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Agentic Workflow - JSON Validation #3

Description

@SameerSamji

This feature aims to integrate JSON validation within the schema-miner workflow to ensure that the schema extracted from the LLM is both syntactically and semantically valid.

Key Aspects of JSON Validation:

  1. Validation Scope:
    • Ensure the extracted JSON adheres to proper syntax and structure.
    • Verify compliance with JSON schema requirements, including:
      • Correct data types
      • Presence of required fields (e.g., descriptions, constraints)
  2. Error Handling & Regeneration:
    • The JSON validator will detect potential errors and required fixes.
    • These errors, along with the current schema and all related inputs, will be fed back into the LLM to regenerate a corrected JSON schema.
  3. Tools & Packages:

This enhancement will improve the robustness of the schema extraction process and ensure high-quality outputs.

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