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Mar 16th nundi weekly modules release avthayi. Final Goal: Meeru AI Agents build cheygalagali
Know Your Students
Module 1
Course Overview
VS Code Installation [Volume Enhanced]
Python Uninstall & Install
Basics of Programming
Python Installation, Variables, Datatypes
Typecasting & Comments
Input Output
Operators
Basic programs in Python
Conditionals if elif else
Loops for while range in python
break & continue keywords
Problem Solving in loops & conditionals
Strings in Python
Lists & Tuples
Sets & Dictionaries
Functions in python
Recursion
OOPS Introduction
Constructors in python
Types of attributes in python
Types of methods in python
Access Modifiers in python
Inheritance & Types in python
Polymorphism in python
Exception Handling in python
Packages & Modules in python
Abstraction | Abstract classes & methods
File handling in python
Python module index & PyPi
Re-Emphasizing Python - Part 1 (IMP)
Re-Emphasizing Python - Part 2 (IMP)
Practise Python (Assignment)
What are AI Agents?
AI Applications Vs AI Agents
Module 2
Releasing on 23rd March
LLM (Large Language Model)
What do LLMs do?
Using LLMs
Open Source Models Vs Paid Models
Ollama and Open Router
Ollama API Support
APIs Technical Explanation
Module 3
Releasing on 30th March
Langchain LLM Abstraction
Langchain Users
Introduction - Prompt Engineering
LLM Settings
Few Shot Prompting
Chain of Thoughts Prompting
Self Consistency Prompting
Out of Date Learning
Role Play Prompting
RAG - Information
RAG [Theory]
RAG [Practical]
Langchain Prompts - Without Users
Langchain Prompts - With Users
Langchain Chains - Basic Example
Colab Instructions
Module 4
Releasing on 6th April
Langchain Prompts - Method 3
Structured Output
Langchain with_structured_output - Part 1
Langchain with_structured_output - Part 2
Langchain with_structured_output - Part 3
Langchain Output Parsers - Part 1
Langchain Output Parsers - Part 2
Langchain Output Parsers - Part 3
Langchain Output Parsers - Part 4
Langchain Chain Types
Langchain Sequential Chains
Langchain Parallel Chains
Module 5
Releasing on 13th April
RAG Introduction
Document Loaders Introduction & Text Loader
PDF Loader
CSV Loader
Web Loader
Eager Loading Vs Easy Loading
Text Splitters Introduction & Character Text Splitter
Character Text Splitter Implementation
Recursive Character Text Splitter
Recursive Character Text Splitter with Code
Embeddings & Vector Store
Embeddings Implementation
RAG Implementation
Module 6
Releasing on 20th April
Langchain Agents Introduction
ReACT Pattern
Langchain Agent with Search Tool
Langchain Agent with Custom Tool
Data Structures Intro for Graph
Langgraph Introduction
Langgraph Basic Constructs
First Langgraph Agent
Module 7
Releasing on 27th April
Langgraph Conditional Edges
Building Post Creation Agent
Message Graph Vs State Graph
State Graph Example
ChatBot & Memory Introduction
ChatBot & Memory Implementation
Module 8
Releasing on 4th May
Multi Agentic System Explained
Career Agent (Multi Agent)
Human in the Loop
Tools Resource
Llama Index Introduction
Langchain Vs Llama Index
LLMs with Llama Index
RAG with Llama Index
Agent with Llama Index
Module 9
Releasing on 11th May
CrewAI Introduction
CrewAI Documentation
CrewAI First Agent
CrewAI Custom Input
CrewAI Multi Agent System
CrewAI Human in the Loop + Verbose + Memory
Module 10
Releasing on 18th May
n8n Introduction
n8n Pricing & Docs
n8n Installation
n8n Setup
n8n Agent Creation Process
n8n Integrations
Module 11
Releasing on 25th May [Postponed]
n8n Revised
Telegram Agent
Calendar Events Agent + APIs in n8n
Resources
Colab Link
Colab RAG Link
Colab Agents Link
Colab Llama Index
Colab Crew AI
Module1 VS Code
Module2 VS Code
AI Agents Running Scribbles (Till 11th May)