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AI Agent + RAG Training

Rated 5 out of 5
  • 19805
  • Intermediate

Infibee Technologies is India’s industry-focused AI Agent + RAG Training with a global certification and job placement support.

Kickstart your career with AI Agent + RAG Course is guided by 10+ years of Industry experienced experts with practical knowledge through hands-on projects, case studies and assignments. Our course offers Mock projects, resume and cover letter/interview training, placement support, and lifetime access to our training session recordings.

Our AI Agent + RAG Training Institute will aid you in launching your career in Artificial Intelligence (AI) and building a career in high-income, multinational companies.

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AI Agent + RAG Classes Overview

Infibee’s AI Agent + RAG Course is a learning program that explores the integration of intelligent agents with Retrieval-Augmented Generation (RAG). AI Agent technology enables software agents to perform tasks, access and interact with other software components, and automate business processes. RAG integrates RAG components to software applications to enable the retrieval of contextual information and response generation. Combining intelligent agents with RAG enables the development of practical business applications such as software bots and business process automation.

The AI Agent + RAG Training provides the fundamentals of Artificial Intelligence and various related fields including LLMs, agent technology, software development, integration and automation. The Program is intended for professionals including students, software developers and other working professionals. The Program covers concepts, techniques and approaches to integrate Artificial Intelligence in business applications.

The increasing use of AI-based business process automation and other related applications demands similar technical skills by employees. The AI Agent + RAG Classes equips participants the required skills in using LLMs, intelligent agents and RAG for integrating Artificial Intelligence in business applications.

Course Topics Covered Applications Tools & Technologies
Generative AI Fundamentals AI-powered applications Python
Large Language Models (LLMs) Intelligent AI assistants OpenAI APIs
Prompt Engineering Prompt-based automation LLM APIs
AI Agents & Agent Architecture Autonomous task workflows LangChain
Agentic Workflows Business process automation LangGraph
Retrieval-Augmented Generation (RAG) Knowledge-base assistants LlamaIndex
Document Loading & Processing Document question answering PDF/Text loaders
Text Chunking & Embeddings Semantic search Embedding models
Vector Databases Enterprise knowledge retrieval FAISS, Chroma, Pinecone
Retrieval & Re-Ranking Context-aware responses Vector search & rerankers
Tool Calling & Function Calling API and tool automation REST APIs, Function Calling
Memory & Context Management Conversational AI Agent memory frameworks
RAG Evaluation & Optimization Improving retrieval quality Evaluation frameworks
AI Application Development Custom AI solutions Python, FastAPI, Streamlit
Deployment & Monitoring Production AI applications Cloud platforms, Git, Docker

Why Choose Infibee Technologies for an AI Agent + RAG Course?

  • AI Agent + RAG-focused curriculum
  • Practical, project-oriented learning
  • Industry-experienced trainers
  • Hands-on AI application development
  • Real-world mock projects
  • Generative AI and LLM fundamentals
  • Prompt engineering practice
  • RAG pipeline development
  • AI agent workflow development
  • Vector database concepts
  • Tool and API integration
  • Resume preparation support
  • Interview preparation
  • Placement-oriented training
  • Mock interview practice
  • Recorded session access
  • Learning resources and course materials
  • Beginner-to-advanced learning approach
  • Practical exposure to commonly used AI tools

Best AI Agent + RAG Training Institute – Get Certified with Infibee Technologies

Infibee Technologies is an institute based out of Chennai, that helps students and working professionals learn technical skills by means of training programs and workshops. The AI Agent + RAG Training is a technology program that helps learners understand Artificial Intelligence and its concepts and helps them identify real world situations and cases using Large Language Models, Retrieval-Augmented Generation, Chatbot and other derived AI applications, Prompt Engineering and Vector Databases and APIs.

