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  • Use Cases

    Use Cases Semantic Search LLM Orchestration Language Model Workflows Use Cases The following sections introduce common txtai use cases. A comprehensive set of over 50 example...
  • Tabular

    Tabular Example Configuration-driven example config.yml Run with Workflows Run with API Methods __init__(self, idcolumn=None, textcolumns=None, content=False) special __cal...
  • Segmentation

    Segmentation Example Configuration-driven example config.yml Run with Workflows Run with API Methods Segmentation The Segmentation pipeline segments text into semantic ...
  • Similarity

    Similarity Example Configuration-driven example config.yml Run with Workflows Run with API Methods Similarity The Similarity pipeline computes similarity between querie...
  • Pipeline

    Pipeline List of pipelines Pipeline txtai provides a generic pipeline processing framework with the only interface requirement being a __call__ method. Pipelines are flexib...
  • Retrieve

    Retrieve Task Example Configuration-driven example Methods Retrieve Task The Retrieve Task connects to a url and downloads the content locally. This task is helpful when w...
  • Similarity

    Similarity Example Configuration-driven example config.yml Run with Workflows Run with API Methods __init__(self, path=None, quantize=False, gpu=True, model=None, dynamic=True...
  • Similarity

    Similarity Example Configuration-driven example config.yml Run with Workflows Run with API Methods Similarity The Similarity pipeline computes similarity between querie...
  • Segmentation

    Segmentation Example Configuration-driven example config.yml Run with Workflows Run with API Methods __init__(self, sentences=False, lines=False, paragraphs=False, minlength=N...
  • Segmentation

    Segmentation Example Configuration-driven example config.yml Run with Workflows Run with API Methods __init__(self, sentences=False, lines=False, paragraphs=False, minlength=N...