How Gen-AI Can Support API Management
Gaetano Insinna
How Gen-AI Can Support API Management.
Rel. Riccardo Sisto. Politecnico di Torino, Corso di laurea magistrale in Ingegneria Informatica (Computer Engineering), 2025
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Abstract
Generative AI (GenAI) is getting a very significant resonance both from a technology development perspective and as a use within many applications that are used every day. As a result, we are seeing the emergence of many providers of Large Language Models (LLMs) offering end users a wide variety of services inherent to GenAI, from chatbots to the creation of embeddings. While the plethora of providers offers a myriad of possibilities and features that can be implemented in the application flow, it has also opened up the presence of problems inherent in controlling GenAI flows and securing them. We investigated a way to remedy these problems with Kong AI Gateway which provides AI-specific API management and governance services through plugins aimed at studying, analyzing, and exploiting the GenAI flow.
We tested how API calls may be modified with the advent of GenAI and also created a use case that, through state-of-the-art protocols such as OAuth2.0 and OIDC and standards such as JWT, demonstrates what the potential and critical issues of using LLM models within API calls are
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