AI / CrewAI Interview Questions

What is Long-Term Memory in CrewAI?

Long-Term Memory persists information across separate crew runs, letting agents carry forward lessons or facts learned in one execution into future ones.

Unlike Short-Term and Entity memory, Long-Term Memory does not use an embedder, so it isn't configured with embedding settings
Automatically initialized alongside Short-Term and Entity memory when memory=True is set
Useful for crews that run repeatedly over time and benefit from remembering past outcomes

This is what separates a crew that improves or stays consistent across many runs from one that starts completely fresh every single time.

Take quiz

Does Long-Term Memory use an embedder configuration? Yes, always

✗ Try again if not.

No, it does not use one

✓ Correct! Well done.

What does Long-Term Memory let a crew do across separate runs? Carry forward facts or lessons learned

✓ Correct! Well done.

Forget everything immediately every run

✗ Try again if not.

Disable all other memory types

✗ Try again if not.

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CrewAI Interview Questions II

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AI / CrewAI Interview Questions

What is Long-Term Memory in CrewAI?

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