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(as of Oct 03, 2024 10:54:21 UTC – Details)
Learn how to build a LangChain based AI assistant that more than doubles your coding productivity in Python!
This book introduces a zero-code approach to Python programming, utilizing Generative AI to streamline tasks such as data analysis, visualization, machine learning, and other Python projects. Generative AI and Large Language Models (LLMs) have revolutionized software development by automating routine tasks and providing intelligent coding assistance. Explore practical applications of the AI coding assistant discussed in this book, focusing on enhancing coding productivity—which means getting more done in less time with fewer errors—and ensuring robust data security, which involves implementing strict safeguards to protect your data when using cloud-based LLM services, ensuring privacy and preventing unauthorized access to your datasets. The book starts with an introduction to LangChain, detailing the setup and configuration needed to integrate LLMs into your projects. Following this, subsequent chapters offer step-by-step instructions on developing the AI coding assistant, covering essential topics such as creating effective prompts, generating and executing Python code with LLMs, including automatic error handling, and ensuring secure access to datasets. Practical examples and real-world case studies are provided to help you effectively apply these concepts. By the end of the book, you will have a comprehensive understanding of using Generative AI and LangChain to enhance your coding productivity and streamline your development workflow.
Key Features:
Master zero-code development in Python using LLMs.Enhance coding productivity and reduce errors through AI integration.Ensure data privacy and efficiency when handling datasets with Generative AI tools.Boost your coding speed to complete projects faster and stay a competitive developer
What You Will Learn:Use LLMs for diverse programming tasks.Design and implement effective prompts for optimal LLM performance.Generate, validate, and execute Python code effortlessly with LangChain.Create zero-code Python software development tool to streamline coding workflows.Utilize a Generative AI coding assistant for data cleaning, visualization, and analysis.Build and evaluate machine learning models using prompts passed to the AI assistant.Simplify software development in Python by directing the AI assistant to manage any coding tasks.
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From the Publisher
ASIN : B0DBMZ3MZM
Publication date : July 29, 2024
Language : English
File size : 123485 KB
Text-to-Speech : Enabled
Screen Reader : Supported
Enhanced typesetting : Enabled
X-Ray : Not Enabled
Word Wise : Not Enabled
Print length : 145 pages
