Building AI Agents & Agentic AI System via Microsoft Autogen
140 lectures38h 54m total11 articlesSubtitles & transcript search16 sections
Full lifetime access · picks up where you left off
Curriculum
16 sections · 151 lectures
01Introduction1 · 3m
02Installation Of Anaconda And VS Code Editor IDE3 · 28m
- Installation Of Anaconda And VS Code Editor11:35
- Creating Virtual Environments Using Conda5:59
- Creating Virtual Environments Using UV Package Manager10:49
03Python Prerequisites36 · 10h 4m
- Getting Started With VS Code10:37
- Python Basics- Syntax And Semantics20:18
- Variables In Python18:55
- Basic Datatypes In Python9:53
- Operators In Python16:17
- Conditional Statements(if,elif,else)21:03
- Loops In Python28:03
- List and List Comprehension In Python37:08
- Practical Examples of List9:51
- Sets In Python21:05
- Dictionaries In Python38:19
- Tuples In Python22:35
- Getting Started With Functions24:22
- More Coding Examples With Functions28:03
- Python Lambda Function9:45
- Maps functions Python11:09
- Filter Functions In Python9:01
- Import Modules And Package In Python17:07
- Standard Library Overview17:44
- File Operation In Python17:08
- Working With File Paths8:44
- Exception Handling25:00
- Class And Objects In Python22:56
- Inheritance In OOPS19:01
- Polymorphism in OOPS19:09
- Encapsulations In OOPS22:12
- Abstraction In OOPS9:09
- Magic Methods In Python8:04
- Operator Overloading In Python8:32
- Custom Excpetion Handling7:06
- Iterators In Python6:26
- Generators In Python11:07
- Function Copy,closures and Decorators21:15
- Logging Practical Implementation In Python14:38
- Logging With Multiple Loggers4:40
- Logging With A Real World Examples7:44
04Getting Started With Pydantic3 · 36m
- Introduction To Pydantic14:08
- Pydantic Practical Implementation21:43
- GETTING STARTED WITH PYDANTIC
05Autogen Resources1 · 0m
- Resources
06Getting Started With Microsoft Autogen13 · 2h 18m
- What is Agentic AI19:35
- Autogen Introduction9:23
- Autogen v0.4 & the AG2 split10:01
- Setting up Microsoft Autogen in VSCode9:50
- Configuring Open AI Env Key8:13
- Configuring More Model for First Agent9:43
- First Autogen Agent18:57
- Autogen Architecture19:43
- Autogen vs Langchain8:31
- Autogen vs CrewAI8:04
- Microsoft Autogen vs Microsoft Semantic Kernel7:46
- Autogen vs LlamaIndex8:36
- GETTING STARTED WITH MICROSOFT AUTOGEN
07Building & Configuring our Autogen Agent14 · 3h 9m
- Async Functionality in Python21:08
- Async Functionality In Python - Practical20:37
- Introduction To Agent Chat API8:37
- AgentChat First Agent13:15
- Configuring LLMs ( OpenAI Gemini)13:39
- Configuring LLM on Agent - Local LLMs19:22
- Configuring LLM on Agent - OpenRouter ( Free API Key)14:29
- Agent Customization & Prompt Engineering13:14
- Tools for Autogen Agents11:13
- Messages in Autogen - Text Message12:36
- MultiModal Messages - Image and Text7:59
- Running and Observing Agents19:57
- Structure Output via Autogen13:01
- BUILDING & CONFIGURING OUR AUTOGEN AGENT
08Teams in Microsoft Autogen12 · 2h 48m
- Understanding Multi-Agent Collaboration in AutoGen11:22
- Practical Multi-Agent Collaboration in AutoGen32:26
- Observing Teams in Autogen12:13
- Team Operation in Autogen19:42
- Termination In Microsoft Autogen25:03
- External Termination & Stop Operation on Team9:10
- Team Operation - Aborting a Team9:26
- Single Agent Team in Autogen12:07
- Managing State Saving and Loading Agents12:18
- Managing State of Teams12:22
- Loading Team State from a file12:14
- TEAMS IN MICROSOFT AUTOGEN
09Advanced Interaction with Autogen8 · 2h 11m
- Human in the Loop Feedback during a run25:55
- Providing Feedback in the Next Run9:49
- Providing Feedback in next Run-Max Turns20:34
- Providing Feedback in next Run-Termination condition14:38
- Feedback After Run Handoff Termination16:51
- Tools in Autogen14:50
- Types of Tools in Autogen28:20
- ADVANCED INTERACTION WITH AUTOGEN
10Autogen Studio9 · 1h 46m
- Overview15:11
- Autogen Studio - Overview and Installation6:30
- Autogen Studio - UI and Component Overview20:37
- Autogen Components Explained - Handwritten Notes24:39
- Autogen Studio - Round Robin and Selector Group chat13:03
- Autogen Studio - Web & Deep Search Team9:56
- Autogen Studio - Integrating Local LLM via LM Studio7:08
- Autogen Studio - FAQs & JSON team8:38
- AUTOGEN STUDIO
11Autogen Projects5 · 1h 47m
- Project 1 - AI Interviewer with Microsoft Autogen36:35
- Basic Modularization of Project - AI Interviewer with Microsoft Autogen19:57
- Project Structure for Agentic AI - Part 1 - Vacation Planner24:09
- Project Structure for Agentic AI - Part 2 - Vacation Planner26:32
- AUTOGEN PROJECTS
12Project - 3 Writing DSA Solver using Autogen9 · 2h 40m
- Project Intro37:12
- Problem Statement & Design4:28
- Writing Code Executor Agent16:33
- Problem Solver Agent20:43
- Handling Message Types8:43
- Structurization of Code31:30
- Adding Frontend support to Team15:55
- Enhancing Frontend25:00
- PROJECT - 3 WRITING DSA SOLVER USING AUTOGEN
13Advance Concepts in Autogen12 · 3h 48m
- Selector GroupChat Introduction15:02
- SelectorGroupChat - Defining Agents and Workflow26:32
- Selector Group Chat - Team Implementation37:15
- Custom Selector Agent18:23
- Serializing Component20:42
- Swarm in Autogen9:19
- Swarm Team Implementation - Mini Project36:09
- GraphFlow in Autogen22:47
- Graphflow - Digraph Builder6:28
- Graphflow - Parallel Flow17:09
- Memory in Autogen17:53
- ADVANCE CONCEPTS IN AUTOGEN
14Project 5 (Advanced) - Analyzer GPT8 · 2h 35m
- Analyser GPT - Intro & Project Structure9:39
- Docker & Code Executor Agent33:28
- Data Analyzer Agent10:31
- Defining Team9:34
- Running Team41:47
- FrontEnd for Analyser GPT30:49
- Adding Chat & Context Functionality in FE & Model19:18
- PROJECT 5 (ADVANCED) - ANALYZER GPT
15Crash Course12 · 3h 54m
- Part 1 - Installation16:46
- Part 2 - Defining the First Agent10:21
- Part 3 - Autogen Architecture9:45
- Part 4 - Agent in Autogen19:42
- Part 5 - Configuring Model16:07
- Part 6 - Multimodal Input16:31
- Part 7 - Teams in Autogen32:13
- Part 8 - Termination Condition20:52
- Part 9 - Human in the Loop21:11
- Part 10 - Tools30:24
- Part 11 - Autogen Studio18:10
- Part 12 - Project22:26
16Model Context Protocol5 · 46m
- MCP - Application & Idea10:10
- MCP as a Solution8:37
- MCP Architecture Overview5:19
- Before and After MCP9:33
- MCP Practical12:23