Alexey3250/trustworthy-rag-demo
Trustworthy retrieval-grounded chatbot for NSW government services. Hybrid BM25+dense retrieval, three-mode response (answer/clarify/guide), provider-agnostic LLM (Ollama / Cerebras).
SUMMARY AI summary by gpt-5-mini
本リポジトリは、ニューサウスウェールズ（NSW）州の公的サービスページをソースにした「信頼できる」RAG（検索連携型チャットボット）のデモです。狙いは「根拠のある回答・参照付きリンクのみを返す」「確信が持てないときは質問で確認する」というガバメント向けの振る舞いを示すことです。各ページは共通のJSON構造（url, title, summary, how_to_steps, faqs, last_modified など）に変換され、UIでは構造化データをそのままレンダリングします。検索はBM25＋（任意で）埋め込みのハイブリッドでRRF融合、モードピッカーが上位スコアとマージン・照会長さで answer／clarify／guide を選びます。LLMは厳格なプロンプトで制約され、すべての主張に引用タグを付け、モデルが構造化フィールドを改変しない「信頼境界」を保ちます。Next.js製のチャットアプリでローカル実行・Vercel展開手順や索引作成の流れも含まれます。コードはMIT、コーパスはデモ用で非公式です。
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Dates
| Created on GitHub | 2026-05-09 |
| Last push | 2026-05-09 |
| First seen here | 2026-05-09 |
| Last fetched | 2026-05-09 18:20 |
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