weaviate_agents.transformation.classes

class weaviate_agents.transformation.classes.OperationType(*values)[source]

Bases: str, Enum

Types of operations that can be performed on properties.

APPEND = 'append'
UPDATE = 'update'
class weaviate_agents.transformation.classes.OperationStep(*, property_name, view_properties, instruction, operation_type)[source]

Bases: BaseModel

Base model for a transformation operation step.

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.

Parameters:

  • property_name (str)

  • view_properties (List[str])

  • instruction (str)

  • operation_type (OperationType)

property_name: str
view_properties: List[str]
instruction: str
operation_type: OperationType
model_config = {}

Configuration for the model, should be a dictionary conforming to [ConfigDict][pydantic.config.ConfigDict].

class weaviate_agents.transformation.classes.AppendPropertyOperation(*, property_name, view_properties, instruction, operation_type=OperationType.APPEND, data_type)[source]

Bases: OperationStep

Operation to append a new property.

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.

Parameters:

  • property_name (str)

  • view_properties (List[str])

  • instruction (str)

  • operation_type (OperationType)

  • data_type (DataType)

data_type: DataType
operation_type: OperationType
model_config = {}

Configuration for the model, should be a dictionary conforming to [ConfigDict][pydantic.config.ConfigDict].

class weaviate_agents.transformation.classes.UpdatePropertyOperation(*, property_name, view_properties, instruction, operation_type=OperationType.UPDATE)[source]

Bases: OperationStep

Operation to update an existing property.

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.

Parameters:

  • property_name (str)

  • view_properties (List[str])

  • instruction (str)

  • operation_type (OperationType)

operation_type: OperationType
model_config = {}

Configuration for the model, should be a dictionary conforming to [ConfigDict][pydantic.config.ConfigDict].

class weaviate_agents.transformation.classes.DependentOperationStep(operation, depends_on=None)[source]

Bases: BaseModel

A wrapper for operation steps that have dependencies on other operations.

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.

Parameters:
operation: OperationStep
depends_on: List[OperationStep] | None
model_config = {}

Configuration for the model, should be a dictionary conforming to [ConfigDict][pydantic.config.ConfigDict].

class weaviate_agents.transformation.classes.TransformationResponse(*, workflow_id)[source]

Bases: BaseModel

Response from a transformation 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.

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

Parameters:

workflow_id (str)

workflow_id: str
model_config = {}

Configuration for the model, should be a dictionary conforming to [ConfigDict][pydantic.config.ConfigDict].

class weaviate_agents.transformation.classes.Operations[source]

Bases: object

Factory class for creating transformation operations.

static append_property(property_name, data_type, view_properties, instruction)[source]

Create an operation to append a new property.

Parameters:

  • property_name (str) – Name of the new property to append

  • data_type (DataType) – Data type of the new property

  • view_properties (List[str]) – List of property names to use as context for the transformation

  • instruction (str) – Instruction for how to generate the new property value

Returns:

An AppendPropertyOperation object

Return type:

AppendPropertyOperation

static update_property(property_name, view_properties, instruction)[source]

Create an operation to update an existing property.

Parameters:

  • property_name (str) – Name of the property to update

  • view_properties (List[str]) – List of property names to use as context for the transformation

  • instruction (str) – Instruction for how to update the property value

Returns:

An UpdatePropertyOperation object

Return type:

UpdatePropertyOperation