Generative Agents: Retrieving the Top Memories
Beginner
The problem, from first principles
Once every memory has a score, the agent takes the top few for the current decision. Those memories are placed in the prompt, so only the most useful ones use the context window.
From theory to code
Implement top_k_memories(memories, k), returning the k best memory names.
Constraints
- Return names, not the pairs.
Hints
Hint 1
Sort the pairs by score descending, then take the names of the first k.
Keywords
research-papersagentsmemorysimulation
Python
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