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Build a RAG Chatbot with n8n

Course Information

  • Sessions 1 day
  • Duration 7.5 hrs
  • Level Beginner
  • Assessment NA

Venue

12 Woodlands Square #07-85/86/87 Woods Square Tower 1, Singapore 737715. 5 mins walk from Woodlands (NS9) MRT station.

The venue is disabled-friendly.

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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 a RAG Chatbot with n8n

Course Code: C978

6 Review(s) | Add Your Review

What's This Course About

Generic chatbots can only answer from what the AI model already knows—they fall short the moment you ask about your company’s products, policies or documents. Retrieval-Augmented Generation (RAG) fixes this by letting a chatbot search your own knowledge base and ground every answer in your actual content. In this practical 1-day Build a RAG Chatbot with n8n course, you will learn how RAG works—embeddings, vector stores and retrieval—and build your own RAG chatbot using n8n, the popular visual workflow automation platform, with no programming background required.

Through guided hands-on exercises, participants will build a complete RAG chatbot in n8n—ingesting their own documents into a vector store, wiring up an AI agent with chat memory, and tuning retrieval so the bot answers accurately from their knowledge base. You will test and refine your chatbot, then deploy it as a shareable chat interface or embed it on a website. By the end of the course, you will be able to build and deploy RAG chatbots that answer questions grounded on your organisation’s own knowledge.

Course Fee

$350.00 (GST-exclusive)
$381.50 (GST-inclusive)

Course Date

Course Time

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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 enquiry@tertiaryinfotech.com and we will forward your queries to the subject matter experts.

Cancellation & Reschedule Policy

  • You can register your interest without upfront payment. There is no penalty for withdrawal of the course before the class commences.
  • We reserve the right to cancel or re-schedule the course due to unforeseen circumstances. If the course is cancelled, we will refund 100% for any paid amount.
  • Note the venue of the training is subject to changes due to availability of the classroom.

Course Details

Course Details

What You'll Learn

Topic 1: Understanding RAG Chatbots

  • What is Retrieval-Augmented Generation (RAG) and Why Chatbots Need It
  • How RAG Works: Embeddings, Vector Stores and Retrieval
  • RAG Chatbot Use Cases: Customer Support, Internal Knowledge and FAQs
  • Introduction to n8n: Workflows, Nodes and AI Agent Components
  • Designing a RAG Chatbot: Knowledge Sources, Chunking and Prompts

Topic 2: Building a RAG Chatbot with n8n

  • Setting Up an n8n Chatbot Workflow with Chat Trigger and AI Agent
  • Ingesting Your Documents into a Vector Store
  • Connecting the AI Agent to Your Knowledge Base with Chat Memory
  • Testing and Improving Answer Accuracy of Your RAG Chatbot
  • Deploying and Embedding Your RAG Chatbot on a Website

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

  • Chatbot Developer
  • Content Strategist
  • Customer Experience Manager
  • Digital Marketing Specialist
  • AI Solutions Architect
  • Technical Writer (for chatbot scripts)
  • Customer Support Manager
  • UX Designer
  • Product Manager
  • Digital Transformation Specialist
  • CRM Specialist
  • E-commerce Operations Manager
  • IT Project Manager
  • Business Analyst (focusing on customer engagement)
  • User Interface Designer (for chat interfaces)

Trainers

Trainers

Deric Yeak is the Founder and Director of Lefty Talents Group (www.leftygroup.com). Lefty Talents Group is a software development, design and digital marketing company that leverages on new technologies as the key driver to create compelling ideas to realize visions.
Having MNCs and established local SMEs as their clientele, Deric has experience in digital advertising and leveraging on new Infocomm Technology (ICT) to develop mobile and web applications to transform businesses to embrace the 4th Industrial Revolution (Cyber-physical Systems.
Passionate in product development and teaching, Deric trains tech start-ups using Design Sprint, a problem-solving methodology from Google Ventures in accelerator programs and hackathons. He is also a regular judge for NUS post-graduate MBA courses.
Prior to that, he was a trader and stockbroker in the equity market where he developed an algorithm for his own personal investments. Apart from financial services, Deric also worked in manufacturing, fast moving consumer goods as well as the offshore and marine sectors. He held engineering positions in regional sales, costing and project management.
Deric is WSQ ACTA qualified Adult Educator and an alumni of Nanyang Technological University (NTU), graduating with a Bachelor of Mechanical Engineering (Honours) degree.

