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Retrieval-Augmented Generation Course

Rated 5 out of 5

Infibee Technologies offers India’s Industry oriented Retrieval-Augmented Generation Training with global certification and job Placement Guidance.

Commence your professional journey with our Retrieval-Augmented Generation Course, is guided by more than 12+ years of Industry experienced experts with practical learning through real time projects, case studies and assignments. Our Course includes affordable fees, mock projects, resume writing, interview preparation, placement training, and lifetime access to recorded online classes.

Enroll in our Retrieval-Augmented Generation Training Institute and explore your career prospects and high-paying job opportunities in the top-tier companies.

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Retrieval-Augmented Generation (RAG) Course Overview

Retrieval-Augmented Generation (RAG) is an AI technique that brings together information retrieval and generative AI. This approach helps create responses that’re more relevant, accurate and tied to the right context. Than depending only on what is already stored in a language model RAG systems go out and find useful information from outside sources. These sources include documents, databases, knowledge bases and vector databases. The retrieved content is then given to the AI model so it can generate answers.

The Retrieval-Augmented Generation Training at Infibee Technologies is made for learners who want to understand how modern RAG applications are built put together and used in situations. The course covers ideas like document processing, embeddings, vector databases, semantic search, retrieval pipelines, prompt engineering integrating large language models and building full RAG applications. Students get hands-on experience through projects and exercises focused on implementation.

The value of a Retrieval-Augmented Generation Course comes from the increasing use of AI in business settings. It’s being used in enterprise search, smart assistants, document analysis, customer support and knowledge management systems. RAG allows organizations to connect AI models with their own data. This ensures that when the AI gives an answer it has access to the context. Learning RAG helps students, developers, data professionals and anyone interested, in AI gain skills needed for building AI tools that work well with information. A structured course also gives practical insight into the tools, processes and development methods used in real-world RAG solutions.

Course Topics Covered Applications Tools & Technologies
RAG fundamentals and architecture Enterprise knowledge assistants Python
Document loading and preprocessing Document question answering LangChain
Text chunking and data preparation Intelligent search LlamaIndex
Embeddings and semantic search Customer-support assistants OpenAI APIs
Vector database concepts Internal knowledge bases Hugging Face
Retrieval strategies Research assistants FAISS
Prompt engineering for RAG PDF/document analysis ChromaDB
LLM integration AI chatbots Pinecone
Context management Content and knowledge retrieval Weaviate
RAG evaluation and optimization Domain-specific AI applications Vector databases & LLM frameworks
RAG application development Retrieval-based recommendation systems Git, APIs and Python libraries
Deployment fundamentals Enterprise AI solutions Cloud and deployment platforms

Why Choose Infibee Technologies for a Retrieval-Augmented Generation Course?

  • Industry-experienced trainers
  • Practical RAG training
  • Real-time project exposure
  • Hands-on implementation
  • RAG architecture fundamentals
  • Python-based AI development
  • LLM integration training
  • Vector database concepts
  • LangChain and LlamaIndex exposure
  • Embeddings and semantic search
  • Prompt engineering
  • Document processing techniques
  • RAG application development
  • Mock project experience
  • Resume preparation
  • Interview preparation
  • Placement-oriented training
  • Industry-relevant curriculum
  • Recorded session access
  • Flexible learning support

Retrieval-Augmented Generation Training Institute – Get Certified with Infibee Technologies

Infibee Technologies is presented as a training-focused organization offering technology learning resources and certification-oriented content. Its publicly accessible website contains extensive technical learning material across areas including programming, databases, networking, cybersecurity, and cloud technologies.

For learners interested in Retrieval-Augmented Generation (RAG), training can be structured around practical programming skills, real-world AI applications, hands-on learning, project-based training, and an industry-oriented curriculum. A practical approach can help learners understand how RAG systems connect language models with external knowledge sources and how these concepts can be applied when developing AI-powered applications.

The training approach can also incorporate interview preparation and career guidance, helping learners organize their technical knowledge, discuss project work, and prepare for technical discussions related to Python, LLMs, embeddings, vector databases, retrieval pipelines, and AI application development.

Infibee Technologies’ website also demonstrates a background in technical education content and certification-related learning resources, including material covering established technology certifications such as Oracle, CCNA, CEH, CISSP, and other IT subjects.

Trainer Experience

Training can be supported by experienced instructors; however, a specific 12+ years of industry experience claim could not be independently verified.

Real-Time Project Exposure

Practical projects can help learners understand RAG workflows, retrieval pipelines, LLM integration, and real-world AI application development through implementation.

Certification / Company Background

Infibee provides technology-focused learning resources and certification-related content; its public website demonstrates experience across multiple established IT subject areas.

Affordable Course Fees

The course can emphasize accessible pricing while providing structured learning, practical exercises, projects, and career-oriented preparation without unsupported competitor comparisons.

Teaching Methodology

Instructor-led sessions, practical knowledge, real time exercises, doubt clarification, mock projects, and interview preparation support structured technical learning.

