Download or read book LangChain in your Pocket written by Mehul Gupta and published by Mehul Gupta. This book was released on 2024-01-28 with total page 152 pages. Available in PDF, EPUB and Kindle. Book excerpt: Unlock the full potential of Generative AI with "LangChain in your Pocket", a hands-on guide that takes you through the robust LangChain framework. This book provides a step-by-step journey into creating powerful applications, from Auto-SQL and NER to custom Agents and Chains, integrating Memory, OutputParsers, RAG for Q&A, Few-Shot Classification, Evaluators, Autonomous AI agents, Advanced Prompt Engineering and many more. NOTE: Drop an email to [email protected] with the transaction receipt for a free PDF version. Key Features: Step-by-step code explanations with expected outputs for each solution. No prerequisites: If you know Python, you're ready to dive in. Practical, hands-on guide with minimal mathematical explanations. Book Description: Since the arrival of ChatGPT in late 2022, the AI landscape has evolved dramatically. "LangChain in your Pocket" invites you to move beyond ChatGPT and explore the versatility of LangChain, a Python/JavaScript framework at the forefront of Large Language Models (LLMs). Whether you're building Classification models, Storyteller, or Internet-enabled GPT, LangChain empowers you to do more. This beginner-friendly introduction covers: Basics of Large Language Models (LLMs) and why LangChain is pivotal. Hello World tutorial for setting up LangChain and creating baseline applications. In-depth chapters on each LangChain module. Advanced problem-solving, including Multi-Document RAG, Hallucinations, NLP chains, and Evaluation for LLMs for supervised and unsupervised ML problems. Dedicated sections for Few-Shot Learning, Advanced Prompt Engineering using ReAct, Autonomous AI agents, and deployment using LangServe. Who should read it? This book is for anyone keen on exploring AI, especially Generative AI. Whether you're a Software Developer, Data Scientist, Student or Content Writer, the focus on diverse use cases in LangChain and GenAI makes it equally valuable to all. Table of Contents Introduction Hello World Different LangChain Modules Models & Prompts Chains Agents OutputParsers & Memory Callbacks RAG Framework & Vector Databases LangChain for NLP problems Handling LLM Hallucinations Evaluating LLMs Advanced Prompt Engineering Autonomous AI agents LangSmith & LangServe Additional Features

Download or read book LangChain in your Pocket written by Mehul Gupta and published by Packt Publishing Ltd. This book was released on 2024-05-15 with total page 152 pages. Available in PDF, EPUB and Kindle. Book excerpt: Learn about LangChain and LLMs with "LangChain in your Pocket," a comprehensive guide to leveraging this innovative framework for building language-based applications. Key Features Step-by-step code explanations with expected outputs for each solution Practical examples and hands-on tutorials for real-world application Detailed discussions on managing and evaluating large language models Book Description"LangChain in your Pocket" offers a detailed exploration into the LangChain framework, designed to enhance your skills in developing sophisticated language understanding models and applications. This book begins with the basics, introducing you to the fundamental concepts of LangChain through a simple "Hello World" example. As you progress, you'll delve into various LangChain modules, learning how to create agents, manage memory, and utilize output parsers effectively. The journey continues as you explore the RAG Framework, vector databases, and their applications in natural language processing, providing you with the tools to tackle common NLP problems efficiently. The book also addresses critical aspects of working with large language models (LLMs), such as prompt engineering, handling hallucinations, and evaluating model outputs. Advanced topics like autonomous AI agents and the integration of LangSmith and LangServe are covered, giving you a holistic view of what you can achieve with LangChain. By the end of this book, you will not only understand the technical aspects of LangChain but also how to apply these principles in real-world scenarios, making it an essential resource for anyone looking to advance their capabilities in AI and language processing.What you will learn Navigate the basic to advanced features of LangChain Build and manage language understanding models and applications Employ advanced prompt engineering techniques Implement and evaluate large language models effectively Develop autonomous AI agents with LangChain Integrate LangSmith and LangServe for enhanced functionality Who this book is for The book "LangChain in your Pocket: Beginner's Guide to Building Generative AI Applications using LLMs" is an excellent resource for individuals new to the world of Generative AI. Whether you are a software developer, data scientist, or student, this beginner-friendly book provides a comprehensive introduction to the LangChain framework and its practical applications. Regardless of your prior experience, this book is a valuable asset for anyone interested in diving into the world of Generative AI and leveraging the power of LangChain.

