AI for Everyone - How AI Models Actually Work
You want to design an AI chatbot that remembers the last 500 tokens of conversation. The model has a context window of 300 tokens. What is a good approach?
You want to design an AI chatbot that remembers the last 500 tokens of conversation. The model has a context window of 300 tokens. What is a good approach?
hard📝 Application Q15 of 15
Step-by-Step Solution
Solution:
Step 1: Understand context window limits and memory needs
The AI can only consider up to its context window tokens at once, here 300 tokens, but you want to remember 500 tokens.Step 2: Find solution to match memory with context window
To remember 500 tokens, the context window must be at least 500 tokens; increasing it is the correct approach.Final Answer:
Increase the context window to 500 tokens or more -> Option CQuick Check:
Context window must fit tokens to remember [OK]
Quick Trick: Context window must be large enough to hold all tokens [OK]
Common Mistakes:
- Sending more tokens than context window allows
- Trying to send multiple chunks at once
- Ignoring context window limits
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