feat(interaction-api): Add presence_penalty, frequency_penalty, and cached_content to models.proto

google/genai/_interactions/resources/interactions.py

@@ -80,6 +80,7 @@ def create(
         input: interaction_create_params.Input,
         model: ModelParam,
         background: bool | Omit = omit,
+        cached_content: str | Omit = omit,
         environment: interaction_create_params.Environment | Omit = omit,
         generation_config: GenerationConfigParam | Omit = omit,
         previous_interaction_id: str | Omit = omit,
@@ -109,6 +110,12 @@ def create(
 
           background: Input only. Whether to run the model interaction in the background.
 
+          cached_content:
+              The name of the cached content used as context to serve the prediction. Note:
+              only used in explicit caching, where users can have control over caching (e.g.
+              what content to cache) and enjoy guaranteed cost savings. Format:
+              `projects/{project}/locations/{location}/cachedContents/{cachedContent}`
+
           environment: The environment configuration for the interaction. Can be an object specifying
               remote environment sources or a string referencing an existing environment ID.
 
@@ -155,6 +162,7 @@ def create(
         model: ModelParam,
         stream: Literal[True],
         background: bool | Omit = omit,
+        cached_content: str | Omit = omit,
         environment: interaction_create_params.Environment | Omit = omit,
         generation_config: GenerationConfigParam | Omit = omit,
         previous_interaction_id: str | Omit = omit,
@@ -185,6 +193,12 @@ def create(
 
           background: Input only. Whether to run the model interaction in the background.
 
+          cached_content:
+              The name of the cached content used as context to serve the prediction. Note:
+              only used in explicit caching, where users can have control over caching (e.g.
+              what content to cache) and enjoy guaranteed cost savings. Format:
+              `projects/{project}/locations/{location}/cachedContents/{cachedContent}`
+
           environment: The environment configuration for the interaction. Can be an object specifying
               remote environment sources or a string referencing an existing environment ID.
 
@@ -391,6 +405,7 @@ def create(
         model: ModelParam,
         stream: bool,
         background: bool | Omit = omit,
+        cached_content: str | Omit = omit,
         environment: interaction_create_params.Environment | Omit = omit,
         generation_config: GenerationConfigParam | Omit = omit,
         previous_interaction_id: str | Omit = omit,
@@ -421,6 +436,12 @@ def create(
 
           background: Input only. Whether to run the model interaction in the background.
 
+          cached_content:
+              The name of the cached content used as context to serve the prediction. Note:
+              only used in explicit caching, where users can have control over caching (e.g.
+              what content to cache) and enjoy guaranteed cost savings. Format:
+              `projects/{project}/locations/{location}/cachedContents/{cachedContent}`
+
           environment: The environment configuration for the interaction. Can be an object specifying
               remote environment sources or a string referencing an existing environment ID.
 
@@ -464,6 +485,7 @@ def create(
         input: interaction_create_params.Input,
         model: ModelParam | Omit = omit,
         background: bool | Omit = omit,
+        cached_content: str | Omit = omit,
         environment: interaction_create_params.Environment | Omit = omit,
         generation_config: GenerationConfigParam | Omit = omit,
         previous_interaction_id: str | Omit = omit,
@@ -519,6 +541,7 @@ def create(
                     "input": input,
                     "model": model,
                     "background": background,
+                    "cached_content": cached_content,
                     "environment": environment,
                     "generation_config": generation_config,
                     "previous_interaction_id": previous_interaction_id,
@@ -820,6 +843,7 @@ async def create(
         input: interaction_create_params.Input,
         model: ModelParam,
         background: bool | Omit = omit,
+        cached_content: str | Omit = omit,
         environment: interaction_create_params.Environment | Omit = omit,
         generation_config: GenerationConfigParam | Omit = omit,
         previous_interaction_id: str | Omit = omit,
@@ -849,6 +873,12 @@ async def create(
 
           background: Input only. Whether to run the model interaction in the background.
 
+          cached_content:
+              The name of the cached content used as context to serve the prediction. Note:
+              only used in explicit caching, where users can have control over caching (e.g.
+              what content to cache) and enjoy guaranteed cost savings. Format:
+              `projects/{project}/locations/{location}/cachedContents/{cachedContent}`
+
           environment: The environment configuration for the interaction. Can be an object specifying
               remote environment sources or a string referencing an existing environment ID.
 
@@ -895,6 +925,7 @@ async def create(
         model: ModelParam,
         stream: Literal[True],
         background: bool | Omit = omit,
+        cached_content: str | Omit = omit,
         environment: interaction_create_params.Environment | Omit = omit,
         generation_config: GenerationConfigParam | Omit = omit,
         previous_interaction_id: str | Omit = omit,
@@ -925,6 +956,12 @@ async def create(
 
           background: Input only. Whether to run the model interaction in the background.
 
