Lesson 3 of 4

Memory and context

Watch, read the card, then practise. Agent memory · Managing context

Video coming soon

The video for this lesson is being recorded.

Meanwhile, the notes below and the 60-second cards cover the same ideas.

Agent memory
Short-term memory is the current conversation; long-term memory is saved notes the agent looks up later.
Remember: Save facts, not whole conversations.
Managing context
Context management keeps the most useful information inside the model's context window as a session grows.
Remember: Every token in the window should earn its place.

Try the example in Code Lab

memory = ["prefers Hindi explanations", "weak in SQL joins"]
print([m for m in memory if "join" in m])

Lesson 3 of 4

Watch, read the card, then practise. Agent memory · Managing context

Video coming soon

The video for this lesson is being recorded.

Meanwhile, the notes below and the 60-second cards cover the same ideas.

Agent memory
Short-term memory is the current conversation; long-term memory is saved notes the agent looks up later.
Remember: Save facts, not whole conversations.
Managing context
Context management keeps the most useful information inside the model's context window as a session grows.
Remember: Every token in the window should earn its place.

memory = ["prefers Hindi explanations", "weak in SQL joins"]
print([m for m in memory if "join" in m])