Download or read book GW BASIC written by Ruth Ashley and published by Wiley. This book was released on 1991-05-13 with total page 331 pages. Available in PDF, EPUB and Kindle. Book excerpt: GW-BASIC® Self-Teaching Guide Wiley Self-Teaching Guides are designed for first-time users of specific computer applications and programming languages. These practical guides follow a logical progression that takes you step-by-step from the basics to advanced techniques. Each book enables you to measure your progress and learn at your own pace. With Wiley Self-Teaching Guides, learning to master computers is easy, rewarding, and fun. Written for personal computer users with no programming experience, this guide offers a thorough introduction to BASIC programming. This book explains programming logic, structured approaches, effective programming practices, basic debugging techniques, and much more. Writing complete programs and routines Performing basic arithmetic operations Creating and using files, controlling program flow, and managing various data types Creating and working with string data, numeric data, arrays, and graphics Trapping and handling errors Handling input and output to the console and printer You’ll also get information on: GW-BASIC Programs Decisions, Branching, and Loops Branching and Debugging Sequential Files Random Files Other I/O Working with Graphics

Download or read book Rapid Freezing Freeze Fracture and Deep Etching written by Nicholas J. Severs and published by Wiley-Liss. This book was released on 1995-08-11 with total page 392 pages. Available in PDF, EPUB and Kindle. Book excerpt: The techniques of freeze fracture and deep etching—techniques for the examination of the ultrastructure of rapidly frozen biological specimens by transmission electron microscopy—have profoundly influenced our understanding of the functional organization of the cell. Rapid Freezing, Freeze Fracture, and Deep Etching guides the reader through the principles of these techniques and gives detailed examples of their application in biomedical research. The book is organized into three sections. The first covers the fundamentals of freeze fracture and deep etching, with a discussion of basic principles for those new to the field, and an entire chapter on the equipment currently available for freeze fracture. Advanced techniques are presented next, with each chapter devoted to an in-depth treatment of a specific topic, including the advantages and limitations of each technique. The final chapters offer a series of applications selected to illustrate the wide-ranging and enduring impact of rapid freezing, freeze fracture, and deep etching on the field of biomedical research. With over 150 illustrations and containing contributions by leading experts instrumental in the development of these techniques, Rapid Freezing, Freeze Fracture, and Deep Etching offers authoritative coverage of such novel topics as: Hyperbaric freezing Ultrarapid freezing techniques in the study of dynamic cellular processes Cytochemical methods utilizing lectins and antibodies for labeling specific cellcomponents Fracturing and shadowing under ultra-low temperature and ultra-high vacuum conditions Freeze fracture and deep etching in neurobiology Rapid Freezing, Freeze Fracture, and Deep Etching will appeal to both newcomers to the field and experienced researchers and will be essential reading for cell biologists and anatomists, as well as any researcher who uses electron microscopy.

Download or read book Remote Sensing Digital Image Analysis written by John A. Richards and published by Springer Science & Business Media. This book was released on 2013-04-17 with total page 297 pages. Available in PDF, EPUB and Kindle. Book excerpt: With the widespread availability of satellite and aircraft remote sensing image data in digital form, and the ready access most remote sensing practitioners have to computing systems for image interpretation, there is a need to draw together the range of digital image processing procedures and methodologies commonly used in this field into a single treatment. It is the intention of this book to provide such a function, at a level meaningful to the non-specialist digital image analyst, but in sufficient detail that algorithm limitations, alternative procedures and current trends can be appreciated. Often the applications specialist in remote sensing wishing to make use of digital processing procedures has had to depend upon either the mathematically detailed treatments of image processing found in the electrical engineering and computer science literature, or the sometimes necessarily superficial treatments given in general texts on remote sensing. This book seeks to redress that situation. Both image enhancement and classification techniques are covered making the material relevant in those applications in which photointerpretation is used for information extraction and in those wherein information is obtained by classification.

