VectorPipeline

Pipeline that loads and processes vectors

Implements the Pipeline protocol.

PARAMETER	DESCRIPTION
`vector_loader`	Vector loader TYPE: `VectorLoader`
`vector_processor`	Vector processor TYPE: `VectorProcessor`

Creates a vector pipeline from the configuration.

PARAMETER	DESCRIPTION
`config`	Configuration TYPE: `VectorPipelineConfig`

RETURNS	DESCRIPTION
`VectorPipeline`	Vector pipeline

Runs the vector pipeline.

Bases: pydantic.BaseModel

Configuration for the from_config class method of VectorPipeline

Create the configuration from a config file

Example

You can create the configuration from a config file.

config.yaml

package: 'aviary'
name: 'VectorPipeline'
config:
  plugins_dir_path: null

  vector_loader_config:
    ...

  vector_processor_config:
    ...

ATTRIBUTE	DESCRIPTION
`plugins_dir_path`	Path to the plugins directory - defaults to None TYPE: `Path \| None`
`vector_loader_config`	Configuration for the vector loader TYPE: `VectorLoaderConfig`
`vector_processor_config`	Configuration for the vector processor TYPE: `VectorProcessorConfig`