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Stitching Giant JSONs Together with JSON Patch

  • JSON Patch is a tool for making precise updates to JSON documents without rewriting everything from scratch.
  • It allows defining operations like adding a key, replacing a value, or removing a field in a compact, reusable way.
  • The json-patch library supports both JSON Patch (RFC 6902) for precise updates and JSON Merge Patch (RFC 7396) for whole-document changes.
  • JSON Patch is crucial for handling large JSON files, such as those generated by Language Models (LLMs) with output limits.
  • You can efficiently stitch together multiple JSON chunks from LLM outputs using JSON Patch.
  • Setting up and configuring the json-patch library involves adjusting global settings and using ApplyWithOptions for more control.
  • You can patch LLM output chunks into one JSON document by applying operations like add, replace, or remove.
  • JSON Patch is useful for scenarios like syncing client-server updates and combining multiple patches in a controlled manner.
  • Tips for smoother patching include validating patches, testing equality, handling missing paths, and using the json-patch CLI for testing.
  • By leveraging JSON Patch and understanding its operations, you can effectively manage and manipulate JSON data for various applications.

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