Description
RAG Agents: Build Apps & GPTs with APIs/MCP, LangChain & n8n is a course on building intelligent and dynamic applications using Retrieval-Augmented Generation (RAG) published by Udemy Online Academy. It is a hands-on course designed to help developers and AI enthusiasts build intelligent and dynamic applications using Retrieval-Augmented Generation (RAG). Through hands-on projects, learners integrate APIs, leverage Multi-Component Pipelines (MCP), and orchestrate workflows using tools like LangChain and n8n to build advanced AI-powered solutions. The course emphasizes real-world implementations and enables users to automate tasks, extend GPT capabilities, and efficiently deploy scalable applications.
This course covers building and deploying RAG-based AI agents, using LangChain to structure multi-step reasoning, integrating external APIs and data sources, setting up multi-component pipelines for complex workflows, automating processes with n8n, improving GPT output with live data retrieval, designing modular and reusable components, connecting agents to databases and third-party services, and understanding best practices for scaling, securing, and debugging production-level AI applications.
What you will learn in RAG Agents: Build Apps & GPTs with APIs/MCP, LangChain & n8n:
- Multi-LLM Agent Capabilities and Integrations: System Notifications, Temperature Control, Web Search, Scraping, and AI Agent Features with Flowise/LangGraph
- OpenAI API and Flowise for RAG Agents: Pricing, Project Setup, GDPR Compliance Playground vs. Response API, Node.js, Marketplace, and OpenAI Assistant Installation
- Advanced Flowise Workflows: Web Scraping, Embeds, Databases, HTML Splitter, JSON Import/Export, and Tool Agents (Email, Calendar, Airtable, Webhooks)
- Custom Chatbot and Self-Hosted UI: Frontend Development, Ollama, and LangChain, Hosting on Render, Replit Branding, WordPress Integration, and Flowise Configuration
- RAG Agents with n8n: Local Installation, UI, Triggers/Actions, Pinecone Automation via Google Drive, Workflows, and AI Agent Node
- Flowise and n8n Integration and Marketing: RAG Lead Bots, Website Integration, CSS branding, sales, marketing, customer acquisition and proposal strategies
- etc…
Course specifications
- Publisher : Udemy
- Teacher : Arnold Oberleiter
- Language: English
- Level : All Levels
- Lectures : 104
- Duration : 18 hours and 3 minutes
Course topics
RAG Agents: Build Apps & GPTs with APIs/MCP, LangChain & n8n Prerequisites
No prior knowledge required—everything is demonstrated step by step.
Pictures
RAG Agents: Build Apps & GPTs with APIs/MCP, LangChain & n8n introduction video
Installation guide
After Extract, watch with your favorite Player.
Subtitle: English
Quality: 720p
The 2025/11 version has increased the number of lessons by 4 and the duration increased by 7 minutes compared to 2025/5.
Download link
Downloadly
Rapidgator
File password (s): www.downloadly.ir
Size
10.83 GB
