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AutoGen: Multi-Agent Conversational AI Framework

Build powerful LLM-based multi-agent systems with AutoGen—design, orchestrate, and deploy autonomous agents that talk, think, and solve problems.
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Course Duration: 10 Hours
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AutoGen – Multi-Agent Conversational AI Framework – Online Course
 
AutoGen: Multi-Agent Conversational AI Framework is an advanced, self-paced online course tailored for AI engineers, researchers, and developers aiming to master the creation of multi-agent LLM ecosystems. Built by Microsoft Research, AutoGen is a Python-based framework that facilitates conversational orchestration of LLM agents, enabling collaborative reasoning, self-correction, tool use, and goal-oriented task execution.
 
This course offers the practical foundations, architectural understanding, and hands-on skills to build agent-to-agent workflows that mimic human-like dialogue, teamwork, and iterative problem-solving.
 
 
 
Course Introduction
As LLMs evolve beyond one-shot prompts and simple chats, the future lies in autonomous agents that communicate and collaborate to solve complex problems. AutoGen is a next-gen framework that enables just that—letting multiple agents, each with unique roles, memory, and capabilities, talk to one another, reason step by step, and make decisions.
 
With AutoGen, you can prototype use cases like code reviewers, researcher-bots, autonomous debugging agents, data analysts, and document analyzers that work together—often outperforming single-agent solutions.
 
What is AutoGen?
AutoGen is an open-source multi-agent framework that enables dynamic conversations between agents powered by LLMs. Each agent can act as a role-specific persona (e.g., Python coder, QA tester, planner), with memory, tool access, and response logic. AutoGen makes it easy to define inter-agent workflows, execute multi-turn reasoning, invoke tools, and even include humans in the loop.
 
How to Use This Course
To make the most of this course:
  • Start with single-agent examples, then progress to multi-agent setups.
  • Follow the hands-on labs and real projects, designing custom agents with memory and planning logic.
  • Debug workflows using trace logs, agent logs, and conversational state diagrams.
  • Use integrations with OpenAI, Azure OpenAI, and local models for flexibility.
  • Explore advanced use cases including autonomous debugging and team-based research agents.
By the end, you’ll be able to design your own ecosystem of AI agents that can perform cooperative, robust, and scalable tasks in various domains.

Course/Topic 1 - Coming Soon

  • The videos for this course are being recorded freshly and should be available in a few days. Please contact info@uplatz.com to know the exact date of the release of this course.

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Course Objectives Back to Top
By the end of this course, you will be able to:
 
  1. Understand the architecture and design principles behind AutoGen.
  2. Define and configure intelligent agents with roles, memory, and behavior.
  3. Build multi-agent systems capable of collaborative problem solving.
  4. Orchestrate agent conversations using conversation graphs.
  5. Integrate external tools, APIs, and user feedback in agent flows.
  6. Implement human-in-the-loop workflows using AutoGen’s UI agents.
  7. Deploy AutoGen applications with OpenAI, Azure, or local LLMs.
  8. Debug and monitor agent conversations using tracing and logs.
  9. Apply multi-agent logic to real-world scenarios like code review or research bots.
  10. Follow best practices in safety, prompt chaining, and agent alignment.
Course Syllabus Back to Top
Course Syllabus
 
Module 1: Introduction to AutoGen
  • What is AutoGen?
  • Single-agent vs multi-agent LLM design
  • Core use cases and system architecture
Module 2: Installing and Exploring AutoGen
  • Setting up AutoGen (local + cloud)
  • Required packages and LLM providers
  • Anatomy of an agent conversation
Module 3: Creating Your First Agent
  • Basic agent definition and configuration
  • Roles, objectives, and memory
  • Running simple agent tasks
Module 4: Building a Multi-Agent System
  • Creating multiple agents with different personas
  • Defining goals, stopping criteria, and interactions
  • Structuring inter-agent dialogues
Module 5: Tools and Function Calling
  • Built-in tool use and plugin system
  • Invoking Python functions from agents
  • Calling APIs and processing outputs
Module 6: Conversation Orchestration
  • Role assignment and message flow
  • Using GroupChat and AutoGen’s controller
  • Conditional task switching
Module 7: Human-Agent Collaboration
  • Introducing HumanProxyAgent
  • Taking user input in a conversation loop
  • Real-time interaction and override
Module 8: Tracing, Debugging & Logs
  • Using observe functions to track messages
  • Conversation history and performance
  • Visualizing the chat flow
Modules 9–11: Real Projects
  • Project 1: Multi-Agent Code Debugger (Dev + Tester)
  • Project 2: Research Assistant Team (Planner + Researcher + Writer)
  • Project 3: Autonomous Data Pipeline Builder
Module 12: Deploying AutoGen Systems
  • Running on cloud VMs or containers
  • Using AutoGen with streamlit or Gradio
  • Scheduling agent runs via APIs
Module 13: Agent Safety, Prompt Design, and Evaluation
  • Guardrails for autonomous reasoning
  • Prompt templates and behavior shaping
  • Metrics for evaluating agent collaboration
Module 14: AutoGen Interview Questions & Answers
Certification Back to Top

Upon successful completion of the AutoGen: Multi-Agent Conversational AI Framework course, learners will receive a Certificate of Completion from Uplatz, verifying their expertise in developing multi-agent LLM systems using AutoGen. The certification demonstrates advanced skills in AI orchestration, cooperative agent design, prompt engineering, and real-world LLM application architecture. It is ideal for AI engineers, researchers, automation experts, and innovators exploring the future of intelligent agents.

