Koenig Original Guaranteed-to-Run

Agentic AI: LangGraph, LlamaIndex & AutoGen

The Workshop on Agentic AI Systems by Koenig Original equips AI engineers, data scientists, and software developers with hands-on skills to design autonomous, decision-making AI agents using LangChain, AutoGen, and open-source LLMs. It solves the growing industry challenge of building reliable, enterprise-grade AI systems amid rising demand—72 professionals have already been trained, reflecting increasing employer need for agentic automation in workflows.

This course prepares learners for advanced implementation in generative AI roles with Koenig’s Guaranteed-to-Run live training and 30-day lab access. Participants gain practical expertise in multi-agent collaboration, Agentic RAG, and safety governance, enabling deployment of scalable, responsible AI solutions in real-world business environments.

40 Hours (5 Days)
Live Online / Classroom
0+ professionals trained

Training Formats & Pricing

1-on-1 USD 2,150
Dedicated instructor, your schedule Fastest
Public Batch USD 1,700
Group class, fixed schedule Most Popular
Self-Paced On Request
Recorded sessions, learn anytime Best Value

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Course Overview

The Workshop on Agentic AI Systems by Koenig Original is a comprehensive 48-hour training program designed for AI engineers, machine learning developers, and data scientists seeking to master autonomous AI technologies. While not tied to a specific certification exam, this course equips professionals with practical skills in building intelligent, self-directed systems using generative AI models. It serves roles such as AI Research Scientist, Autonomous Systems Developer, and Intelligent Process Automation Engineer. With over 72 professionals already trained and enterprises increasingly adopting agentic architectures—Gartner predicts that by 2026, more than 50% of enterprises will shift from piloting to operationalizing AI agents—this course meets a growing industry demand for expertise in autonomous decision-making systems.

Participants engage with cutting-edge tools including LangChain, AutoGen, Hugging Face Transformers, Llama 2, Stable-Baselines3, and MLflow within hands-on lab environments. The course features real-world projects such as building a Research Analyst Assistant with self-verification capabilities, creating multi-agent collaboration systems using AutoGen, and developing task-specific chatbots integrated with Gradio or Streamlit interfaces. Students work directly with open-source large language models (LLMs) like Bloom, Falcon, and Mixtral, and implement Agentic RAG pipelines using vector databases such as Chroma, Pinecone, and Weaviate. These labs simulate enterprise scenarios including customer support automation, inventory management via vision-based agents, and secure deployment workflows on Azure Cloud, ensuring practical readiness.

This Koenig Original course prepares learners for advanced roles in the rapidly expanding field of Agentic AI, where certified professionals report salary increases of up to 35% according to internal placement data. As part of Koenig’s Guaranteed-to-Run program, it offers flexible learning modes—1-on-1, public, or self-paced—with access to official e-courseware and expert instructors. Graduates gain a recognized course completion certificate and are equipped to design production-grade AI agents capable of reasoning, tool use, and autonomous execution. By mastering frameworks like LangGraph and Model Context Protocol, attendees position themselves at the forefront of next-generation AI innovation, ready to lead transformative projects in AI-driven automation and intelligent system design.

What You'll Learn

Design advanced Agentic AI systems with Koenig Original frameworks, enabling smarter automation
Implement ReAct agents that combine reasoning and action loops for enhanced decision-making
Coordinate multi-agent collaboration efficiently using LangGraph and AutoGen technologies
Construct Agentic RAG pipelines with vector databases to improve data retrieval and processing
Develop intelligent chatbots with Llama-2 and Groq on Koenig platforms for better user engagement
Secure Agentic AI workflows using Koenig Original governance models to ensure compliance and safety

Prerequisites

Recommended knowledge before taking this course
  • Proficiency in Python programming, essential for developing advanced AI solutions in the Workshop on Agentic AI Systems by Koenig Original
  • Experience with virtual environments, pip/conda, and notebook setups to streamline AI development workflows
  • Fundamental knowledge of Large Language Models (LLMs), prompt engineering, embeddings, and vector databases to enhance AI system capabilities
  • Hands-on experience with APIs such as OpenAI, Groq, Gemini, or local LLMs to integrate cutting-edge AI services
  • Understanding of frameworks like LangChain, LangGraph, or AutoGen for designing complex agent workflows
  • Practical skills in retrieval-augmented generation (RAG) pipelines and vector databases such as Chroma, Pinecone, or Weaviate to improve AI performance
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Certification Exam

Everything you need to know about the Agentic AI: LangGraph, LlamaIndex & AutoGen certification exam

Exam Details
Exam Name
Format
Multiple choice, labs & case studies
Questions
Duration
Passing Score
Validity
Retake Policy
Not applicable
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Agentic AI: LangGraph, LlamaIndex & AutoGen

