JsonLLM provides an efficient solution for structured data extraction and API generation. By utilizing JSON schemas, users can automatically format data in a consistent structure, ensuring reliable integrations and data transfers. It's designed for those who require precise data manipulation and want to enhance their outputs with structured formats. Perfect for transforming unstructured data into valuable, usable JSON output, JsonLLM helps in reducing the complexity of creating APIs and working with large datasets.

LLM Functions provides a simple framework to bridge large language model responses with real code execution. You define functions via JSON schemas, register them with the library, and the LLM will return structured function calls when appropriate. The library parses those responses, validates the parameters, and invokes the correct handler. It supports synchronous and asynchronous callbacks, custom error handling, and plugin extensions, making it ideal for applications that require dynamic data lookup, external API calls, or complex business logic within AI-driven conversations.