Optimizing Large Language Models for Production: A Real Performance Story
You might raise an eyebrow at the title. Performance optimization and LLMs? Yes and YES! Stay with me for the next few paragraphs, and you’ll discover how straightforward yet impactful these optimizations can be. As we all know, inference speed and costs matter – a few hundred milliseconds can cost you thousands in API fees. […]
Why RAG Architecture is the First Thing to Master in Generative AI
By understanding and implementing the right RAG (Retrieval Augmented Generation) architecture, you can significantly improve your AI’s accuracy and reduce hallucinations. Very significantly! You might have a puzzled look on your face when reading the title. RAG architecture as the first priority? Yes and YES! Stay with me for a few more lines, and you […]
CASE STUDY: The Easiest Performance Boost You Can Get is via AI Agent Swarms
By implementing a proper agent swarm architecture, it’s possible to significantly decrease task completion time and increase accuracy. Very significantly! You might have a skeptical look on your face when reading the title. Performance optimization via multiple AI agents? Yes and YES! Bear with me for a couple more lines, and you might be surprised […]