Make AI Speak Code & JSON: Building Real AI Apps (Session 11)

Tanmay Kayande · Beginner ·✍️ Prompt Engineering ·12mo ago

About this lesson

Conversational AI is useful. Programmatic AI is transformative. This session dives into generating structured output—like perfect code or JSON—teaching you how to make AI speak the language of other systems for real-world applications. 👇 --- Welcome to Session 11 of Prompt Engineering 201. I'm Tanmay Kayande. For over a decade, I've advised executives across startups, SMBs, and enterprise, designing AI systems that have positively affected billions. I've uncovered the architecture patterns that drive real-world impact. Now, I'm sharing those insights directly with you. Up until now, we've focused on getting AI to communicate with humans. But what if you need AI to communicate seamlessly with *other computer programs*? Plain English won't cut it. Today, we bridge the gap between human instruction and machine execution. This is how you build. *In this concise session (less than 5 minutes), you will learn:* + *How to precisely prompt an LLM to generate structured output,* moving beyond prose to perfectly formatted data. + *Methods for requesting computer code* directly from your AI. + *Techniques for generating other critical structured data formats, like JSON,* ready for direct use in applications. + The profound *benefits of requesting structured output,* and why this is one of the most powerful techniques for building robust, real-world AI applications for your enterprise. Stop conversational guesswork. Start engineering programmatic AI solutions. --- *Resources:* + *Kaggle Prompt Engineering Whitepaper:* https://www.kaggle.com/whitepaper-prompt-engineering + *Google Gemini for Google Workspace Prompting Guide:* https://services.google.com/fh/files/misc/gemini-for-google-workspace-prompting-guide-101.pdf + *Singapore Government Technology Agency (GovTech) Prompt Engineering Playbook:* https://www.developer.tech.gov.sg/products/collections/data-science-and-artificial-intelligence/playbooks/prompt-engineering-playbook-beta-v3.pdf + *Prompt Engineering Guide:*

Original Description

Conversational AI is useful. Programmatic AI is transformative. This session dives into generating structured output—like perfect code or JSON—teaching you how to make AI speak the language of other systems for real-world applications. 👇 --- Welcome to Session 11 of Prompt Engineering 201. I'm Tanmay Kayande. For over a decade, I've advised executives across startups, SMBs, and enterprise, designing AI systems that have positively affected billions. I've uncovered the architecture patterns that drive real-world impact. Now, I'm sharing those insights directly with you. Up until now, we've focused on getting AI to communicate with humans. But what if you need AI to communicate seamlessly with *other computer programs*? Plain English won't cut it. Today, we bridge the gap between human instruction and machine execution. This is how you build. *In this concise session (less than 5 minutes), you will learn:* + *How to precisely prompt an LLM to generate structured output,* moving beyond prose to perfectly formatted data. + *Methods for requesting computer code* directly from your AI. + *Techniques for generating other critical structured data formats, like JSON,* ready for direct use in applications. + The profound *benefits of requesting structured output,* and why this is one of the most powerful techniques for building robust, real-world AI applications for your enterprise. Stop conversational guesswork. Start engineering programmatic AI solutions. --- *Resources:* + *Kaggle Prompt Engineering Whitepaper:* https://www.kaggle.com/whitepaper-prompt-engineering + *Google Gemini for Google Workspace Prompting Guide:* https://services.google.com/fh/files/misc/gemini-for-google-workspace-prompting-guide-101.pdf + *Singapore Government Technology Agency (GovTech) Prompt Engineering Playbook:* https://www.developer.tech.gov.sg/products/collections/data-science-and-artificial-intelligence/playbooks/prompt-engineering-playbook-beta-v3.pdf + *Prompt Engineering Guide:*
Watch on YouTube ↗ (saves to browser)
Sign in to unlock AI tutor explanation · ⚡30

Related Reads

Up next
The Biggest AI Prompting Mistake Everyone Makes😅
SCALER
Watch →