Design by numbers, on Mr. Maeda's Cozy AI Kitchen
In this episode of the Cozy AI Kitchen, we dive deep into the flavorful world of semantic code and embeddings—the long-grained vectors just like your grandma used to make.
Chapters:
00:00 - Intro: Semantic Code vs. Embeddings
00:17 - What is Semantic Code?
00:58 - Throwback: Design by Numbers (1999)
02:42 - Drawing with Code: Paper, Pen, and Forever
03:52 - From Processing to p5.js
04:48 - Visualizing Embeddings
05:55 - Embeddings in Action: Similarity Search
06:41 - Agents as Spreadsheets
07:01 - The Semantic Spreadsheet Demo
08:02 - Semantic Eyedropper Tool
09:12 - Final Thoughts: A World of Words
What You'll Learn:
What semantic code and embeddings are—and why they matter
How to visualize and interact with embedding spaces
How semantic spreadsheets and AI-powered cells work
Resources:
More info: https://msft.it/6054SFX0r
All Cozy AI Kitchen episodes: https://msft.it/6055SFX0T
Cozy AI Kitchen repo: https://msft.it/6056SFX0p
Semantic Kernel Repo: https://msft.it/6057SFX0V
Continue learning with the AI Learning Hub: https://msft.it/6058SFX0n
John on LinkedIn: https://msft.it/6059SFX0X
John on X: https://msft.it/6050SFX0k
🏷️ Tags & Keywords
#SemanticCode, #Embeddings, #AzureOpenAI, #p5js, #Processing, #AIPoweredSpreadsheet, #LLM, #GenerativeAI, #MicrosoftDeveloper, #CozyAIKitchen, #Coding, #AIVisualization, #Developers, #SoftwareDevelopment
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Related AI Lessons
Chapters (11)
Intro: Semantic Code vs. Embeddings
0:17
What is Semantic Code?
0:58
Throwback: Design by Numbers (1999)
2:42
Drawing with Code: Paper, Pen, and Forever
3:52
From Processing to p5.js
4:48
Visualizing Embeddings
5:55
Embeddings in Action: Similarity Search
6:41
Agents as Spreadsheets
7:01
The Semantic Spreadsheet Demo
8:02
Semantic Eyedropper Tool
9:12
Final Thoughts: A World of Words
🎓
Tutor Explanation
DeepCamp AI