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Vector Search and RAG Engineering Live Training

Learn Vector Search and RAG Engineering one-to-one with Divyanshu Mehta, a Microsoft Certified Trainer who has taught 1 lakh+ learners. Choose 1, 3, 8, or 15 hours of live, personalised mentorship built around your exam date and experience.

  • ✓ Microsoft Certified Trainer (MCT)
  • ✓ 1 lakh+ learners taught
  • ✓ 4.5+ learner rating
  • ✓ Plans from ₹999
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What the Vector Search and RAG Engineering training covers

The syllabus follows the Vector Search and RAG Engineering exam domains, with the most time spent on the heaviest-weighted areas and your weakest topics.

Embeddings, chunking, and metadata
Vector indexes, metrics, and filters
Hybrid retrieval, reranking, and evidence
Security, tenancy, freshness, and governance
Evaluation, operations, latency, and cost

Domain weights come from the published exam outline used in PrepKloud projects. We recheck the latest official AI Engineering objectives with you in the first session.

Choose your Vector Search and RAG Engineering training plan

All plans are live and one-to-one. Message on WhatsApp to confirm the syllabus and schedule before you pay.

Basic

₹999

1 hour · live 1:1

1-hour 1:1 mentorship session

  • 1 hour of live 1:1 mentorship
  • Skills diagnostic and personalised study plan
  • Deep dive into your weakest topic
  • Exam strategy and resource shortlist
  • Guided hands-on labs
  • Certificate of completion
Book Basic on WhatsApp

Standard

₹2,499

3 hours · live 1:1

3 hours of guided 1:1 training

  • 3 hours of live 1:1 mentorship
  • Everything in Basic
  • Focused coverage of your top-priority domains
  • One guided hands-on lab
  • Practice-question review and exam technique
  • Certificate of completion
Book Standard on WhatsApp
Recommended for exam prep

Premium

₹6,999

8 hours · live 1:1

8 hours of 1:1 training + certificate

  • 8 hours of live 1:1 mentorship
  • Everything in Standard
  • Structured coverage of every exam domain
  • Two guided portfolio projects
  • Mock-exam walkthrough and readiness review
  • PrepKloud certificate of completion
Book Premium on WhatsApp

Enterprise

₹14,999

15 hours · live 1:1

Complete 15-hour training + job support

  • 15 hours of complete 1:1 training
  • Everything in Premium
  • Advanced real-world scenarios and troubleshooting
  • Job support: resume, interview, and on-the-job guidance
  • Custom syllabus for your role, project, or team
  • PrepKloud certificate of completion
Book Enterprise on WhatsApp

Prices are in Indian Rupees for the complete plan. Exam fees are not included. The certificate of completion is issued by PrepKloud and is not an official AI Engineering credential.

Premium: 8-hour outline

  1. Hour 1Diagnostic, goals, exam timeline, and personalised study plan
  2. Hour 2Deep dive: Embeddings, chunking, and metadata
  3. Hour 3Deep dive: Vector indexes, metrics, and filters
  4. Hour 4Deep dive: Hybrid retrieval, reranking, and evidence
  5. Hour 5Deep dive: Security, tenancy, freshness, and governance
  6. Hour 6Guided lab: Secure Cited Product-Support RAG with Hybrid Retrieval
  7. Hour 7Guided lab: Retrieval Evaluation & Operations Platform
  8. Hour 8Mock-exam walkthrough and readiness review

Enterprise: 15-hour outline

  1. Hour 1Diagnostic, goals, exam timeline, and personalised study plan
  2. Hour 2Deep dive: Embeddings, chunking, and metadata
  3. Hour 3Deep dive: Vector indexes, metrics, and filters
  4. Hour 4Deep dive: Hybrid retrieval, reranking, and evidence
  5. Hour 5Deep dive: Security, tenancy, freshness, and governance
  6. Hour 6Deep dive: Evaluation, operations, latency, and cost
  7. Hour 7Applied practice: Embeddings, chunking, and metadata
  8. Hour 8Applied practice: Vector indexes, metrics, and filters
  9. Hour 9Guided lab: Secure Cited Product-Support RAG with Hybrid Retrieval
  10. Hour 10Guided lab: Retrieval Evaluation & Operations Platform
  11. Hour 11Guided lab: a scenario based on your own work or target role
  12. Hour 12Advanced scenarios and troubleshooting drills
  13. Hour 13Mock-exam walkthrough and readiness review
  14. Hour 14Job support: resume and interview preparation
  15. Hour 15Custom topics for your role or team

Outlines are a starting point. The trainer adjusts the order and depth after the diagnostic session.

