Generate structured JSON, XML, and code outputs using regex and grammars.
npx skills add https://github.com/Quill-Agent/Quill-Agent --skill guidance-quill-agent
Please help me install this Agent Skill. Skill: guidance Source: https://github.com/Quill-Agent/Quill-Agent/tree/main/optional-skills/mlops/guidance Command: npx skills add https://github.com/Quill-Agent/Quill-Agent --skill guidance-quill-agent
This Skill helps ensure that LLM outputs are constrained and structured, reducing errors and improving data quality.
Use the guidance skill to generate a structured JSON object from a text description like "Person: John Doe, Age: 30, Email: [email protected]".
High-intent search queries and answers about installing and using this skill.
To ensure valid JSON output from an LLM, apply grammar-based generation and regex constraints to control the syntax. This guarantees structured data generation and prevents formatting errors during extraction.
Prevent awkward spacing issues caused by LLM tokenization by applying token healing techniques. This fixes tokenization artifacts to ensure clean, properly formatted structured outputs like JSON and XML.
Yes, you can use regex constraints to control LLM output syntax for specific formats. This allows you to enforce strict formatting rules, ensuring the generated text matches required patterns for structured data tasks.
Yes, you need the Guidance library and Python to generate structured multi-step workflows. These dependencies provide the Pythonic control flow and regex capabilities required for grammar-based generation and complex structured outputs.
The best way to extract structured data from free-form text inputs is using grammar-based generation with token healing. This approach guarantees valid formats like JSON, XML, and tables by constraining the LLM output syntax.
kaminocorpGenerate constrained LLM outputs using regex, grammars, and token healing with Guidance.
unclehowellGenerate constrained LLM outputs conforming to JSON, XML, or code formats.
matthew-johnsonApply Guidance constraints to generate validated JSON, XML, or code.
huidgeConstrain LLM output with regex and grammars for structured JSON, XML, and code.
