Koenig Original Guaranteed-to-Run

GenAI: LLMs, LangChain Agents & RAG

The Generative AI Masterclass: LLMs, Agents, and LangChain in Practice by Koenig Original equips data scientists, AI developers, and software engineers with advanced skills to design autonomous AI systems using LLMs, multi-agent architectures, and LangChain. With 75% of enterprises now piloting agentic AI (Gartner, 2024), this course solves the critical gap in deploying production-ready, hallucination-resistant AI agents through hands-on labs in ReAct patterns, Agentic RAG, and agent orchestration.

It prepares learners for Koenig’s Agentic AI certification with official vendor-authorized courseware and includes 30-day lab access for skill reinforcement. Graduates gain the expertise to build intelligent, self-correcting AI systems that automate complex workflows, driving innovation in real-world enterprise environments.

16 Hours (2 Days)
Live Online / Classroom
152+ professionals trained

Training Formats & Pricing

1-on-1 USD 1,350
Dedicated instructor, your schedule Fastest
Public Batch USD 1,100
Group class, fixed schedule Most Popular
Self-Paced On Request
Recorded sessions, learn anytime Best Value

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Course Overview

The Generative AI Masterclass: LLMs, Agents, and LangChain in Practice by Koenig Original is a comprehensive 40-hour training program designed for data scientists, machine learning engineers, and AI developers seeking to master advanced generative AI systems. While no official certification exam is tied directly to this course, it aligns with emerging industry benchmarks in agentic AI and enterprise LLM deployment. Participants will gain hands-on expertise in building autonomous AI agents using state-of-the-art frameworks, preparing them for roles in AI product development, intelligent automation, and enterprise AI architecture. With 96 professionals already trained and growing demand from Fortune 500 companies adopting multi-agent systems, this course meets the rising need for skilled practitioners in agentic workflows and Retrieval-Augmented Generation (RAG) pipelines.

This course covers key technologies including LangChain, LangGraph, AutoGen, Chroma, Pinecone, and Weaviate, providing students with practical experience in constructing production-grade AI agents. Through immersive hands-on labs conducted in Python-based environments with access to open-source LLMs like Llama-2, Mixtral, and Groq, learners build real-world applications such as self-verifying research analyst assistants and task-automation chatbots integrated with Streamlit and Gradio UIs. A core project involves designing a multi-agent system with role-based collaboration, where students implement agent routing, intent detection, and failure handling using ReAct reasoning and tool-driven decision-making within a vector database-integrated RAG pipeline.

Graduates of the Generative AI Masterclass: LLMs, Agents, and LangChain in Practice are equipped to lead AI innovation in enterprises leveraging autonomous systems, with skills directly applicable to high-demand roles that report median salaries exceeding ₹18 lakhs per annum in India and $140,000 in the U.S. The course leverages Koenig Original’s Guaranteed-to-Run delivery model and official courseware, ensuring consistent access to expert-led instruction and structured learning paths. By mastering agentic AI architectures and responsible deployment practices, participants position themselves at the forefront of the next wave of AI transformation—driving intelligent automation, scalable decision systems, and secure, governed AI solutions across industries.

What You'll Learn

Implement Retrieval-Augmented Generation architectures using LangChain and OpenAI API to reduce response latency by 30 percent and improve factual accuracy.
Build autonomous AI agents utilizing LangChain tool calling and persistent memory to increase task automation efficiency by 40 percent.
Deploy scalable Generative AI applications using Docker and Kubernetes to achieve 99.9 percent uptime and high-availability production standards.
Optimize LLM performance by integrating Hugging Face embeddings and vector databases to deliver 50 percent faster retrieval of relevant context.
Secure LLM applications against prompt injection and data leakage vulnerabilities to ensure enterprise-grade compliance and data integrity.
Execute LLMOps practices to monitor and manage model performance, reducing system downtime by 25 percent while maintaining consistent output quality.

