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1. Generating Structured Outputs from LLMs

   An overview of popular techniques to confine LLMs' output to a predefined schema, covering API providers, prompting/reprompting strategies, and constrained decoding.

   2025-08-09 Tags: llm, structured output, api, prompting, constrained decoding, regex, json, pydantic by klotz
2. Let Me Speak Freely? A Study on the Impact of Format Restrictions on Performance of Large Language Models

   A study investigating whether format restrictions like JSON or XML impact the performance of large language models (LLMs) in tasks like reasoning and domain knowledge comprehension.

   2024-08-12 Tags: llm, constraints, json, regex, openai, format, performance, classification by klotz
3. Pydash: A Kitchen Sink of Missing Python Utilities | by Khuyen Tran | Jul, 2021 | Towards Data Science

   2021-07-16 Tags: python, underscore, lodash, pydash, data_manipulation, chain, filter, regex by klotz
4. Eigenstate :: Implementing A Simple Regex Debugger

   2016-05-22 Tags: regex, debug by klotz
5. RNC Regular expression syntax for xsd:

   2010-01-23 Tags: regex, relaxng, rnc, xsd by klotz
6. XLS Tools - use Perl and Grep with Microsoft Excel files from the command line

   2007-05-12 Tags: excel, perl, regex by klotz
7. Regular Expression Tester

   2006-05-10 Tags: javascript, regex by klotz

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