Document ingestion pipeline
Complete a guided implementation, document your approach and practise explaining the result.
JOB-READY RAG & VECTOR DATABASE ENGINEERING TRAINING · WEST MAMBALAM
RAG & Vector Database Engineering Course in Chennai
Build grounded AI systems that search private knowledge using embeddings, retrieval pipelines, vector databases, reranking, and evaluation.
Practical Training Guided Projects Placement Assistance Interview Preparation
COURSE OVERVIEW
Build practical RAG & Vector Database Engineering skills
Build grounded AI systems that search private knowledge using embeddings, retrieval pipelines, vector databases, reranking, and evaluation.
At SRT, concepts are reinforced through trainer-led demonstrations, guided exercises, reviews and practical application—not theory alone.
WHO SHOULD JOIN?
Python developersAI engineersBackend developersData engineers
SKILLS & TOOLS
What you will work with
Course-specific concepts and tools taught through structured practice.
Embeddings
Chunking
Vector databases
Hybrid search
Reranking
RAG evaluation
OpenAI API
LangChain
LlamaIndex
pgvector
DETAILED SYLLABUS
A structured, practical learning path
Modules progress from foundations to application and project work.
01Module 1Embeddings and semantic search foundations
02Module 2Document loading, chunking, and metadata design
03Module 3Vector databases and hybrid retrieval
04Module 4Reranking, citations, and grounded generation
05Module 5RAG evaluation, observability, and security
06Module 6Private knowledge assistant capstone
PRACTICAL LEARNING
Practice with course-relevant work
Build confidence through exercises, assignments and portfolio-oriented use cases.
Hybrid retrieval application
Complete a guided implementation, document your approach and practise explaining the result.
Cited knowledge assistant
Complete a guided implementation, document your approach and practise explaining the result.
THE SRT APPROACH
Learn, practise, build and prepare
Learn
Understand concepts with trainer guidance.
Practise
Strengthen each skill through guided exercises.
Build
Apply your learning through project work.
Prepare
Improve project explanation and interview confidence.
CAREER OPPORTUNITIES
Roles related to these skills
Career paths may include the following roles depending on your broader skills, experience and interview performance.
RAG EngineerAI Search DeveloperLLM Application EngineerVector Database Developer
WHY SUCCESS ROOT TECHNOLOGIES?
Practical training in West Mambalam
Trainer guidance
Hands-on exercises
Project-based learning
Interview preparation
Placement assistance
Chennai classroom location
CLASSROOM TRAINING IN CHENNAI
Learn RAG & Vector Database Engineering at SRT in West Mambalam
Old No. 8/1, New No. 15/1, First Floor, Rajaji Street, West Mambalam, Chennai, Tamil Nadu 600033.
COURSE FAQ
Questions about RAG & Vector Database Engineering
Who can join the RAG & Vector Database Engineering course?
This course is suitable for python developers, ai engineers, backend developers, data engineers. Speak with SRT if you would like help checking whether it matches your background.
What is the duration of the RAG & Vector Database Engineering course?
The current published duration is 12 weeks. Batch calendars can vary, so contact SRT for the latest weekday and weekend schedule.
Does RAG & Vector Database Engineering include practical training?
Yes. Training includes guided exercises, practical tasks and course-appropriate project work.
Are projects included?
The learning path includes practical work such as document ingestion pipeline, hybrid retrieval application, cited knowledge assistant. Exact project scope may vary by batch.
Is placement assistance available?
SRT provides resume guidance, interview preparation, mock-interview support and job-opportunity guidance. Placement assistance is not a job guarantee.
Where is the training centre?
Success Root Technologies is located at Rajaji Street, West Mambalam, Chennai 600033. Classroom and available online options can be confirmed with the course advisor.
How can I get the current fees and batch timing?
Submit the short enquiry form or contact SRT by phone or WhatsApp for the latest fees, available offers and batch schedule.
START YOUR LEARNING PATH
Ready to Start Your RAG & Vector Database Engineering Training?
Get the latest course syllabus, fees and upcoming batch details.