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Schema Generation #38

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3 of 9 tasks
amc-corey-cox opened this issue Feb 24, 2025 · 0 comments
Open
3 of 9 tasks

Schema Generation #38

amc-corey-cox opened this issue Feb 24, 2025 · 0 comments
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Schema Generation Generate schema as dataset comes in - LLM + LinkML Tracking

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@amc-corey-cox
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amc-corey-cox commented Feb 24, 2025

This is the top-level tracking issue for all issues related to schema generation with LinkML Schema Automator and Schema Sheets. Several phases of setup, development, and testing will be necessary for successful data transformation within the ingest pipeline.

  • Basic install of LinkML Schema Automator and verify LinkML Schema Automator functionality on Toy data Add Schema Automator to project #35
  • Basic install of LinkML Schema Sheets Add Schema Sheets to project #37
  • Create Toy Data suite for tests Toy data #32
  • Create Toy Data suite for tests and verify LinkML Schema Sheets functionality
  • Create Synthetic Data suite and verify LinkML Schema Automator functionality
  • Create Synthetic Data suite and verify LinkML Schema Sheets functionality
  • Generate Schemas from real data
  • Identify and remediate Schema Generation gaps
  • Incorporate Schema Generation into deployed pipelines
@amc-corey-cox amc-corey-cox added Schema Generation Generate schema as dataset comes in - LLM + LinkML Tracking labels Feb 24, 2025
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Schema Generation Generate schema as dataset comes in - LLM + LinkML Tracking
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