Rag

To fix this, we give the writer a (the Retrieval system ). Now, the process changes:

Instead of guessing, the writer pauses. The Librarian runs to a massive, private archive (the Vector Database ) and pulls out specific documents about NASA's workforce intelligence project. 0.5.11 To fix this, we give the writer a (the Retrieval system )

Often, the first three documents the "Librarian" finds aren't the best. Adding a Reranker (a second check) can boost relevance from 70% to over 90% by double-checking the search results before the writer sees them. 0.5.25 If you ask this writer to explain a

Imagine an apprentice writer (the or LLM ) who is incredibly talented at phrasing sentences but has a terrible memory for specific facts. If you ask this writer to explain a complex medical procedure or a niche historical event, they might start "hallucinating"—making up plausible-sounding but completely incorrect details just to keep the story going. 0.5.1 , 0.5.2 To fix this