{"schemaVersion":"ready-scan.discovery-surface.v1","id":"urn:readyscan:corpus:buyer-question:llamaindex-q125446413-answer-4f44b5c1f4259e47274f","key":"buyer_question:llamaindex-q125446413-answer-4f44b5c1f4259e47274f","kind":"buyer_question","slug":"llamaindex-q125446413-answer-4f44b5c1f4259e47274f","canonicalUrl":"https://directory.readyscan.ai/corpus/buyer-question/llamaindex-q125446413-answer-4f44b5c1f4259e47274f","machineUrl":"https://directory.readyscan.ai/discovery/corpus/buyer-question/llamaindex-q125446413-answer-4f44b5c1f4259e47274f.json","datePublished":"2026-10-25","dateModified":"2026-10-25","materialFingerprint":"fnv1a64:89e219d381575f68","membershipFingerprint":"fnv1a64:a807fe00e100a879","relatedEntitySlugs":["llamaindex-q125446413"],"relatedSurfaceKeys":["buyer_question:llamaindex-q125446413-answer-20bd6e9875406983bb79","buyer_question:llamaindex-q125446413-answer-3257bc151411e3a60f90","buyer_question:llamaindex-q125446413-answer-3bf0771c5eb1a3f42e81","buyer_question:llamaindex-q125446413-answer-452ae357a8fb067f48a1","buyer_question:llamaindex-q125446413-answer-59f7cabb5a3d447b07ba","buyer_question:llamaindex-q125446413-answer-5ae636dab576f88db8b5","buyer_question:llamaindex-q125446413-answer-60338ea442c89fe95998","buyer_question:llamaindex-q125446413-answer-723671706cf44e6f2bde","buyer_question:llamaindex-q125446413-answer-7364716103cf12325940","buyer_question:llamaindex-q125446413-answer-79cbe507c7a90d15d73a","buyer_question:llamaindex-q125446413-answer-878a2f8bda3740ceb522","buyer_question:llamaindex-q125446413-answer-87eab4b2300397983c65","buyer_question:llamaindex-q125446413-answer-87fd070901d2be5be429","buyer_question:llamaindex-q125446413-answer-98d877a3db70373e894d","buyer_question:llamaindex-q125446413-answer-a8210ee44539985e0a91","buyer_question:llamaindex-q125446413-answer-ae4ef2ce7c1314ab9133","buyer_question:llamaindex-q125446413-answer-c1dd97d02bb644cd77f8","buyer_question:llamaindex-q125446413-answer-c70a04c81e7d83025f0f","buyer_question:llamaindex-q125446413-answer-cafdac0f22989a58a7c3","buyer_question:llamaindex-q125446413-answer-e027e78bbe41f33ac6f7","buyer_question:llamaindex-q125446413-answer-fd11bfeae756256dfda2","evidence:llamaindex-q125446413","relationship:llamaindex-q125446413-products-and-services"],"sourceIds":["ready-scan-subjects"],"provenance":[{"snapshotId":"llamaindex-q125446413-content-bdfdcefc8c3c6990-snapshot","sourceId":"ready-scan-subjects","sourceRecordId":"Q125446413","sourceRevisionId":"Q125446413:content:625dd0f446655925","sourceContentHash":"fnv1a64:b380c7115d10dd63","recordRevisionId":"Q125446413:content:625dd0f446655925","recordContentHash":"fnv1a64:e7a4a35800ea8c53","sourceCanonicalUrl":"https://www.llamaindex.ai/","sourceModifiedAt":"2026-10-25T18:33:09.849Z","observedOn":"2026-10-25","permission":{"basis":"public_information","evidenceUrl":"https://www.llamaindex.ai/"},"attributionUrl":"https://www.llamaindex.ai/"}],"quality":{"method":"same_kind_unique_trigram_floor","minimumUniqueTrigramRatio":0.3,"status":"passed"},"title":"How do you prevent scrambled text when parsing PDFs with columns, headers, and footers?","summary":"Cited source answers across 1 active corpus record.","question":"How do you prevent scrambled text when parsing PDFs with columns, headers, and footers?","answers":[{"entitySlug":"llamaindex-q125446413","entityName":"LlamaIndex","answer":"“Our layout-aware parsing preserves the true reading order by understanding sections, multi-column flow, and repeated elements like headers and footers. That means your agents receive clean, reliable context instead of jumbled text—so answers and actions are grounded in what the document actually says.”","sourceUrls":["https://www.llamaindex.ai/services/ai-agent-platform-for-documents"]}]}