Intermediate course
AI Agents Bootcamp: Build with LangChain, RAG & ANY LLM 2025
Master LangChain, LangGraph, CrewAI, AutoGen, RAG with Ollama, DeepSeek-R1 & ANY LLM Multi-Agent Production
Intermediate
Course facts
- Last updated 07/2025
- Instructor: Pragati Kunwer
- AI agents, automation and connected workflows
What you'll learn
Practical outcomes
- 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.
- Create multi-agent collaborative systems using frameworks like AutoGen and crewAI for advanced workflow automation.
Curriculum
11 sections • 49 lectures • 4h 31m total length
Introduction to AI Agents and Workflow Automation6 lectures • 15min
- How to Use This Course for Maximum Impact (Start Here!)03:14
- Course Introduction and Overview02:13
- Downloadable Resources and Tips for Taking the Course02:22
- What Are AI Agents?02:12
- Explain AI Agents to a Product Manager in Plain English
- Real-World Applications of AI Workflow Automation02:19
- Technology Overview: LangChain, Langflow, GPT-402:23
- Understanding AI Agents and Their Impact 5 questions
AI Foundations Refresher6 lectures • 30min
Lecture details are available inside DoJo.
Setting Up Your AI Agent Toolkit7 lectures • 38min
Lecture details are available inside DoJo.
LangChain & GPT-4 Essentials6 lectures • 32min
Lecture details are available inside DoJo.
Mastering Langflow – Visual AI Agent Creation2 lectures • 7min
Lecture details are available inside DoJo.
Developing Autonomous AI Workflows4 lectures • 11min
Lecture details are available inside DoJo.
Advanced AI Techniques: Custom Tools & RAG6 lectures • 50min
Lecture details are available inside DoJo.
AutoGen: Scalable Multi-Agent Systems for Business5 lectures • 46min
Lecture details are available inside DoJo.
CrewAI: Team-Based Agent Engineering for Enterprise3 lectures • 21min
Lecture details are available inside DoJo.
LangGraph: Build Reliable AI Workflows for Business Automation2 lectures • 13min
Lecture details are available inside DoJo.
Who it 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.
Course description
Overview
MASTER ENTERPRISE AI AGENTS & FUTURE-PROOF YOUR CAREER 2025 is the year AI agents enter the workforce. While 47% of companies believe organizations not using AI will fail, only 15% have skilled AI engineers. Don't get left behind. Transform from curious learner to Professional AI Agent Engineer using LangChain, LangGraph, CrewAI, AutoGen, and RAG systems with the same enterprise patterns deployed by Netflix, Google, and Fortune 500 companies. Master the complete journey from cost-free local development with Ollama to production enterprise deployment. WHY THIS AI AGENTS BOOTCAMP IS DIFFERENT ELIMINATE COST BARRIERS: Start with 100% FREE local models using Ollama, DeepSeek-R1, and Llama 3.2, then scale intelligently to enterprise cloud when needed. No more $200/month GPT-4o bills blocking your learning with ANY LLM provider flexibility. ENTERPRISE-GRADE AI AGENT ARCHITECTURE: Learn the same multi-agent orchestration patterns using LangChain, LangGraph, CrewAI, and AutoGen that tech giants use to save millions in operational costs and scale AI agents to millions of users. 2025 CUTTING-EDGE AI AGENT STACK: Master DeepSeek-R1 (competitive with OpenAI o1 at 96% lower cost), LangGraph workflows, CrewAI multi-agent systems, and AutoGen coordination patterns before your competition. COMPLETE PROFESSIONAL AI AGENT TECHNOLOGY STACK CORE ENTERPRISE AI FRAMEWORKS: LangChain & LangGraph: AI agent orchestration with ANY LLM provider RAG Systems: Vector search with FAISS, ChromaDB, Pinecone for intelligent document retrieval Multi-Agent Systems: AutoGen team coordination, CrewAI role-based agents, advanced orchestration patterns Visual Development: Langflow no-code AI agent pipelines for rapid prototyping 2025 AI MODEL MASTERY: DeepSeek-R1: Advanced reasoning AI agents at $0.14/1M tokens (100x cheaper than GPT-4o) Ollama Local Stack: Llama 3.2, Qwen 2.5, Mistral 7B for unlimited AI agent experimentation Enterprise Options: GPT-4o, Claude 3.5 Sonnet, Gemini 1.5 Pro with intelligent cost switching Real-Time Processing: Groq LPU technology for sub-100ms AI agent response times PRODUCTION AI AGENT DEPLOYMENT: Enterprise-grade AI agent monitoring and observability Cost optimization strategies for AI agents (reduce AI costs by 95%) Security and compliance patterns for regulated industries Automatic LLM provider switching and failover systems BUILD 8 PRODUCTION-READY AI AGENT PROJECTS ENTERPRISE AI AGENT PORTFOLIO PROJECTS: Intelligent Document Assistant - RAG system with multi-format support using LangChain Multi-Agent Business Intelligence - CrewAI and AutoGen automated research workflows Customer Service AI Agents - Production chatbot with LangGraph escalation handling Code Generation & Review AI Agents - Programming assistant with quality gates Semantic Knowledge Engine - Vector-powered enterprise search with RAG Workflow Orchestration Platform - LangGraph visual automation builder Real-Time Decision Engine - Sub-second AI agent responses using Groq Cost-Optimized Enterprise Deployment - Production-ready