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LLM Function calling A.I. Chatbot from OpenAPI Document
- @samchon/openapi is a collection of OpenAPI types for every versions, and converters for them.
- In the OpenAPI types, there is an "emended" OpenAPI v3.1 specification, which has removed ambiguous and duplicated expressions for the clarity.
- @samchon/openapi also provides LLM (Large Language Model) function calling application composer from the OpenAPI document with many strategies.
- Every API operations can be called by LLM function calling, so that you can easily create an LLM function calling A.I. chatbot just with your OpenAPI document.
- The LLM function calling means that LLM automatically selects a proper function and fills parameter values from conversation with the user (may by chatting text).
- The structured output means that LLM automatically transforms the output conversation into a structured data format like JSON.
- The HttpLlm module allows the LLM function calling extremely easily just by delivering the OpenAPI document.
- With HttpLlm.execute(), the actual execution can be performed by yourself.
- Just by the TypeScript type. You also can compose LLM function calling application schema from TypeScript class or interface type.
- At the next article, it is demonstrated how to utilize typia's LLM function calling schema composer, and how to integrate it with the A.I. chatbot application.
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