https://github.com/alaboudi1/llms-se-resources
A curated collection of resources aimed at assisting software engineers in leveraging Large Language Models (LLMs) for building software applications.
https://github.com/alaboudi1/llms-se-resources
Last synced: 3 months ago
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A curated collection of resources aimed at assisting software engineers in leveraging Large Language Models (LLMs) for building software applications.
- Host: GitHub
- URL: https://github.com/alaboudi1/llms-se-resources
- Owner: Alaboudi1
- License: mit
- Created: 2023-05-12T16:32:34.000Z (about 2 years ago)
- Default Branch: main
- Last Pushed: 2023-06-13T01:56:17.000Z (almost 2 years ago)
- Last Synced: 2025-01-06T02:41:32.223Z (5 months ago)
- Size: 17.6 KB
- Stars: 11
- Watchers: 2
- Forks: 2
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
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README
# LLMs-SE-Resources
A curated collection of resources for software engineers exploring Large Language Models (LLMs) in software development.
> **Note:** This repository does not claim to be an exhaustive resource on the subject of Large Language Models. Instead, it offers a curated selection of materials available on the internet, providing a solid foundation for software engineers interested in exploring and integrating LLMs into their applications.
## Introduction to LLMs For Software Engineers
An overview of Large Language Models (LLMs) with a focus on their relevance and implications for software engineering practices.
[What Is ChatGPT Doing … and Why Does It Work?](https://writings.stephenwolfram.com/2023/02/what-is-chatgpt-doing-and-why-does-it-work/)
[Simplicity Wins: How Large Language Models Will Revolutionize Software Engineering](https://blog.blackhc.net/2022/12/llm_software_engineering/)
[Harness the power of generative AI for software development](https://github.com/readme/guides/coding-generative-ai)
[Understanding GPT tokenizers](https://simonwillison.net/2023/Jun/8/gpt-tokenizers/)
[Prompt Engineering Guide](https://www.promptingguide.ai/)
## Developing Software with LLMs Capabilities Integrated
A List of resources that provides software engineers with essential information and best practices for incorporating Large Language Model capabilities into their applications.
[OpenAI API reference](https://platform.openai.com/docs/api-reference/introduction)
[Examples and guides for using the OpenAI API](https://github.com/openai/openai-cookbook)
[Python example app from the OpenAI API quickstart tutorial](https://github.com/openai/openai-quickstart-python)
[Launch an LLM App in One Hour](https://youtu.be/twHxmU9OxDU)
[Full Stack LLM Bootcamp](https://fullstackdeeplearning.com/llm-bootcamp/)
[Learn how to work with the ChatGPT and GPT-4 models](https://learn.microsoft.com/en-us/azure/cognitive-services/openai/how-to/chatgpt?pivots=programming-language-chat-completions)
[Learn How to Build Your Own Chatbot with ChatGPT API](https://medium.com/@rohan.chikorde/learn-how-to-build-your-own-chatbot-with-chatgpt-api-520ec8dbb202)
[How to train a new language model from scratch using Transformers and Tokenizers](https://huggingface.co/blog/how-to-train)
[How to train your own Large Language Models](https://blog.replit.com/llm-training)
[Building LLM applications for production](https://huyenchip.com/2023/04/11/llm-engineering.html)
[Integrate cutting-edge LLM technology quickly and easily into your apps](https://github.com/microsoft/semantic-kernel)
[Create your first app using ChatGPT](https://genez.io/blog/create-your-first-app-using-chatgpt/)
[Building Systems with the ChatGPT API](https://www.deeplearning.ai/short-courses/building-systems-with-chatgpt/)
## Case Studies
Real-world examples and services that have effectively integrated LLMs, illustrating their potential impact.
[A browser extension that enhance search engines with ChatGPT](https://github.com/wong2/chatgpt-google-extension)
[An unofficial Visual Studio Code - OpenAI ChatGPT integration](https://github.com/gencay/vscode-chatgpt)
[WhatsApp Bot OpenAI ChatGPT NodeJS Using Library Baileys](https://github.com/Sansekai/Wa-OpenAI)
[An experimental open-source attempt to make GPT-4 fully autonomous](https://github.com/Significant-Gravitas/Auto-GPT)
[Minimal web UI for ChatGPT](https://github.com/anse-app/chatgpt-demo)
## Research Papers
List of research papers investigating the user experience of AI-powered products and tools.
[papers-ux-ai-programming-Repo](https://github.com/AZHenley/papers-ux-ai-programming)