The AI Agent + RAG Course assists students in learning Industrial programming and AI and its related applications. Program participants learn programming concepts and other Artificial Intelligence applications. The program gives participants the opportunity to learn programming concepts and AI development and its related technologies. Further, the program helps participants in honing and enhancing their knowledge in one of the areas of AI and associated technologies.

As part of the AI Agent + RAG Classes, participants are helped in learning skills pertaining to occupationally relevant AI and related technology. This includes learning how to create a competent technical profile and effectively project and explain a technical project to an audience. The program is helpful to students and professionals in gaining and enhancing their knowledge on AI Agents and related technologies.

Trainer Experience

The trainers have the required industry experience and can explain various AI Agent and RAG concepts with various real time examples.

Real-Time Project Exposure

Students learn to apply LLMs, RAG pipelines, and other APIs to create AI agents to build workflow applications, retrieval systems, and other projects, providing a deeper understanding of AI agent development.

Certification/Company Background

Infibee offers technology training and certifications at the end of courses. Prospective students should verify certification details with the company.

Affordable Course Fee

The course fee is set at a level that allows the general public to evaluate interest and learn about the field of AI Agents and RAG. Prior negative experience with similar courses is not necessary.

Teaching and Learning Methods

The training employs lectures, demonstrations, exercises, projects, and clarification of concept doubt. Other activities including mock and real job interviews, are offered as integrated and ancillary training.

Certification

Upon completion of the AI Agent + RAG Training, participants receive a certificate of attendance and recognition from Infibee Technologies.

Modes of AI Agent + RAG Training

  • Classroom Training
  • Online Training
  • Corporate Training
  • Self-Placed Training

Global Certifications Available for AI Agent + RAG Training in Hyderabad

Serial Number Certification Code Cost (Approx. INR) Certification Expiry
1 Microsoft AI-103 ₹13,700* 1 year
2 Microsoft AI-901 ₹8,200* Does not currently have a stated expiry
3 GitHub GH-600 – Agentic AI Developer ₹13,700* 1 year
4 Microsoft AB-620 – AI Agent Builder Associate ₹13,700* 1 year
5 Google Cloud Generative AI Leader ₹8,200* 3 years

Who Can Join?

The AI Agent + RAG Course can be suitable for:

  • Students pursuing Computer Science, IT, Engineering, Data Science, or related degrees
  • Recent graduates looking to develop AI development skills
  • Python developers interested in Generative AI and LLM applications
  • Software developers moving toward AI engineering
  • Data scientists and machine-learning professionals
  • Backend developers working with APIs and cloud applications
  • Professionals interested in AI automation and intelligent workflows
  • Working IT professionals looking to expand into agentic AI
  • Entrepreneurs and technical founders exploring AI-powered products
  • Professionals with basic programming knowledge who want practical exposure to RAG and AI agents

Career Opportunities in AI Agent + RAG

Job Role Typical Focus
AI Engineer Developing and integrating AI-powered applications
Generative AI Engineer Building LLM and generative-AI solutions
AI Agent Developer Designing and implementing autonomous AI agents
Agentic AI Developer Building agent workflows, tools, memory, and orchestration
RAG Engineer Developing retrieval-augmented generation pipelines
LLM Application Developer Integrating LLMs into software applications
Machine Learning Engineer Developing and deploying machine-learning and AI systems
NLP Engineer Building language-processing and conversational AI systems
AI Solutions Architect Designing enterprise AI architectures and integrations
AI Application Developer Developing AI-enabled business applications
AI/ML Software Engineer Engineering production AI and ML systems
Conversational AI Developer Building AI assistants and conversational applications

Who’s Hiring Advanced AI Agent + RAG Training Professionals?

