Glossario IA
Il dizionario completo dell'Intelligenza Artificiale
Decomposed Prompting
Strategy that involves breaking down a complex query into simpler sub-queries, solving each sub-query individually, and then synthesizing the results to form the final response.
Active Prompt
Method that adaptively selects the most instructive examples (the most 'uncertain' for the model) to include in a few-shot prompt, in order to maximize the efficiency of in-context learning.
Prompt Decomposition and Recomposition
Advanced technique that decomposes a complex prompt into several simpler sub-prompts, processes each of them, and then recomposes the results to build a coherent and complete response.
Contextual Retrieval-Augmented Generation (CRAG)
Variant of RAG where the prompt is enriched not only with retrieved documents, but also with conversational context and specific instructions to better guide the generation.
Self-Refine
Iterative process where the model generates an initial response, then acts as its own critic to refine and improve this response over several successive cycles.