Building Llm Powered Applications
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Building Llm Powered Applications
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Author : Valentina Alto
language : en
Publisher: Packt Publishing Ltd
Release Date : 2024-05-22
Building Llm Powered Applications written by Valentina Alto and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-05-22 with Computers categories.
Get hands-on with GPT 3.5, GPT 4, LangChain, Llama 2, Falcon LLM and more, to build LLM-powered sophisticated AI applications Get With Your Book: PDF Copy, AI Assistant, and Next-Gen Reader Free Key Features Embed LLMs into real-world applications Use LangChain to orchestrate LLMs and their components within applications Grasp basic and advanced techniques of prompt engineering Book DescriptionBuilding LLM Powered Applications delves into the fundamental concepts, cutting-edge technologies, and practical applications that LLMs offer, ultimately paving the way for the emergence of large foundation models (LFMs) that extend the boundaries of AI capabilities. The book begins with an in-depth introduction to LLMs. We then explore various mainstream architectural frameworks, including both proprietary models (GPT 3.5/4) and open-source models (Falcon LLM), and analyze their unique strengths and differences. Moving ahead, with a focus on the Python-based, lightweight framework called LangChain, we guide you through the process of creating intelligent agents capable of retrieving information from unstructured data and engaging with structured data using LLMs and powerful toolkits. Furthermore, the book ventures into the realm of LFMs, which transcend language modeling to encompass various AI tasks and modalities, such as vision and audio. Whether you are a seasoned AI expert or a newcomer to the field, this book is your roadmap to unlock the full potential of LLMs and forge a new era of intelligent machines.What you will learn Explore the core components of LLM architecture, including encoder-decoder blocks and embeddings Understand the unique features of LLMs like GPT-3.5/4, Llama 2, and Falcon LLM Use AI orchestrators like LangChain, with Streamlit for the frontend Get familiar with LLM components such as memory, prompts, and tools Learn how to use non-parametric knowledge and vector databases Understand the implications of LFMs for AI research and industry applications Customize your LLMs with fine tuning Learn about the ethical implications of LLM-powered applications Who this book is for Software engineers and data scientists who want hands-on guidance for applying LLMs to build applications. The book will also appeal to technical leaders, students, and researchers interested in applied LLM topics. We don’t assume previous experience with LLM specifically. But readers should have core ML/software engineering fundamentals to understand and apply the content.
Llm Powered Application
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Author : Lou Jackson
language : en
Publisher: Independently Published
Release Date : 2024-06-23
Llm Powered Application written by Lou Jackson and has been published by Independently Published this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-06-23 with Computers categories.
LLM-Powered Applications: Building the Future with Language Large Language Models (LLMs) are revolutionizing the way we interact with machines. These AI models, trained on massive amounts of text data, can understand and generate human-like language, opening doors to a new era of intelligent applications. Written by an expert in the field of AI and language processing, this book provides a balanced and informative view of LLMs. You'll gain a solid understanding of their capabilities, limitations, and the ethical considerations surrounding their development. This comprehensive guide dives deep into the world of LLM-powered applications. You'll explore how LLMs are transforming various industries, from software development and content creation to education and customer service. What's Inside: 1. Demystifying LLMs: Understand how these complex models work and their potential to revolutionize various fields. 2. Practical Applications: Discover inspiring ideas and real-world use cases for LLM technology across diverse industries. 3. Building with LLMs: Learn the essential tools, libraries, and techniques to develop your own LLM-powered applications 4. The Future Landscape: Explore the exciting possibilities and potential challenges that lie ahead for LLM development. This book is ideal for anyone interested in the future of technology and language. Whether you're a developer, entrepreneur, business leader, or simply curious about AI, this guide will equip you with the knowledge to harness the power of LLMs. Don't get left behind in the LLM revolution. This book empowers you to be at the forefront of this technological wave, shaping the future of how we interact with language and information. Become an LLM pioneer! Grab your copy of "LLM-Powered Applications" today and unlock the potential of this transformative technology!
