chatgpt – Notes from San Francisco

AI Agent Loop

Option One An AI Agent Loop refers to the cyclical process by which an autonomous AI agent perceives its environment, plans actions, executes those actions, and reflects on the results. This loop enables the agent to operate intelligently in dynamic environments by continually adapting its behavior based on feedback and outcomes. It is foundational toContinue reading “AI Agent Loop”

RAG pipeline building frameworks comparison

When building a Retrieval-Augmented Generation (RAG) pipeline, the “best” tool depends on your goals, level of abstraction, and control you want over the components. Here’s a breakdown of LangChain, Hugging Face, and PyTorch, to help you choose: 🧱 1. LangChain: Best for: Rapid prototyping and production-ready apps with modular components ✅ Use LangChain if youContinue reading “RAG pipeline building frameworks comparison”