Crash Course: "Agentic AI for Beginners" with Sakil Ansari

Module 1: Introduction to AI Agents and LLMs

📌 Understanding AI Agents and Their Role in AI Ecosystems

🔹 What are AI Agents? Overview and Use Cases

🔹 Introduction to Popular AI Agent Frameworks:

• Autogen, LangChain, LangGraph, LangFlow, CrewAI, Agno

Module 2: Tools and Techniques for AI Agent Development

📌 Building AI Agents with LangChain, LangGraph & Other Tools

🔹 Understanding the LangChain & LangGraph ecosystem

🔹 Creating basic AI workflows using LangFlow

Module 3: Function Calling & Vector Databases

📌 Enhancing AI Agents with Function Calling & Embeddings

🔹 Understanding Function Calling in LLMs

🔹 Introduction to Vector Databases

🔹 Using Embedding Models

Module 4: AI Agents with Open-Source LLMs

📌 Exploring & Implementing Open-Source LLMs

🔹 Pros & Cons of Open-Source LLMs

🔹 Building AI Agents Using Open-Source LLMs