Hands-on Labs
Learn GenAI hands-on with our step-by-step labs. From basics to advanced, with guided tutorials.
Hands-on Labs
AI Meeting Summarizer
Record meetings and generate structured minutes/summaries automatically with OpenAI Whisper + GPT-4.
Chatbot Basics
Learn to build chatbots with LangChain, Ollama and RAG. From simple to complete agents.
RAG Pipeline
Build a complete Retrieval-Augmented Generation pipeline with embeddings, vector stores and semantic search.
Full Agent + Streamlit
Production-ready Streamlit app with moderation layers, guardrails, and RAG.
MCP + Claude Desktop
Configure local MCP servers to use with Claude Desktop on your Mac.
MCP + Jira
Connect Claude Desktop to Jira. Create, update and search issues directly from Claude.
LangSmith
LLM observability platform: tracing, debugging, evaluation and monitoring for LangChain applications.
Claude Skills
Create custom tools (Skills) for Claude to use in complex tasks.
Google A2A
Google's Agent-to-Agent Protocol for multi-agent orchestration and interoperability.
LangChain
The essential framework for LLM orchestration. Master Chains, Agents and Memory.
LangGraph
Build robust cyclic and stateful agents with control graphs.
Confucius Code Agent
Scalable agent scaffolding for real-world codebases. Deep dive into AX, UX, DX and meta-agent patterns.
CrewAI
Orchestrate teams of autonomous agents with defined roles (Role-playing) for complex tasks.
MegaParse
Master complex document parsing (PDF, PPTX) for RAG without information loss.
Vision Models
Integrate multimodal models like GPT-4o and Gemini Pro Vision for image and video analysis.
Stable Diffusion on Kaggle
Run Automatic1111 WebUI on Kaggle with free GPU and expose it via ngrok for image generation.
Voice Agents
Build real-time voice conversational agents (STT/TTS) with low latency.
AWS Diagram Generator
Use AI to convert draft AWS diagrams into professional diagrams automatically.
Data Lineage with AI
Track data origin and transformation using AI agents for automatic documentation.
WhatsApp + AI
Connect your AI chatbot to WhatsApp Business for 24/7 automated support.
Microsoft Teams + AI
Integrate AI assistants into Microsoft Teams for enterprise productivity and automation.
N8N + AI Agents
Create low-code automation workflows with AI using N8N for system integration.
PyTorch
Deep learning fundamentals with PyTorch. Build neural networks from scratch.
TensorFlow
Machine learning platform by Google. From basics to production deployment.
More labs coming soon!
We're preparing new content on Fine-tuning, Agents and much more.
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