+          cached_content:
+              The name of the cached content used as context to serve the prediction. Note:
+              only used in explicit caching, where users can have control over caching (e.g.
+              what content to cache) and enjoy guaranteed cost savings. Format:
+              `projects/{project}/locations/{location}/cachedContents/{cachedContent}`
+
           environment: The environment configuration for the interaction. Can be an object specifying
               remote environment sources or a string referencing an existing environment ID.
 
@@ -1131,6 +1168,7 @@ async def create(
         model: ModelParam,
         stream: bool,
         background: bool | Omit = omit,
+        cached_content: str | Omit = omit,
         environment: interaction_create_params.Environment | Omit = omit,
         generation_config: GenerationConfigParam | Omit = omit,
         previous_interaction_id: str | Omit = omit,
@@ -1161,6 +1199,12 @@ async def create(
 
           background: Input only. Whether to run the model interaction in the background.
 
+          cached_content:
+              The name of the cached content used as context to serve the prediction. Note:
+              only used in explicit caching, where users can have control over caching (e.g.
+              what content to cache) and enjoy guaranteed cost savings. Format:
+              `projects/{project}/locations/{location}/cachedContents/{cachedContent}`
+
           environment: The environment configuration for the interaction. Can be an object specifying
               remote environment sources or a string referencing an existing environment ID.
 
@@ -1204,6 +1248,7 @@ async def create(
         input: interaction_create_params.Input,
         model: ModelParam | Omit = omit,
         background: bool | Omit = omit,
+        cached_content: str | Omit = omit,
         environment: interaction_create_params.Environment | Omit = omit,
         generation_config: GenerationConfigParam | Omit = omit,
         previous_interaction_id: str | Omit = omit,
@@ -1255,6 +1300,7 @@ async def create(
                     "input": input,
                     "model": model,
                     "background": background,
+                    "cached_content": cached_content,
                     "environment": environment,
                     "generation_config": generation_config,
                     "previous_interaction_id": previous_interaction_id,

google/genai/_interactions/types/generation_config.py

@@ -33,12 +33,26 @@
 class GenerationConfig(BaseModel):
     """Configuration parameters for model interactions."""
 
+    frequency_penalty: Optional[float] = None
+    """
+    Penalizes tokens based on their frequency in the generated text. A positive
+    value helps to reduce the repetition of words and phrases. Valid values can
+    range from [-2.0, 2.0].
+    """
+
     image_config: Optional[ImageConfig] = None
     """Configuration for image interaction."""
 
     max_output_tokens: Optional[int] = None
     """The maximum number of tokens to include in the response."""
 
+    presence_penalty: Optional[float] = None
+    """Penalizes tokens that have already appeared in the generated text.
+
+    A positive value encourages the model to generate more diverse and less
+    repetitive text. Valid values can range from [-2.0, 2.0].
+    """
+
     seed: Optional[int] = None
     """Seed used in decoding for reproducibility."""
 

google/genai/_interactions/types/generation_config_param.py

@@ -35,12 +35,26 @@
 class GenerationConfigParam(TypedDict, total=False):
     """Configuration parameters for model interactions."""
 
+    frequency_penalty: float
+    """
+    Penalizes tokens based on their frequency in the generated text. A positive
+    value helps to reduce the repetition of words and phrases. Valid values can
+    range from [-2.0, 2.0].
+    """
+
     image_config: ImageConfigParam
     """Configuration for image interaction."""
 
     max_output_tokens: int
     """The maximum number of tokens to include in the response."""
 
+    presence_penalty: float
+    """Penalizes tokens that have already appeared in the generated text.
+
+    A positive value encourages the model to generate more diverse and less
+    repetitive text. Valid values can range from [-2.0, 2.0].
+    """
+
     seed: int
     """Seed used in decoding for reproducibility."""
 

google/genai/_interactions/types/interaction.py

@@ -104,6 +104,14 @@ class Interaction(BaseModel):
     agent_config: Optional[AgentConfig] = None
     """Configuration parameters for the agent interaction."""
 
+    cached_content: Optional[str] = None
+    """
+    The name of the cached content used as context to serve the prediction. Note:
+    only used in explicit caching, where users can have control over caching (e.g.
+    what content to cache) and enjoy guaranteed cost savings. Format:
+    `projects/{project}/locations/{location}/cachedContents/{cachedContent}`
+    """
+
     environment: Optional[Environment] = None
     """The environment configuration for the interaction.
 

google/genai/_interactions/types/interaction_create_params.py

@@ -65,6 +65,14 @@ class BaseCreateModelInteractionParams(TypedDict, total=False):
     background: bool
     """Input only. Whether to run the model interaction in the background."""
 
+    cached_content: str
+    """
+    The name of the cached content used as context to serve the prediction. Note:
+    only used in explicit caching, where users can have control over caching (e.g.
+    what content to cache) and enjoy guaranteed cost savings. Format:
+    `projects/{project}/locations/{location}/cachedContents/{cachedContent}`
+    """
+
     environment: Environment
     """The environment configuration for the interaction.