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portada Ai-Assisted Coding: A Practical Guide to Boosting Software Development With Chatgpt, Github Copilot, Ollama, Aider, and Beyond (Rheinwerk Computing)
Type
Physical Book
Publisher
Author
Language
English
Pages
395
Format
Paperback
ISBN13
9781493226931

Ai-Assisted Coding: A Practical Guide to Boosting Software Development With Chatgpt, Github Copilot, Ollama, Aider, and Beyond (Rheinwerk Computing)

Michael Kofler; Bernd Öggl; Sebastian Springer (Author) · Rheinwerk Computing · Paperback

Ai-Assisted Coding: A Practical Guide to Boosting Software Development With Chatgpt, Github Copilot, Ollama, Aider, and Beyond (Rheinwerk Computing) - Michael Kofler; Bernd Öggl; Sebastian Springer

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Synopsis "Ai-Assisted Coding: A Practical Guide to Boosting Software Development With Chatgpt, Github Copilot, Ollama, Aider, and Beyond (Rheinwerk Computing)"

Generative AI is transforming software development. Stay on the cutting edge with this guide to AI pair programming! Learn how to make the most of modern tools like ChatGPT and GitHub Copilot to improve your coding. Automate refactoring, debugging, and other tedious tasks, and use techniques such as prompt engineering and retrieval-augmented generation to get the code you need. Follow practical examples that show how you can program faster, more efficiently, and with fewer errors with the help of AI. In this book, you'll learn about: a. Hype versus Reality Learn from expert developers to understand the possibilities (and pitfalls) of AI tools. With the help of practical code examples, see how to use AI helpers correctly to their full potential. b. Assistants for All Tasks This guide gives you an up-to-date overview of all aspects of AI-assisted coding: GitHub Copilot autocompletions, project bootstrapping with OpenHands, debugging and refactoring, application development, and more. c. In the Cloud or Local? Use OpenAI's API to integrate AI models directly into your own scripts and automations--or use local large language models (LLMs) to work independently of cloud services. Highlights include: 1) Structured programming with AI2) Debugging 3) Unit testing4) Refactoring5) Automatic document creation6) Database development and design7) Scripting and administration8) Local large language models (LLMs)9) Retrieval-augmented generation (RAG)10) ChatGPT and GitHub Copilot11) OpenHands12) OpenAI API

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