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Build Multi Agent Systems with ADK, Streamlit, Autogen and CrewAI

Course Information

  • Sessions 4 days
  • Duration 30 hrs
  • Level Intermediate
  • Assessment NA

Venue

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Certification

  • Certificate of Completion from Tertiary Courses - Upon meeting at least 75% attendance and passing the assessment(s), participants will receive a Certificate of Completion from Tertiary Courses.

Build Multi Agent Systems with ADK, Streamlit, Autogen and CrewAI

Course Code: C991

6 Review(s) | Add Your Review

What's This Course About

Dive into the world of Agentic Process Automation by mastering the orchestration of Large Language Models (LLMs) and building advanced AI-driven applications. This course covers the essentials of LLM AI orchestration, from running local LLMs to building and debugging LLM apps, and offers a deep dive into Retrieval-Augmented Generation (RAG) with techniques like text embedding, vector databases, and similarity searches. You'll also learn to create robust RAG systems that enhance AI capabilities.

Further, explore multi-agent AI workflows by implementing the ReAct agent framework, equipping agents with tools and skills, and setting up multi-agent systems using leading platforms like LangGraph, CrewAI, and AutoGen. Ideal for professionals looking to innovate with AI technologies and build complex automation systems.

WSQ Funding

Full Fee $5,500.00 Before GST
GST $495.00 9% of fee
Baseline Nett $3,245.00 SG/PR age 21+ · 50% funded
MCES / SME Nett $2,145.00 SG age 40+ · 70% funded

Course Fee

$366.85

Course Date

Course Time

Additional Note

Please bring your own laptop for hands-on training. If you don't have laptop, we can provide spare laptop for training use.

Post-Course Support

  • We provide free consultation related to the subject matter after the course.
  • Please email your queries to info@tertiarycourses.com.gh and we will forward your queries to the subject matter experts and get back to you as soon as possible.

Cancellation & Reschedule Policy

  • We reserve the right to cancel or re-schedule the course due to unforeseen circumstances. If the course is cancelled, we will refund 100% to participants.
  • Note: the venue of the training is subject to changes due to class size and availability of the classroom. The minimum class size to start a class is 3 Pax.

Course Details

Course Details

What You'll Learn

Topic 1: Introduction to Large Language Model (LLM) AI Orchestration

  • Overview of LLM AI orchestration
  • Running local LLM
  • Building an LLM app
  • Debugging LLM app

Topic 2: Retrieval-Augmented Generation (RAG)

  • Overview of Retrieval-augmented generation (RAG)
  • Text Embedding
  • Vector database
  • Similarity Search
  • Building an RAG

Topic 3: Implementing a Multi-Agent AI Workflow

  • Introduction to the ReAct agent framework
  • Implementing a ReAct agent
  • Equipping agent with tools and skills
  • Overview of multi-agent AI frameworks - LangGraph, CrewAI, AutoGen etc
  • Setting up and running your first multi agent workflow

Course Info

Promotion Code

Your will get 10% discount voucher for 2nd course onwards if you write us a Google review.

Minimum Entry Requirement

Knowledge and Skills

  • Able to operate using computer functions
  • Minimum 3 GCE ‘O’ Levels Passes including English or WPL Level 5 (Average of Reading, Listening, Speaking & Writing Scores)

Attitude

  • Positive Learning Attitude
  • Enthusiastic Learner

Experience

  • Minimum of 1 year of working experience.

Target Age Group: 18-65 years old

Minimum Software/Hardware Requirement

Software:

TBD

Hardware: Window or Mac Laptops

Job Roles

Job Roles

  • AI Orchestration Specialist
  • Large Language Model Engineer
  • AI Application Developer
  • RAG Engineer
  • Vector Database Specialist
  • Data Engineer
  • Multi-Agent System Developer
  • ReAct Agent Implementer
  • Machine Learning Engineer
  • AI Workflow Designer
  • AI Project Manager
  • AI Systems Integrator
  • Automation Consultant
  • Data Scientist
  • Knowledge Engineer
  • AI Research Scientist
  • Digital Transformation Leader
  • AI Solutions Architect
  • AI Operations Specialist
  • Product Innovation Manager

Trainers

Trainers

is an accomplished IT and data specialist with over 20 years of experience in academia, ICT leadership, and professional training, with a strong focus on data analytics and Excel-based solutions. He has developed and delivered specialized training programs on Statistical Data Analysis with Excel and Visual Basic for Applications (VBA) for Excel, equipping learners with advanced data manipulation, automation, and reporting skills. His expertise extends to automating institutional reporting systems, where he successfully streamlined academic records management through Excel-based tools, integrating macros and automation to improve efficiency and accuracy. As a trainer and consultant, Dr. Siraj has taught Excel to diverse audiences, including university staff, administrative teams, and professionals in banking, security, and education, ensuring they can apply Excel for decision-making, statistical modeling, and process automation. His practical mastery of Excel is complemented by his deep knowledge of office automation and ICT project management, making him a highly sought-after trainer in data analysis and productivity tools. With his blend of hands-on technical expertise and instructional experience, Dr. Siraj stands out as a credible authority in leveraging Excel to drive organizational efficiency and data-driven strategies

Review

Customer Reviews (6)

Good course materials Review by Course Participant/Trainee
1. Do you find the course meet your expectation?
2. Do you find the trainer knowledgeable in this subject?
3. How do you find the training environment
The trainer is an expert in the subject and shared many practical insights from real projects. (Posted on 5/14/2026)
Very satisfied Review by Course Participant/Trainee
1. Do you find the course meet your expectation?
2. Do you find the trainer knowledgeable in this subject?
3. How do you find the training environment
A very practical course. The trainer made a complex topic simple and enjoyable to learn. (Posted on 1/15/2026)
Very useful course Review by Course Participant/Trainee
1. Do you find the course meet your expectation?
2. Do you find the trainer knowledgeable in this subject?
3. How do you find the training environment
Very informative and interactive. The small class size meant we got a lot of personal attention. (Posted on 7/26/2025)
Engaging trainer Review by Course Participant/Trainee
1. Do you find the course meet your expectation?
2. Do you find the trainer knowledgeable in this subject?
3. How do you find the training environment
The trainer is an expert in the subject and shared many practical insights from real projects. (Posted on 6/22/2025)
Worth every cent Review by Course Participant/Trainee
1. Do you find the course meet your expectation?
2. Do you find the trainer knowledgeable in this subject?
3. How do you find the training environment
The trainer is an expert in the subject and shared many practical insights from real projects. (Posted on 2/2/2025)

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