In this project you will implement, within a Flask Python web app, a dynamic generation of movie reviews in different styles generated through OpenAI text models prompting and tweaking OpenAI parameters. You will modulate the generated responses via parameters such as top_p, frequency penalty, presence penalty and best_of. Using JSON objects storing users information, you will adapt the text generation and filter the movie database depending on user characteristics such as age, interests and proficiency based on the AI model recommendations.
Programmatic Prompting with OpenAI: Refining and Filtering
Programmatic Prompting with OpenAI: Refining and Filtering
Taught in English
Some content may not be translated
Instructor: Angelo Paolillo
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Guided Project
Learn, practice, and apply job-ready skills with expert guidance
Intermediate level
Recommended experience
2 hours
Learn at your own pace
No downloads or installation required
Only available on desktop
Hands-on learning
What you'll learn
Generate different text styles and quality of responses with prompting through OpenAI API
Modulate the generated responses via parameters such as top_p, frequency penalty, presence penalty and best_of
Adjust prompting and filter data based on users information using API parameters
Skills you'll practice
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Recently updated!
November 2023
Guided Project
Learn, practice, and apply job-ready skills with expert guidance
Intermediate level
Recommended experience
2 hours
Learn at your own pace
No downloads or installation required
Only available on desktop
Hands-on learning
See how employees at top companies are mastering in-demand skills
Learn, practice, and apply job-ready skills in less than 2 hours
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About this Guided Project
Learn step-by-step
In a video that plays in a split-screen with your work area, your instructor will walk you through these steps:
Experiment with OpenAI parameters
Generate movie reviews with prompting, top_p and frequency penalty parameters
Demonstrate your ability to generate text and refine it with advanced parameters
Generate movie reviews with prompting, presence penalty and best_of parameters
Adapt the response to the user
Demonstrate your ability to generate text based on users information
Filter data based on users information via OpenAI
Refine and filter a music collection database
Recommended experience
An OpenAI account and API key with foundational knowledge of OpenAI
Foundational knowledge of Python, HTML and Javascript
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How you'll learn
Skill-based, hands-on learning
Practice new skills by completing job-related tasks.
Expert guidance
Follow along with pre-recorded videos from experts using a unique side-by-side interface.
No downloads or installation required
Access the tools and resources you need in a pre-configured cloud workspace.
Available only on desktop
This Guided Project is designed for laptops or desktop computers with a reliable Internet connection, not mobile devices.
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