Low-Code Agents

Lessons

1. 1

   Low-Code Platforms Overview: LangFlow, Flowise, Dify, Relevance AI

   Compare the four major low-code agent platforms and choose the right one for your use case based on hosting needs, features, and technical depth.

   Beginner·25 min
2. 2

   LangFlow: Visual LangChain Workflow Builder

   Set up LangFlow, build a RAG pipeline visually, connect memory and tools, and run a multi-turn conversational agent, all from the drag-and-drop UI.

   Intermediate·60 min
3. 3

   Flowise: Self-Hosted Open-Source Agent Platform

   Deploy Flowise locally or on a VPS, build a document Q&A agent, integrate a vector store, and expose your agent via a REST API or embeddable chat widget.

   Intermediate·60 min
4. 4

   Dify: Prompt IDE + Workflow Orchestration

   Use Dify's prompt editor and workflow canvas to build multi-step AI pipelines, manage prompt versions, evaluate outputs, and integrate external API tools.

   Intermediate·55 min
5. 5

   Relevance AI: Agent Teams Without Infrastructure

   Build a team of specialised AI agents in Relevance AI that collaborate on complex tasks: assigning roles, sharing context, and producing a unified output.

   Intermediate·50 min
6. 6

   Memory, Tools, and RAG in Low-Code Agents

   Add persistent memory, web search, code execution, and document retrieval to low-code agents using built-in connectors and vector store integrations.

   Intermediate·60 min
7. 7

   Self-Host Flowise via Docker on a VPS

   Run Flowise locally with Docker Compose, then deploy to Railway (or equivalent) with a public URL.

   Intermediate·60 min
8. 8

   RAG Pipeline Design: Chunking, Embeddings, Vector Stores

   Design a Retrieval-Augmented Generation pipeline end-to-end and measure retrieval quality with precision@5.

   Intermediate·65 min
9. 9

   Low-Code Agent Capstone: Production-Ready Agent Pipeline

   Build a fully featured agent pipeline that ingests documents, answers questions, calls external APIs, and exposes a polished interface, using your platform of choice.

   Advanced·90 min
10. 10

    Low-Code Agent Job Readiness

    Translate low-code agent skills into a resume, portfolio plan, and interview prep for AI builder / consultant roles.

    Beginner·30 min