Companies with documented AI, agentic-AI, generative-AI, or RAG-related roles include:

  • Microsoft — current India roles reference agentic AI, LLMs, RAG, workflow orchestration, and AI-powered solutions.
  • Amazon / AWS — India roles include AI-agent development, generative AI adoption, Alexa agent systems, and AI-integrated applications.
  • Salesforce — India openings include agentic product engineering, Agentforce, AI architecture, and roles involving RAG pipelines and agent orchestration.
  • IBM — IBM Careers identifies AI and watsonx roles including AI Engineer and backend-development positions supporting enterprise AI platforms.
  • Radiansys — a recent Chennai listing for an Agent Developer – Knowledge Graph specifically references LangGraph/LangChain, RAG, Graph RAG, vector databases, embeddings, and LLM APIs.

Actual vacancies, locations, experience requirements, and hiring needs change over time, so candidates should verify individual openings before applying.

Can I Study AI Agent + RAG Training in Other Locations?

If you are searching for “AI Agent + RAG Training near me,” check the institute’s current classroom locations and online-batch availability rather than assuming a physical center is offered in every city.

How to Register for the AI Agent + RAG Course at Infibee Technologies?

Step 1 – Enquire About the Course
Contact Infibee Technologies and request current information about the AI Agent + RAG course, syllabus, schedule, fees, and available training mode.

Step 2 – Attend a Demo or Counselling Session
If a demo or counselling session is available, attend it to understand the teaching approach, practical projects, course structure, and learning requirements.

Step 3 – Complete Enrollment
Choose the available batch and training mode, complete the institute’s registration process, and begin the course according to the scheduled curriculum.

Enroll Today: Unlock Your AI Agent + RAG Training Potential

Interested learners can contact Infibee Technologies to discuss the course, check available batches, attend a demo if offered, and explore how AI Agent + RAG skills align with their career goals.

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Why People Choose Infibee ?

  • Learn From Industry Experts
  • Designed for Working Professionals and Freshers
  • 24/7 Lifetime Support
  • Certification Oriented Curriculum
  • Flexible Class Shedule
  • FREE Demo on Request
  • One-on-One Doubt Clearing
  • Real-time Project Use cases
Join in a group of three or more on same course we will be delighted to offer you a group discount upto 30%.
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Upcoming AI Agent + RAG Batches

28-09-2026
Mon-FriWeekdays Regular
08:00 AM & 10:00 AM Batches(Class 1Hr - 2Hrs) / Per Session
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23-09-2026
Mon - FriWeekdays Regular
06:00 PM & 08:00 PM Batches(Class 1Hr - 2Hrs) / Per Session
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25-09-2026
Sat-SunWeekend Batch
09:00 AM & 01:00 PM Batches(Class 2Hr - 4Hrs) / Per Session
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Can't find a batch? Pick your own schedule
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AI Agent + RAG Course Syllabus

Download Syllabus

The syllabus combines modern Agentic RAG, AI agents, LangChain/LangGraph, memory, tool use, MCP, multi-agent retrieval, evaluation, and production deployment. Current 2026 training programs are increasingly combining RAG with agentic workflows, query routing, multi-agent systems, and observability.

