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RAG Agents: Build Apps & GPTs with APIs/MCP, LangChain & n8n · Program
About this program
RAG Agents: Build Apps & GPTs with APIs/MCP, LangChain & n8n
Online Course
Learning format
AI Agents
Subcategory
English
Course language
$19.99 (list $9.99)
Price
Price may change · updated within 1–2 weeks
Official program page
What you'll learn in RAG Agents: Build Apps & GPTs with APIs/MCP, LangChain & n8n
- Introduction to RAG workflows & tools like Google’s NotebookLM with essential tips
- LLM fundamentals & RAG technologies: ChatGPT, Claude, Gemini, Deepseek, Llama, Mistral, xAI, Grok, Function Calling, vector databases, embeddings & chunking
- ChatGPT basics & model management: interface, models, settings, GPTs, OpenAI Playground & test‑time compute
- Building RAG chatbots with Custom GPTs: data preparation from PDFs, HTML webpages, YouTube videos, CSV data sources & writing‑style adaptation
- Open‑source RAG with Ollama & AnythingLLM: installation, models, optimizing chunking & embeddings & creating a local bot
- Agent capabilities & multi‑LLM integration: system prompts, temperature control, web search, scraping & AI‑agent features with Flowise/LangGraph
- OpenAI API & Flowise for RAG agents: pricing, project setup, GDPR compliance, Playground vs. Response API, Node.js installation, Marketplace & OpenAI Assistant
- Advanced Flowise workflows: web scraping, embeddings, vector databases, HTML splitter, JSON import/export & tool agents (email, calendar, Airtable, webhooks)
- Custom chatbot UI & self‑hosting: frontend development, Ollama & LangChain, hosting on Render, Replit branding, WordPress integration & Flowise configuration
- RAG agents with n8n: local installation, interface, triggers/actions, Pinecone automation via Google Drive, workflows & AI‑agent node
- Combining & marketing Flowise & n8n: RAG lead‑bots, website integration, CSS branding, sales, marketing, customer acquisition & offer strategies
- Special RAG strategies: n8n MCPs with Claude Desktop, webhooks, GPT Actions, cache‑augmented generation, GraphRAG, LightRAG & contextual retrieval
- Security, data protection & legal framework: jailbreaks, prompt injections, data poisoning, censorship, GDPR basics, EU AI Act & copyright
- Strategies of leading AI providers & comparison: OpenAI, Anthropic, Microsoft, Google xAI, Meta’s LlaMA, Deepseek, Mistral & others
What's Included in RAG Agents: Build Apps & GPTs with APIs/MCP, LangChain & n8n
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