Code With Aarohi Courses

Agentic RAG with Agno Framework - L-18

Discover how Agentic RAG combines traditional RAG with AI planning and reasoning using the Agno Framework, featuring real-world examples with knowledge bases and vector databases.

• YouTube
• 52 minutes
• Self-Paced
• Free Video

Understanding LLMs - Conceptually and Mathematically - Lecture 1

Grasp the mathematical foundations of Large Language Models through probability theory, autoregressive modeling, and next-token prediction using practical examples.

• YouTube
• 17 minutes
• Self-Paced
• Free Video

Understanding AI Agents and LLM Agents - A Comprehensive Introduction

Explore the fundamentals of AI and LLM agents, their autonomous operations, and real-world applications in recommendation systems, self-driving cars, and natural language processing.

• YouTube
• 14 minutes
• Self-Paced
• Free Video

How Qwen2.5-1M Works - Understanding Alibaba's Million-Token AI Model

Discover how Alibaba's groundbreaking Qwen2.5-1M model achieves its million-token processing capability through Length Extrapolation and Dual Chunk Attention techniques.

• YouTube
• 13 minutes
• Self-Paced
• Free Video

Building a Local AI Chatbot with LangGraph and Deepseek R1

Learn to build a local AI chatbot by combining Deepseek R1 with LangGraph, using Ollama for model management and Python for implementation - all without cloud dependencies.

• YouTube
• 14 minutes
• Self-Paced
• Free Video

Building AI Chatbots with LangGraph - Custom Tools and LLM Integration Tutorial

Learn to build AI chatbots by integrating custom and pre-built tools with LangGraph, covering tool creation, LLM binding, and agent implementation for interactive conversational systems.

• YouTube
• 18 minutes
• Self-Paced
• Free Video

Building Multi-Agent AI Systems with LangGraph - Lesson 18

Master the implementation of multi-agent AI systems using LangGraph, from setting up specialized agents for reception, research, math, billing and support to enabling efficient inter-agent communication and workflow automation.

• YouTube
• 35 minutes
• Self-Paced
• Free Video

Understanding Diffusion Models: A Step-by-Step Mathematical Explanation

Dive into the mathematics and core principles of diffusion models, exploring both forward and reverse processes for image generation through step-by-step mathematical explanations.

• YouTube
• 44 minutes
• Self-Paced
• Free Video

How to Use RAG with LangGraph to Improve LLM Responses

Master RAG implementation with LangGraph to enhance LLM accuracy, reduce hallucinations, and enable real-time knowledge retrieval - all using open-source tools and Hugging Face models.

• YouTube
• 39 minutes
• Self-Paced
• Free Video

YOLOv12 Custom Object Detection for Brain Tumor Detection in MRI Scans

Master YOLOv12 implementation for brain tumor detection in MRI scans through custom object detection training, data preparation, annotation techniques, and model deployment.

• YouTube
• 13 minutes
• Self-Paced
• Free Video

Getting Started with DeepSeek Janus-Pro - A Guide to Multimodal AI

Discover how to harness DeepSeek Janus-Pro's multimodal capabilities for advanced image analysis, generation, and unified text-image processing in AI applications.

• YouTube
• 13 minutes
• Self-Paced
• Free Video

Building AI Applications with DeepSeek-R1, LangChain and Streamlit

Learn to build AI applications by integrating DeepSeek-R1 with LangChain and Streamlit, featuring step-by-step guidance on model setup and interface creation.

• YouTube
• 10 minutes
• Self-Paced
• Free Video

Building Agents in LangChain from Scratch - Lesson 13

Master the creation of intelligent LangChain agents by learning to integrate various tools with LLMs, implement custom functionalities, and develop practical solutions for real-world automation tasks.

• YouTube
• 32 minutes
• Self-Paced
• Free Video

Building Intelligent Agents with LangChain - Tools and Implementation - Lesson 12

Master the creation of intelligent LangChain agents by learning to combine tools and LLMs, from fundamental concepts to practical implementation with search tools and calculators.

• YouTube
• 18 minutes
• Self-Paced
• Free Video

LangGraph - Agentic AI Framework - Lecture 14

Master LangGraph for building agentic AI systems with step-by-step guidance on creating chatbots, implementing custom tools, connecting multiple agents, and exploring real-world applications.

• YouTube
• 2 hours 26 minutes
• Self-Paced
• Free Video