config.yaml 9.05 KB
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# Unified Configuration for Multi-Tenant Search Engine
# 统一配置文件,所有租户共用一套索引配置
# 注意:此配置不包含MySQL相关配置,只包含ES搜索相关配置

# Elasticsearch Index
es_index_name: "search_products"

# ES Index Settings
es_settings:
  number_of_shards: 1
  number_of_replicas: 0
  refresh_interval: "30s"

# Field Definitions (SPU级别,只包含对搜索有帮助的字段)
fields:
  # 租户隔离字段(必需)
  - name: "tenant_id"
    type: "KEYWORD"
    required: true
    index: true
    store: true
    return_in_source: true

  # 商品标识字段
  - name: "spu_id"
    type: "KEYWORD"
    required: true
    index: true
    store: true
    return_in_source: true

  # 文本相关性相关字段(中英文双语)
  - name: "title_zh"
    type: "TEXT"
    analyzer: "hanlp_index"
    search_analyzer: "hanlp_standard"
    boost: 3.0
    index: true
    store: true
    return_in_source: true

  - name: "brief_zh"
    type: "TEXT"
    analyzer: "hanlp_index"
    search_analyzer: "hanlp_standard"
    boost: 1.5
    index: true
    store: true
    return_in_source: true

  - name: "description_zh"
    type: "TEXT"
    analyzer: "hanlp_index"
    search_analyzer: "hanlp_standard"
    boost: 1.0
    index: true
    store: true
    return_in_source: true

  - name: "vendor_zh"
    type: "TEXT"
    analyzer: "hanlp_index"
    search_analyzer: "hanlp_standard"
    boost: 1.5
    index: true
    store: true
    return_in_source: true
    keyword_subfield: true
    keyword_normalizer: "lowercase"

  - name: "title_en"
    type: "TEXT"
    analyzer: "english"
    search_analyzer: "english"
    boost: 3.0
    index: true
    store: true
    return_in_source: true

  - name: "brief_en"
    type: "TEXT"
    analyzer: "english"
    search_analyzer: "english"
    boost: 1.5
    index: true
    store: true
    return_in_source: true

  - name: "description_en"
    type: "TEXT"
    analyzer: "english"
    search_analyzer: "english"
    boost: 1.0
    index: true
    store: true
    return_in_source: true

  - name: "vendor_en"
    type: "TEXT"
    analyzer: "english"
    search_analyzer: "english"
    boost: 1.5
    index: true
    store: true
    return_in_source: true
    keyword_subfield: true
    keyword_normalizer: "lowercase"

  - name: "tags"
    type: "KEYWORD"
    index: true
    store: true
    return_in_source: true

  # 价格字段(扁平化)
  - name: "min_price"
    type: "FLOAT"
    index: true
    store: true
    return_in_source: true

  - name: "max_price"
    type: "FLOAT"
    index: true
    store: true
    return_in_source: true

  - name: "compare_at_price"
    type: "FLOAT"
    index: true
    store: true
    return_in_source: true

  - name: "sku_prices"
    type: "FLOAT"
    index: true
    store: true
    return_in_source: true

  - name: "sku_weights"
    type: "LONG"
    index: true
    store: true
    return_in_source: true

  - name: "sku_weight_units"
    type: "KEYWORD"
    index: true
    store: true
    return_in_source: true

  - name: "total_inventory"
    type: "LONG"
    index: true
    store: true
    return_in_source: true

  # 图片字段(用于显示,不参与搜索)
  - name: "image_url"
    type: "KEYWORD"
    index: false
    store: true
    return_in_source: true

  # 语义向量
  - name: "title_embedding"
    type: "TEXT_EMBEDDING"
    embedding_dims: 1024
    embedding_similarity: "dot_product"
    index: true
    store: false
    return_in_source: false  # 嵌入向量通常不需要在结果中返回

  - name: "image_embedding"
    type: "IMAGE_EMBEDDING"
    embedding_dims: 1024
    embedding_similarity: "dot_product"
    nested: true
    index: true
    store: false
    return_in_source: false

  # 分类相关字段
  - name: "category_path_zh"
    type: "TEXT"
    analyzer: "hanlp_index"
    search_analyzer: "hanlp_standard"
    boost: 1.5
    index: true
    store: true
    return_in_source: true

  - name: "category_path_en"
    type: "TEXT"
    analyzer: "english"
    search_analyzer: "english"
    boost: 1.5
    index: true
    store: true
    return_in_source: true

  - name: "category_name_zh"
    type: "TEXT"
    analyzer: "hanlp_index"
    search_analyzer: "hanlp_standard"
    boost: 1.5
    index: true
    store: true
    return_in_source: true

