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charset=utf-8","capture_method":"plain","fetched_at":"2026-08-20T08:02:17.122572+00:00","bytes":206956,"raw_path":"191d74cd5b180065a4580cbbd9531c294d99cbdfbad4130754091fd5dfc03d28.html","content_hash":"41b20d46c331bd3833f0f4917d0d83341c8c10ae628ee8ab1f980d207d8fded0","excerpt_chars":1200,"truncated":true,"excerpt":"upstage.ai ⚡️ 日本語性能で国内トップLLM「Syn Pro」を体験 Learn more → ⚡️ 日本語性能で国内トップLLM「Syn Pro」を体験 Learn more → Solutions Resources Company Pricing Try demo Try demo Contact us ここまで、Upstage DP x Syn Proを用いたドキュメント作業効率化シリーズ（with Weave）では以下をご紹介しました。 Part 1 ：DP と Syn Pro の役割・世界観を整理 Part 2 ：それらを使った 要約・抽出・質問対応＋Weave Trace の可視化 今回のPart 3では、いよいよ 事故状況報告書を題材に「システム連携前提の情報抽出パイプライン」 を実装していきます。 さらに補助的に Weights & Biases WeaveのEvaluation機能を使い、パイプラインの評価や 精度確認の自動化も試していきます。 1. 実践パイプライン構築（事故状況報告書） まずは、題材とする 事故状況報告書 の特徴を整理します。 フリーフォーマットで書かれることが多く、文章構成に一貫性がない 本文・箇条書き・表・注意書きなど、複数の形式が混在する こうした文書を整理するタスクには次のような課題があります。 多様なテンプレートに対応 しつつ、一定以上の精度が求められる 保険会社や部署ごとに レイアウト・表現が微妙に異なる 「読む → 抜き出す → 定型フォーマットへ転記する」という 人力の必要な作業 Part3では、この「人が毎回コツコツ行っている整理作業」をDP＋Syn Proを用いてパイプライン化していきます。 2. 工夫ポイント 実務で使えるパイプラインにするため、次の観点を重視します。 ▶ 必要な情報のみ抽出する 事故全体の要約ではなく、システム連携に必要な情報だけを狙って抽出 事故日時・場所・原因・再発防止策など、抽出項目の定義が重要 ▶ 抽出項目の定義と正規化ルール 日付は YYYY/MM/DD 時間は 24 時間表記 情報がない場合は「記載無し」を入れる など ▶ Outputの制御（システム連携） JSONのキーやデータ型を事前に固定 Downstreamシステムが加工無しで取り込める形式にする 3. パイプライン構築 ここから、実際にパイプラインを構築していきます。詳細は fc_2025_upstage_handson：Step2 をご覧ください。 3.1 DP（Document Parse） 事故報告書（PDF / 画像）を HTMLに構造化します。このプロセスは、『Part1 > Upstage Document Parse (DP) の役割』のコードと同様です。..."},"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"}]}