description: "文档编辑 AI 对话-RAG 质量优先检索配置" version: "1.0.0" retrieval: enabled: true parent_collection: "t_kngs_construction_plan_parent" child_collection: "t_kngs_construction_plan_child" parent_recall_top_k: 30 child_recall_top_k: 40 tag_recall_top_k: 30 chapter_recall_top_k: 15 recall_top_k: 30 rerank_top_k: 8 submit_top_k: 3 min_vector_similarity: 0.45 min_rerank_score: 0.70 min_qualified_count: 1 max_reference_chars: 4000 max_single_reference_chars: 1500 allow_vector_fallback: false allow_unscoped_search: false dense_weight: 0.7 sparse_weight: 0.3 child_dense_weight: 0.6 child_sparse_weight: 0.4 ranker_type: "weighted" tag_recall_enabled: true tag_terms_limit: 8 rrf_k: 60 parent_vector_weight: 1.0 child_locator_weight: 0.8 tag_weight: 1.2 chapter_similarity_weight: 0.5 tag_exact_bonus: 0.08 tag_partial_bonus: 0.03 multi_source_bonus: 0.02 scope_bonus: 0.03 keyword_extraction: # 用于从用户问题、章节标题、章节内容、历史对话中抽取检索关键词。 domain_terms: - "工程概况" - "编制依据" - "施工部署" - "施工准备" - "资源配置" - "测量放线" - "临时用电" - "临时用水" - "交通组织" - "围挡" - "便道" - "排水" - "降水" - "土方" - "基坑" - "边坡" - "支护" - "地基" - "基础" - "模板" - "钢筋" - "混凝土" - "预应力" - "脚手架" - "支架" - "防水" - "装饰装修" - "验收" - "标准" - "规范" - "检查" - "检测" - "试验" - "安装" - "拆除" - "吊装" - "质量控制" - "安全文明施工" - "环境保护" - "水土保持" - "应急预案" - "成品保护" - "进度计划" - "机械设备" - "劳动力" - "材料计划" - "架桥机" - "龙门吊" - "吊车" - "塔吊" - "施工电梯" - "挂篮" - "台车" - "箱梁" - "T梁" - "梁板" - "钢丝绳" - "支座" - "安全装置" - "操作证" - "合格证" - "静载" - "动载" - "空载" # 用于抽取“术语 + 动作/章节类型”组合词,例如“架桥机验收”“模板安装要求”。 action_terms: - "验收" - "标准" - "规范" - "检查" - "检测" - "试验" - "安装" - "拆除" - "吊装" - "要求" - "控制" - "保护" - "预案" - "计划" # tag 检索时过滤过泛的词,避免命中面过大。 tag_generic_terms: - "验收" - "标准" - "规范" - "检查" - "检测" - "试验" - "安装" - "拆除" - "要求" - "安全" - "环保" - "质量" - "进度" - "交底" # tag 检索优先词,通常是设备、工法、标准号等高区分度词。 tag_priority_terms: - "架桥机" - "龙门吊" - "吊车" - "塔吊" - "施工电梯" - "挂篮" - "支架" - "台车" warnings: no_scope: "缺少可靠的知识库检索范围,本次未引用向量库内容。" no_recall: "未召回可信知识库内容,本次回答不引用向量库。" low_confidence: "未找到可信度足够的知识库片段,本次未引用向量库内容。" rerank_failed: "知识库片段重排不可用,本次未引用向量库内容。"