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We're here to help you find itMaster Agentic RAG pipelines and vector databases using LangChain and AutoGen. Koenig provides expert-led, hands-on training to earn your official Agentic AI Practitioner credential.
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Explore Retrieval Augmented Generation (RAG) System certification and training courses — delivered live by certified instructors.
Master the Retrieval Augmented Generation (RAG) System through this specialized course offered by Coursera. This framework enhances large language models by integrating real-time data, effectively reducing factual errors by up to 60 percent. By grounding outputs in domain-specific information, you avoid costly model retraining. The curriculum covers essential components like vector databases, embeddings, and orchestrators to build robust AI applications. Designed for engineers and developers, this training ensures your models remain accurate and current. Enroll today to leverage this dynamic knowledge layer and deploy reliable, enterprise-grade generative AI solutions that minimize hallucinations and maximize data integrity.
Docker Engine
Install Docker Engine 24.0 or later with Compose plugin 2.29.1
GPU Setup
Configure NVIDIA Container Toolkit for GPU-accelerated container workloads
Python 3.11+
Run Python 3.11 or later with uv package manager
API Key
Obtain and configure NGC API key for model access
Disk Space
Ensure 200GB free disk space for models and services
Hardware
Meet minimum GPU requirements such as 3x H100 or B200
AI Engineer
Design and build production-grade RAG pipelines using Python and Azure AI Search
Data Scientist
Implement retrieval strategies and optimize vector database integrations for LLM applications
Solution Architect
Design hybrid search architectures combining keyword and semantic retrieval for AI agents
Full Stack Developer
Build backend APIs and frontend dashboards for agentic RAG system integration
Search Engineer
Develop enterprise search capabilities with RAG and contextual retrieval workflows
Machine Learning Engineer
Optimize RAG pipelines for performance scalability and cost efficiency in production
Trusted Worldwide
Our Impact in Numbers
500K+
Professionals Trained
98%
Exam Pass Rate
150+
Countries Reached
4.9★
Learner Rating
Training 5 or more employees?
Based on industry data from certified Retrieval Augmented Generation (RAG) System professionals worldwide
of professionals certified in Retrieval Augmented Generation (RAG) System report accelerated hiring
Average salary increase reported after obtaining a Retrieval Augmented Generation (RAG) System certification
*Source: Glassdoor / LinkedIn 2025
and 5,000+ organisations worldwide seeking Retrieval Augmented Generation (RAG) System certified professionals
The building blocks every Retrieval Augmented Generation (RAG) System solution is made of
See what your official Retrieval Augmented Generation (RAG) System certification looks like. Download a sample — then let our advisors map the fastest path to earning the real one.
Four formats. One quality standard. Every option comes with the same expert instructors, official courseware, and money-back guarantee.
Most Popular
Traditional, instructor-led learning in popular global destinations.
Best Value
Flexible virtual learning with expert instructors from the comfort of your own space.
Fastest
Flexible on-site learning for larger groups. Fly an expert to your location anywhere in the world.
Most Flexible
Self-paced learning with edited lectures, courseware, hands-on labs, and optional doubt clearing sessions.
Most Focused
Dedicated instructor assigned exclusively to you for maximum personalisation and knowledge retention.
Bespoke
Bespoke curricula tailored to your tech stack, business processes, and learning goals.
New
Professionally hosted live webinars delivered to your global workforce at scale.
Assessment
AI-powered assessments to benchmark skills, identify gaps, and measure training ROI.
Every batch listed here is guaranteed to run. No cancellations.
Every factor that determines whether you actually pass your Retrieval Augmented Generation (RAG) System exam — rated across every training format available.
| Criteria | Koenig | Free Platform | Self-Paced Platform | ALP Provider | Legacy Provider | Note |
|---|---|---|---|---|---|---|
| Trainer Quality & Expertise | ||||||
| MCT-Certified Experts | ✘ | ✘ | ✘ | — | ||
| Live Instructor-Led Training | ✘ | ✘ | Partial | — | ||
| 1-on-1 Personalized Mentoring | ✘ | ✘ | Partial | ✘ | — | |
| Official Databricks Authorization | ||||||
| Authorized Databricks ALP Status | ✘ | ✘ | ✘ | — | ||
| Official Databricks Courseware | ✘ | ✘ | — | |||
| Databricks Training Credits Accepted | ✘ | ✘ | ✘ | — | ||
| Flexibility & Global Access | ||||||
| Any-Day Flexible Start | Partial | ✘ | — | |||
| On-Site or Dedicated Trainer | ✘ | ✘ | Partial | ✘ | — | |
| Global Delivery Reach | Partial | — | ||||
| Proven Results & Trust | ||||||
| Exam Pass Rate Success* | ✘ | ✘ | ✘ | ✘ | — | |
| Estimated Cost per Certification Path | ~$745 | Free | Free | ~$1,500+ | ~$200-400 | — |
| Verified Student Reviews | 18,400+ · 4.9★ | N/A | N/A | Limited | N/A | Row omitted on live page: unverified for this vendor |
Data sourced from public pricing pages and review platforms. Accurate as of March 2026. Partial = available in select regions only.
Recognized by global vendors and quality bodies for training excellence


Winner of Microsoft Training Services Partner of the Year Award
2025

Winner of Microsoft's ANZ Superstar Campaign
2024

Winner of Microsoft's Asia Superstar Campaign
2022

Finalist – AWS Partner of the Year
2024

Winner of EC-Council ATC of the Year Award
2024

Winner of the PECB Titanium Partner Award
2024

Certified as a Great Place to Work
2011–2025

Winner of RedHat Gold Partner of the Year – Non-Retail (GLS India)
2025

Winner of RedHat Gold Partner of the Year – Non-Retail (GLS India)
2024

Winner of the Red Hat Partner of the Year Award
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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.”
Rahul M.
Azure Administrator
AZ-104 Certified
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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.
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.
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.
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.
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.
Cloud Solutions Architect
AZ-305 Expert
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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.
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.
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.
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.
Security Analyst
SC-300 Certified
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David L.
AI Engineer
AI-102 Certified
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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.
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.
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.
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.
Engineering Manager
AZ-400 Team Training
✓ VerifiedEverything you need to know about Retrieval Augmented Generation (RAG) System certification training with Koenig Solutions.
From our headquarters in India to training centers across UAE, Iraq, Saudi Arabia, UK, USA, Singapore, Australia, and more — Koenig delivers Microsoft certification training in 50+ countries.
Retrieval Augmented Generation (RAG) System Certification Training with Koenig Solutions
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