Download or read book Nyansapo Scientific Problem Solving and Decision Making for Everyone written by Gary Booker and published by Lulu.com. This book was released on 2008-12-03 with total page 152 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book covers the method of scientific investigation. It is intended for K-12 students, university students, working professionals and citizen scientists. It focuses on choosing a problem to investigate, conducting background research, formulating a hypothesis, designing an experiment, analyzing your results, and forming conclusions. It gives multiple examples on how science can be used to acquire new information, create new products, and to debunk myths.Gary Booker is an Educator in Atlanta, Georgia with many years of experience in the environmental sciences & civil engineering in a QA role. Violet Akech is a Botanist in Kampala, Uganda with experience in multiple biodiversity conservation projects.

Download or read book Conversational Japanese written by Richard D. Abraham, Ph.D. and published by Macmillan. This book was released on 1995-08-15 with total page 270 pages. Available in PDF, EPUB and Kindle. Book excerpt: Step by step, these attractive and interesting lessons make it possible for you to understand and speak Japanese in the shortest possible time. The Cortina Method combines a selection of practical phrases of everyday use, rendered in Romanized spelling (romaji) which is self-pronouncing, and the absence of complicated grammatical rules, to make the study of spoken Japanese easy and effective. A comprehensive reference grammar is provided following the lessons. This section which also contains a guide to pronunciation will prove a handy and invaluable aid to the student. The Katakana Syllabary is also explained, enabling the student to read and write in Katakana. The useful Japanese/English dictionary of about 2,000 words will be found especially practical because, in addition to giving the translation of the most important words, it refers to lessons and lines where they occur.

Download or read book Power GUI Programming with Visual Age for C written by Hiroshi Tsuji and published by John Wiley & Sons. This book was released on 1996-12-30 with total page 808 pages. Available in PDF, EPUB and Kindle. Book excerpt: From the developers of the IBM Open Class Library, the most complete programming resource available for both Windows and OS/2 programmers Destined to become the VisualAge for C++ bible for programmers and developers, this invaluable book/CD-ROM set clearly describes how to use Open Class Library to develop applications with modern graphical user interfaces. You'll get the kind of practical, detailed information that could only come from the hands-on experience of the developers of the IBM Open Class Library. You'll discover how to produce better applications more quickly and easily with less code. The CD-ROM includes: * 140 example programs using VisualAge for C++ * VisualAge for C++ trial copy This valuable guide: * Explains how to build programs that run on Windows and OS/2 with little change to your source code * Describes advanced control, including container, notebook, and tool bar * Discusses enabling your application for Direct Manipulation * Explains how to use separate threads of execution to maintain a responsive user interface * Covers using Dynamic Data Exchange to communicate between applications * Shows how to use the advanced layout or canvas classes to build views that automatically adjust to changes in font, national language, or display resolution * Includes debugging techniques, performance tuning guidelines, and potential pitfalls to avoid

Download or read book Attachment and Bonding written by Carol Sue Carter and published by MIT Press. This book was released on 2005 with total page 509 pages. Available in PDF, EPUB and Kindle. Book excerpt: Scientists from different disciplines, including anthropology, psychology, psychiatry, pediatrics, neurobiology, endocrinology, and molecular biology, explore the concepts of attachment and bonding from varying scientific perspectives.

Download or read book Multi Sensor Data Fusion written by H.B. Mitchell and published by Springer Science & Business Media. This book was released on 2007-07-13 with total page 281 pages. Available in PDF, EPUB and Kindle. Book excerpt: This textbook provides a comprehensive introduction to the theories and techniques of multi-sensor data fusion. It is aimed at advanced undergraduate and first-year graduate students in electrical engineering and computer science, as well as researchers and professional engineers. The book is intended to be self-contained. No previous knowledge of multi-sensor data fusion is assumed, although some familiarity with the basic tools of linear algebra, calculus and simple probability theory is recommended.

