No-Code LangChain Online Course

No-Code LangChain Online Course

This course takes you into the world of LangChain, showing you how to build AI-driven workflows, applications, and tools. You’ll start with the basics, including setup with Flowise and LangFlow, then move on to creating prompt templates and AI chains for real-world use. As you progress, you’ll explore advanced features like memory systems, summarization, and the use of agents to automate tasks. The course also covers integration with no-code platforms like Bubble for seamless app development. By the end, you’ll be able to confidently create, deploy, and scale powerful AI applications with LangChain and its supporting tools.

Who should take this course?

This course is ideal for entrepreneurs, business professionals, analysts, and beginners in AI who want to build powerful AI applications without writing code. It’s also suited for product managers, startup founders, and innovators looking to prototype and deploy AI-driven solutions quickly using LangChain’s no-code tools.

What you will learn

• Install and configure Flowise and LangFlow to build AI workflows
• Create and implement custom prompt templates for various use cases
• Develop multi-chain systems with memory management and summarization
• Explore agent tools, types, and their practical applications in LangChain
• Retrieve data using LangFlow and Flowise retrieval nodes
• Integrate LangChain with no-code tools like Bubble for faster deployment

Course Outline

LangChain Basics, and Why LangChain is Awesome!

• Welcome to the LangChain Masterclass!
• Introduction to LangChain

LangChain UI Tools: Flowise and LangFlow

• Flowise Installation and Basics
• Flowise Installation Updates
• LangFlow Installation and Basics

Prompts and Prompt Templates

• A Simple Chat GPT Clone
• Prompt Templates
• Multi-Input Prompt Templates
• Chat Prompt Template
• Few Shot Prompt Templates

Chains

• Simple LLM Chain
• Conversation Chain
• API Chain
• Sequential Chain
• Router Chain
• Retrieval Chain

Memory and Summarization Use Case

• LangChain Memory Types
• Summarization Use Case

The Fascinating World of LangChain Agents

• Agents Intro
• Agent Types and Usage in Flowise
• Agent Tools and Toolkits in LangFlow
• Zapier Tool

Retrieval In-Depth

• Exploring Retrieval Nodes in Flowise
• Text Files for Retrieval
• Web Data, Github Repo Loader, and Qdrant Vector DB
• Embeddings
• Retrieval Nodes LangFlow

Extras: Connecting Flowise and LangFlow to External App Builders and UIs

• Intro To The Section
• Chat with your Documents with Siri
• Connecting Flowise to Bubble No-Code App Builder
• Connecting LangFlow to Bubble No-Code App Builder

Congrats!

• The Journey Ahead