Career & Jobs Back to Top
AutoGen represents the cutting edge of autonomous AI agent design. As companies and researchers seek to create scalable, explainable, and capable AI systems, professionals who can design and manage multi-agent LLM frameworks are increasingly valuable.
 
This course opens the door to roles such as:
  • Multi-Agent Systems Engineer
  • AI Orchestration Developer
  • LLM Research Engineer
  • Conversational AI Architect
  • Applied AI Scientist
  • Prompt and Agent Designer
Opportunities exist in AI startups, research labs, enterprise R&D, dev tooling companies, and autonomous software ventures. With AutoGen skills, you’ll be positioned to shape the next era of AI-driven automation and team-based intelligence systems.
Interview Questions Back to Top
1. What is AutoGen and how does it differ from other LLM frameworks?
AutoGen is a multi-agent orchestration framework from Microsoft that allows agents to talk to each other using natural language and complete tasks collaboratively, unlike single-agent prompt frameworks.
 
2. How are agents defined in AutoGen?
Each agent is a Python class with specific configurations like name, system message, LLM model, memory, and behavior callbacks.
 
3. What are some use cases for AutoGen?
Code debugging, research collaboration, document summarization, autonomous planning, and developer team simulations are common use cases.
 
4. What is GroupChat in AutoGen?
GroupChat enables structured conversations between multiple agents, controlling who talks when and how the chat progresses based on logic.
 
5. Can AutoGen integrate human feedback in loops?
Yes, using the HumanProxyAgent, you can integrate real-time human input as part of the agent conversation or decision-making process.
 
6. How does tool calling work in AutoGen?
Agents can invoke Python functions or external APIs when equipped with tool access, enabling them to retrieve data or perform actions during reasoning.
 
7. What LLMs can you use with AutoGen?
AutoGen supports OpenAI, Azure OpenAI, Hugging Face, and local models like Llama via LangChain or direct API integration.
 
8. How do you monitor agent conversations in AutoGen?
You can observe and log messages using callback hooks, trace message history, and analyze inter-agent communication using built-in utilities.
 
9. What are challenges in designing multi-agent systems?
Controlling message flow, avoiding infinite loops, defining clear roles, and handling failure cases are key design challenges.
 
10. How do you evaluate agent performance in AutoGen?
Using feedback functions, conversation length, goal completion rates, and log inspection, you can evaluate the success and efficiency of agent tasks.
Course Quiz Back to Top
Start Quiz
Q1. What are the payment options?
A1. We have multiple payment options: 1) Book your course on our webiste by clicking on Buy this course button on top right of this course page 2) Pay via Invoice using any credit or debit card 3) Pay to our UK or India bank account 4) If your HR or employer is making the payment, then we can send them an invoice to pay.

Q2. Will I get certificate?
A2. Yes, you will receive course completion certificate from Uplatz confirming that you have completed this course with Uplatz. Once you complete your learning please submit this for to request for your certificate https://training.uplatz.com/certificate-request.php

Q3. How long is the course access?
A3. All our video courses comes with lifetime access. Once you purchase a video course with Uplatz you have lifetime access to the course i.e. forever. You can access your course any time via our website and/or mobile app and learn at your own convenience.

Q4. Are the videos downloadable?
A4. Video courses cannot be downloaded, but you have lifetime access to any video course you purchase on our website. You will be able to play the videos on our our website and mobile app.

Q5. Do you take exam? Do I need to pass exam? How to book exam?
A5. We do not take exam as part of the our training programs whether it is video course or live online class. These courses are professional courses and are offered to upskill and move on in the career ladder. However if there is an associated exam to the subject you are learning with us then you need to contact the relevant examination authority for booking your exam.

Q6. Can I get study material with the course?
A6. The study material might or might not be available for this course. Please note that though we strive to provide you the best materials but we cannot guarantee the exact study material that is mentioned anywhere within the lecture videos. Please submit study material request using the form https://training.uplatz.com/study-material-request.php

Q7. What is your refund policy?
A7. Please refer to our Refund policy mentioned on our website, here is the link to Uplatz refund policy https://training.uplatz.com/refund-and-cancellation-policy.php

Q8. Do you provide any discounts?
A8. We run promotions and discounts from time to time, we suggest you to register on our website so you can receive our emails related to promotions and offers.

