Constrain LLM output with regex and grammars for structured JSON, XML, and code.
npx skills add https://github.com/huidge/hermes-skills --skill guidance-huidge
Please help me install this Agent Skill. Skill: guidance Source: https://github.com/huidge/hermes-skills/tree/main/mlops/inference/guidance Command: npx skills add https://github.com/huidge/hermes-skills --skill guidance-huidge
Regex and grammars to control LLM output, guaranteeing structured, valid JSON/XML/code results and reducing invalid generations.
Generate a constrained JSON object for a user profile using Guidance with a JSON grammar.
High-intent search queries and answers about installing and using this skill.
You can constrain LLM output to ensure valid JSON by applying regex and context-free grammars. This enforces structured generation rules, guaranteeing valid JSON or XML results and preventing formatting errors.
Constrained generation uses regex and grammar-based validation to control LLM outputs. It restricts the generation process to valid patterns, ensuring structured results and reducing invalid generations across code and data formats.
Yes, you can apply grammar-based constrained generation across local and API backends. This allows you to orchestrate multi-step workflows and guarded prompts consistently, regardless of your chosen backend environment.
Yes, constrained generation supports multi-step workflows and code generation by applying grammars to control LLM output. This ensures structured, valid results and orchestrates complex prompts across various backends.
Yes, you need the Guidance library to prevent formatting errors with token healing. It provides grammar-driven validation and guarded prompts to ensure precise, structured outputs and reduce invalid generations.
thisismynewfmail-uiGenerate grammar-constrained JSON, XML, or code from prompts using Outlines.
samuelmukotiControl LLM outputs with regex and grammars for structured JSON and XML formats.
nadicodeaiConstrain LLM outputs with regex and grammars for structured JSON or XML.
Clay-HHKServe LLMs with RadixAttention prefix caching and constrained structured generation.
