Preview Generative AI using Open Source LLMs

Before Starting

Readme

About This Course

Course Outline

Module 1

Ollama Intro

Module 2

Ollama Models Capabilities

Ollama Models basic Stucture

Ollama CLI commands

Module 3

Ollama Using Ollama Library

Modelfile in Ollama

Module 4

Ollama using Rest API

Tool Calling using Ollama

Module 5

Generating Embeddings using Ollama

Rag Application Using Ollama

Module 6

Concurrency and Model Chaining

GPU Offloading

Ollama Cloud

Hosted API Services, Hugging Face Models, Ollama App

Module 7

Brand Monitor Part 1[Code]

Ollama Project Dockerize

Module 8

LM Studio

Outro

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