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Course Curriculum

Structured learning with hands-on labs and real-world scenarios

1
Day 1– Mastering Agentic AI Fundamentals
Defining Agentic AI systems Evolution: Rules to Generative to Agentic AI Core characteristics of Agentic AI systems Comparing Generative AI and Agentic AI Enterprise use cases and business applications Managing hallucinations and tool reliability Governance, security, and access control Responsible AI frameworks and safety guardrails
2
Day 2– Architecting Robust Agentic AI Systems
Reflex Agents technical overview Implementing ReAct: Reasoning and Acting Planning Agents: Planner and Executor patterns Multi-Agent Systems and collaborative workflows Agent lifecycle and workflow orchestration Enterprise-grade solution architecture examples Tools, memory, and RAG integration strategies Advanced hallucination mitigation techniques
3
Day 3– Leveraging Agentic AI Frameworks
LangChain fundamentals for developers LangGraph for graph-based agent orchestration Introduction to the AutoGen framework Tools, memory, and function calling in AutoGen Control logic for complex agentic workflows Ethical considerations and deployment risks Essential building blocks of autonomous agents Critic agent and self-reflection design patterns
4
Day 4– Building Chatbots with Agentic AI
Deploying Llama-2, Groq, and Mixtral models Advanced multi-turn conversation management Designing agent memory, persona, and style UI integration using Gradio and Streamlit Lab: Developing task-specific AI chatbots Building autonomous research agent systems Deployment strategies for open-source LLMs Dynamic retrieval and response synthesis
5
Day 5– Multi-Agent Collaboration and RAG
Advanced multi-agent collaboration in AutoGen Implementing ReAct patterns within AutoGen Integrating RAG with function calling Lab: Simulating multi-agent communication Intent detection and intelligent agent routing Enterprise use cases for agent teams Reference architecture for agentic systems Failure handling and fallback model logic

What's Included in Your Training

Every enrollment comes packed with resources to maximise your learning and exam success

Career Outcomes

82%

of Agentic AI: LangGraph, LlamaIndex & AutoGen certified professionals report career advancement within 6 months

Salary Impact

+29%

Average salary increase reported after obtaining the Agentic AI: LangGraph, LlamaIndex & AutoGen certification

Typical Salary Range (Global)
Entry$90,000–$115,000
Mid$115,000–$145,000
Senior$145,000–$180,000

*Source: Glassdoor / LinkedIn 2025

Job Roles

5
  • Agentic AI Engineer
  • AI Systems Architect
  • Autonomous AI Developer
  • AI Agent Specialist
  • Generative AI Systems Engineer

Companies Hiring

5,000+
Microsoft Google OpenAI Accenture Deloitte IBM Amazon NVIDIA

and 5,000+ organizations worldwide seeking Agentic AI: LangGraph, LlamaIndex & AutoGen certified professionals

Real Transformations

Course Student Reviews

Real results from IT professionals who trained with Koenig — rated 4.9/5 from 18,400+ verified reviews.

18,400+
Verified Reviews
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    “I trained 15 of my team members for SC-200. Koenig's on-site delivery was seamless and all 15 passed within 3 months.”

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    Business Intelligence Lead

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    “From AZ-900 to AZ-305 in 6 months. Koenig's structured roadmap and MCT mentoring made the expert level achievable.”

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    Cloud Solutions Architect

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    “As an L&D head I've used 5 training vendors. Koenig's MCT quality, MOC materials, and ESI compliance is in a different league.”

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    “SC-900 and SC-300 back to back — both cleared first try. The security curriculum at Koenig is incredibly thorough and up to date.”

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    “AI-102 was daunting but the trainer broke it down perfectly. Real Azure OpenAI labs made the difference. Highly recommend.”

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    AI Engineer

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    Data Platform Engineer

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    “Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”

    Carlos R.

    Carlos R.

    Engineering Manager

    AZ-400 Team Training ✓ Verified
  • ★★★★★

    “Passed AZ-104 on first attempt. The MCT knew the exact exam patterns and the labs were exactly what Microsoft tests. Worth every penny.”

    Rahul M.

    Rahul M.

    Azure Administrator

    AZ-104 Certified ✓ Verified
  • ★★★★★

    “I trained 15 of my team members for SC-200. Koenig's on-site delivery was seamless and all 15 passed within 3 months.”

    Sarah K.

    Sarah K.

    CISO, Financial Services

    Enterprise Client ✓ Verified
  • ★★★★★

    “The 1-on-1 format was a game changer. My trainer adjusted the pace to my schedule and I cleared PL-300 while working full-time.”

    Ahmed R.

    Ahmed R.

    Business Intelligence Lead

    PL-300 Certified ✓ Verified
  • ★★★★★

    “From AZ-900 to AZ-305 in 6 months. Koenig's structured roadmap and MCT mentoring made the expert level achievable.”

    Priya S.

