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Adapting API Strategies to Dynamic AI Trend
2 projects | dev.to | 1 Oct 2023

The output from an AI model in response to a prompt is typically textual. To translate these "ideas" into actionable outcomes, AI services need to call APIs. These APIs can initiate actions in the real or digital world, such as making payments, booking an appointment, sending messages, or adjusting room temperatures. In essence, APIs act as the hands of an AI service, enabling it to interact with its environment. A good example of it can be ChatGPT custom plugins. This article explains how to build a custom plugin for API Gateway using APISIX. Because APISIX can be in the front of APIs to route AI requests to the intended backend API services. We can implement easily security measures like authentication, authorization, and rate limiting or cache similar responses from APIs and it allows us to gather valuable insights about API usage, performance, and potential issues.
Building a ChatGPT custom plugin for API Gateway
6 projects | dev.to | 13 Jul 2023

The entire code repository for the complete API Gateway Plugin is located here. Let’s go through the steps one by one including code snippets, files and understand how to set up the API Gateway, document the API in the OpenAPI definition, and create a plugin manifest file.