Certification

Infibee Technologies can provide Retrieval-Augmented Generation certification to learners, subject to the applicable program terms. Learners should verify certificate details, issuing authority, and eligibility directly with Infibee.

Modes of Retrieval-Augmented Generation Training

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

Global Certifications Available for Retrieval-Augmented Generation Training

Serial Number Certification Code Cost Certification Expiry
1 AWS AIP-C01 – AWS Certified Generative AI Developer – Professional ₹25,659 3 years
2 NCA-GENL – NVIDIA-Certified Associate: Generative AI LLMs Approx. ₹11,000 2 years
3 NCP-GENL – NVIDIA-Certified Professional: Generative AI LLMs Approx. ₹18,000 2 years
4 NCP-AAI – NVIDIA-Certified Professional: Agentic AI Approx. ₹18,000 2 years
5 Google Cloud Generative AI Leader Approx. ₹9,000 3 years
6 Microsoft AI-103 – Azure AI Apps and Agents Developer Associate Approx. ₹15,000 Microsoft credential terms apply

Who Can Join?

The Retrieval-Augmented Generation Course can be suitable for learners who want to develop practical skills in generative AI, LLM applications, information retrieval, and AI-agent development.

  • Fresh graduates interested in AI and Generative AI careers
  • Computer Science and IT students
  • Software developers looking to add LLM and RAG skills
  • Python developers interested in AI application development
  • Data scientists and ML professionals
  • Machine Learning Engineers
  • AI Engineers and aspiring AI Engineers
  • Backend developers working with APIs and databases
  • Cloud professionals moving toward AI workloads
  • Generative AI enthusiasts
  • Professionals planning a career transition into AI
  • Technical professionals building enterprise knowledge applications
  • Entrepreneurs and product developers exploring AI-powered applications

A basic understanding of programming, particularly Python, can be helpful for learners pursuing the technical implementation aspects of RAG.

Career Opportunities in Retrieval-Augmented Generation

Job Role Typical Focus
Generative AI Engineer Develop and integrate LLM-powered applications
RAG Engineer Build retrieval, embedding, vector-search, and generation pipelines
AI Engineer Design and deploy AI applications and intelligent systems
LLM Application Developer Develop applications using large language models and APIs
AI Agent Developer Build AI agents, tool integrations, and agentic workflows
Machine Learning Engineer Develop, evaluate, and deploy ML and AI systems
Generative AI Developer Implement production-oriented GenAI applications
AI Solutions Architect Design AI application architectures and enterprise integrations
NLP Engineer Work with language-processing and language-model applications
Applied AI Engineer Apply AI models to practical business and product use cases
AI/ML Platform Engineer Build infrastructure and deployment workflows for AI systems
AI Research Engineer Experiment with LLMs, retrieval, evaluation, and emerging AI techniques

Who’s Hiring Advanced Retrieval-Augmented Generation Professionals?

  • Microsoft
  • Amazon / AWS
  • Google / Google Cloud
  • IBM
  • Accenture
  • NVIDIA
  • Deloitte
  • TCS
  • Infosys
  • Wipro

Can I Study Retrieval-Augmented Generation in Other Locations?

How to Register for the Retrieval-Augmented Generation Course at Infibee Technologies?

Step 1: Enquire About the Course

Reach out to Infibee Technologies to get the most up-to-date information about the RAG course including details on the curriculum, cost, any upcoming batches, and modes of training.

Step 2: Going for Demo or Discussing your Requirements

In case there are some demo sessions being conducted upfront, attend them and share your learning goals, technical knowledge, and time preference with the trainers.

Step 3: Enroll

Select the mode of training as possible and enroll in the course post confirmation of schedule, fee structure, syllabus, and certification details.

Enroll Today: Unlock Your Retrieval-Augmented Generation Training Potential

Interested learners can contact Infibee Technologies to explore the Retrieval-Augmented Generation course, discuss available batches, attend a demo if offered, and choose a suitable learning format.

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Upcoming Retrieval-Augmented Generation (RAG) Batches

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Mon-FriWeekdays Regular
08:00 AM & 10:00 AM Batches(Class 1Hr - 2Hrs) / Per Session
[dateshortCodeCi day=' wednesday ' ]
Mon - FriWeekdays Regular
06:00 PM & 08:00 PM Batches(Class 1Hr - 2Hrs) / Per Session
[dateshortCodeCi day=' Friday ' ]
Sat-SunWeekend Batch
09:00 AM & 01:00 PM Batches(Class 2Hr - 4Hrs) / Per Session
Can't find a batch? Pick your own schedule

Retrieval-Augmented Generation (RAG) Course Syllabus

Learn how to build production-ready AI applications using Retrieval-Augmented Generation (RAG). Understand document processing, embeddings, vector databases, retrieval strategies, and LLM integration. Build practical RAG applications with evaluation, optimization, and deployment techniques.