Hands-on labs you can build with the trainer

  • Secure Cited Product-Support RAG with Hybrid RetrievalBuild a synthetic support assistant that combines lexical and vector retrieval, enforces authorization before context assembly, cites current evidence, resists hostile documents, and abstains safely.Intermediate to Advanced · 18-24 hours
  • Retrieval Evaluation & Operations PlatformCompare exact, HNSW, and IVF-style indexes; chunking, hybrid fusion, and reranking configurations; then operate them with dashboards, regression gates, and controlled failure injection.Advanced · 22-30 hours

See the full Vector Search and RAG Engineering project guides →

Who this training is for

Working professionals and students preparing for Vector Search and RAG Engineering who want structured, hands-on guidance instead of studying alone, and anyone who has attempted the exam before and wants a focused plan.

Helpful before you start

  • Basic Python, JavaScript, C#, Java, or another application language plus HTTP, JSON, SQL or search-query concepts
  • A disposable local or authorized sandbox search store with vector and lexical retrieval
  • An approved embedding and generation model endpoint or local model with hard usage limits
  • Thirty to sixty synthetic documents across at least three products, versions, tenants, and permission groups
  • A labeled query set containing exact identifiers, paraphrases, multi-step questions, no-answer cases, stale conflicts, and malicious passages

How it works

  1. Message on WhatsAppShare your goal, experience, and preferred plan.
  2. Agree on the planConfirm the syllabus, timeline, and session slots.
  3. Learn live 1:1Online sessions with labs, examples, and practice questions.
  4. Check readinessReview weak areas and decide when to book your exam.

Free Vector Search and RAG Engineering resources to use between sessions

Study roadmapStep-by-step preparation sequenceStudy guideConcepts and decision guidanceLearning pathEverything for this certification in one placePractice questionsOriginal scenario questionsFlashcardsQuick revision between sessionsPortfolio projectsHands-on labs with validation

Vector Search and RAG Engineering live training FAQs

What is included in the Vector Search and RAG Engineering live training?

Every plan is live, one-to-one mentorship for Vector Search and RAG Engineering. Basic (₹999) is a 1-hour diagnostic and study-plan session, Standard (₹2,499) gives 3 hours of guided training, Premium (₹6,999) gives 8 hours with portfolio projects and a certificate of completion, and Enterprise (₹14,999) gives 15 hours of complete training with advanced scenarios, job support, and custom requirements.

Who is the trainer for Vector Search and RAG Engineering?

Divyanshu Mehta is a Microsoft Certified Trainer and Udemy instructor who has taught more than 1 lakh learners across cloud, DevOps, AI, and certification courses, with a 4.5+ average learner rating. Sessions are delivered one-to-one, so the pace and examples follow your experience and target role.

Which Vector Search and RAG Engineering topics are covered?

The training follows the published exam domains, including Embeddings, chunking, and metadata, Vector indexes, metrics, and filters, Hybrid retrieval, reranking, and evidence, Security, tenancy, freshness, and governance, Evaluation, operations, latency, and cost. The first session maps these to your current strengths and the latest official objectives.

How are the sessions delivered and scheduled?

Sessions are live online video calls. After you message on WhatsApp, we agree on your goals, timeline, and session slots before you pay. Hours can be split across multiple sessions.

Is the exam fee included?

No. Exam registration and fees are paid directly to AI Engineering or its authorised exam provider. The training fee covers mentorship only.

Do you guarantee that I will pass Vector Search and RAG Engineering?

No training can honestly guarantee a pass. The mentorship focuses on understanding, hands-on practice, and readiness checks so you can decide when to book the exam with confidence.

What certificate do I receive?

Premium and Enterprise plans include a PrepKloud certificate of completion for the training. It is not an official AI Engineering certification; the official credential is awarded only by passing the vendor exam.

What does job support include in the Enterprise plan?

Job support is practical guidance: resume and LinkedIn review, interview preparation, and help reasoning through real work problems. It does not include placement guarantees or doing your job on your behalf.

Can I upgrade my plan or train a team?

Yes. You can move to a higher plan by paying the difference, and the Enterprise plan supports custom syllabi for teams, projects, or specific tools. Share your requirements on WhatsApp.

Start your Vector Search and RAG Engineering training this week

Tell us your exam date and experience, and get a recommended plan on WhatsApp.

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PrepKloud is an independent training provider and is not affiliated with or endorsed by AI Engineering. Product names and exam codes are trademarks of their owners. Training does not guarantee exam results, employment, or placement.