RAG Agents: Build Apps & GPTs with APIs/MCP, LangChain & n8n

0/5

Not enough reviews yet

AI Agents · Online Course

RAG Agents: Build Apps & GPTs with APIs/MCP, LangChain & n8n Reviews & Product Details

In this comprehensive program led by Arnold Oberleiter, learners dive deep into the world of AI Agents and Retrieval-Augmented Generation (RAG) using modern frameworks. The course bridges the gap between theoretical AI models and practical, real-world deployment. You will master cutting-edge automation tools like n8n and Flowise, alongside robust development frameworks such as LangChain and LangGraph. The syllabus systematically covers how to connect LLMs like ChatGPT, Claude, Gemini, and DeepSeek to various data sources, including PDFs, web scrapers, and databases. Additionally, you will explore local AI setups with Ollama and AnythingLLM, and implement the newly prominent Model Context Protocol (MCP) for seamless tool integration. This course is ideal for developers, automation specialists, and tech-savvy professionals aiming to build custom GPTs, intelligent chatbots, and multi-agent systems that solve complex business tasks. By addressing security, GDPR compliance, and legal frameworks, the curriculum ensures that your deployed AI solutions are both highly effective and enterprise-ready. Through hands-on projects, you will learn to connect APIs, configure vector databases like Pinecone, and optimize chunking and embedding strategies to prevent hallucinations and improve accuracy. Whether you want to build localized chatbots or scale automated workflows, this guide provides the foundational and advanced techniques required to succeed in the rapidly evolving AI landscape.

Best For

Software developers looking to integrate LLMs into production-ready business applications. Automation specialists wanting to bridge the gap between AI agents and external data sources using n8n and LangChain. Tech-savvy professionals who want to deploy private, local AI solutions using Ollama and anythingLLM. Consultants building custom GPTs or automated customer service solutions for clients. Engineers interested in mastering the Model Context Protocol (MCP) and modern vector database architectures.

Not For

Absolute beginners with no interest in programming concepts, APIs, or data architecture. Individuals seeking a purely theoretical course on AI ethics without hands-on implementation. Developers looking for an introductory course exclusively focused on basic Python scripting without AI context. Those who only want to use off-the-shelf SaaS chatbot builders without learning the underlying orchestration frameworks.

Ratings & reviews

This product hasn't been reviewed yet! Be the first to share your experience.

0/5

Not enough reviews yet

0 reviews

Rating breakdown

Results mentioned in reviews are individual experiences and are not guaranteed or typical.

About the Creator

Arnold Oberleiter

Arnold Oberleiter is a technical educator and developer specializing in cutting-edge AI technologies, autonomous agents, and practical automation tools. His instructional style bridges the gap between complex theoretical concepts and direct, hands-on application. He specializes in breaking down advanced paradigms—such as LLMs (ChatGPT, Gemini, Claude), local deployment of diffusion models, agentic workflows with n8n and LangChain, and integrating AI into daily productivity, investing, and development. By focusing on real-world utility, Arnold guides his students through building tangible local AI architectures, securing autonomous agent installations, and implementing API integrations. He teaches with a pragmatic, project-driven approach, designed to strip away the intimidating terminology and replace it with step-by-step code demonstrations, visual workflow maps, and clear business logic. Whether helping non-technical professionals leverage Microsoft Copilot or enabling developers to engineer powerful Python-based RAG pipelines, his ultimate goal is to foster digital self-reliance and practical technical fluency in an rapidly evolving AI ecosystem. Through a curriculum that spans from local PC setups to enterprise-level API automation, Arnold empowers individuals to design, customize, and deploy AI solutions that solve actual, daily challenges instead of just discussing theoretical potentials.

View full profile

Contact

Contact form: www.udemy.com/course/all-of-ai-chatgpt-midjourney-stable-diffusion-app-dev

Top alternatives

Compare Similar AI Agents Programs

Not sure RAG Agents: Build Apps & GPTs with APIs/MCP, LangChain & n8n is the right fit? See how it stacks up against the top-rated alternatives in ai agents, all rated by verified students.

AI Engineer Agentic Track: The Complete Agent & MCP Course
Ed Donner
0 reviews
View program
n8n - AI Agents, AI Automations & AI Voice Agents (No-code!)
Damian Danelczyk AdaptifyAI OU
0 reviews
View program
AI Builder: Create Agents, Voice Agents & Automations in n8n
Ligency
0 reviews
View program
AI Coder: Vibe Coder to Agentic Engineer in 3 Weeks
Ligency
0 reviews
View program
LangChain- Agentic AI Engineering with LangChain & LangGraph
Eden Marco
0 reviews
View program
AI Agents & Workflows - The Practical Guide
Maximilian Schwarzmüller
0 reviews
View program