Download 2025 Agentic RAG with LangChain and LangGraph – Ollama Course for Free

Install Ollama

LLAMA 3 2 Benchmarking Overview

Inspecting LLAMA 3 2 Model

Touch Base with Ollama

Ollama Commands ollama pull ollama list ollama rm

Ollama Commands ollama server ollama show

Ollama Commands ollama cp ollama run ollama ps ollama stop

What Type of Models are Available on Ollama

Ollama Model Commands show

Create and Run Ollama Model with Predefined Settings

Load Uncesored Models for Banned Content Generation [Only Educational Purpose

Ollama Model Commands set clear save and load

Ollama Raw API Requests

Create Documents Embeddings

Introduction to the Simplest RAG Architecture

Read Entire Markdown Files from a Directory

How to Use Ollama for Text Embeddings

Documents Retrieval from the FAISS Vector Store

Store and Load FAISS Vector Store

Documents Chunking

First Step Toward LangGraph Understanding

How State Machine Inspired LangGraph

Understanding LangGraph Example Code on High Level

LangGraph Introduction and Installation

Your First LangGraph Code with Ollama Part 1

Going Deeper in LangGraph Graph Module

Your First LangGraph Code with Ollama Part 2

Going Deeper in LangGraph ToolNode Module

Your First LangGraph Code with Ollama Part 3

Convert Excel Sheet into Markdown

Convert PDF into MarkDown File using Lang Chain Docling

How to Use os walk to Read All Files from the Given Dir

Introduction to Doclings Document Loader

Introduction to LangChain Doclings

Convert Entire Dir Documents into Markdown

Introduction

Code File and Install Requirements txt