https://mig217.github.io/tags/rag/ Recent content in RAG on Mig's Blog Hugo -- 0.147.7 en Wed, 16 Apr 2025 00:00:00 +0000 https://mig217.github.io/post/2025-03-30-memory-reasoning-and-planning-of-language-agents/ Wed, 16 Apr 2025 00:00:00 +0000 https://mig217.github.io/post/2025-03-30-memory-reasoning-and-planning-of-language-agents/ <p>Language Agents have emerged as one of the most exciting research directions in AI over the past two years. This article explores three core components: <strong>long-term memory via HippoRAG, reasoning capabilities with Grokked Transformers, and world modeling through WebDreamer</strong>.</p> <h2 id="why-agents-again">Why Agents Again?</h2> <p>Russell &amp; Norvig in “Artificial Intelligence: A Modern Approach” define an agent as “<strong>anything that can perceive its environment through sensors and act upon that environment through actions.</strong>”（@ArtificialIntelligenceModern）</p>