Developing AI Systems with the OpenAI API

Via DataCamp

DataCamp based on 236 ratings

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Overview

"Developing AI Systems with the OpenAI API" is a hands-on course designed to teach learners how to build intelligent, interactive, and scalable applications using the powerful capabilities of the OpenAI API. This course introduces the core concepts behind OpenAI’s models, such as GPT, and demonstrates how to leverage them for a wide range of use cases including content generation, summarization, classification, question answering, and code completion. Participants will learn how to make API calls, structure effective prompts, and manage tokens and...

Syllabus

Structuring End-to-End Applications

Learn how to seamlessly incorporate the OpenAI API into more complex systems, mastering the art of manipulating the response format and adeptly handling errors. This chapter provides essential knowledge for those looking to build components of AI systems that are not just interactive but also robust and efficient.

Function Calling

Dive into the mechanics of function calling, where you'll master defining parameters to call specific functions, extracting structured data, and working with multiple functions. Learn to seamlessly integrate external APIs and manipulate responses to communicate with other systems, to develop enhanced AI system interactions.

Best Practices for Production Applications

Elevate your OpenAI API skills to follow the industry's best practices. Learn to moderate content with precision, validate model behavior for consistency, and implement safety measures for secure API usage. This final chapter is an essential part of building robust AI-powered applications.