LlamaIndex Agentic RAG: Router & Multi-Doc Agents Intermediate
The Building Agentic RAG with LlamaIndex course by Koenig Original equips AI developers and data scientists with advanced skills to build autonomous research agents using dynamic retrieval, tool calling, and reasoning loops. It solves the growing industry challenge of inaccurate AI responses, where 68% of enterprises report significant losses due to LLM hallucinations. Participants gain hands-on expertise in constructing multi-document agents and router systems that self-verify and adapt—critical for deploying trustworthy AI in production.
This course prepares learners for advanced agentic AI implementation in real-world environments. Koenig’s Guaranteed-to-Run live training ensures immediate access to expert-led sessions with 30-day lab access for reinforcement. Graduates emerge ready to design secure, scalable AI agents, driving innovation in roles like AI architect or research engineer with average salaries exceeding $150,000.
Training Formats & Pricing
100% Happiness Guarantee · Free Rescheduling · Secure Payment
Course Overview
The Building Agentic RAG with LlamaIndex course by Koenig Original is a focused, one-day training program designed for AI developers, data scientists, and machine learning engineers seeking to master advanced retrieval-augmented generation systems. While no formal certification exam is tied directly to this Koenig Original course, it equips professionals with cutting-edge skills in agentic AI—a capability increasingly adopted by enterprises leveraging LLMs for autonomous data processing. With 80% of Fortune 500 companies now exploring agent-based workflows for document analysis and decision automation, this training addresses a rapidly growing industry demand. Participants will gain hands-on expertise in building intelligent research agents capable of dynamic reasoning, tool use, and multi-document analysis—skills directly applicable to roles in AI solution architecture, NLP engineering, and enterprise AI innovation.
This course immerses learners in the core components of LlamaIndex’s agentic framework, including Query Engines, Tool Calling, Agent Reasoning Loops, Workflows, FunctionAgent, and ReActAgent. Students engage in practical labs where they build a fully functional autonomous research assistant agent that can route queries, invoke tools with inferred arguments, and process multiple documents iteratively. The hands-on environment leverages Python-based development with direct integration into LlamaIndex’s open-source framework, using real-world datasets such as arXiv research papers to simulate enterprise-grade document analysis. A key project involves constructing a multi-document agent capable of summarizing, comparing, and extracting insights across complex data sources—mirroring scenarios faced in financial research, legal document review, and technical intelligence gathering.
By completing the Building Agentic RAG with LlamaIndex course from Koenig Original, professionals position themselves at the forefront of the $4.6 billion agentic AI market, where practitioners command average salaries between $135,000 and $180,000 annually. The training prepares learners for real-world implementation of context-augmented LLM applications, a skillset recognized by leading tech firms and AI startups alike. A key differentiator of Koenig Original courses is the Guaranteed-to-Run scheduling model, ensuring that every enrolled participant receives training without cancellations—backed by Koenig’s global network of in-house expert instructors. Graduates emerge ready to lead AI initiatives involving autonomous agents, setting the stage for career advancement into senior AI engineering, research leadership, or AI product management roles.
What You'll Learn
Skills You'll Gain
Prerequisites
- Proficiency in Python 3.10+ programming, essential for mastering Building Agentic RAG with LlamaIndex by Koenig Original, which enhances your ability to develop advanced retrieval-augmented AI solutions.
- Experience with virtual environments, pip/conda, and Jupyter notebooks, crucial for efficiently implementing the course workflows.
- Basic knowledge of large language models (LLMs), prompt engineering, embeddings, and familiarity with at least one vector database (e.g., Pinecone, Milvus, or ChromaDB) to build smarter AI applications.
- Hands-on API experience with platforms like OpenAI, Groq, or Gemini, and familiarity with async/await patterns, vital for integrating the course material into real-world projects.
- Understanding classical Retrieval-Augmented Generation (RAG) pipelines provides a strong foundation for the advanced concepts covered in this training.
- Practical experience with LlamaIndex or LangChain frameworks ensures you can maximize the benefits of this top-tier training program.
Certification Exam
Everything you need to know about the LlamaIndex Agentic RAG: Router & Multi-Doc Agents certification exam
Course Curriculum
Structured learning with hands-on labs and real-world scenarios
1
Day 1– Mastering Agentic RAG Fundamentals
2
Day 2– Advanced Agent Tool Calling
3
Day 3– Agent Reasoning and Memory
4
Day 4– Multi-Document Agent Architectures
5
Day 5– Agent Control and Optimization
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 LlamaIndex Agentic RAG: Router & Multi-Doc Agents certified professionals report career advancement within 6 months
Salary Impact
Average salary increase reported after obtaining the LlamaIndex Agentic RAG: Router & Multi-Doc Agents certification
*Source: Glassdoor / LinkedIn 2025
Job Roles
- AI Engineer
- Generative AI Developer
- RAG Systems Architect
- LLM Application Engineer
- Agentic AI Specialist
- Machine Learning Engineer - Retrieval Systems
Companies Hiring
and 5,000+ organizations worldwide seeking LlamaIndex Agentic RAG: Router & Multi-Doc Agents certified professionals
Course Student Reviews
Real results from IT professionals who trained with Koenig — rated 4.9/5 from 18,400+ verified reviews.
-
★★★★★
“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 LlamaIndex Agentic RAG: Router & Multi-Doc Agents training course
Is the certification exam included in the course fee for Building Agentic RAG with LlamaIndex?
What training formats are available for the Building Agentic RAG with LlamaIndex course?
How long is lab access provided, and what type of environment is used for the Building Agentic RAG with LlamaIndex course?
What is Koenig's rescheduling and cancellation policy for the Building Agentic RAG with LlamaIndex course?
What is the exam format, number of questions, passing score, and time limit for the Building Agentic RAG with LlamaIndex certification?
How long is the Building Agentic RAG with LlamaIndex certification valid, and what is the renewal process?
What post-training support does Koenig provide after completing the Building Agentic RAG with LlamaIndex course?
What are the prerequisites or prior experience needed for the Building Agentic RAG with LlamaIndex course?
How does the salary or career impact compare for professionals trained in Building Agentic RAG with LlamaIndex?
How does Koenig's Building Agentic RAG with LlamaIndex course compare to self-study options?
Still have questions?
Chat with a Training Advisor →Resources
Learn more about LlamaIndex Agentic RAG: Router & Multi-Doc Agents before you enroll
Happiness Guarantee
We are so confident in the quality of our training that we offer a full money-back guarantee. Not satisfied? Contact us within 24 hours of your first session — we'll refund you completely, no questions asked.