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docs(work_memory): add diagram to message offload documentation
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@ -31,6 +31,10 @@ When an agent executes complex tasks, it relies on maintaining conversation hist
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**Example: Web Research Agent**
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<p align="center">
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<img src="../_static/figure/working_memory_intro.png" alt="" width="60%">
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</p>
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Imagine an agent performing research across multiple sources:
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```
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Iteration 1: web_search("AI context management") → 3,500 tokens
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