Free Download Udemy - AI Agents Bootcamp - Build with LangChain, RAG, Langflow, GPT
Published: 4/2025
Created by: Pragati Kunwer
MP4 |
Video: h264, 1280x720 |
Audio: AAC, 44.1 KHz, 2 Ch
Level: All |
Genre: eLearning |
Language: English |
Duration: 26 Lectures ( 1h 28m ) |
Size: 1.34 GB
Build real-world AI agents using LangChain, RAG, Langflow, GPT-4, FAISS, CrewAI, AutoGen, LangGraph & vector search
What you'll learn
Master the fundamentals and advanced concepts of building AI-driven agents with LangChain, Langflow & GPT-4.
Design and build AI agents using LangChain, Langflow, and LangGraph to automate complex tasks and workflows.
Design, develop, and deploy autonomous AI applications capable of replacing or enhancing SaaS solutions.
Integrate custom tools and external APIs like search, calculator, and vector databases to create specialized autonomous agents.
Develop retrieval-augmented generation (RAG) systems to enable agents to provide accurate responses using your custom knowledge bases.
Deploy robust, production-ready AI workflows with built-in safeguards, human oversight, and structured decision-making to ensure reliability
Create multi-agent collaborative systems using frameworks like AutoGen and crewAI for advanced workflow automation.
Effectively debug and optimize AI agents to avoid common pitfalls such as looping, hallucinations, and inefficient resource use.
Requirements
Basic Python programming knowledge is recommended, although key concepts will be explained clearly for beginners.
General familiarity with AI concepts beneficial but not required.
A laptop or PC with internet access to perform hands-on projects
Interest in building practical, real-world AI-driven solutions.
Description
Welcome to the most complete, real-world course on AI Agents, LangChain, RAG, and Langflow-powered automation - designed for practical, production-level use.Whether you're a developer, data engineer, entrepreneur, or tech enthusiast, this course will help you build and deploy production-grade AI agents that can search, retrieve, reason, and act - using cutting-edge tools like LangChain, Langflow, GPT-4, FAISS, RAG, AutoGen, CrewAI, and LangGraph.What You'll LearnBuild intelligent AI agents using LangChain, Langflow, and GPT-4Create powerful Retrieval-Augmented Generation (RAG) systems for document Q&AUse vector embeddings and FAISS to power semantic searchAutomate workflows with multi-agent systems using AutoGen and CrewAIOrchestrate stateful agents and workflows using LangGraphDeploy scalable agents on AWS, GCP, and AzureHandle hallucinations, improve answer grounding, and trace source documentsMaster tool use, memory systems, and advanced prompt engineeringBuild no-code and low-code pipelines visually using LangflowCreate a monetizable AI portfolio with real-world projectsWhy This Course is DifferentTaught by a Senior Engineering Manager with 18+ years of experience at IBM Watson (California)Combines theory with deep notebook walkthroughs for every conceptCovers everything from beginner basics to advanced RAG, LangGraph, and multi-agent orchestrationIncludes hands-on notebooks, ready-to-use code, and mini-projectsProjects are interview-ready, SaaS-friendly, and resume-enhancingProjects You'll BuildDocument-based AI Q&A Agent using RAG + GPT-4Multi-Agent Chat System using AutoGen + CrewAIVector-based semantic search engine using FAISSWorkflow automation system using LangGraph + LangflowBusiness intelligence bot powered by multi-modal agentsPDF-based contextual AI assistant with embedded tool useWho this course is for Developers & engineers who want to build AI-powered toolsData scientists exploring RAG pipelines, embeddings, and LLMOpsFounders creating AI SaaS products or internal agentsStudents & professionals building job-winning AI portfoliosAnyone curious about how AI agents think, retrieve, and solve problemsNo prior ML or AI experience is required - just curiosity and willingness to build.All code, documents, tools, and workflows are provided. You'll also get access to our complete GitHub repository to follow along with the implementations.What Else is IncludedUdemy's 30-Day Money Back GuaranteeFull lifetime access to all course materialsInstructor support via the Q&A sectionReal-world projects for your portfolio or startup ideaLet's build the future of AI - one agent at a time. Enroll now and start mastering AI Agents today.
Who this course is for
Developers and software engineers (from beginner to advanced) interested in automating their workflows using AI.
Entrepreneurs and tech professionals aiming to innovate, automate, and scale their business processes.
AI and tech enthusiasts seeking practical, hands-on experience building and deploying AI-powered autonomous workflows.
Anyone curious about using GPT-4, LangChain, and Langflow to automate repetitive tasks and improve productivity.
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