Koenig Original Guaranteed-to-Run

GenAI: Prompt Engineering, RAG & AI Agents

The GenAI: Prompt Engineering, RAG & AI Agents course by Koenig Original equips AI developers, machine learning engineers, and automation architects with advanced skills to design intelligent, autonomous systems using Retrieval-Augmented Generation and multi-agent frameworks. With 78% of enterprises accelerating investment in autonomous AI (Gartner, 2024), this training solves the critical gap in deploying production-ready AI agents. Learners gain hands-on expertise in LangChain, AutoGen, and vector databases to build self-reasoning systems that improve accuracy and decision-making.

This Koenig Original program prepares professionals for emerging industry recognition in agentic AI, supported by Guaranteed-to-Run scheduling and 30-day lab access. Graduates master prompt engineering and RAG pipelines to drive innovation, positioning them for leadership in AI-driven digital transformation and roles commanding up to $275,000 annually.

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
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Course Overview

The GenAI: Prompt Engineering, RAG & AI Agents course by Koenig Original is a cutting-edge program designed for AI developers, machine learning engineers, and automation architects aiming to master advanced generative AI techniques. While no formal certification exam is currently tied to this Koenig Original curriculum, the training equips professionals with skills directly aligned with emerging industry demands in agentic AI. With Gartner projecting that 33% of enterprise software applications will incorporate agentic AI by 2028—up from less than 1% in 2024—the need for skilled practitioners is rapidly accelerating across technology, finance, and healthcare sectors. This course serves as a critical pathway for professionals seeking to lead in the development of intelligent, autonomous systems.

Participants engage with a robust suite of industry-standard tools and frameworks, including LangChain, LangGraph, AutoGen, and open-source LLMs such as Llama, Mixtral, and Groq. The hands-on lab environment leverages Jupyter Notebooks and integrates with UI frameworks like Gradio and Streamlit, enabling students to build and deploy functional AI agents. Learners will configure multi-agent systems with role-based collaboration, implement ReAct (Reasoning + Acting) patterns, and construct Agentic Retrieval-Augmented Generation (RAG) pipelines using vector databases such as Chroma, Pinecone, and Weaviate. A key real-world project involves building a Research Analyst Assistant with self-verification capabilities, simulating enterprise-grade autonomous research workflows where agents dynamically retrieve, validate, and synthesize information.

Graduates of the GenAI: Prompt Engineering, RAG & AI Agents course are positioned for high-impact roles in a rapidly expanding field, with mid-level GenAI Engineers commanding total compensation between $110,000 and $250,000 according to 2026 hiring trends. The program’s alignment with real-world applications ensures strong industry recognition of agentic AI as a transformative capability in enterprise automation. A key differentiator of Koenig’s training is its Guaranteed-to-Run (GTR) scheduling and availability of 1-on-1 live instruction, ensuring consistent access to expert-led, practical learning. By mastering prompt engineering, RAG, and AI agent orchestration, learners will be equipped to design, deploy, and govern autonomous AI systems—positioning them at the forefront of the next wave of artificial intelligence innovation in production environments.

What You'll Learn

Design GenAI applications using the Transformer Library to create intelligent, scalable AI solutions tailored to your needs. Implement prompt engineering techniques with LLaMA to optimize AI responses and improve accuracy in real-world scenarios. Build RAG systems with LangChain to enhance information retrieval and data integration for more relevant outputs. Develop AI agents with the AutoGen framework to automate complex tasks and streamline workflows. Evaluate open-source large language models (LLMs) with MLflow to select the best models for your projects. Secure your GenAI applications against prompt injection attacks to protect sensitive data and ensure reliable performance. This comprehensive course by Koenig Original equips you with practical skills to harness the power of Generative AI, transforming your business processes. With 10+ years of industry experience, Koenig Solutions offers certified training that helps you stay ahead in AI innovation. Enroll now to gain hands-on expertise and accelerate your AI career.

Skills You'll Gain

Prompt Engineering Zero Shot Prompting Few Shot Prompting Chain of Thought RAG Pipelines LangChain Framework Vector Databases Document Embeddings Semantic Search OpenAI API AI Agents Function Calling LangGraph Orchestration Multi Agent Systems Agentic RAG ReAct Reasoning Agent Memory Management

Prerequisites

Recommended knowledge before taking this course
  • Basic Understanding of AI and Machine Learning: Familiarity with fundamental concepts in artificial intelligence, including traditional machine learning algorithms and applications.
  • Programming Skills: Basic proficiency in at least one programming language (preferably Python), as hands-on labs and coding exercises will be part of the training.
  • Mathematical Foundations: A foundational grasp of high school-level mathematics, particularly in areas related to linear algebra and probability, to understand the underlying principles of AI techniques.
  • Familiarity with Computing Concepts: An understanding of concepts such as data structures, algorithms, and software development workflow will be beneficial.
  • Eagerness to Learn and Experiment: A proactive attitude towards learning new technologies and methodologies related to generative AI.
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Certification Exam

