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docs: run codespell on all notebooks (#736)
* run codespell on all notebooks * fix codespell
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@@ -580,7 +580,7 @@
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"source": [
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"## Conclusion\n",
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"\n",
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"Congrats on building a Reflexion actor! I'll leave you with a few observations to save you some time when choosing which parts of this agent ot adapt to your workflow:\n",
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"Congrats on building a Reflexion actor! I'll leave you with a few observations to save you some time when choosing which parts of this agent to adapt to your workflow:\n",
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"1. This agent trades off execution time for quality. It explicitly forces the agent to critique and revise the output over several steps, which usually (not always) increases the response quality but takes much longer to return a final answer\n",
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"2. The 'reflections' can be paired with additional external feedback (such as validators), to further guide the actor.\n",
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"3. In the paper, 1 environment (AlfWorld) uses external memory. It does this by storing summaries of the reflections to an external store and using them in subsequent trials/invocations."
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