49Build multimodal RAG over 10,000 PowerPoint decks that answers chart queries and cites the exact slide.▼hardGleanHebbiaMicrosoft1 replies◆ premiumSlides are the worst RAG corpus: text in shapes, meaning in charts, the message in the image. A query like 'the blue bar chart with Q3 revenue' fails if you embed only the extracted text, and citing the wrong slide number kills trust instantly.Open full answer →
81Your RAG system misses tables. How do you prove whether screenshots or a new retriever would fix it?▼hardNewGleanGoogleMicrosoft2 replies◆ premiumWork through source captures, candidate ranks and fixed-evidence tests to distinguish lost structure from ranking and reader failures before changing the retrieval architecture.Open full answer →