Building Llm Applications With Python A Practical Guide
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Author : Anand Vemula
language : en
Publisher: Anand Vemula
Release Date :
Building Llm Applications With Python A Practical Guide written by Anand Vemula and has been published by Anand Vemula this book supported file pdf, txt, epub, kindle and other format this book has been release on with Computers categories.
This book equips you to harness the remarkable capabilities of Large Language Models (LLMs) using Python. Part I unveils the world of LLMs. You'll delve into their inner workings, explore different LLM types, and discover their exciting applications in various fields. Part II dives into the practical side of things. We'll guide you through setting up your Python environment and interacting with LLMs. Learn to craft effective prompts to get the most out of LLMs and understand the different response formats they can generate. Part III gets you building! We'll explore how to leverage LLMs for creative text generation, from poems and scripts to code snippets. Craft effective question-answering systems and build engaging chatbots – the possibilities are endless! Part IV empowers you to maintain and improve your LLM creations. We'll delve into debugging techniques to identify and resolve issues. Learn to track performance and implement optimizations to ensure your LLM applications run smoothly. This book doesn't shy away from the bigger picture. The final chapter explores the ethical considerations of LLMs, addressing bias and promoting responsible use of this powerful technology. By the end of this journey, you'll be equipped to unlock the potential of LLMs with Python and contribute to a future brimming with exciting possibilities.
Building Llm Applications
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Author : Alvin Pierce
language : en
Publisher: Independently Published
Release Date : 2025-06-27
Building Llm Applications written by Alvin Pierce and has been published by Independently Published this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-06-27 with Computers categories.
Book Description: What if you could build intelligent applications powered by the world's most advanced language models-without being a machine learning expert? Welcome to Building LLM Applications, the essential developer's guide to harnessing the power of large language models (LLMs) like GPT-4, Claude, and LLaMA to create real-world, production-ready AI systems. This hands-on book demystifies the core concepts behind LLMs and walks you through building prompt-driven tools, retrieval-augmented generation (RAG) systems, agentic workflows, and fully orchestrated AI pipelines. Whether you're a seasoned backend engineer or a curious front-end developer, this book gives you the clarity, patterns, and confidence to go from zero to production-fast. You'll learn how to: Build with the latest LLM frameworks (LangChain, LangGraph, OpenAgents) Use vector databases like Pinecone and Chroma to supercharge retrieval Design agents with planning, memory, and tool use Deploy your applications on modern platforms like LangServe, Hugging Face, and Vercel Handle safety, security, and ethical considerations in production Unlike theory-heavy AI texts, this book is crafted with developers in mind-packed with code, projects, and field-tested best practices from real-world deployments. You'll not only understand LLMs, but also build with them confidently. This is not just a book it's a launchpad. Whether you're building your career, your startup, or your next AI-powered side project, Building LLM Applications will equip you with everything you need to succeed in this fast-moving landscape.
Prompt Engineering For Llms
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Author : John Berryman
language : en
Publisher: "O'Reilly Media, Inc."
Release Date : 2024-11-04
Prompt Engineering For Llms written by John Berryman and has been published by "O'Reilly Media, Inc." this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-11-04 with Computers categories.
Large language models (LLMs) are revolutionizing the world, promising to automate tasks and solve complex problems. A new generation of software applications are using these models as building blocks to unlock new potential in almost every domain, but reliably accessing these capabilities requires new skills. This book will teach you the art and science of prompt engineering-the key to unlocking the true potential of LLMs. Industry experts John Berryman and Albert Ziegler share how to communicate effectively with AI, transforming your ideas into a language model-friendly format. By learning both the philosophical foundation and practical techniques, you'll be equipped with the knowledge and confidence to build the next generation of LLM-powered applications. Understand LLM architecture and learn how to best interact with itDesign a complete prompt-crafting strategy for an applicationGather, triage, and present context elements to make an efficient promptMaster specific prompt-crafting techniques like few-shot learning, chain-of-thought prompting, and RAG
Langchain Crash Course
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Author : Greg Lim
language : en
Publisher:
Release Date : 2024-09-20
Langchain Crash Course written by Greg Lim and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-09-20 with Computers categories.
