Skip to main content

Command Palette

Search for a command to run...

πŸͺŸ Context Window Explained Like You're 5

Published
β€’1 min read
S

Building AI systems and writing about how they actually work. Master of AI @ University of Technology Sydney. Previously B.Tech CS with focus on IoT. I believe the best way to learn is to explain. That's why I'm documenting tech concepts with simple analogies (@sreekarreddy.com). AWS Certified β€’ Azure AI Certified β€’ Neo4j Professional β€’ Google Data Analytics When not coding: exploring Sydney, working on side projects, and teaching tech to anyone who'll listen.

How much an AI can remember at once

Day 55 of 149

πŸ‘‰ Full deep-dive with code examples


The Desk Size

You're studying with notes spread out.

Small desk β†’ Often just a few pages visible Big desk β†’ See everything at once!

Context window = AI's desk size!


What It Means

Context window = how many tokens AI can see at once

Your conversation:
[System prompt] + [Previous messages] + [Your question] + [Response]
                          ↑
            All need to fit within the context window.

If it doesn't fit, old messages get "forgotten"!


Size Matters

Different models support different context-window sizes.

Bigger window = the model can keep track of more of the conversation.


What Happens When Full?

Conversation too long?

  • Oldest messages drop off
  • AI "forgets" early context
  • Might repeat itself or lose track

That's why sometimes AI forgets what you said earlier!


Workarounds

  • Summarize long context
  • Use RAG (fetch mostly relevant info)
  • Choose models with bigger windows

In One Sentence

Context window is the maximum amount of text an AI can consider at once, including your entire conversation.


πŸ”— Enjoying these? Follow for daily ELI5 explanations!

Making complex tech concepts simple, one day at a time.

More from this blog

esreekarreddy

132 posts