Introduction to Agents

Langchain Architecture

AI Agent Flow Intro

API Keys-Langchain,OpenAI,Groq

Financial Agent Langchain

Agent OpenAI Langchain

Agent JSON output

Rag Agent

Vector DB

Create Stuff Document chain

Retrieval chain

Loreal Shareholder data loader text file

Amazon Shareholder Data loader pdf file

Arxiv Research papaer data loader

CSV Data Loader

Wikipedia Data Loader

RecursiveCharTextSplitter

Char Text Splitter

Html header Text splitter

Recursive JSON text splitter

Embedding Intro

OpenAI Embedding

Chroma DB

Ollama Embedding

Huggingface Embedding

FAISS Vector DB save locally

Chrom Vector db Store locally

Chat Message History

Groq API Overview and API key

Groq chatbot without history

Groq Agent with Prompt history

Groq Agent with message history

Groq Complex prompt with spanish language

Langchain tool overview

Groq Message with token Limit

Langchain tool overview

Langchain tool Architecture

Langchain tool code

Langchain tool api

Vector store retrievar

LangGraph Introduction

LangGraph Nodes and Edges

LangGraph Edges part1

LangGraph State and Nodes

Edges logic and Invoke

Mermaid langGraph

Chatbot langGraph

Chatbot langGraph testing

LangGraph chain Intro

LangGraph chain

LangGraph chain tools combine

LangGraph Bind tools

Qwen Alibaba model combine tools

LangGraph Agent Memory

Invoice agent LangGraph

Invoice Agent LangGraph memory

LangSmith Agent Deploy

Invoice Agent LangSmith Deploy

Pydantic Intro

Multi Node validation pydantic

Create Business tag line Intro

Create Business tag line

Create Business tag line part2

Parallelization LangGraph node intro

Marketing smart phone with Parallel Agent

LangGraph Router intro

Create business tag line

LangGraph Router Decision

Marketing Demo with LangGraph Router

LangGraph Orchestrator Agentic Ai Intro

Orchestrator Sections planner

Orchestrator synthesizer and assigning workers

Orchestrator create worker

Sales Agent Demo

Optimize Shark tank pitch with LangGraph Evaluator intro

Create Shark tank Pitch

Shark tank judge give feedback and update pitch

Medical Analyst Agent Intro

Combine Medical analysts agent

Medical analyst state Intro

Cretate instructions of medical analyst

Create Medical analyst agent

Human feedback node

Add nodes and edges for LangGraph

Demo medical researcher Agent

Humans in Loop Design patterns

Run without Human input

Add nodes and Edges

Run with Human input

Take Manual user input -Update LangGraph state

User input demo LangGraph

LangGraph Agentic Rag Intro

Microsoft shareholder Revenue Agentic Rag

FAISS VectorDb

Rag Agent Node

Generate Node

Demo Microsoft Revenue gowth Rag Agent

Adaptive Rag Intro

Vectorstore Microsoft Revenue details

Router-Vectordb and Web search

Grade Vectordb context with Agent

Generate Response

Fix Hallucination problem

Grade the answer and re-write the question

Tavily Web Search API Tool

Make LangGraph Nodes

Demo Revenue Growth with Adaptive Rag Agent

Rag Agent Project Intro

Project setup

Streamlit Frontend config setup

Run Streamlit App

Make header in UI

Create user input

Create Sidebar

Create Groq LLMs API inference

Add Node and State

Chatbot with Tool Node

Create Tavily Web Search API Tool node

Build Graph Rag Agent

Build Graph Agent with ToolNode

Display streamlit optimization

Create Main Method app

Rag Agentic Demo local

Github Action workflow

Create Huggingface space

Demo Huggingface Deployment and Rag Agent with Tools Demo

MCP Protocol

MCP vs Non-MCP connection

MCP Architecture

Claude Desktop install

MCP Communication between component

Node js installation

Cursor installation

MCP server Smithery AI

MCP server integration with Claude

MCP Fire crawl with Claud client

MCP Youtube transcribe with Claude client

Cursor IDE MCP setting

DemoCursor IDE client with MCP server

MCP CLI installation

Create MCP server CALC

Demo MCP CALC with Claude

MCP tool inspector Overview

Weather API Key

Serper API Key

Demo-Weather API with httpx

Nvidia stock details with serper API

Custom MCP server Architecture

Create Custom MCP server

Demo Custom MCP server with Claude client

DemoCustom MCP server with Cursor client

Create MCP server

LangGraph MCP Architecture overview

LangGraph Python client

DemoLangGraph MCP server with stdio client

Python Print and Comment

Variables

Data Type Number

Data Type String

Data Type Boolean

Operator

Collection List

Collection Tuple

Collection Set

Collection Dictionary

If else Condition

While loop

For Loop

Function introduction

Function Code

Lambda Function

Array Function

Python Class

Class init

Class str

Class function

Inheritance Introduction

Inheritance with init

Iterator with Python

Polymorphism

Scope

Modules

Dates

Maths Modules

Regular Expression

Json Object

PIP package

Exception Handling

User Input

String format

File read

File Writing

Numpy Introduction

Numpy variables

Numpy array

Intersection and diff

Matching filter

Reverse Row Column

Random Number

File read

File operations

Stats operation

Filter operation

Filter operation Part2

Filter operation Part 3

Filter operation part4

Create new column

Sort column

Sort column part 2

Sort column part 3

Pandas introduction

Create dataframe

Handle null values

Update create column

Delete column

Update create column

Rename column

Loc column

Loc column part 2

iloc rows

Add row

Delete row

sorting rows

Cross join

Inner left right join

Group by

Group by Part 2

Group By Part 3

Group By part 3

Iterate rows