Retrieval Augmented Thoughts (RAT): An AI Prompting Strategy that Synergies Chain of Thought (CoT) Prompting and Retrieval Augmented Generation (RAG) to Address the Challenging Long-Horizon Reasoning and Generation Tasks

Retrieval Augmented Thoughts (RAT): An AI Prompting Strategy that Synergies Chain of Thought (CoT) Prompting and Retrieval Augmented Generation (RAG) to Address the Challenging Long-Horizon Reasoning and Generation Tasks

The quest for models that can think, reason, and generate outputs similar to a human’s capacity for complex problem-solving has been paramount. Large language models (LLMs) are at the forefront, designed to mimic human-like understanding and articulation of ideas....