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Decks in this class (43)
What is Agentic AI?
What is agentic ai 1,
What does agency mean in the cont...,
How does agentic ai differ from t...
36
cards
Flipped Interaction Pattern
What is the flipped interaction p...,
Why is the flipped interaction pa...,
In flipped interaction who initia...
43
cards
The Agent Loop
What is an agent loop 1,
Why build an agent loop 2,
Who kicks off the agent loop 3
54
cards
AI Agent Tooling
What is google colab 1,
What is the main role of google c...,
How is google colab like a metaph...
35
cards
Agent Loop Lifecycle
What is the first step in the age...,
What happens after the task is gi...,
What is the ai model s role in th...
19
cards
Agentic AI Stack
What is at the top of the agentic...,
What is google colab s role in th...,
What does python do in the agenti...
25
cards
How an Agent Chooses and Executes Actions
What is the first step in the age...,
What does the agent do after rece...,
What is the context in an agent l...
29
cards
Inside the Agent's Brain
What is the first internal step t...,
What does comprehend the goal mean 2,
After understanding the goal what...
24
cards
Sending Prompts Programmatically & Managing Memory
What is programmatic prompting 1,
Why is programmatic prompting imp...,
What is the difference between ma...
41
cards
Agent Exercise
What was the goal of the base64 e...,
What is base64 2,
Why does base64 matter for agenti...
10
cards
Sending Prompts Programmatically & Managing Memory
What is the purpose of the system...,
Why are system messages more impo...,
What does the user message repres...
23
cards
Adding Structure to AI Agent Outputs
Why is consistent output format i...,
Why can t ai agents act directly ...,
What is the environment in agent ...
17
cards
Building Your First Agent
What is the agent loop 1,
Why is the agent loop essential 2,
What does construct prompt mean i...
30
cards
GAIL - Goals, Actions, Information, Language
What problem does gail address in...,
What does gail stand for 2,
In gail what are goals instructio...
41
cards
Giving Agents Tools
What is the main purpose of givin...,
Why shouldn t agents dream up any...,
In the agentic ai context what is...
26
cards
Agent_Tool Descriptions, Results, + Agent Feedback
Why can t we rely on tool names a...,
What happens when a tool name is ...,
What is the danger of ambiguous t...
29
cards
Simplifying the AI Agent Loop with Function Calling
What problem does function callin...,
Why was manual parsing difficult ...,
What does function calling guaran...
20
cards
Agent Tool Design Best Practices
Why is tool design important for ...,
What is the ideal style of tools ...,
Why are generic tools harder for ...
20
cards
Prompts as Computation
What is the big idea behind promp...,
Why does treating prompts as comp...,
What makes llm generated fake dat...
10
cards
Self-Prompting & Clean Separation of AI Agent Reasoning
What is the main problem when you...,
What is clean architecture in an ...,
What is self prompting 3
10
cards
Bridging Computer Tools & Unstructured Data with Prompting - the AI Shim
What fundamental problem do ai ag...,
What is an ai shim 2,
Why can t apis handle unstructure...
10
cards
AI Agent Structured Data Extraction
What problem does structured data...,
What is self prompting in the con...,
What does prompt llmfor_json do 3
10
cards
An Invoice Processing Agent
What is the core purpose of the e...,
Why does the invoice extractor us...,
What is the role of the store_inv...
12
cards
The Persona Pattern and Reasoning
Personas are an efficient programming abstraction
8
cards
The Persona Pattern
What is the persona pattern 1,
What problem does the persona pat...,
Why is the persona pattern so pow...
10
cards
Simple Multi-Agent Systems with Personas
What is the core idea behind usin...,
Why is this similar to a multi ag...,
Why isn t this a full multi agent...
10
cards
Prompting for Expertise with the Persona Pattern
What is the purpose of the prompt...,
Why do we describe the expert s b...,
What is the major advantage of pe...
10
cards
The Persona as an Agent Building Block
What is the persona pattern in ag...,
Why is the persona pattern consid...,
What does invoking a persona acti...
20
cards
A Complete Persona Pattern Example
What two new expert tasks are add...,
Why use expert tools instead of h...,
What does the categorize_expendit...
25
cards
The Document-as-Implementation Pattern
What is the document as implement...,
In traditional systems what usual...,
What is translation loss in polic...
45
cards
The MATE Design Principles for AI Agents
What does mate stand for in ai ag...,
What is the goal of the mate prin...,
What does model efficiency mean i...
45
cards
MATE Design
What does mate stand for in this ...,
What is the chess checkmate analo...,
What is the main purpose of the m...
54
cards
Environmental Safety for AI Agents
What is environmental safety for ...,
Why is environmental safety neces...,
What is the calendar coordination...
66
cards
Multi-Agent Systems Intro
Why do agents often perform bette...,
What problem motivates multi agen...,
What is a multi agent system in t...
41
cards
A call_agent Tool
What problem does the call_agent ...,
Why expose call another agent as ...,
What is the core input to call_ag...
59
cards
Agent Interaction & Memory
What is the human analogy used to...,
What is the simplest form of agen...,
In message passing what is the me...
42
cards
Memory Interaction Patterns in Multi-Agent Systems
What is the core idea of memory i...,
Why does memory interaction drama...,
What is the simplest memory inter...
39
cards
Removing Noise: Focusing Agent Attention
Why can t a task message between ...,
What common token asymmetry matte...,
Why does output token asymmetry c...
16
cards
Selective Memory Sharing
What problem does selective memor...,
What is the core idea of selectiv...,
How is selective memory sharing d...
20
cards
Providing Agentic AI Information About the World
Why do people overestimate what g...,
What is the day one intern analog...,
What s the core requirement for a...
15
cards
Isolating Agents from Accidental Complexity
What is the main goal of this lec...,
What is accidental complexity in ...,
Why is forcing structured outputs...
16
cards
Clean AI Tools with Dependency Injection
What problem does the actionconte...,
Why is import the agent to access...,
What is dependency injection in t...
14
cards
Clean Tool Dependency Injection with the Environment
Why shouldn t every tool automati...,
What is the main goal of selectiv...,
Why is agent managed dependency i...
15
cards
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Agentic AI
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