FileDataDict attribute)
    • (genai.types.FileDict attribute) +
      • +
    • (genai.types.Image attribute) +
      • +
    • (genai.types.ImageDict attribute)
    • (genai.types.UploadFileConfig attribute)
      • @@ -2768,17 +2798,17 @@

      N

    • NEGLIGIBLE (genai.types.HarmProbability attribute)
      • -
    • next_page_token (genai.types.ListBatchJobResponse attribute) +
    • next_page_token (genai.types.ListBatchJobsResponse attribute) @@ -2866,9 +2896,9 @@

      O

      • -
    • tuned_model_display_name (genai.types.CreateDistillationJobConfig attribute) +
    • tuned_model_display_name (genai.types.CreateTuningJobConfig attribute)
        -
      • (genai.types.CreateDistillationJobConfigDict attribute) -
        • -
      • (genai.types.CreateTuningJobConfig attribute) -
      • (genai.types.CreateTuningJobConfigDict attribute)
      • (genai.types.TuningJob attribute) @@ -4423,13 +4451,9 @@

        U

        V

      • FunctionDeclarationDict
        • -
      • GenerateImageConfig -
        • -
      • GenerateImageConfigDict -
        • -
      • GenerateImageResponse -
        • -
      • GenerateImageResponseDict
        • +
      • HttpOptions +
        • +
      • HttpOptionsDict +
      • Image
        • Image.gcs_uri
        • Image.image_bytes
          • +
        • Image.mime_type
        • Image.from_file()
        • Image.model_post_init()
        • Image.save()
          • @@ -2537,6 +2577,7 @@

          ReferenceImageDict
        • ImagePromptLanguage
          • -
        • ListBatchJobConfig
            -
          • ListBatchJobConfig.filter
            • -
          • ListBatchJobConfig.http_options
            • -
          • ListBatchJobConfig.page_size
            • -
          • ListBatchJobConfig.page_token
            • +
          • ListBatchJobsConfig
            • -
          • ListBatchJobConfigDict
              -
            • ListBatchJobConfigDict.filter
              • -
            • ListBatchJobConfigDict.http_options
              • -
            • ListBatchJobConfigDict.page_size
              • -
            • ListBatchJobConfigDict.page_token
              • +
            • ListBatchJobsConfigDict
              • -
            • ListBatchJobResponse
                -
              • ListBatchJobResponse.batch_jobs
                • -
              • ListBatchJobResponse.next_page_token
                • +
              • ListBatchJobsResponse
                • -
              • ListBatchJobResponseDict
                  -
                • ListBatchJobResponseDict.batch_jobs
                  • -
                • ListBatchJobResponseDict.next_page_token
                  • +
                • ListBatchJobsResponseDict
                • ListCachedContentsConfig
                • ListCachedContentsConfigDict @@ -2673,12 +2716,14 @@

                  ReferenceListTuningJobsConfig

                • ListTuningJobsConfigDict @@ -3550,11 +3595,13 @@

                  ReferenceUpdateModelConfig

                • UpdateModelConfigDict
                • UploadFileConfig
                • FunctionDeclarationDict
                  • -
                • GenerateImageConfig -
                  • -
                • GenerateImageConfigDict -
                  • -
                • GenerateImageResponse -
                  • -
                • GenerateImageResponseDict
                  • +
                • HttpOptions +
                  • +
                • HttpOptionsDict +
                • Image
                  • Image.gcs_uri
                  • Image.image_bytes
                    • +
                  • Image.mime_type
                  • Image.from_file()
                  • Image.model_post_init()
                  • Image.save()
                    • @@ -1665,6 +1671,7 @@

                    googleImageDict
                  • ImagePromptLanguage
                    • -
                  • ListBatchJobConfig
                      -
                    • ListBatchJobConfig.filter
                      • -
                    • ListBatchJobConfig.http_options
                      • -
                    • ListBatchJobConfig.page_size
                      • -
                    • ListBatchJobConfig.page_token
                      • +
                    • ListBatchJobsConfig
                      • -
                    • ListBatchJobConfigDict
                        -
                      • ListBatchJobConfigDict.filter
                        • -
                      • ListBatchJobConfigDict.http_options
                        • -
                      • ListBatchJobConfigDict.page_size
                        • -
                      • ListBatchJobConfigDict.page_token
                        • +
                      • ListBatchJobsConfigDict
                        • -
                      • ListBatchJobResponse
                          -
                        • ListBatchJobResponse.batch_jobs
                          • -
                        • ListBatchJobResponse.next_page_token
                          • +
                        • ListBatchJobsResponse
                          • -
                        • ListBatchJobResponseDict
                            -
                          • ListBatchJobResponseDict.batch_jobs
                            • -
                          • ListBatchJobResponseDict.next_page_token
                            • +
                          • ListBatchJobsResponseDict
                          • ListCachedContentsConfig
                          • ListCachedContentsConfigDict @@ -1801,12 +1810,14 @@

                            google
                          • ListTuningJobsConfig
                          • ListTuningJobsConfigDict @@ -2678,11 +2689,13 @@

                            googleUpdateModelConfig

                          • UpdateModelConfigDict
                          • UploadFileConfig
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