AI Agents Bootcamp: Build with LangChain, RAG & ANY LLM 2025
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.
- Create multi-agent collaborative systems using frameworks like AutoGen and crewAI for advanced workflow automation.
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
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 Support Enterprise-Grade AI Agent Project Portfolio
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.
Instructor
- 4.4 Instructor Rating
- 183 Reviews
- 21,525 Students
- 3 Courses
Hi, I'm Pragati Kunwer, a Senior Engineering Manager with over 18 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.