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Full Description
Quickstart your LLM projects by using DeepSeek's tools, APIs, and agents with this hands-on builder's guide to production-ready LLMs
Key Features
Explore DeepSeek's architecture, use cases, and unique model capabilities
Build powerful applications and agents powered by DeepSeek models
Distill via fine-tuning, optimize, and deploy DeepSeek for real-world business solutions
Purchase of the print or Kindle book includes a free PDF eBook
Book DescriptionDeepSeek has emerged as a promising open-source language model, with capabilities that rival leading proprietary systems like ChatGPT. But what makes it special, and how can IT professionals and AI practitioners put it to use? DeepSeek Essentials takes a practical, no-nonsense approach to helping you build with DeepSeek models in real-world scenarios.
You'll explore DeepSeek's origin, architecture, and multimodal strengths to grasp what sets it apart from ChatGPT and other LLMs and understand its current state, strengths, and gaps to make smart, informed choices about when and how to use it. With concrete examples in coding, document analysis, and ideation, you'll build confidence using DeepSeek. You'll also learn to work with cloud APIs such as OpenRouter and Cloudflare or run DeepSeek locally using tools like Ollama and llama.cpp.
The concluding chapters focus on GenAI-powered applications, covering agent development and workflow design. You'll learn to distill and extend models for custom needs, enabling fast, adaptive solutions across enterprises, startups, or research.
By the end of this book, you'll have gained the clarity and skills to build effectively with DeepSeek, whether it be evaluating AI tools or developing next-gen apps.What you will learn
Discover DeepSeek's unique traits in the LLM landscape
Implement DeepSeek for coding, document understanding, and creative ideation
Compare DeepSeek's multimodal features with leading models
Consume DeepSeek via the official API, Ollama, and llama.cpp
Integrate DeepSeek with third-party platforms like OpenRouter and Cloudflare
Distill and deploy DeepSeek models into production environments
Identify when and where to use DeepSeek
Understand DeepSeek's open philosophy
Who this book is forAI engineers, developers, and tech builders looking to integrate open-source LLMs such as DeepSeek into GenAI applications, local deployments, or custom workflows will benefit most from this book. Python skills, machine learning or deep learning knowledge, and experience with APIs, CLI tools, or runtimes such as Ollama or llama.cpp are a must, as well as familiarity with model inference, fine-tuning, and deployment environments.
Contents
Table of Contents
Introduction to DeepSeek
Deep Dive into DeepSeek
Using DeepSeek
Prompting techniques for DeepSeek
Building with DeepSeek
Agents with DeepSeek
Fine-Tuning DeepSeek
Deploying DeepSeek
