imaurer/awesome-llm-json resource

Health v2 · maintenance only

Flags: no_releases

Adoption not part of the score

2172 stars · 94 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

A curated awesome list of resources for generating JSON and other structured outputs with Large Language Models, covering techniques like function calling, JSON mode, tool usage, and grammar-constrained (CFG) generation. It catalogs hosted and local models, Python libraries, notebooks, articles, and leaderboards.

Use cases

• get llm to output valid json
• learn about structured outputs from language models
• find libraries for llm function calling
• constrain llm generation to a json schema
• compare models for structured output quality
• resources on guided generation with context-free grammars

When to choose

• you need a curated starting point for LLM structured-output techniques and tooling
• you want to discover libraries, models, and tutorials for JSON generation with LLMs

When to avoid

• you need a runnable library or tool rather than a resource list
• you need up-to-the-minute benchmark results rather than curated links

Facets

learning-resource · maturity active

llm-inference prompt-engineering serialization json large-language-models artificial-intelligence awesome-lists developer-tools python cross-platform awesome-list structured-output function-calling json-mode guided-generation cfg llm-tools

Member repositories

For agents

markdown · JSON · MCP: product_card(name="imaurer/awesome-llm-json")