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: "product_id"
type: "KEYWORD"
required: true
index: true
store: true
return_in_source: true
- name: "handle"
type: "KEYWORD"
index: true
store: true
return_in_source: true
# 文本搜索字段
- name: "title"
type: "TEXT"
analyzer: "chinese_ecommerce"
boost: 3.0
index: true
store: true
return_in_source: true
- name: "brief"
type: "TEXT"
analyzer: "chinese_ecommerce"
boost: 1.5
index: true
store: true
return_in_source: true
- name: "description"
type: "TEXT"
analyzer: "chinese_ecommerce"
boost: 1.0
index: true
store: true
return_in_source: true
# SEO字段(提升相关性)
- name: "seo_title"
type: "TEXT"
analyzer: "chinese_ecommerce"
boost: 2.0
index: true
store: true
return_in_source: false # SEO字段通常不需要在结果中返回
- name: "seo_description"
type: "TEXT"
analyzer: "chinese_ecommerce"
boost: 1.5
index: true
store: true
return_in_source: false
- name: "seo_keywords"
type: "TEXT"
analyzer: "chinese_ecommerce"
boost: 2.0
index: true
store: true
return_in_source: false
# 分类和标签字段(TEXT + KEYWORD双重索引)
- name: "vendor"
type: "TEXT"
analyzer: "chinese_ecommerce"
boost: 1.5
index: true
store: true
return_in_source: true
- name: "vendor_keyword"
type: "KEYWORD"
index: true
store: false
return_in_source: false # keyword字段通常只用于过滤,不需要返回
- name: "product_type"
type: "TEXT"
analyzer: "chinese_ecommerce"
boost: 1.5
index: true
store: true
return_in_source: true
- name: "product_type_keyword"
type: "KEYWORD"
index: true
store: false
return_in_source: false
- name: "tags"
type: "TEXT"
analyzer: "chinese_ecommerce"
boost: 1.0
index: true
store: true
return_in_source: true
- name: "tags_keyword"
type: "KEYWORD"
index: true
store: false
return_in_source: false
- name: "category"
type: "TEXT"
analyzer: "chinese_ecommerce"
boost: 1.5
index: true
store: true
return_in_source: true
- name: "category_keyword"
type: "KEYWORD"
index: true
store: false
return_in_source: false
# 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
# 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
# 文本嵌入字段(用于语义搜索)
- 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
# 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
- name: "shoplazza_created_at"
type: "DATE"
index: true
store: true
return_in_source: false # 通常不需要返回
- name: "shoplazza_updated_at"
type: "DATE"
index: true
store: true
return_in_source: false # 通常不需要返回
# 嵌套variants字段
- name: "variants"
type: "JSON"
nested: true
return_in_source: true
nested_properties:
variant_id:
type: "keyword"
index: true
store: true
title:
type: "text"
analyzer: "chinese_ecommerce"
index: true
store: true
price:
type: "float"
index: true
store: true
compare_at_price:
type: "float"
index: true
store: true
sku:
type: "keyword"
index: true
store: true
stock:
type: "long"
index: true
store: true
options:
type: "object"
enabled: true
# Index Structure (Query Domains)
indexes:
- name: "default"
label: "默认索引"
fields:
- "title"
- "brief"
- "description"
- "seo_title"
- "seo_description"
- "seo_keywords"
- "vendor"
- "product_type"
- "tags"
- "category"
analyzer: "chinese_ecommerce"
boost: 1.0
- name: "title"
label: "标题索引"
fields:
- "title"
- "seo_title"
analyzer: "chinese_ecommerce"
boost: 2.0
- name: "vendor"
label: "品牌索引"
fields:
- "vendor"
analyzer: "chinese_ecommerce"
boost: 1.5
- name: "category"
label: "类目索引"
fields:
- "category"
analyzer: "chinese_ecommerce"
boost: 1.5
- name: "tags"
label: "标签索引"
fields:
- "tags"
- "seo_keywords"
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variants)
spu_config:
enabled: true
spu_field: "product_id"
inner_hits_size: 10