Truman Ng is a ACTA certified trainer that graduated with Bachelor Degree in Electrical Engineering from NUS in year 2002. He designed Artificial Intelligence (AI) controller for DC-DC Power Convertor by using Fuzzy Logic and Neural Network (NN) as his university Final Year Project.
Truman has over 15 years project experiences across Database & Web Design, PLC machinery, Data Center Design , Structure Cabling System(SCS) and Enterprise Network Design and Implementation. He used to be a network architect for Hewlett Packard, working with a group of virtual team from the US in handling network design and projects in the States.
Truman is the founder of Nexplore (S) Pte Ltd. He provides solutions of Cloud SaaS, IaaS & PaaS and Software Defined Network (SDN), VoIP and Internet Security. He was engaged by Huawei Global Training Center to provide 60+ consultations and trainings for Internet Service Providers(ISP) from Malaysia, Singapore, Brunei, Philippines, Australia, Poland, Iran, South Africa, Swaziland, Cote Dlvoire, Syria, Uzbekistan, New Zealand and countries over the world.As achievement, Truman has successfully completed 100+ IT network projects for Bank, Hotel and Factory within 5 years.Truman is certified in PMP, Cisco CCNP, CCIP, CCDP, HP Ase and Huawei HCNP, HCIE R&S, HCNA Cloud, HCNA Security, etc

Teh Siew Yee is an experienced adult educator and corporate trainer specializing in business communication, workplace effectiveness, and professional development. With years of experience across both corporate and training environments, she has helped learners enhance their skills in problem-solving, collaboration, and interpersonal communication. Her ability to translate complex concepts into clear, practical strategies ensures that participants can immediately apply their learning in the workplace. As an ACLP-certified trainer, Siew Yee delivers WSQ courses with a strong focus on learner engagement and workplace application. She integrates case studies, role-plays, and reflective exercises into her sessions, ensuring participants develop not only knowledge but also confidence in real-world contexts. By combining her corporate experience with adult education expertise, she empowers learners to improve workplace efficiency, strengthen teamwork, and achieve personal and organizational success.
Solomon Soh is an experienced Data Scientist and AI Trainer with a strong record of teaching and mentoring in Python programming, data analytics, and machine learning. Currently a Data Science Trainer with IBM Singapore, he has coached teams on projects involving natural language processing, computer vision, and chatbots, achieving a 96% learner satisfaction rating for his communication and technical expertise. His career spans roles at Workforce Optimizer, Certis Cisco, Ernst & Young, and IQVIA, where he applied Python-driven analytics to improve operations, optimize staffing, and deliver actionable insights. His academic background includes a double degree in Economics and Psychology from Singapore Management University (Summa Cum Laude, triple major in Analytics), an MBA, and a Master’s in Financial Engineering.
Yap Swee Leong is an ACLP-certified trainer with experience in adult education and IT-focused training. He has delivered courses across digital systems, IT fundamentals, and business technology, equipping learners with the skills to adapt to digital workplaces. With his strong foundation in instructional design and applied learning, he makes technical concepts accessible to diverse groups of learners. In his network security training, Yap focuses on building beginner-level understanding of key security principles, including password policies, secure browsing, and basic risk management. His sessions are designed to provide non-technical learners with confidence in recognizing and addressing everyday cybersecurity threats. By using practical, relatable examples, he ensures participants develop essential habits for safeguarding personal and organizational data.

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