  • Introduction to Generative AI, LLMs and AI Agents
  • AI Agents vs. traditional RAG applications
  • RAG architecture and Agentic RAG
  • Agent lifecycle: reasoning, planning and action
  • Prompt engineering and context engineering
  • Tool calling and structured outputs
  • Document loading and preprocessing
  • Chunking strategies and metadata
  • Embeddings and vector databases
  • Semantic, keyword and hybrid search
  • Retrieval and reranking
  • Building a complete basic RAG pipeline
  • Agent + Retriever architecture
  • Retrieval tools for AI agents
  • Query understanding and reformulation
  • Intelligent document and knowledge retrieval
  • Agent memory and conversation context
  • ReAct-based RAG agents
  • Agentic RAG architecture
  • Corrective RAG and Self-RAG
  • Query routing and multi-source retrieval
  • Reflection and self-correction
  • Retrieval validation and answer grounding
  • Retry and fallback strategies
  • LangChain RAG components
  • LangGraph nodes, edges and state
  • Stateful RAG workflows
  • Conditional routing and retrieval loops
  • Subgraphs and agent orchestration
  • Human-in-the-loop RAG applications
  • Model Context Protocol (MCP)
  • MCP tools, resources and servers
  • Connecting agents to databases and external systems
  • Tool discovery and dynamic retrieval
  • MCP security and authorization
  • Building MCP-enabled RAG agents
  • Single-agent vs. multi-agent RAG
  • Researcher, retriever, analyst and writer agents
  • Supervisor and worker architecture
  • Parallel retrieval and task delegation
  • Multi-source knowledge orchestration
  • Collaborative multi-agent RAG
  • Long-term knowledge and agent memory
  • Structured and unstructured data retrieval
  • SQL/database agents
  • Knowledge graphs and Graph RAG concepts
  • Hybrid knowledge architectures
  • Personalized RAG applications
  • RAG evaluation metrics
  • Retrieval quality and answer faithfulness
  • LLM-as-a-Judge
  • Tracing and agent observability
  • Prompt injection and data-security risks
  • Guardrails, access control and PII protection
  • Production architecture and API development
  • FastAPI and Docker deployment
  • Performance, latency and cost optimization
  • Monitoring and logging
  • Scaling RAG and agent workflows
  • Capstone: End-to-end AI Agent + RAG application
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Hands On Oracle HCM Projects

Enroll in our AI Agent + RAG Training, where our course focuses on providing high-quality training with a strong foundation in core concepts and a practical approach. Through exposure to current industry use cases and scenarios, participants will enhance their skills and gain the ability to execute real-time projects using best practices.

Intelligent Document Research Agent

  • Build an AI agent that searches, retrieves, and analyzes information from multiple documents.
  • Implement RAG, vector databases, memory, and intelligent query routing.
  • Generate context-aware research reports with source citations.

Multi-Agent Knowledge Assistant

  • Develop specialized agents for retrieval, analysis, fact-checking, and response generation.
  • Implement LangGraph-based orchestration with RAG and tool calling.
  • Add MCP integration, human-in-the-loop validation, and error recovery.

Enterprise AI Support Agent

  • Build a RAG-powered customer support agent using company knowledge bases and FAQs.
  • Integrate APIs, databases, memory, and external tools through MCP.
  • Implement evaluation, guardrails, observability, and production deployment.

For Corporates

Educate your workforce with new skills to improve their performance and productivity.

Corporate Training
  • Customised training with customised curriculum to meet the requirements of your workforce
  • Diversified learning models Live online training, Self-paced videos, On-premises training, and Classroom training
  • Dedicated lab setup with software installation, evaluation reports of employees, and study material with video recoding
  • We have a diverse pool of skilled instructors from numerous industries, ensuring the best fit for your customised requirements
  • Track and measure the impact of training on individuals and teams with our evaluation performance report
"Leading Companies We've Served"
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Our Instructor
Name
Mr. Prakash
Experience
8+ Years
Specialized in
AI Agents, RAG, Agentic RAG, LLMs, LangChain, LangGraph, MCP, Vector Databases, and AI Automation.
More Details
Prakash is an experienced AI professional with 8+ years of expertise in AI Agents and Retrieval-Augmented Generation (RAG). He specializes in Agentic RAG, LLMs, LangChain, LangGraph, MCP, and AI automation, with a strong focus on hands-on learning and real-world AI application development.
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AI Agent + RAG Training Objectives

Our Best AI Agent + RAG Course aims to empower participants with complete skills and practical knowledge in this field. Objectives provide you with mastering core concepts, applying skills through real-world projects, critical thinking, and ensuring professional challenges. This enhances career development and contributes to industry advancement.

To teach learners how to build intelligent AI agents that can retrieve knowledge and generate accurate, context-aware responses. The training focuses on practical Agentic RAG development.