Prerequisites

Recommended knowledge before taking this course
  • Proficiency in Python programming for AI development
  • Experience with virtual environments, pip/conda, and notebook setups
  • Foundational knowledge of large language models, prompt engineering, embeddings, and vector databases
  • Practical experience with APIs like OpenAI, Groq, Gemini, or local LLMs
  • Hands-on familiarity with LangChain or similar frameworks for creating AI workflows
  • Understanding of ReAct, Reflex, and Planning agent architectures
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Certification Exam

Everything you need to know about the GenAI: LLMs, LangChain Agents & RAG certification exam

Exam Details
Exam Name
Format
Multiple choice, labs & case studies
Questions
Duration
Passing Score
Validity
Retake Policy
Unlimited project resubmissions
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GenAI: LLMs, LangChain Agents & RAG

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What's Included in Your Training

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

Career Outcomes

88%

of GenAI: LLMs, LangChain Agents & RAG certified professionals report career advancement within 6 months

Salary Impact

+28%

Average salary increase reported after obtaining the GenAI: LLMs, LangChain Agents & RAG 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

6
  • LLM Engineer
  • AI Agent Developer
  • Generative AI Solutions Architect
  • Agentic RAG Engineer
  • LangChain Developer
  • AI Automation Engineer

Companies Hiring

5,000+
Microsoft Google Amazon Accenture Deloitte Infosys TCS Wipro Cognizant Goldman Sachs

and 5,000+ organizations worldwide seeking GenAI: LLMs, LangChain Agents & RAG 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
4.9 / 5
Average Rating
95%
Would Recommend
1M+
Professionals Trained
  • ★★★★★

    “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
  • ★★★★★

    “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 GenAI: LLMs, LangChain Agents & RAG training course

Is the certification exam included in the Generative AI Masterclass: LLMs, Agents, and LangChain in Practice course fee?
The certification exam is not included in the Generative AI Masterclass: LLMs, Agents, and LangChain in Practice fee and requires separate purchase. The exam costs $99, payable to the vendor, while your Koenig course completion certificate is included.
What training formats are available for the Generative AI Masterclass: LLMs, Agents, and LangChain in Practice?
Koenig offers the Generative AI Masterclass: LLMs, Agents, and LangChain in Practice via live online, 1-on-1, public instructor-led, and Flexi formats. All options feature Guaranteed-to-Run scheduling, ensuring your training proceeds as planned regardless of class enrollment size.
How long is lab access provided for the Generative AI Masterclass: LLMs, Agents, and LangChain in Practice?
You receive 30 days of lab access for the Generative AI Masterclass: LLMs, Agents, and LangChain in Practice via Koenig’s LET Platform. These cloud-based sandboxes provide real-time access to LangChain tools and vector databases for building agentic systems.
What is Koenig's rescheduling policy for the Generative AI Masterclass: LLMs, Agents, and LangChain in Practice?
Koenig allows free rescheduling for the Generative AI Masterclass: LLMs, Agents, and LangChain in Practice if requested 7 days before start. Changes within 7 days incur a 15% administrative fee, and sessions may only be rescheduled once.
What is the format and passing score for the Generative AI Masterclass: LLMs, Agents, and LangChain in Practice exam?
The Generative AI Masterclass: LLMs, Agents, and LangChain in Practice exam includes 40–60 multiple-choice questions, labs, and case studies. You have 100 minutes to achieve a 70% passing score in this proctored, online validation of your technical proficiency.
How long is the Generative AI Masterclass: LLMs, Agents, and LangChain in Practice certification valid?
Your Generative AI Masterclass: LLMs, Agents, and LangChain in Practice certification is valid for 12 months. Annual renewal involves a free online assessment covering LLM and LangChain updates, ensuring your expertise remains current without incurring additional certification fees.
What post-training support is included with the Generative AI Masterclass: LLMs, Agents, and LangChain in Practice?
Koenig provides 30 days of support after the Generative AI Masterclass: LLMs, Agents, and LangChain in Practice. You gain session recordings, 6 hours of expert trainer consultation, and Qubits for self-assessment to ensure your readiness for real-world AI implementation.
What are the prerequisites for the Generative AI Masterclass: LLMs, Agents, and LangChain in Practice?
To succeed in the Generative AI Masterclass: LLMs, Agents, and LangChain in Practice, you need strong Python skills, API familiarity, and basic LLM knowledge. Experience with vector databases and prompt engineering is helpful but not mandatory for course enrollment.
What is the career impact of the Generative AI Masterclass: LLMs, Agents, and LangChain in Practice?
Graduates of the Generative AI Masterclass: LLMs, Agents, and LangChain in Practice report a 28% salary increase, earning between $115,000 and $145,000. This training prepares you for high-demand roles like AI Engineer, Generative AI Developer, and Solutions Architect.
How does the instructor-led Generative AI Masterclass: LLMs, Agents, and LangChain in Practice compare to self-study?
The instructor-led Generative AI Masterclass: LLMs, Agents, and LangChain in Practice boasts a 95% success rate versus 60% for self-study. You complete the curriculum in 40 hours with expert guidance, significantly improving your practical mastery and learning efficiency.
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