Advanced RAG and AI Agents
The Advanced RAG and AI Agents course by Koenig Original equips AI engineers and data scientists with production-ready skills in retrieval-augmented generation and agentic AI systems, solving the critical challenge of deploying accurate, context-aware AI applications. With 75% of enterprises planning AI agent deployment by 2026 (Microsoft, 2024), this training bridges the gap between theoretical knowledge and real-world implementation.
Preparation for the Microsoft Certified: Azure AI Engineer Associate (AI-102) certification is supported through official vendor-authorized courseware. Koenig’s 30-day lab access ensures hands-on mastery, empowering professionals to lead AI innovation and build enterprise-grade intelligent systems.
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Course Overview
The Advanced RAG and AI Agents course by Koenig Original is designed for AI developers, machine learning engineers, and data scientists aiming to master cutting-edge agentic AI systems. This comprehensive program prepares learners for the Koenig-certified Agentic AI Practitioner credential, focusing on Retrieval-Augmented Generation (RAG), multi-agent architectures, and autonomous decision-making workflows. With 78% of Fortune 500 companies now deploying NLP and AI agent solutions, this course equips professionals for high-impact roles such as AI Research Scientist, NLP Engineer, and Machine Learning Architect. Participants gain a deep understanding of how to design intelligent systems that dynamically retrieve, reason, and act in enterprise environments.
Students engage with industry-standard tools including LangChain, LangGraph, AutoGen, Chroma, Pinecone, and Weaviate, building production-grade AI agents through hands-on labs in Koenig’s interactive learning environment. The curriculum features structured lab modules where learners configure multi-agent systems with role-based collaboration, implement ReAct (Reasoning and Acting) frameworks, and develop agentic RAG pipelines with dynamic retrieval and self-verification logic. A key capstone project involves constructing an autonomous Research Analyst Agent that retrieves, validates, and synthesizes business insights using open-source LLMs like Llama and Mixtral, simulating real-world enterprise deployment scenarios.
This training prepares candidates for the Koenig Agentic AI Practitioner certification, a credential recognized across the $41.1B generative AI market for validating advanced AI engineering skills. Graduates report career advancements with average salary increases of up to 35% in AI leadership roles. Koenig differentiates itself with Guaranteed-to-Run live sessions, 30-day lab access, and official courseware, ensuring mastery of real-world AI deployment workflows. Completing the Advanced RAG and AI Agents course positions professionals at the forefront of AI innovation, ready to lead the development of autonomous, enterprise-grade intelligent systems.
What You'll Learn
Skills You'll Gain
Prerequisites
- Advanced RAG and AI Agents by Koenig Original requires proficiency in Python, including functions, loops, and libraries such as LangChain.
- A strong understanding of transformer-based language models and their inference workflows is required for the Advanced RAG and AI Agents course by Koenig Original.
- Hands-on experience with vector databases like Pinecone or FAISS for embedding storage and retrieval is essential for the Advanced RAG and AI Agents course by Koenig Original.
- Familiarity with retrieval-augmented generation (RAG) architecture and its core components is required for the Advanced RAG and AI Agents course by Koenig Original.
- Experience building and deploying AI agents using frameworks such as AutoGPT or BabyAGI is required for the Advanced RAG and AI Agents course by Koenig Original.
- Completion of foundational AI or machine learning courses, or equivalent practical experience, is required to succeed in the Advanced RAG and AI Agents course by Koenig Original.
How would you like to learn?
For Individuals
Pick the format that fits your schedule
- Choose your formatLive online Classroom Self-paced 1-on-1
- Customised programme built around your goals
- Role-mapped training for your job role
- Hands-on labs and guided practice
- Certification pathways, with optional exam vouchers
- Class recordings
- Free online doubt-clearing session with self-paced courses
- Skill benchmarking and self-assessment
For Teams & Enterprises
Training built around your team, from needs assessment to certified outcomes
- Choose your format, in your time zoneLive online Classroom Self-paced 1-on-1
- Customised programmes built around your team's needs
- Role-mapped training for different team roles
- Hands-on labs and guided practice
- Certification pathways, with optional exam vouchers
- Class recordings
- Free online doubt-clearing session with self-paced courses
- Skill benchmarking and training ROI measurement
- Fly-Me-a-Trainer: a certified trainer comes to your location, with travel and accommodation included
What's Included in Your Training
Every enrollment comes packed with resources to maximise your learning and exam success
Exam Preparation Materials
Practice Test Questions (200+)
Certificate of Completion
Post-Training Support (30 days)
Session Recording Access
Free Rescheduling (7+ days notice)
Career Outcomes
of Advanced RAG and AI Agents certified professionals report career advancement within 6 months
Salary Impact
Average salary increase reported after obtaining the Advanced RAG and AI Agents certification
*Source: Glassdoor / LinkedIn 2025
Job Roles
- NLP Engineer
- LLM Application Developer
- AI Agent Architect
- RAG Systems Engineer
- Applied AI Engineer
- Generative AI Developer
Companies Hiring
and 5,000+ organizations worldwide seeking Advanced RAG and AI Agents certified professionals
Course Student Reviews
Real results from IT professionals who trained with Koenig — rated 4.9/5 from 18,400+ verified reviews.
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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.”
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.”
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.”
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.”
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.”
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.”
SC-300 Certified ✓ Verified -
★★★★★
“AI-102 was daunting but the trainer broke it down perfectly. Real Azure OpenAI labs made the difference. Highly recommend.”
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.”
DP-600 Certified ✓ Verified -
★★★★★
“Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”
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.”
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.”
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.”
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.”
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.”
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.”
SC-300 Certified ✓ Verified -
★★★★★
“AI-102 was daunting but the trainer broke it down perfectly. Real Azure OpenAI labs made the difference. Highly recommend.”
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.”
DP-600 Certified ✓ Verified -
★★★★★
“Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”
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.”
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.”
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.”
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.”
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.”
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.”
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.”
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.”
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.”
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.”
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.”
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.”
SC-300 Certified ✓ Verified
-
★★★★★
“AI-102 was daunting but the trainer broke it down perfectly. Real Azure OpenAI labs made the difference. Highly recommend.”
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.”
DP-600 Certified ✓ Verified -
★★★★★
“Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”
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.”
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.”
DP-600 Certified ✓ Verified -
★★★★★
“Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”
AZ-400 Team Training ✓ Verified
Frequently Asked Questions
Everything you need to know about the Advanced RAG and AI Agents training course
Is the certification exam included in the Advanced RAG and AI Agents course fee, and what is the cost if purchased separately?
What training formats are available for Advanced RAG and AI Agents, and does Koenig offer Guaranteed-to-Run scheduling?
How long is lab access provided for Advanced RAG and AI Agents, and what environment is used for practice?
What is Koenig's rescheduling and cancellation policy for the Advanced RAG and AI Agents course?
What is the exam format, number of questions, passing score, and time limit for the Advanced RAG and AI Agents certification?
How long is the Advanced RAG and AI Agents certification valid, and what is the renewal process and cost?
What post-training support does Koenig provide after completing the Advanced RAG and AI Agents course?
What are the prerequisites for enrolling in the Advanced RAG and AI Agents course?
What salary increase can professionals expect after completing the Advanced RAG and AI Agents course?
How does Koenig's instructor-led Advanced RAG and AI Agents training compare to self-study in terms of success rates?
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