RAG System Design
When designing a Retrieval-Augmented Generation (RAG) system, several key components and considerations must be taken into account to ensure effective performance and usability.
Thoughts on AI, web development, and the future of technology
When designing a Retrieval-Augmented Generation (RAG) system, several key components and considerations must be taken into account to ensure effective performance and usability.
Getting AI to behave exactly as you need isn't magic—it's about system prompts that set the rules and prompting techniques that guide the thinking.
Learn what RAG (Retrieval Augmented Generation) is, how it works, and why it's revolutionizing AI applications. Complete guide with examples, benefits, and implementation strategies.
Chain-of-Thought reasoning refers to a process where a model doesn't just output an answer, but instead breaks down its reasoning into a series of logical steps.
GPT or Generative Pre-trained Transformer is a advanced Neural Network Models designed for understanding and generating human like text. This was developed by OpenAI.