01
Part of the VTI Group ecosystem
A leading Vietnamese IT corporation with 20+ years of experience, 3,000+ engineers, and an international partner network.
IndividualAI EngineeringAdvanced
C05
AI Application Engineer
LangChain/LlamaIndex, Vector DB, RAG & Agent — xây app AI thực tế
- Duration
- 38 hours
- Courses
- 6 courses
- Level
- Advanced
Program introduction
GENERAL INTRODUCTION
Capstone: 1 app AI
This program is for
TARGET AUDIENCE
- Developer đã có nền Python muốn chuyển sang AI application engineering (LLM app, vector DB, agent)
Entry requirements
Prerequisites
This program has no external entry requirement. The list below is the learning order between its own courses.
- 1Prompt & Context Engineering
Requires: AI & LLM Fundamentals(in this program)
- 2AI Application Engineering Foundations
Requires: AI & LLM Fundamentals(in this program), Prompt & Context Engineering(in this program)
- 3LLM Application Development
Requires: AI Application Engineering Foundations(in this program)
- 4RAG Systems Engineering
Requires: AI Application Engineering Foundations(in this program)
- 5AI Agent Engineering
Requires: RAG Systems Engineering(in this program)
Quality commitment
WHY CHOOSE VTI ACADEMY AI
02
100% Hands-On — Real Data Labs
Every session includes a hands-on lab using real enterprise datasets — no fake data.
03
Hands-on expert AI instructors
Instructors currently working at tech companies, supporting learners 24/7.
04
Real projects throughout the course
Leave with a portfolio & capstone project you can use immediately at work.
05
Committed career support after the course
Alumni network, job referrals, and free content updates as the AI landscape evolves.
Learning outcomes
VALUE YOU GAIN AFTER THE COURSE
- 1Mini-harness (model+tool+memory)
- 21 app AI (LLM + Vector DB) có UI
Course content
COURSE ROADMAP
01
Stage 1
AI & LLM Fundamentals
Chọn đúng model; viết prompt cơ bản; nhận diện rủi ro
- AI Landscape & How LLMs Work
- Model Taxonomy by Purpose
- Tokens, Context & Caching
- +1 units...
02
Stage 2
Prompt & Context Engineering
Thiết kế ngữ cảnh động; thư viện prompt tái dùng
- Advanced Prompt Engineering
- Context Engineering
- Harness Engineering (intro)
- +1 units...
03
Stage 3
AI Application Engineering Foundations
Mini-harness (model+tool+memory)
- API/SDK & Environment
- Structured Output & Context-in-code
- Harness Primitives
04
Stage 4
LLM Application Development
1 app AI (LLM + Vector DB) có UI
- LangChain/LlamaIndex
- Vector & Memory
- Tool, Agent intro & Packaging
05
Stage 5
RAG Systems Engineering
Secure RAG nội bộ + báo cáo eval/bảo mật
- RAG Architecture
- Ingestion, Chunking & Embeddings
- Retrieval & Orchestration
- +2 units...
06
Stage 6
AI Agent Engineering
Hệ multi-agent end-to-end
- Agentic Patterns & Harness
- Tool Use & Function Calling
- Multi-agent Orchestration
- +1 units...
Capstone Project
1 app AI
Capability roadmap
Program curriculum
Only approved public Course, Unit and Topic outlines are shown.
1
Common Skills
2 courses2
Foundation
1 courses3
Advanced
3 coursesStudent feedback
WHAT DO STUDENTS SAY ABOUT US?
After the C02 course, I automated my entire CV screening process. Saved 15 hours/week and the right-candidate interview rate rose 40%.
C03 completely changed how my team creates content. From 3 days/post down to 4 hours — with much better quality.
VBC helped me ship my first MVP after 6 weeks. No product background, just an idea and AI — now I have paying users!
Want to confirm this program is the right fit?
Discuss your goals, current foundation and implementation needs with our advisors.
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