AI agent scaling architecture EVERY AI AGENT PROJECT INCLUDES: Ollama local development setup, cloud deployment, cost optimization, monitoring, and enterprise security patterns. AI AGENT CAREER TRANSFORMATION OUTCOMES MEASURABLE BUSINESS VALUE: Build AI agent systems that deliver 20-30% productivity gains Master cost optimization techniques for AI agents saving enterprises millions Deploy production AI agent systems serving millions of requests Implement enterprise security and compliance standards for AI agents HIGH-DEMAND AI AGENT SKILLS: AI Agent Engineer with LangChain, LangGraph expertise (avg. $140K+ salary) RAG Specialist for enterprise knowledge systems Multi-agent systems architect using CrewAI and AutoGen AI cost optimization consultant CORPORATE ADVANCEMENT: Lead AI agent transformation initiatives Architect enterprise AI agent solutions Drive innovation in traditional industries with AI agents Position yourself as indispensable AI talent INSTRUCTOR AUTHORITY 20+ Years Enterprise AI Experience: Senior Engineering Manager at IBM Watson Built AI systems serving millions of users Deep expertise in LangChain, LangGraph, and enterprise AI agent deployment patterns Proven track record of training 25,000+ students in AI agent development Industry Recognition: Udemy Business catalog instructor for AI agent training Regular speaker at enterprise AI conferences WHO THIS AI AGENTS BOOTCAMP TRANSFORMS SOFTWARE DEVELOPERS: Add cutting-edge AI agent capabilities with LangChain, CrewAI, AutoGen and advance to senior roles in the fastest-growing tech sector DATA ENGINEERS: Master the production AI agent deployment patterns that enterprise AI depends on ENTREPRENEURS: Build AI-powered products with intelligent cost scaling and enterprise-ready AI agent architecture CORPORATE PROFESSIONALS: Lead AI agent transformation initiatives and become indispensable to your organization CAREER CHANGERS: Enter the AI field with a complete, job-winning AI agent portfolio and enterprise-grade skills URGENT: THE AI AGENT SKILLS GAP IS WIDENING 15 million AI professional shortfall projected by 2025 85 million jobs expected to be displaced without AI agent retraining 46% of companies cite AI agent skills gaps as primary AI adoption barrier Early adopters are already securing premium AI agent positions The window for first-mover advantage in AI agents is closing rapidly. Start building your AI agent engineering expertise today. WHAT YOU RECEIVE IN THIS AI AGENTS BOOTCAMP COMPREHENSIVE AI AGENT LEARNING PACKAGE: hours of hands-on AI agent content with real enterprise scenarios Complete GitHub repository with production-ready AI agent code Industry-standard AI agent development environment setup Lifetime access with regular updates as AI agent technology evolves Direct instructor support through the Q&A section ENTERPRISE-GRADE AI AGENT DELIVERABLES: 8 AI agent portfolio projects demonstrating production expertise Cost optimization calculator and AI agent deployment guides Enterprise security and compliance checklists for AI agents Professional presentation templates for stakeholder buy-in AI AGENT CAREER ACCELERATION: Resume optimization guide for AI agent engineering roles Interview preparation for Fortune 500 AI agent positions Salary negotiation strategies for AI professionals Professional networking guidance in AI agent communities TRANSFORM YOUR CAREER WITH AI AGENTS TODAY Join 25,000+ professionals who have already future-proofed their careers with enterprise AI agent skills. Master the complete journey from cost-free experimentation with Ollama to production AI agent deployment. The AI agent revolution is here. Your competitors are already training in LangChain, LangGraph, CrewAI, and AutoGen. Don't wait until the opportunity passes. Enroll now and start building the AI agent expertise that commands premium salaries and drives business transformation. 30-Day Money-Back Guarantee Lifetime Access to All Updates Direct
Instructor
Pragati Kunwer
Pragati Kunwer Engineering Manager | LangChain & AI Agents Expert Hi, I'm Pragati Kunwer, a Senior Engineering Manager with over 20 years of experience building scalable software systems and AI-powered platforms. I spent nearly a decade at IBM Watson (California), leading engineering teams focused on AI innovation. Today, I lead AI agent development and automation initiatives, working hands-on with LangChain, GPT-4, RAG systems, Langflow, CrewAI, AutoGen, and more.
What makes my courses different? ---Real-world, hands-on projects from enterprise-level AI systems ---Focused on production-grade skills in LangChain, RAG, GPT, vector databases, and multi-agent workflows ---Downloadable notebooks, tools, and reusable templates ---Clear, beginner-friendly guidance — with depth for professionals too Whether you're a developer, data scientist, tech founder, or curious learner, I’m here to help you master AI tools that actually work in the real world. Let’s build something powerful together — one agent at a time. Follow me to stay updated on exclusive content in AI Agents, Workflow Automation, and Applied Generative AI.
