Hello Dallas Muley's!!

As the world progresses towards AI, isn't it fascinating to explore how we can integrate and harness the power of AI with MuleSoft? Dallas Meetup group is excited to present 'Mule + AI,' where we will delve into the possibilities of utilizing AI capabilities in conjunction with MuleSoft. Join us for an enlightening session on 'APIs that Ban Toxic Clients' without any delay!

Most of the API calls we receive are fine, but it’s the few that are toxic and can be trouble! Let’s explore how to detect toxic content in our APIs using OpenAI, Cohere, and Google AI, and then incorporate validations in Mule.

One of the uses of large language models (LLMs) is classification, which is the labeling of content according to some categories that we care about. OpenAI, Cohere, and Google are three examples of LLM providers that have pretrained models to classify “harmful content”. We will take a short look at each of these services and their APIs, then dive into some code to incorporate the classifications to validate API requests.