{"repo":"HeyNina101/generative_ai_project","free":true,"listed":false,"github":"https://github.com/HeyNina101/generative_ai_project","clone":"git clone https://github.com/HeyNina101/generative_ai_project.git","description":"A production-ready template to kickstart your Generative AI projects with structure and scalability in mind.","language":null,"stars":906,"topics":["ai-projects","ai-template","generative-ai","llm","prompt-engineering","template"],"license":"Apache-2.0","category":"ai-agents","readme_excerpt":"🧠 Generative AI Project Template A production-ready template to help you kickstart and organize your Generative AI projects with clarity and scalability in mind. Designed to reduce chaos in early development and support long-term maintainability with proven structure and practices. --- 📋 Project Overview A production-ready template for building scalable Generative AI apps — structured, maintainable, and built on real-world best practices. --- 🔧 Key Components --- ⚡ Best Practices - Track prompt versions and results - Separate configs using YAML files - Structure code by clear module boundaries - Cache responses to reduce latency and cost - Handle errors with custom exceptions - Use notebooks for rapid testing and iteration - Monitor API usage and set rate limits - Keep code and docs in sync --- 🧭 Getting Started 1. Clone the repo 2. Install via requirements.txt 3. Set up model configs 4. Check sample code 5. Begin in notebooks --- 💡 Development Tips - Use modular structure - Test components early - Track with version control - Keep datasets fresh - Monitor API usage --- 📁 Core Files - requirements.txt – Package dependencies - README.md – Project overview and usage - Dockerfile – Container build instructions --- 📄 License This project is licensed under the Apache 2.0 License. You are free to use, modify, and distribute with minimal restriction. ---","default_branch":null,"files":null,"tree":[],"storefront":"/r/HeyNina101","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/HeyNina101/generative_ai_project/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}