In this short course, we take you on a fun, hands-on and pragmatic journey to learn how to build LLM powered apps using LangChain. You'll start building your first Generative AI app within minutes. Every section is recorded 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. The goal of this course is to teach you LangChain development 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 Course This course is purposely broken down into short sections where the development process of each section will center on different essential topics. The course a practical hands on approach to learning through practice. You learn best when you code along with the examples.
The Physics And Applications Of Amorphous Semiconductors
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Author : Arun Madan
language : en
Publisher: Academic Press
Release Date : 1988-09-28
The Physics And Applications Of Amorphous Semiconductors written by Arun Madan and has been published by Academic Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 1988-09-28 with Science categories.
Focuses on specific device research problems connected with this emerging technology. The first part presents hydrogenated amorphous silicon type alloys; the second part discusses amorphous chalcogenides. A reference source for solid state scientists and engineers, and a useful self-contained intro.
Ollama Crash Course
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Author : GREG. LIM
language : en
Publisher: Independently Published
Release Date : 2025-02-17
Ollama Crash Course written by GREG. LIM and has been published by Independently Published this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-02-17 with Computers categories.
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 - Introduction Chapter 2 - Ollama Setup Chapter 3 - How to Run Different Ollama Models Locally Chapter 4 - Customizing Models with the Modelfile Chapter 5 - Ollama REST API Chapter 6 - Interact with Ollama Models with Msty - UI-Based Tool for RAG Chapter 7 - Introduction to Python Library for Building LLM Applications Locally Chapter 8 - Build a Real-World Use Case Application - Introduction Chapter 9 - Overview of RAG Systems with Ollama and Langchain Crash Course Chapter 10 - Uploading Custom Documents Chapter 11 - Loading Different File Types The 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 Book This 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.
Capacity Building For Environmental Law In The Asian And Pacific Region
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Author : Donna G. Craig
language : en
Publisher:
Release Date : 2002
Capacity Building For Environmental Law In The Asian And Pacific Region written by Donna G. Craig and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2002 with Business & Economics categories.
This work adopts a broad view of sustainable development as the basis of modern environmental law, with an emphasis on social justice and equity. This approach requires that environmental law address and incorporate social, cultural, and economic dimensions in addition to the physical environment.
Ollama Fast Track
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Author : ERIC CHANDLER (JR.)
language : en
Publisher: Independently Published
Release Date : 2025-04-07
Ollama Fast Track written by ERIC CHANDLER (JR.) and has been published by Independently Published this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-04-07 with Computers categories.
Want to harness the power of local Large Language Models (LLMs) with Ollama? This book takes you on a fast-paced, hands-on journey into building and deploying LLM-powered applications-all while keeping things simple and straight to the point. Within minutes, you'll have your first Ollama app up and running. Every chapter is bite-sized and structured for maximum efficiency, eliminating fluff and focusing only on what truly matters. What You'll Learn: -Set up and run Ollama seamlessly on your machine. -Explore different Ollama models and customize them with Modelfile. -Use the Ollama REST API to integrate LLMs into your projects. -Work with Msty, a UI-based tool for Retrieval-Augmented Generation (RAG). -Build real-world LLM applications with Python and LangChain. -Upload and process custom documents for AI-powered workflows. This book is designed for developers, AI enthusiasts, and anyone curious about leveraging LLMs locally. Whether you're a beginner or an experienced techie, the hands-on approach will help you learn by doing-so you can start building intelligent applications right away. Stop wasting time on unnecessary details-let's get straight to building with Ollama!