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Principle:Ucbepic Docetl Dataset Upload And Operation Creation

From Leeroopedia


Knowledge Sources
Domains User_Interface, Data_Engineering
Last Updated 2026-02-08 01:40 GMT

Overview

An interactive data loading and operation design principle that enables visual dataset upload and operation configuration through the playground UI.

Description

Dataset Upload and Operation Creation provides a visual interface for loading data and building pipeline operations. Users upload datasets via drag-and-drop or URL, then create operations using an operation type selector with configurable prompts, output schemas, and parameters through OperationCard components.

Usage

Use the playground's FileExplorer panel to upload datasets and the PipelineGUI to add operations. Supported formats include JSON, CSV, JSONL, PDF, DOCX, and TXT (the latter three are auto-converted to JSON via docling).

Theoretical Basis

Visual pipeline construction:

  1. Data Import: Upload files or fetch from URL, auto-converting formats
  2. Operation Selection: Choose operation type (map, reduce, resolve, filter, etc.)
  3. Configuration: Set prompts, output schemas, models, and parameters via cards
  4. Ordering: Arrange operations in execution sequence via the pipeline editor

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