  - name: "category_name_en"
    type: "TEXT"
    analyzer: "english"
    search_analyzer: "english"
    boost: 1.5
    index: true
    store: true
    return_in_source: true

  - name: "category_id"
    type: "KEYWORD"
    index: true
    store: true
    return_in_source: true

  - name: "category_name"
    type: "KEYWORD"
    index: true
    store: true
    return_in_source: true

  - name: "category_level"
    type: "INT"
    index: true
    store: true
    return_in_source: true

  - name: "category1_name"
    type: "KEYWORD"
    index: true
    store: true
    return_in_source: true

  - name: "category2_name"
    type: "KEYWORD"
    index: true
    store: true
    return_in_source: true

  - name: "category3_name"
    type: "KEYWORD"
    index: true
    store: true
    return_in_source: true

  # SKU款式、子sku属性
  - name: "specifications"
    type: "JSON"
    nested: true
    return_in_source: true
    nested_properties:
      sku_id:
        type: "keyword"
        index: true
        store: true
      name:
        type: "keyword"
        index: true
        store: true
      value:
        type: "keyword"
        index: true
        store: true

  - name: "option1_name"
    type: "KEYWORD"
    index: true
    store: true
    return_in_source: true

  - name: "option2_name"
    type: "KEYWORD"
    index: true
    store: true
    return_in_source: true

  - name: "option3_name"
    type: "KEYWORD"
    index: true
    store: true
    return_in_source: true

  # 时间字段
  - name: "create_time"
    type: "DATE"
    index: true
    store: true
    return_in_source: true

  - name: "update_time"
    type: "DATE"
    index: true
    store: true
    return_in_source: true

  # 嵌套skus字段
  - name: "skus"
    type: "JSON"
    nested: true
    return_in_source: true
    nested_properties:
      sku_id:
        type: "keyword"
        index: true
        store: true
      price:
        type: "float"
        index: true
        store: true
      compare_at_price:
        type: "float"
        index: true
        store: true
      sku_code:
        type: "keyword"
        index: true
        store: true
      stock:
        type: "long"
        index: true
        store: true
      weight:
        type: "float"
        index: true
        store: true
      weight_unit:
        type: "keyword"
        index: true
        store: true
      option1_value:
        type: "keyword"
        index: true
        store: true
      option2_value:
        type: "keyword"
        index: true
        store: true
      option3_value:
        type: "keyword"
        index: true
        store: true
      image_src:
        type: "keyword"
        index: false
        store: true

# Index Structure (Query Domains)
indexes:
  - name: "default"
    label: "默认索引"
    fields:
      - "title_zh"
      - "brief_zh"
      - "description_zh"
      - "vendor_zh"
      - "tags"
      - "category_path_zh"
      - "category_name_zh"
    analyzer: "chinese_ecommerce"
    boost: 1.0

  - name: "title"
    label: "标题索引"
    fields:
      - "title_zh"
    analyzer: "chinese_ecommerce"
    boost: 2.0

  - name: "vendor"
    label: "品牌索引"
    fields:
      - "vendor_zh"
    analyzer: "chinese_ecommerce"
    boost: 1.5

  - name: "category"
    label: "类目索引"
    fields:
      - "category_path_zh"
      - "category_name_zh"
    analyzer: "chinese_ecommerce"
    boost: 1.5

  - name: "tags"
    label: "标签索引"
    fields:
      - "tags"
    analyzer: "chinese_ecommerce"
    boost: 1.0

# Query Configuration
query_config:
  supported_languages:
    - "zh"
    - "en"
  default_language: "zh"
  enable_translation: true
  enable_text_embedding: true
  enable_query_rewrite: true

  # Embedding field names (if not set, will auto-detect from fields)
  text_embedding_field: "title_embedding"  # Field name for text embeddings
  image_embedding_field: null  # Field name for image embeddings (if not set, will auto-detect)

  # Translation API (DeepL)
  translation_service: "deepl"
  translation_api_key: null  # Set via environment variable
  # translation_glossary_id: null  # Optional: DeepL glossary ID for custom terminology (e.g., "车" -> "car")
  # translation_context: "e-commerce product search"  # Context hint for better translation disambiguation

# Ranking Configuration
ranking:
  expression: "bm25() + 0.2*text_embedding_relevance()"
  description: "BM25 text relevance combined with semantic embedding similarity"

# Function Score配置(ES层打分规则)
function_score:
  score_mode: "sum"
  boost_mode: "multiply"
  
  functions: []

# Rerank配置(本地重排,当前禁用)
rerank:
  enabled: false
  expression: ""
  description: "Local reranking (disabled, use ES function_score instead)"

# SPU配置(已启用,使用嵌套skus)
spu_config:
  enabled: true
  spu_field: "spu_id"
  inner_hits_size: 10