    Priya S.

    Cloud Solutions Architect

    AZ-305 Expert ✓ Verified
  • ★★★★★

    “As an L&D head I've used 5 training vendors. Koenig's MCT quality, MOC materials, and ESI compliance is in a different league.”

    James T.

    James T.

    Head of L&D, UK Enterprise

    100+ Learners Trained ✓ Verified
  • ★★★★★

    “SC-900 and SC-300 back to back — both cleared first try. The security curriculum at Koenig is incredibly thorough and up to date.”

    Aisha N.

    Aisha N.

    Security Analyst

    SC-300 Certified ✓ Verified
  • ★★★★★

    “AI-102 was daunting but the trainer broke it down perfectly. Real Azure OpenAI labs made the difference. Highly recommend.”

    David L.

    David L.

    AI Engineer

    AI-102 Certified ✓ Verified
  • ★★★★★

    “DP-600 Fabric certification done in 3 weeks of part-time study. The customised schedule around my timezone was a lifesaver.”

    Mei W.

    Mei W.

    Data Platform Engineer

    DP-600 Certified ✓ Verified
  • ★★★★★

    “Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”

    Carlos R.

    Carlos R.

    Engineering Manager

    AZ-400 Team Training ✓ Verified
  • ★★★★★

    “Passed AZ-104 on first attempt. The MCT knew the exact exam patterns and the labs were exactly what Microsoft tests. Worth every penny.”

    Rahul M.

    Rahul M.

    Azure Administrator

    AZ-104 Certified ✓ Verified
  • ★★★★★

    “I trained 15 of my team members for SC-200. Koenig's on-site delivery was seamless and all 15 passed within 3 months.”

    Sarah K.

    Sarah K.

    CISO, Financial Services

    Enterprise Client ✓ Verified
  • ★★★★★

    “The 1-on-1 format was a game changer. My trainer adjusted the pace to my schedule and I cleared PL-300 while working full-time.”

    Ahmed R.

    Ahmed R.

    Business Intelligence Lead

    PL-300 Certified ✓ Verified
  • ★★★★★

    “Passed AZ-104 on first attempt. The MCT knew the exact exam patterns and the labs were exactly what Microsoft tests. Worth every penny.”

    Rahul M.

    Rahul M.

    Azure Administrator

    AZ-104 Certified ✓ Verified
  • ★★★★★

    “I trained 15 of my team members for SC-200. Koenig's on-site delivery was seamless and all 15 passed within 3 months.”

    Sarah K.

    Sarah K.

    CISO, Financial Services

    Enterprise Client ✓ Verified
  • ★★★★★

    “The 1-on-1 format was a game changer. My trainer adjusted the pace to my schedule and I cleared PL-300 while working full-time.”

    Ahmed R.

    Ahmed R.

    Business Intelligence Lead

    PL-300 Certified ✓ Verified
  • ★★★★★

    “From AZ-900 to AZ-305 in 6 months. Koenig's structured roadmap and MCT mentoring made the expert level achievable.”

    Priya S.

    Priya S.

    Cloud Solutions Architect

    AZ-305 Expert ✓ Verified
  • ★★★★★

    “As an L&D head I've used 5 training vendors. Koenig's MCT quality, MOC materials, and ESI compliance is in a different league.”

    James T.

    James T.

    Head of L&D, UK Enterprise

    100+ Learners Trained ✓ Verified
  • ★★★★★

    “SC-900 and SC-300 back to back — both cleared first try. The security curriculum at Koenig is incredibly thorough and up to date.”

    Aisha N.

    Aisha N.

    Security Analyst

    SC-300 Certified ✓ Verified
  • ★★★★★

    “From AZ-900 to AZ-305 in 6 months. Koenig's structured roadmap and MCT mentoring made the expert level achievable.”

    Priya S.

    Priya S.

    Cloud Solutions Architect

    AZ-305 Expert ✓ Verified
  • ★★★★★

    “As an L&D head I've used 5 training vendors. Koenig's MCT quality, MOC materials, and ESI compliance is in a different league.”

    James T.

    James T.

    Head of L&D, UK Enterprise

    100+ Learners Trained ✓ Verified
  • ★★★★★

    “SC-900 and SC-300 back to back — both cleared first try. The security curriculum at Koenig is incredibly thorough and up to date.”

    Aisha N.

    Aisha N.

    Security Analyst

    SC-300 Certified ✓ Verified
  • ★★★★★

    “AI-102 was daunting but the trainer broke it down perfectly. Real Azure OpenAI labs made the difference. Highly recommend.”

    David L.

    David L.

    AI Engineer

    AI-102 Certified ✓ Verified
  • ★★★★★

    “DP-600 Fabric certification done in 3 weeks of part-time study. The customised schedule around my timezone was a lifesaver.”

    Mei W.

    Mei W.

