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AutoStrategy Class — langchain Architecture

Architecture documentation for the AutoStrategy class in structured_output.py from the langchain codebase.

Class python

Entity Profile

Dependency Diagram

graph TD
  a0a37e5a_b41c_6633_87bc_cb56d2f39c4f["AutoStrategy"]
  c2936c24_74cd_6911_037b_0f67eebfefee["structured_output.py"]
  a0a37e5a_b41c_6633_87bc_cb56d2f39c4f -->|defined in| c2936c24_74cd_6911_037b_0f67eebfefee
  3eeb9d2f_993a_84b4_2a9b_71019d0a2767["__init__()"]
  a0a37e5a_b41c_6633_87bc_cb56d2f39c4f -->|method| 3eeb9d2f_993a_84b4_2a9b_71019d0a2767

Relationship Graph

Source Code

libs/langchain_v1/langchain/agents/structured_output.py lines 447–458

class AutoStrategy(Generic[SchemaT]):
    """Automatically select the best strategy for structured output."""

    schema: type[SchemaT] | dict[str, Any]
    """Schema for automatic mode."""

    def __init__(
        self,
        schema: type[SchemaT] | dict[str, Any],
    ) -> None:
        """Initialize `AutoStrategy` with schema."""
        self.schema = schema

Defined In

Source

Frequently Asked Questions

What is the AutoStrategy class?
AutoStrategy is a class in the langchain codebase, defined in libs/langchain_v1/langchain/agents/structured_output.py.
Where is AutoStrategy defined?
AutoStrategy is defined in libs/langchain_v1/langchain/agents/structured_output.py at line 447.

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