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Ollama Crash Course: Build Local LLM powered Apps
88% of respondents would recommend this to a friend
€ 24
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What Stands Out
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- In this book, we take you on a fun, hands-on and pragmatic journey to learning Ollama. You'll start building your first Ollama app within minutes. Every chapter is written in a bite-sized manner and straight to the point as I don’t want to waste your time (and most certainly mine) on the content you don't need.In the course of this book, we will cover:Chapter 1 - IntroductionChapter 2 - Ollama SetupChapter 3 - How to Run Different Ollama Models LocallyChapter 4 - Customizing Models with the ModelfileChapter 5 - Ollama REST APIChapter 6 – Interact with Ollama Models with Msty – UI-Based Tool for RAGChapter 7 - Introduction to Python Library for Building LLM Applications LocallyChapter 8 - Build a Real-World Use Case Application – IntroductionChapter 9 - Overview of RAG Systems with Ollama and Langchain Crash CourseChapter 10 - Uploading Custom DocumentsChapter 11 - Loading Different File TypesThe goal of this book is to teach you Ollama in a manageable way without overwhelming you. We focus only on the essentials and cover the material in a hands-on practice manner for you to code along.Working Through This BookThis book is purposely broken down into short chapters where the development process of each chapter will center on different essential topics. The book takes a practical hands on approach to learning through practice. You learn best when you code along with the examples in the book.
| Publisher | Independently published |
| Publication date | February 17, 2025 |
| Language | English |
| Print length | 96 pages |
| ISBN-13 | 979-8311074919 |
| Item Weight | 6.4 ounces (181.44 grams) |
| Dimensions | 7.5 x 0.22 x 9.25 inches (19.1 x 0.6 x 23.5 cm) |
Who Should Buy?
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Developers
Ideal for software developers looking to create applications leveraging local LLMs without extensive machine learning knowledge.
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Tech Enthusiasts
Perfect for tech enthusiasts eager to explore cutting-edge AI technology and build innovative, AI-powered applications.
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Startups
Suitable for startups wanting to quickly prototype and build LLM-based solutions for various commercial applications.
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Non-technical Users
Not suitable for users without technical skills, as it requires some programming and AI understanding for effective use.
Product Description
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Expert Systems Editorial Review
"Ollama Crash Course: Build Local LLM Powered Apps" has emerged as a go-to resource for anyone looking to delve into the world of Large Language Model (LLM) applications. Customers have expressed genuine enthusiasm, praising the book for its clarity and focus on practical application rather than unnecessary fluff. The structure of the book is highlighted as effective, guiding readers step-by-step through the intricacies of using Ollama for open models and creating RAG applications. Reviewers appreciated that the author, Greg, manages to break down complex concepts into digestible pieces, making it approachable for novices while still providing enough depth for those with some experience. Many noted the book serves as an excellent primer for newcomers curious about AI, igniting creativity and inspiring further exploration in the field. The hands-on nature of the guide encourages readers to engage with the technical aspects of LLM development, making it a practical investment for aspiring developers. Furthermore, customers rated the responsiveness of the author positively, suggesting a willingness to assist readers with their queries which adds value to the overall learning experience. Overall, "Ollama Crash Course" stands out as a well-crafted educational tool that successfully bridges the gap between theoretical knowledge and practical application in the ever-evolving AI landscape. **
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Pros
- Clear, practical writing style
- Well-structured content
- Suitable for beginners while still offering depth
- Engaging approach that inspires further exploration
- Author's responsiveness to reader queries
Cons
- Some readers may find the depth insufficient for advanced learners
Product Price History
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€ 24
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Features & Benefits
- Hands-on approach to learning Ollama.
- Start building an app in minutes.
- Short, concise chapters that focus on essentials.
- Practical coding examples throughout the book.
- Covers various essential topics related to LLM applications.
- Designed to make learning manageable and efficient.
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