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
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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
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2m 28sIn this video, we will discover the key concepts covered in this course. FREE ACCESS
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9m 5sAfter completing this video, you will be able to provide an overview of generative artificial intelligence (AI) and large language models (LLMs). FREE ACCESS
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3. ChatGPT and the OpenAI Playground4m 48sUpon 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 29sAfter 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 Pricing12m 42sLearn how to review OpenAI models and APIs. FREE ACCESS
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6. Getting Started with the OpenAI Playground10m 48sDiscover how to work with the OpenAI Playground. FREE ACCESS
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7. Assigning Personas and Tweaking Creativity13m 44sFind 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 Playground12m 31sLearn how to use the legacy completions API. FREE ACCESS
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9. Exploring OpenAI Prompt Examples9m 34sIn this video, we will view examples of OpenAI prompts and their responses. FREE ACCESS
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10. Creating an OpenAI Assistant7m 53sFind out how to create an OpenAI assistant. FREE ACCESS
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11. Querying the OpenAI Assistant11m 55sDiscover how to query assistants using prompts. FREE ACCESS
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12. Course Summary3m 8sIn 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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