Multi-Modal Systems with OpenAI API | DataCamp

Multi-Modal Systems with OpenAI API | DataCamp

Korshub's take

Developing Voice and Text Apps with OpenAI APIs

Building accessible, versatile AI applications requires handling both text and voice interactions across multiple languages. This intermediate course guides you through OpenAI’s audio and moderation APIs to create secure, interactive multi-modal applications.

Who Is This Course For?

Designed for developers familiar with OpenAI text generation models who want to expand into speech processing, safety moderation, and automated voice systems.

Key Takeaways

Speech-to-Text & Text-to-Speech: Generate multilingual transcripts and produce realistic human audio using OpenAI speech models.
Content Moderation: Integrate OpenAI moderation endpoints to detect and filter inappropriate inputs and generated outputs.
Multilingual Chatbot Project: Build an end-to-end customer support chatbot that retrieves internal data and responds via spoken audio.

About this course

Develop Multi-Modal Applications with the OpenAI API

To build applications that are accessible to as wide an audience as possible, it's important that they can accept inputs in different modalities, like text and speech. In this course, you'll build on your knowledge of OpenAI's text generation models and learn to master their audio models!

Master Audio Applications

Did you know OpenAI developed audio models? In this course, you'll learn to create reliable text transcripts in multiple languages using their speech-to-text models. You'll also flip the script and generate realistic human audio (and in multiple languages!) with their text-to-speech models.

Protect and Moderate AI Applications

AI applications are often designed for a very specific reason, but a malicious actor may try to misuse it in different ways. In this course, you'll utilize OpenAI's moderation models to detect inappropriate user and AI-generated content.

Build Functional Customer Chatbots

You'll complete a case study to create an end-to-end customer service chatbot that will receive customer queries, and use internal resources to respond back to the customer. Not only that, it will respond in their native language and with AI-generated spoken audio!

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