Everything you need to know about the GenAI: Prompt Engineering, RAG & AI Agents 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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What's Included in Your Training

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

Career Outcomes

82%

of GenAI: Prompt Engineering, RAG & AI Agents certified professionals report career advancement within 6 months

Salary Impact

+28%

Average salary increase reported after obtaining the GenAI: Prompt Engineering, RAG & AI Agents 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
  • AI Systems Engineer
  • Autonomous AI Developer
  • Agentic Intelligence Specialist
  • Machine Learning Architect
  • AI Solutions Architect
  • Prompt Engineering Lead

Companies Hiring

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

and 5,000+ organizations worldwide seeking GenAI: Prompt Engineering, RAG & AI Agents 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+
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  • ★★★★★

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

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    Azure Administrator

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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.”

    Sarah K.

    Sarah K.

    CISO, Financial Services

    Enterprise Client ✓ Verified
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    “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.”

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    Ahmed R.

    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.”

    Priya S.

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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.”

    James T.

    James T.

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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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    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 GenAI: Prompt Engineering, RAG & AI Agents training course

Is the certification exam included in the GenAI: Prompt Engineering, RAG & AI Agents course fee?
The certification exam is not included in the Koenig Original course fee. You must purchase exam vouchers separately. Koenig provides a course completion certificate. You pay exam costs directly to bodies like AWS or NVIDIA. This ensures you only pay for the specific credentials you choose to pursue.
What training formats are available for GenAI: Prompt Engineering, RAG & AI Agents, and is there guaranteed scheduling?
Koenig offers live online 1-on-1, public instructor-led, and self-paced Flexi video formats. Our Guaranteed-to-Run scheduling ensures public batches proceed even with one registrant. The 40-hour live training supports multiple languages. Self-paced access starts at USD 199, providing 6 months of high-quality video content access.
How long is lab access provided for the GenAI: Prompt Engineering, RAG & AI Agents course?
You receive 30 days of post-training access to a cloud-based sandbox. This environment features hands-on labs using LangChain, AutoGen, and vector databases like Chroma or Pinecone. You will work with LLMs like Llama and Mixtral. These instructor-led, real-time labs enable practical implementation of RAG pipelines and advanced AI agent architectures.
What is the rescheduling and cancellation policy for the GenAI: Prompt Engineering, RAG & AI Agents course?
Koenig allows free rescheduling with 7 days' notice. We offer a 100% happiness guarantee with full refund eligibility within 24 hours of your first session. Cancellations incur no penalty. Self-paced Flexi video purchases include a 7-day 100% refund policy. This ensures your investment in AI training remains entirely risk-free.
What is the format for the GenAI: Prompt Engineering, RAG & AI Agents related certification exams?
While Koenig's course is distinct from proprietary exams, it prepares you for credentials like NVIDIA's Agentic AI Professional. This exam features 60–70 multiple-choice and scenario-based questions. You have 120 minutes to complete the test. A passing score is approximately 70%, assessing your real-world skills in RAG and AI agent implementation.
How long is the GenAI: Prompt Engineering, RAG & AI Agents certification valid, and what is the renewal cost?
Industry certifications like NVIDIA's Agentic AI Professional are valid for two years. Recertification requires retaking the current exam, which costs $200. Koenig's course completion certificate does not expire. However, we recommend periodic renewal of professional credentials to align with the rapid evolution of GenAI standards and new technological advancements.
What post-training support does Koenig provide for the GenAI: Prompt Engineering, RAG & AI Agents course?
Koenig provides 30 days of post-training support. This includes 6 hours of free trainer consultation and access to 200+ practice questions. You also receive session recordings and Qubits for exam prep. These resources, combined with doubt-clearing sessions, ensure you master complex AI agent, RAG, and prompt engineering concepts effectively.
What are the prerequisites for the GenAI: Prompt Engineering, RAG & AI Agents course?
You need strong Python programming skills and familiarity with APIs like OpenAI, Groq, or Gemini. Understanding LLMs, embeddings, and vector databases is essential. Experience with virtual environments and notebook tools is required. Knowledge of Git, Docker, and cloud fundamentals helps you engage effectively with LangChain and production-grade AI agent development.
What is the expected career impact after completing the GenAI: Prompt Engineering, RAG & AI Agents course?
Graduates often see salaries averaging $145,000 annually in North America. Senior roles in AI engineering and agentic systems can reach $200,000–$300,000. This course boosts your employability for high-demand roles like AI Agent Developer or Generative AI Specialist. You will gain the technical authority to lead projects across tech, finance, and healthcare.
How does the GenAI: Prompt Engineering, RAG & AI Agents course compare to self-study?
Koenig's course delivers structured, expert-led training that outperforms self-study. You get 40 hours of live instruction, hands-on labs, and immediate feedback. Self-study lacks the guided mentorship and production-ready project experience we provide. Our program accelerates your mastery of RAG and AI agents, ensuring you are prepared for real-world professional challenges.
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