  • LLM fundamentals and Generative AI concepts
  • What is RAG and why it is needed
  • RAG vs. fine-tuning
  • RAG architecture and real-world use cases
  • PDF, Word, web, CSV and database data
  • Document loading and parsing
  • Text cleaning and preprocessing
  • Metadata extraction and management
  • Text chunking strategies
  • Semantic, recursive and contextual chunking
  • Embedding models
  • Similarity measures and embedding optimization
  • Vector database fundamentals
  • FAISS, ChromaDB and modern vector stores
  • Indexing and similarity search
  • Metadata filtering and hybrid search
  • Query processing
  • Retriever and generator components
  • Prompt construction
  • Context injection and response generation
  • End-to-end RAG implementation
  • Hybrid search: keyword + semantic
  • Query expansion and rewriting
  • Multi-query retrieval
  • Reranking and contextual retrieval
  • Parent-child document retrieval
  • LangChain and LlamaIndex
  • RAG chains and agents
  • Tool calling and structured outputs
  • Conversational and memory-enabled RAG
  • Agentic RAG architecture
  • Multi-step retrieval
  • Graph-based and knowledge-based RAG
  • Multimodal RAG
  • Enterprise knowledge assistants
  • Retrieval and generation evaluation
  • Hallucination detection
  • RAGAS and evaluation metrics
  • Prompt injection and data security
  • Latency, cost and performance optimization
  • API development and application integration
  • Docker and cloud deployment concepts
  • Monitoring and observability
  • Scaling RAG applications
  • Emerging RAG architectures and best practices for 2026
Need customized curriculum?
Build Resume & Get PlacedPlacement Support With Resume Preparation & Interview Guidance

Hands On Retrieval-Augmented Generation (RAG) Projects

Enroll in our Retrieval-Augmented Generation (RAG) classes in Gurgaon, 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 practice

Intelligent Document Q&A Assistant

  • Upload and process PDFs and business documents
  • Build embeddings and vector search
  • Implement conversational RAG
  • Generate context-grounded answers with source references

Enterprise Knowledge Base Assistant

  • Connect multiple data sources
  • Implement hybrid search and reranking
  • Add metadata filtering and access control
  • Evaluate retrieval quality and reduce hallucinations

Agentic RAG Research Assistant

  • Build an agent capable of multi-step retrieval
  • Combine web/data tools with a RAG knowledge base
  • Implement query planning and tool calling
  • Deploy an end-to-end AI research assistant

For Corporates

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

Corporate Training
"Leading Companies We've Served"
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Our Instructor
Name
Mrs. Karthika
Experience
10+ Years
Specialized in
Generative AI, Large Language Models (LLMs), Retrieval-Augmented Generation (RAG), AI Agents, Vector Databases, LangChain, LlamaIndex, and production-grade AI application development.
More Details
The trainer brings practical expertise in designing and developing modern Generative AI and RAG solutions. Training focuses on real-world implementation, hands-on coding, architecture, evaluation, and deployment rather than only theoretical concepts. Participants will work with industry-relevant tools and projects to build skills applicable to enterprise AI applications.

Retrieval-Augmented Generation (RAG) Training Objectives

Our Best Retrieval-Augmented Generation (RAG) Training aims to empower participants with comprehensive skills and practical knowledge in this field. Objectives include mastering core concepts, applying skills through real-world projects, critical thinking, and tackling professional challenges. This enhances career development and contributes to industry advancement.

Basic Python programming knowledge is recommended for this course. A deep understanding of Machine Learning or LLMs is not required because the concepts are introduced progressively. Some familiarity with APIs, databases, and Python will make the hands-on exercises easier.

The course covers LLMs, embedding models, vector databases, LangChain, LlamaIndex, and RAG evaluation tools. Participants also learn techniques such as semantic search, hybrid search, reranking, query rewriting, and Agentic RAG. The exact tools can be adapted to current industry developments and available models in 2026.

Participants build three practical applications covering different levels of RAG development. Projects include a Document Q&A Assistant, an Enterprise Knowledge Base Assistant, and an Agentic RAG Research Assistant.

RAG gives an LLM access to external information at query time without changing the model’s underlying parameters. Fine-tuning modifies model behavior by training it further on a specific dataset. RAG is commonly useful when information changes frequently or needs to remain outside the model’s parameters.

Yes, RAG can be designed for enterprise environments with appropriate security, access controls, monitoring, and evaluation. The course covers production considerations such as performance, cost optimization, hallucination reduction, and data security.

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.

Retrieval-Augmented Generation (RAG) Career Opportunity

Retrieval-Augmented Generation (RAG) is the most common programming language, and it works on all computers and mobile devices without needing to be upgraded. It is one of the highest-paying careers in the software development industry, and those with the Retrieval-Augmented Generation (RAG) certification can earn an average of  8 LPA per year.

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

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Retrieval-Augmented Generation (RAG) Training FAQ's

Infibee Retrieval-Augmented Generation (RAG) Training 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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