Download or read book SanFrancisco Component Framework written by Paul Monday and published by Addison Wesley Longman. This book was released on 2000 with total page 372 pages. Available in PDF, EPUB and Kindle. Book excerpt: "The SanFrancisco Application Business Components product from IBM fills a long-standing need in the business applications development industry. One of the most ambitious projects ever based on object-oriented design patterns and Java technology, SanFrancisco is a set of frameworks that provides a platform-independent infrastructure and ready-built components for constructing business applications." "Written by key members of the SanFrancisco team at IBM, this book introduces the SanFrancisco product, describes its major components, and shows how to use it to create business applications. SanFrancisco Component Framework provides an overview of SanFrancisco's architecture and comprehensive coverage of its three layers: The Foundation, Common Business Objects, and Core Business Processes."--BOOK JACKET.Title Summary field provided by Blackwell North America, Inc. All Rights Reserved

Download or read book Multiple Choice Questions on Energy written by Arun K. Tripathi and published by The Energy and Resources Institute (TERI). This book was released on 2011-01-01 with total page 356 pages. Available in PDF, EPUB and Kindle. Book excerpt: Since energy is an important aspect in all sectors, it needs to be given a due attention in education and awareness. Multiple Choice Questions on Energy y attempts to present the subject in a simple yet comprehensive manner for students and aspirants of various competitive exams. Keeping in view the present trend of various exams, the various types of energy have been presented in the form of multiple choice questions, which is the most common pattern of examination in every field of study in the science stream. Energy-related questions figure in various national-level competitive examinations, besides featuring in question papers for examinations in bachelor degree courses on engineering and technology.Multiple Choice Questions on Energy contains about 1300 multiple choice questions covering various sectors of energy, including mechanical energy, electrical energy, chemical energy, nuclear energy, thermal energy, magnetic energy, sound energy, energy from coal, petroleum oil and natural gas, renewable energy, and energy conservation. An introduction to energy has been presented in a comprehensive yet simplified form. This book is useful for academicians,students pursuing engineering or agriculture-related courses, aspirants of various competitive exams, professionals, and stakeholders in the energy sector. It can also be a tool for various quiz programmes organized in schools, universities, engineering institutions.

Download or read book Handbook of MRP II and JIT written by John N. Petroff and published by . This book was released on 1993 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: It's no secret that Manufacturing Resource Planning (MRP II) and Just-in-Time (JIT) systems hold the key to fast response to customer demands, lower total costs, and minimum product defects. That, indeed, they are indispensable for achieving world-class performance and competing successfully in the global marketplace. Yet as manufacturing expert and consultant John Petroff has discovered in working with firms in the U.S. and abroad, few manufacturing businesses are taking full advantage of MRP II and JIT to improve their planning, scheduling, and control. And businesses with an MRP I or older system in place aren't sure how to make the smoothest transition to a more advanced and integrated manufacturing operation. In the Handbook of MRP II and JIT, Petroff provides the hands-on guidance and ready-to-use tools that enable any manufacturer to set up the most effective companywide MRP II/JIT-based system while avoiding common and costly mistakes. All this practical information is organized into 12 chapters, for quick access and easy use. Chapter 1 gives you an overview of the main elements necessary to optimize operating efficiency and competitiveness - including two vital prerequisites for implementing Total Management and how to use a powerful but virtually unknown strategy called Time Compression to perform administrative tasks with the fewest delays as they pass from department to department. Chapter 2 shows how to most effectively manage the demand side of your business. Sample strategic, marketing, and sales plans - utilizing new techniques like tracking signals and time-phased order points - make it easy to prepare amazingly accurate forecasts for everything from families ofproducts to unit production at various plant locations. Chapter 3 shows how to apply the newest and best MRP II methods to manage supplies, including multi-level, capacity, and material requirements planning. Plus, model production plans illustrate step by step how you can prevent shortages of parts and components and minimize throughput time. Other chapters give you proven accounting techniques to record key data like work-in-process and accounts payable and better measure costs ... ways to eliminate problems with your Master Production Schedule ... and JIT-based strategies to improve product quality and assure on-time delivery to customers. Throughout the Handbook, real-life examples illustrate how other manufacturing companies of all types and sizes have used MRP II and JIT to achieve dramatic improvements in profits and customer satisfaction.

