config.yaml
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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