You are using LLM through chatbot or API. You are using cloud provider resources
What is Ollama and Advantages
 An open-source tool that allows you to run LLM and AI Models locally from your own machines & hardware.
 Simplifies the process of running large language models locally on your own hardware.

What problem does it solve?
1. Privacy concerns – running LLMs locally provides a lot of security.
2. Ease of use – setting up LLMs can be challenging. With Ollama, it’s an easy process.
3. Cost efficiency – no more cloud-based services (which can be costly)
4. Latency reduction – local execution reduces the latency issues
5. Customization – greater flexibility in customizing our models .
 Allow developers to build applications and features that use AI from your own machine
I will cover in this session:
Introduction to Ollama and Setup
Ollama CLI Commands and the REST API - Hands-on
Ollama - User Interfaces for Ollama Models
Intergreate Ollama with SQL Server 2025 and PostgreSQL:
Create embeddings & vectore search om your data
Building LLM Applications with Ollama Models
This is a demo session only with minimum theory & lessons from the fields!