Udemy – Build & Test AI Agents, ChatBot, RAG with Ollama & Local LLM 2025-3

Apr 18, 2025 - 19:04

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Build & Test AI Agents, ChatBot, RAG with Ollama & Local LLM, This course is designed for complete beginners—even if you have zero knowledge of LangChain, you’ll learn step by step how to build LLM-based applications using local Large Language Models (LLMs). We’ll go beyond development and dive into evaluating and testing AI agents, RAG applications, and chatbots using RAGAs to ensure they deliver accurate and reliable results, following key industry metrics for AI performance. This entire course is taught inside Jupyter Notebook with Visual Studio, providing an interactive, guided experience where you can run the code seamlessly and follow along effortlessly. By the end of this course, you’ll be able to build, test, and optimize AI-powered applications with confidence!

What you’ll learn

Running LLMs in Local Machine for development of LLM application
Understand the power of Langchain for building Local LLM application
Understand Chain, Prompts, ChatPromptTemplates, ChatMessageHistory
Building Chatbots with Historical Information with Langchain
Building RAG application with Vector stores, Embedding and Local LLMs
Understanding and Building Tools for LLMs
Building AI Agents with Tooling support for LLMs
Testing/Evaluating AI Agent & RAG Application with RAGAs

Who this course is for

Beginner Developer or QA Engineer
AI Engineer/Tester
AI Tester/Gen AI Tester

Specificatoin of Build & Test AI Agents, ChatBot, RAG with Ollama & Local LLM

Publisher : Udemy
Teacher : Karthik KK
Language : English
Level : All Levels
Number of Course : 95
Duration : 10 hours and 45 minutes

Content

Build & Test AI Agents, ChatBot, RAG with Ollama & Local LLM

Requirements

Basics of Python
Enthusiasm to learn the power of LLMs knowledge to enhance your app workflow
Enthusiasm to build AI Agents, RAG applications and Testing them

Pictures

Build & Test AI Agents, ChatBot, RAG with Ollama & Local LLM

Sample Clip

Installation Guide

Extract the files and watch with your favorite player

Subtitle : English

Quality: 720p

Changes:

Version 2025/3 compared to 2025/2 has increased by 24 lessons and 2 hours and 24 minutes in duration. English subtitles were also added to the course.

Udemy – Build & Test AI Agents, ChatBot, RAG with Ollama & Local LLM 2025-3