Gå direkt till innehållet

Fynda 4 pocket för 3 »

Till startsidan
Böcker, spel, garn, pyssel m.m.
Building LLM Powered  Applications
Building LLM Powered  Applications
Spara

Building LLM Powered Applications

e-bok, Engelska, 2024
Författare:
503 kr
Lägsta pris på PriceRunner
Läs i Adobe DRM-kompatibel e-boksläsareDen här e-boken är kopieringsskyddad med Adobe DRM vilket påverkar var du kan läsa den. Läs mer
Get hands-on with GPT 3.5, GPT 4, LangChain, Llama 2, Falcon LLM and more, to build LLM-powered sophisticated AI applicationsKey FeaturesEmbed LLMs into real-world applicationsUse LangChain to orchestrate LLMs and their components within applicationsGrasp basic and advanced techniques of prompt engineeringBook 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 learnExplore the core components of LLM architecture, including encoder-decoder blocks and embeddingsUnderstand the unique features of LLMs like GPT-3.5/4, Llama 2, and Falcon LLMUse AI orchestrators like LangChain, with Streamlit for the frontendGet familiar with LLM components such as memory, prompts, and toolsLearn how to use non-parametric knowledge and vector databasesUnderstand the implications of LFMs for AI research and industry applicationsCustomize your LLMs with fine tuningLearn about the ethical implications of LLM-powered applicationsWho 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.]]>

Mer på Adlibris

Om Adlibris

Adlibris är Nordens största bokhandel och erbjuder över 13 miljoner boktitlar med det senaste inom spel, pyssel, garn och allt som hör en modern bokhandel till. Adlibris Campus erbjuder studenter att köpa och sälja både ny och begagnad studentlitteratur och Adlibris Pocket erbjuder ett skräddarsytt och handplockat sortiment i reselägen. Adlibris är en del av Bonnier Group.

  • Alltid bra priser

  • Fri frakt över 299 kr

  • Smidiga leveranser

Nyhetsbrev

Ta del av våra bästa lästips, erbjudanden och kampanjer. Anmäl dig nu och få 10% rabatt på ditt första köp. Erbjudandet gäller endast nya prenumeranter, privatkunder, ej kurslitteratur, digitala böcker eller presentkort.