Download or read book PASCAL User Manual and Report written by Kathleen Jensen and published by Springer. This book was released on 2013-06-29 with total page 172 pages. Available in PDF, EPUB and Kindle. Book excerpt: A preliminary version o~ the programming language Pascal was dra~ted in 1968. It ~ollowed in its spirit the A1gol-6m and Algo1-W 1ine o~ 1anguages. A~ter an extensive deve10pment phase, a~irst compiler became operational in 197m, and pub1ication ~ollowed a year 1ater (see Re~erences 1 and 8, p.1m4). The growing interest in the deve10pment of compilers ~or other computers ca11ed ~or a conso1idation o~ Pascal, and two years of experience in the use o~ the 1anguage dictated a few revisions. This 1ed in 1973 to the pub1ication o~ a Revised Report and a de~inition o~ a 1anguage representation in terms of the ISO cha:.:.acter set. This booklet consists o~ two parts: The User Manual, and the Revised Report. The ManUAl is directed to those who have previous1y acquired some ~ami1iarity with computer programming, and who wish to get acquainted with the 1anguage Pascal. Hence, the style o~ the Manual is that o~ a tutorial, and many examp1e~ are inc1uded to demonstrate the various ~eatures o~ Pascal. Summarising tab1es and syntax speci~ications are added as Appendices. The Report is inc1uded in this booklet to serve as a concise, u1timate reference ~or both programmers and imp1ementors. It defines stAndArd Pascal which constitutes a common base between various implementations of the 1anguage.

Download or read book Process Scale Purification of Antibodies written by Uwe Gottschalk and published by John Wiley & Sons. This book was released on 2017-03-07 with total page 849 pages. Available in PDF, EPUB and Kindle. Book excerpt: Promoting a continued and much-needed renaissance in biopharmaceutical manufacturing, this book covers the different strategies and assembles top-tier technology experts to address the challenges of antibody purification. • Updates existing topics and adds new ones that include purification of antibodies produced in novel production systems, novel separation technologies, novel antibody formats and alternative scaffolds, and strategies for ton-scale manufacturing • Presents new and updated discussions of different purification technologies, focusing on how they can address the capacity crunch in antibody purification • Emphasizes antibodies and innovative chromatography methods for processing

Download or read book Biopharmaceutics Modeling and Simulations written by Kiyohiko Sugano and published by John Wiley & Sons. This book was released on 2012-07-31 with total page 520 pages. Available in PDF, EPUB and Kindle. Book excerpt: A comprehensive introduction to using modeling and simulation programs in drug discovery and development Biopharmaceutical modeling has become integral to the design and development of new drugs. Influencing key aspects of the development process, including drug substance design, formulation design, and toxicological exposure assessment, biopharmaceutical modeling is now seen as the linchpin to a drug's future success. And while there are a number of commercially available software programs for drug modeling, there has not been a single resource guiding pharmaceutical professionals to the actual tools and practices needed to design and test safe drugs. A guide to the basics of modeling and simulation programs, Biopharmaceutics Modeling and Simulations offers pharmaceutical scientists the keys to understanding how they work and are applied in creating drugs with desired medicinal properties. Beginning with a focus on the oral absorption of drugs, the book discusses: The central dogma of oral drug absorption (the interplay of dissolution, solubility, and permeability of a drug), which forms the basis of the biopharmaceutical classification system (BCS) The concept of drug concentration How to simulate key drug absorption processes The physiological and drug property data used for biopharmaceutical modeling Reliable practices for reporting results With over 200 figures and illustrations and a peerless examination of all the key aspects of drug research—including running and interpreting models, validation, and compound and formulation selection—this reference seamlessly brings together the proven practical approaches essential to developing the safe and effective medicines of tomorrow.

Download or read book Using Simulation in Assessment and Teaching written by Marion Bogo and published by . This book was released on 2014 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This detailed book by the most experienced authors in the field describes how to develop and implement the objective structured clinical examination (OSCE) for social work education. In addition to a wealth of practical material in the appendices, two videos produced especially for this book (accessible online) show the OSCE process step-by-step. Assessment of student competency is an essential part of social work education. Going beyond the traditional domains for assessing students -- the classroom and field practicums -- the authors offer a new approach that approximates authentic practice tasks: the objective structured clinical examination (OSCE) adapted for social work. Based on the work of two research teams and the extensive experience of the authors, this book provides all the resources necessary for programs to develop and implement the OSCE. In addition to a wealth of practical material in the appendices, two videos produced especially for this book (accessible online) show the OSCE process step-by-step.