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DP＋Syn Proの基本フロー ドキュメント処理パイプラインの基本形は次の通りです。 紙・スキャンPDF → DP（構造化・OCR） → LLM Ready なHTML → Syn Pro（要約・抽出・質問対応） 本章では、代表的な 3 つのタスク： 要約（Summarization） 情報抽出（Information Extraction） 質問応答（Question Answering） について具体例を紹介します。 詳細は fc_2025_upstage_handson：Step1 をご覧ください。 2. 要約（Summarization） 以下は、建物清掃見積もり資料（DP で構造化済 HTML）をSyn Proに要約させる例です。 入力（Before）：スマホで撮影した清掃見積もり資料 2つの段落と複数の表が混在 照明や影が入った“実務寄り”の画像 プロンプト プロンプト（ドキュメント要約のための指示） 以下のドキュメントを読み、決裁者向けに3〜5行で要点をまとめてください。 --- Document (HTML) --- {{html_document}} 出力（例） 本見積もりは、建物清掃業務の作業範囲と料金体系をまとめた資料です。 建物規模、機材使用、作業頻度などに応じて基本料金と加算料金が設定されています。 消費税計算、割引条件、注意事項も含まれています。 ポイント： DPによって段落・表の構造が整っているため、Syn Proは要点を正確に抽出しやすい LLMはドキュメントの要旨を短くまとめるのが得意 3. 情報抽出（Information Extraction） 以下は、建物清掃業務の見積金額算定基準を対象に、特定の情報（＝清掃対象の面積に関する情報）だけを抽出するタスクの例です。..."},"evidence_pages":[],"related_signals":[{"id":"925079c7-d940-4abc-bbef-db3dc8c1c458","url":"https://onlylabs.fyi/signals/925079c7-d940-4abc-bbef-db3dc8c1c458","source_url":"https://www.upstage.ai/blog/ja/people-05","title":"People 05","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"upstage","name":"Upstage (Solar)","category":"neolab"},"occurred_at":"2026-11-09T00:00:00.000Z","first_seen_at":"2026-09-14T08:00:51.67058+00:00","date_source":"page.visible_date"},{"id":"8d10e51d-ca75-4928-806d-d8bb1bbb88e7","url":"https://onlylabs.fyi/signals/8d10e51d-ca75-4928-806d-d8bb1bbb88e7","source_url":"https://www.upstage.ai/blog/en/vendor-invoice-audit-missing-discounts","title":"Vendor Invoice Audit Missing Discounts","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"upstage","name":"Upstage (Solar)","category":"neolab"},"occurred_at":"2026-10-22T12:00:06.583+00:00","first_seen_at":"2026-10-22T16:00:55.672032+00:00","date_source":"sitemap.lastmod"},{"id":"5d04b325-a5c0-49c9-a6e9-4bcc43819ce6","url":"https://onlylabs.fyi/signals/5d04b325-a5c0-49c9-a6e9-4bcc43819ce6","source_url":"https://www.upstage.ai/blog/en/triage-insurance-submissions-before-underwriting","title":"Triage Insurance Submissions Before Underwriting","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"upstage","name":"Upstage (Solar)","category":"neolab"},"occurred_at":"2026-10-20T13:00:02.775+00:00","first_seen_at":"2026-10-08T04:00:52.138739+00:00","date_source":"sitemap.lastmod"},{"id":"1912348e-5b20-4db2-9cb2-405a8694ebd0","url":"https://onlylabs.fyi/signals/1912348e-5b20-4db2-9cb2-405a8694ebd0","source_url":"https://www.upstage.ai/blog/ja/people-06","title":"People 06","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"upstage","name":"Upstage (Solar)","category":"neolab"},"occurred_at":"2026-10-16T00:00:00.000Z","first_seen_at":"2026-10-20T08:00:53.536389+00:00","date_source":"page.visible_date"},{"id":"21966cc1-6dcd-444f-93da-62ec7a570b3d","url":"https://onlylabs.fyi/signals/21966cc1-6dcd-444f-93da-62ec7a570b3d","source_url":"https://www.upstage.ai/blog/ja/upstage-hoken-mainichi-shinbun-1","title":"Upstage Hoken Mainichi Shinbun 1","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"upstage","name":"Upstage (Solar)","category":"neolab"},"occurred_at":"2026-07-09T00:00:00.000Z","first_seen_at":"2026-08-20T08:00:51.452146+00:00","date_source":"page.visible_date"},{"id":"d936f620-24c2-46bc-add1-3ba25c7dfc4c","url":"https://onlylabs.fyi/signals/d936f620-24c2-46bc-add1-3ba25c7dfc4c","source_url":"https://www.upstage.ai/news/upstage-stevie-awards-2026-american-business-awards","title":"Upstage Stevie Awards 2026 American Business Awards","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"upstage","name":"Upstage (Solar)","category":"neolab"},"occurred_at":"2026-04-23T00:00:00.000Z","first_seen_at":"2026-09-07T08:00:51.522474+00:00","date_source":"page.visible_date"}]}