You will learn AI Agents, RAG, Agentic RAG, LLMs, vector databases, embeddings, LangChain, LangGraph, and MCP. You will also learn memory, tools, and agent orchestration.

Basic Python and programming knowledge is recommended. The course combines concepts with hands-on implementation and projects.

Yes. You will learn intelligent retrieval, query routing, reasoning, memory, and self-correction techniques. You will build practical Agentic RAG workflows.

Yes, the training includes projects such as document research agents, multi-agent knowledge assistants, and enterprise support agents. These projects provide real-world development experience.

You will be able to design, develop, evaluate, and deploy AI Agent + RAG applications. These skills support careers in Generative AI, Agentic AI, RAG, and AI Engineering.

Job Assistance Program

Our Job Assistance Programme offers you special guidance through the course curriculum and helps in your interview preparation.

Specialised Curriculum
Get on-field knowledge and skills from our expert instructors.
Assessment
Upgrade your on-field skills with our assessments and track your progress in real time.
Hands-on Project
Our hands-on project help you gain experience in real-time working.
Certification Guidance
A global certificate always helps you stand out from the crowd.
Portfolio Building
Experts guide you to maximise your profile with current industry trends that employers expect.
Placment Cell
We promote your abilities and showcase your portfolio to employers.
Enquire Now

AI Agent + RAG Career Opportunity

Our placement partners provide career opportunities in Generative AI, Agentic AI, RAG, and AI Engineering. Learners receive job assistance, interview preparation, career guidance, and industry-focused support to help them build successful careers using AI Agent and RAG skills.

Annual Pay Scale
Employers
Annual Salary
Hiring Companies

Placement Guidance & Interview Preparation

Infibee’s placement guidance navigates you to your desired role in top organisations, ensuring you stand out and excel in every opportunity.

  • Resume Enhancement: Updating and enhancing your resume to effectively highlight your abilities, experience, and accomplishments.
  • Mock Interviews: Practice real-life interviews with feedback to fine-tune your responses, boost confidence, and reduce anxiety.
  • Industry Insights: Stay informed about industry trends, company culture, and expectations to excel in interviews.
  • Job Portal Updation: Update or create your profile in job portals with our guidance and listing of key words for your preferred designation.
  • Customized Preparation: Targeted preparation for specific job roles, ensuring you are well-prepared for role-specific questions.
  • Interview Strategies: Comprehensive coaching on interview techniques and communication skills to ace any interview.
  • Confidence Building: Boosting self-assurance and equipping you with the mindset needed to excel during interviews.
  • Online Presence: Optimizing your online presence, including LinkedIn profiles and social media, to align with your career goals.
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AI Agent + RAG Training FAQ's

Infibee AI Agent + RAG Course offers wide range of services that suits for both fresher and experienced persons via both offline and online at your suitable time slots.

You need not worry about having missed a class. Our dedicated course coordinator will help them with anything and everything related to administration. The coordinator will arrange a session for the student with trainers in place of the missed one.

Yes, of course. You can contact our team at Infibee Technologies, and we will schedule a free demo or a conference call with our mentor for you.

We provide classroom, online, and self-based study material and recorded sessions for students based on their individual preferences.

Yes, all our trainers are industry professionals with extensive experience in their respective domains. They bring hands-on practical and real-world knowledge to the training sessions.

Yes, participants typically receive access to course materials, including recorded sessions, assignments, and additional resources, even after the training concludes.

We provide placement assistance to students, including resume building, interview preparation, and job placement support for a wide range of software courses.

Yes, we offer customisation of the syllabus for both individual candidates and corporate also.

Yes, we offer corporate training solutions. Companies can contact us for customised programmes tailored to their team’s needs.

Participants need a stable internet connection and a device (computer, laptop, or tablet) with the necessary software installed. Detailed technical requirements are provided upon enrollment.

In most cases, such requests can be accommodated. Participants can reach out to our support team to discuss their preferences and explore available options.

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