Rag Instant

If you split your documents too small (e.g., cutting a sentence in half), the AI loses context and fails. Developers have learned that "structure-aware" chunking—respecting headings and tables—is the real secret to quality. 0.5.4 , 0.5.31

Used "GraphRAG" to connect institutional knowledge buried in thousands of PDFs. By building a "People Knowledge Graph," they can now query who knows what across overlapping projects, turning unreachable data into a searchable brain. 0.5.11 If you split your documents too small (e

To fix this, we give the writer a (the Retrieval system ). Now, the process changes: By building a "People Knowledge Graph," they can

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 If you ask this writer to explain a