Shypd.aiThe largest open index of AI toolsawesome-llm-json is an Open Source research & education tool that curates resources for generating JSON and other structured outputs using Large Language Models (LLMs). It includes libraries, models, and notebooks for function calling and guided generation.
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awesome-llm-json is a comprehensive, open-source resource list dedicated to leveraging Large Language Models (LLMs) for generating structured outputs, primarily JSON. This curated collection encompasses various categories such as hosted and local LLM models, Python libraries, blog articles, videos, Jupyter notebooks, and leaderboards. It clarifies terminology like Function Calling, JSON Mode, Tool Usage, and Guided Generation, which are often used interchangeably. The list details specific models from providers like Anthropic, OpenAI, and Mistral that support structured output, as well as local models like Hermes 2 Pro. Python libraries such as DSPy, Instructor, LangChain, and Pydantic are highlighted for their roles in constrained generation and data validation. This resource is invaluable for developers and researchers looking to implement or understand structured output generation with LLMs.
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