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Seed Readers

Seed readers are engine-side adapters that turn a configured seed source into tabular seed rows. The engine attaches a SeedSource and secret resolver, asks the reader for column names and dataset size, then streams batches into generation.

Related pages: seeds, Seed Datasets, and Build Your Own.

Core Contracts

SeedReader {#data_designer.engine.resources.seed_reader.SeedReader}

::: data_designer.engine.resources.seed_reader.SeedReader options: show_root_toc_entry: false

FileSystemSeedReader {#data_designer.engine.resources.seed_reader.FileSystemSeedReader}

::: data_designer.engine.resources.seed_reader.FileSystemSeedReader options: show_root_toc_entry: false

SeedReaderFileSystemContext {#data_designer.engine.resources.seed_reader.SeedReaderFileSystemContext}

::: data_designer.engine.resources.seed_reader.SeedReaderFileSystemContext options: show_root_toc_entry: false

SeedReaderBatch {#data_designer.engine.resources.seed_reader.SeedReaderBatch}

::: data_designer.engine.resources.seed_reader.SeedReaderBatch options: show_root_toc_entry: false

SeedReaderBatchReader {#data_designer.engine.resources.seed_reader.SeedReaderBatchReader}

::: data_designer.engine.resources.seed_reader.SeedReaderBatchReader options: show_root_toc_entry: false

PandasSeedReaderBatch {#data_designer.engine.resources.seed_reader.PandasSeedReaderBatch}

::: data_designer.engine.resources.seed_reader.PandasSeedReaderBatch options: show_root_toc_entry: false

create_seed_reader_output_dataframe {#data_designer.engine.resources.seed_reader.create_seed_reader_output_dataframe}

::: data_designer.engine.resources.seed_reader.create_seed_reader_output_dataframe options: show_root_toc_entry: false

Built-In Readers

LocalFileSeedReader {#data_designer.engine.resources.seed_reader.LocalFileSeedReader}

::: data_designer.engine.resources.seed_reader.LocalFileSeedReader options: show_root_toc_entry: false

HuggingFaceSeedReader {#data_designer.engine.resources.seed_reader.HuggingFaceSeedReader}

::: data_designer.engine.resources.seed_reader.HuggingFaceSeedReader options: show_root_toc_entry: false

DataFrameSeedReader {#data_designer.engine.resources.seed_reader.DataFrameSeedReader}

::: data_designer.engine.resources.seed_reader.DataFrameSeedReader options: show_root_toc_entry: false

DirectorySeedReader {#data_designer.engine.resources.seed_reader.DirectorySeedReader}

::: data_designer.engine.resources.seed_reader.DirectorySeedReader options: show_root_toc_entry: false

FileContentsSeedReader {#data_designer.engine.resources.seed_reader.FileContentsSeedReader}

::: data_designer.engine.resources.seed_reader.FileContentsSeedReader options: show_root_toc_entry: false

AgentRolloutSeedReader {#data_designer.engine.resources.seed_reader.AgentRolloutSeedReader}

::: data_designer.engine.resources.seed_reader.AgentRolloutSeedReader options: show_root_toc_entry: false

Registry and Errors

SeedReaderRegistry {#data_designer.engine.resources.seed_reader.SeedReaderRegistry}

::: data_designer.engine.resources.seed_reader.SeedReaderRegistry options: show_root_toc_entry: false

SeedReaderError {#data_designer.engine.resources.seed_reader.SeedReaderError}

::: data_designer.engine.resources.seed_reader.SeedReaderError options: show_root_toc_entry: false