Interface ILlmApplicationOfValidate<Model>

Application of LLM function calling with validators.

ILlmApplication is a data structure representing a collection of LLM function calling schemas, composed from a native TypeScript class (or interface) type by the typia.llm.applicationOfValidate<App, Model>() function.

If you put the returned ILlmApplicationOfValidate.functions objects to the LLM provider like OpenAI (ChatGPT), the LLM will automatically select the proper function and fill its arguments from the conversation (maybe chatting text) with user (human). This is the concept of the LLM function calling.

Additionally, the LLM function calling sometimes take a mistake that composing wrong typed ILlmFunctionOfValidate.parameters. In that case, deliver return value of the ILlmFunctionOfValidate.validate function, then LLM provider will correct the parameters at the next conversation. The ILlmFunctionOfValidate.validate function is a validator function reporting the detailed information about the wrong typed parameters.

By the way, there can be some parameters (or their nested properties) which must be composed by Human, not by LLM. File uploading feature or some sensitive information like secrety key (password) are the examples. In that case, you can separate the function parameters to both LLM and human sides by configuring the ILlmApplication.IOptions.separate property. The separated parameters are assigned to the ILlmFunction.separated property.

For reference, when both LLM and Human filled parameter values to call, you can merge them by calling the HttpLlm.mergeParameters function. In other words, if you've configured the ILlmApplication.IOptions.separate property, you have to merge the separated parameters before the funtion call execution.