Intro to AI Agents - 8/2/23

1. 01 What is an AI Agent?

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10. 02 Demos

11. 03 DeconstructinganAIAgent

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13. 03 ExecutionEnvironment
Someagenttoolsmaybecapableofperforming
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16. 03 ExamplePrompt
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18. 03 DeconstructinganAIAgent

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25. 04 PromptingStrategies

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39. 04 Zero-ShotvsFewShotCoT
source
Few-ShotCoT
outperformsZero-
ShotCoT.
Additionally,the
numberofsamples
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performance.

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41. CoT-SCbuildsonChain
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samplingstepfroma
diverserangeofpossible
solutionpaths.
04 SelfConsistencywithCoT
source

42. 05 AgentsasToolMakers

43. 06 AgentWrapUp

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45. 06 AgentSafetyRecommendations
6 SafeExecutionEnvironment(ieDocker
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6 RequireHuman-In-The-Loopforpotentially
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6 RestrictAgentuserpermissionsforsensitive
resources(i.e.Database
6 Restrictnetworkpermission
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47. 07 Popular Agent Frameworks/Apps
5 LangChain / LangSmit+
5 AWS Bedrock Agent
5 HuggingFace Agent
5 BabyAG/
5 GPT Enginee
5 AutoGPT

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54. Questions?