Using OpenAI APIs: Exploring APIs with the OpenAI Playground

Generative AI    |    Beginner
  • 12 videos | 1h 45m 4s
  • Includes Assessment
  • Earns a Badge
The OpenAI Playground is a dynamic and user-friendly platform that allows individuals to engage with OpenAI's cutting-edge language models, such as GPT-3.5 and GPT-4. The Playground enables users to experiment with natural language processing (NLP) capabilities and parameters to tweak the responses of models. You will start this course by exploring the fundamentals of OpenAI models. Next, you will log into the OpenAI Playground and input basic prompts, observing the responses. You will work with multiple application programming interfaces (APIs), including the recommended chat completions API and the legacy completions API, all of which are accessible via the playground. Finally, you will work with the Assistants API which has access to tools for data retrieval, code interpretation, and function calling and can leverage these to respond to user queries. You will utilize the code interpreter to read and visualize CSV data, generating Python code for charts using libraries like Matplotlib and Seaborn.

WHAT YOU WILL LEARN

  • Discover the key concepts covered in this course
    Provide an overview of generative artificial intelligence (ai) and large language models (llms)
    Provide an overview of chatgpt and the openai playground
    Outline how openai application programming interfaces (apis) work
    Review openai models and apis
    Work with the openai playground
  • Assign personas to models and modify the temperature parameter
    Use the legacy completions api
    View examples of openai prompts and their responses
    Create an openai assistant
    Query assistants using prompts
    Summarize the key concepts covered in this course

IN THIS COURSE

  • 2m 28s
    In this video, we will discover the key concepts covered in this course. FREE ACCESS
  • 9m 5s
    After completing this video, you will be able to provide an overview of generative artificial intelligence (AI) and large language models (LLMs). FREE ACCESS
  • Locked
    3.  ChatGPT and the OpenAI Playground
    4m 48s
    Upon completion of this video, you will be able to provide an overview of ChatGPT and the OpenAI Playground. FREE ACCESS
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    4.  OpenAI Application Programming Interfaces (APIs)
    6m 29s
    After completing this video, you will be able to outline how OpenAI application programming interfaces (APIs) work. FREE ACCESS
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    5.  Exploring OpenAI APIs and Pricing
    12m 42s
    Learn how to review OpenAI models and APIs. FREE ACCESS
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    6.  Getting Started with the OpenAI Playground
    10m 48s
    Discover how to work with the OpenAI Playground. FREE ACCESS
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    7.  Assigning Personas and Tweaking Creativity
    13m 44s
    Find out how to assign personas to models and modify the temperature parameter. FREE ACCESS
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    8.  Using the Legacy Completions API via the Playground
    12m 31s
    Learn how to use the legacy completions API. FREE ACCESS
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    9.  Exploring OpenAI Prompt Examples
    9m 34s
    In this video, we will view examples of OpenAI prompts and their responses. FREE ACCESS
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    10.  Creating an OpenAI Assistant
    7m 53s
    Find out how to create an OpenAI assistant. FREE ACCESS
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    11.  Querying the OpenAI Assistant
    11m 55s
    Discover how to query assistants using prompts. FREE ACCESS
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    12.  Course Summary
    3m 8s
    In this video, we will summarize the key concepts covered in this course. FREE ACCESS

EARN A DIGITAL BADGE WHEN YOU COMPLETE THIS COURSE

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