Q9. What are overview courses?
A9. Overview courses are 1-2 hours short to help you decide if you want to go for the full course on that particular subject. Uplatz overview courses are either free or minimally charged such as GBP 1 / USD 2 / EUR 2 / INR 100

Q10. What are individual courses?
A10. Individual courses are simply our video courses available on Uplatz website and app across more than 300 technologies. Each course varies in duration from 5 hours uptop 150 hours. Check all our courses here https://training.uplatz.com/online-it-courses.php?search=individual

Q11. What are bundle courses?
A11. Bundle courses offered by Uplatz are combo of 2 or more video courses. We have Bundle up the similar technologies together in Bundles so offer you better value in pricing and give you an enhaced learning experience. Check all Bundle courses here https://training.uplatz.com/online-it-courses.php?search=bundle

Q12. What are Career Path programs?
A12. Career Path programs are our comprehensive learning package of video course. These are combined in a way by keeping in mind the career you would like to aim after doing career path program. Career path programs ranges from 100 hours to 600 hours and covers wide variety of courses for you to become an expert on those technologies. Check all Career Path Programs here https://training.uplatz.com/online-it-courses.php?career_path_courses=done

Q13. What are Learning Path programs?
A13. Learning Path programs are dedicated courses designed by SAP professionals to start and enhance their career in an SAP domain. It covers from basic to advance level of all courses across each business function. These programs are available across SAP finance, SAP Logistics, SAP HR, SAP succcessfactors, SAP Technical, SAP Sales, SAP S/4HANA and many more Check all Learning path here https://training.uplatz.com/online-it-courses.php?learning_path_courses=done

Q14. What are Premium Career tracks?
A14. Premium Career tracks are programs consisting of video courses that lead to skills required by C-suite executives such as CEO, CTO, CFO, and so on. These programs will help you gain knowledge and acumen to become a senior management executive.

Q15. How unlimited subscription works?
A15. Uplatz offers 2 types of unlimited subscription, Monthly and Yearly. Our monthly subscription give you unlimited access to our more than 300 video courses with 6000 hours of learning content. The plan renews each month. Minimum committment is for 1 year, you can cancel anytime after 1 year of enrolment. Our yearly subscription gives you unlimited access to our more than 300 video courses with 6000 hours of learning content. The plan renews every year. Minimum committment is for 1 year, you can cancel the plan anytime after 1 year. Check our monthly and yearly subscription here https://training.uplatz.com/online-it-courses.php?search=subscription

Q16. Do you provide software access with video course?
A16. Software access can be purchased seperately at an additional cost. The cost varies from course to course but is generally in between GBP 20 to GBP 40 per month.

Q17. Does your course guarantee a job?
A17. Our course is designed to provide you with a solid foundation in the subject and equip you with valuable skills. While the course is a significant step toward your career goals, its important to note that the job market can vary, and some positions might require additional certifications or experience. Remember that the job landscape is constantly evolving. We encourage you to continue learning and stay updated on industry trends even after completing the course. Many successful professionals combine formal education with ongoing self-improvement to excel in their careers. We are here to support you in your journey!

Q18. Do you provide placement services?
A18. While our course is designed to provide you with a comprehensive understanding of the subject, we currently do not offer placement services as part of the course package. Our main focus is on delivering high-quality education and equipping you with essential skills in this field. However, we understand that finding job opportunities is a crucial aspect of your career journey. We recommend exploring various avenues to enhance your job search:
a) Career Counseling: Seek guidance from career counselors who can provide personalized advice and help you tailor your job search strategy.
b) Networking: Attend industry events, workshops, and conferences to build connections with professionals in your field. Networking can often lead to job referrals and valuable insights.
c) Online Professional Network: Leverage platforms like LinkedIn, a reputable online professional network, to explore job opportunities that resonate with your skills and interests.
d) Online Job Platforms: Investigate prominent online job platforms in your region and submit applications for suitable positions considering both your prior experience and the newly acquired knowledge. e.g in UK the major job platforms are Reed, Indeed, CV library, Total Jobs, Linkedin.
While we may not offer placement services, we are here to support you in other ways. If you have any questions about the industry, job search strategies, or interview preparation, please dont hesitate to reach out. Remember that taking an active role in your job search process can lead to valuable experiences and opportunities.

Q19. How do I enrol in Uplatz video courses?
A19. To enroll, click on "Buy This Course," You will see this option at the top of the page.
a) Choose your payment method.
b) Stripe for any Credit or debit card from anywhere in the world.
c) PayPal for payments via PayPal account.
d) Choose PayUmoney if you are based in India.
e) Start learning: After payment, your course will be added to your profile in the student dashboard under "Video Courses".

Q20. How do I access my course after payment?
A20. Once you have made the payment on our website, you can access your course by clicking on the "My Courses" option in the main menu or by navigating to your profile, then the student dashboard, and finally selecting "Video Courses".

Q21. Can I get help from a tutor if I have doubts while learning from a video course?
A21. Tutor support is not available for our video course. If you believe you require assistance from a tutor, we recommend considering our live class option. Please contact our team for the most up-to-date availability. The pricing for live classes typically begins at USD 999 and may vary.
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