    Data Platform Engineer

    DP-600 Certified ✓ Verified
  • ★★★★★

    “Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”

    Carlos R.

    Carlos R.

    Engineering Manager

    AZ-400 Team Training ✓ Verified
  • ★★★★★

    “AI-102 was daunting but the trainer broke it down perfectly. Real Azure OpenAI labs made the difference. Highly recommend.”

    David L.

    David L.

    AI Engineer

    AI-102 Certified ✓ Verified
  • ★★★★★

    “DP-600 Fabric certification done in 3 weeks of part-time study. The customised schedule around my timezone was a lifesaver.”

    Mei W.

    Mei W.

    Data Platform Engineer

    DP-600 Certified ✓ Verified
  • ★★★★★

    “Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”

    Carlos R.

    Carlos R.

    Engineering Manager

    AZ-400 Team Training ✓ Verified

Frequently Asked Questions

Everything you need to know about the Agentic AI: LangGraph, LlamaIndex & AutoGen training course

Is the certification exam included in the Workshop on Agentic AI Systems course fee, and what is the cost if purchased separately?
The certification exam is not included in the Workshop on Agentic AI Systems fee and requires a separate $2,150 USD investment. Koenig Original offers an optional exam voucher as an add-on. Candidates must register independently for the Koenig Original certification in Agentic AI Systems to validate their expertise.
What training formats are available for the Workshop on Agentic AI Systems, and does Koenig offer Guaranteed-to-Run schedules?
Koenig provides live online 1-on-1, public instructor-led, and self-paced Flexi video formats for the Workshop on Agentic AI Systems. Our live online training is Guaranteed-to-Run (GTR), ensuring sessions proceed regardless of enrollment. We also offer classroom training on request with flexible scheduling across global time zones.
How long is lab access provided, and what type of environment is used for hands-on practice in the Workshop on Agentic AI Systems?
Learners receive 6 months of lab access via cloud-hosted sandbox environments in the Workshop on Agentic AI Systems. These labs integrate tools like LangChain, AutoGen, and vector databases (Chroma, Pinecone, Weaviate). This allows you to build and test multi-agent systems and Agentic RAG pipelines in secure, real-world scenarios.
What is Koenig's rescheduling and cancellation policy for the Workshop on Agentic AI Systems course?
Koenig allows free rescheduling for the Workshop on Agentic AI Systems up to 7 days before the start date. Changes within 7 days incur a $50 fee. Our 100% happiness guarantee permits one free reschedule. All payments are secure and refundable under specific terms defined in our official policy.
What is the format, duration, number of questions, and passing score for the Workshop on Agentic AI Systems certification exam?
The Workshop on Agentic AI Systems exam is a 90-minute assessment featuring hands-on labs and case studies. It tests skills in ReAct agents, multi-agent collaboration, and Agentic RAG pipelines. The passing score is 700 out of 1000. This exam is proctored online via the official Microsoft Learn platform.
How long is the Workshop on Agentic AI Systems certification valid, and what is the renewal process and cost?
The Workshop on Agentic AI Systems certification is valid for one year. You can renew it for free via an unproctored online assessment on Microsoft Learn covering new agentic frameworks. This extends your credential by one year at no cost. Failure to renew requires retaking the full $2,150 exam.
What post-training support does Koenig provide after completing the Workshop on Agentic AI Systems?
Koenig offers 6 hours of free post-training consultation with experts, Qubits exam prep, and doubt-clearing sessions after the Workshop on Agentic AI Systems. You retain video access for 6 months and receive a completion certificate. For specific support, email our dedicated team at flexi@koenig-solutions.com for assistance.
What are the prerequisites or prior experience needed to attend the Workshop on Agentic AI Systems?
To attend the Workshop on Agentic AI Systems, you need strong Python skills, experience with Jupyter notebooks, and knowledge of LLMs, prompt engineering, and vector databases. Proficiency with APIs like OpenAI, Groq, or Gemini is required. Familiarity with Git, Docker, and cloud fundamentals is highly recommended for success.
What salary increase or career advancement can participants expect after completing the Workshop on Agentic AI Systems?
Graduates of the Workshop on Agentic AI Systems report 30–45% salary increases, with AI engineer roles paying $125,000–$180,000 annually. Career paths include Agentic AI Architect and Autonomous Systems Developer. Demand is surging in fintech, healthcare, and enterprise automation for professionals with these specialized, high-impact technical skills.
How does Koenig's Workshop on Agentic AI Systems compare to self-study in terms of learning outcomes and time efficiency?
The Workshop on Agentic AI Systems provides 40 hours of expert-led training, saving you 60+ hours compared to unguided self-study. With live mentorship, hands-on labs, and guaranteed scheduling, you gain production-ready skills in multi-agent design and Agentic RAG faster and with significantly higher success rates than independent learning.
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