primaprashant/llms-in-production
📦 Open Source Projectprimaprashant
A curated repository of engineering blogs showcasing real-world LLM deployments and production-grade AI solutions.
The llms-in-production repository acts as a knowledge hub for the practical application of LLMs. Unlike theoretical research papers, this collection focuses on the 'how-to' of production engineering. It categorizes technical deep dives into real-world scenarios, covering critical aspects such as latency optimization, cost management, prompt engineering at scale, and robust evaluation frameworks. By highlighting how industry leaders solve specific business problems, the repository provides a roadmap for engineers to navigate the complexities of LLM infrastructure, data pipelines, and model monitoring. It is an essential resource for those aiming to bridge the gap between experimental AI and stable, high-performance production systems.
💡Highlights
- ├─Curated real-world case studies
- ├─Focus on production-grade systems
- └─Covers LLM scaling challenges
🎯For
- ├─ML Engineers
- ├─Software Architects
- └─AI Product Managers