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Mark Vertex AI classes as serialisable (#10484)
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@ -124,6 +124,10 @@ class ChatVertexAI(_VertexAICommon, BaseChatModel):
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model_name: str = "chat-bison"
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model_name: str = "chat-bison"
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"Underlying model name."
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"Underlying model name."
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@classmethod
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def is_lc_serializable(self) -> bool:
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return True
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@root_validator()
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@root_validator()
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def validate_environment(cls, values: Dict) -> Dict:
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def validate_environment(cls, values: Dict) -> Dict:
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"""Validate that the python package exists in environment."""
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"""Validate that the python package exists in environment."""
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@ -18,7 +18,7 @@ from langchain.callbacks.manager import (
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CallbackManagerForLLMRun,
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CallbackManagerForLLMRun,
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)
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)
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from langchain.llms.base import BaseLLM, create_base_retry_decorator
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from langchain.llms.base import BaseLLM, create_base_retry_decorator
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from langchain.pydantic_v1 import BaseModel, root_validator
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from langchain.pydantic_v1 import BaseModel, Field, root_validator
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from langchain.schema import (
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from langchain.schema import (
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Generation,
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Generation,
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LLMResult,
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LLMResult,
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@ -144,7 +144,7 @@ class _VertexAIBase(BaseModel):
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"Default is 5."
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"Default is 5."
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max_retries: int = 6
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max_retries: int = 6
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"""The maximum number of retries to make when generating."""
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"""The maximum number of retries to make when generating."""
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task_executor: ClassVar[Optional[Executor]] = None
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task_executor: ClassVar[Optional[Executor]] = Field(default=None, exclude=True)
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stop: Optional[List[str]] = None
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stop: Optional[List[str]] = None
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"Optional list of stop words to use when generating."
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"Optional list of stop words to use when generating."
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model_name: Optional[str] = None
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model_name: Optional[str] = None
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@ -171,7 +171,7 @@ class _VertexAICommon(_VertexAIBase):
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top_k: int = 40
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top_k: int = 40
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"How the model selects tokens for output, the next token is selected from "
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"How the model selects tokens for output, the next token is selected from "
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"among the top-k most probable tokens. Top-k is ignored for Codey models."
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"among the top-k most probable tokens. Top-k is ignored for Codey models."
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credentials: Any = None
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credentials: Any = Field(default=None, exclude=True)
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"The default custom credentials (google.auth.credentials.Credentials) to use "
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"The default custom credentials (google.auth.credentials.Credentials) to use "
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"when making API calls. If not provided, credentials will be ascertained from "
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"when making API calls. If not provided, credentials will be ascertained from "
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"the environment."
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"the environment."
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@ -229,6 +229,10 @@ class VertexAI(_VertexAICommon, BaseLLM):
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tuned_model_name: Optional[str] = None
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tuned_model_name: Optional[str] = None
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"The name of a tuned model. If provided, model_name is ignored."
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"The name of a tuned model. If provided, model_name is ignored."
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@classmethod
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def is_lc_serializable(self) -> bool:
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return True
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@root_validator()
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@root_validator()
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def validate_environment(cls, values: Dict) -> Dict:
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def validate_environment(cls, values: Dict) -> Dict:
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"""Validate that the python package exists in environment."""
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"""Validate that the python package exists in environment."""
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