runtime:
  environment: prod
  index_namespace: ''
  api_host: 0.0.0.0
  api_port: 6002
  indexer_host: 0.0.0.0
  indexer_port: 6004
  embedding_host: 0.0.0.0
  embedding_port: 6005
  embedding_text_port: 6005
  embedding_image_port: 6008
  translator_host: 0.0.0.0
  translator_port: 6006
  reranker_host: 0.0.0.0
  reranker_port: 6007
infrastructure:
  elasticsearch:
    host: http://localhost:9200
    username: null
    password: null
  redis:
    host: localhost
    port: 6479
    snapshot_db: 0
    password: null
    socket_timeout: 1
    socket_connect_timeout: 1
    retry_on_timeout: false
    cache_expire_days: 720
    embedding_cache_prefix: embedding
    anchor_cache_prefix: product_anchors
    anchor_cache_expire_days: 30
  database:
    host: null
    port: 3306
    database: null
    username: null
    password: null
  secrets:
    dashscope_api_key: null
    deepl_auth_key: null
es_index_name: search_products
indexes: []
assets:
  query_rewrite_dictionary_path: config/dictionaries/query_rewrite.dict
product_enrich:
  max_workers: 40
es_settings:
  number_of_shards: 1
  number_of_replicas: 0
  refresh_interval: 30s
field_boosts:
  title: 3.0
  qanchors: 2.5
  tags: 2.0
  category_name_text: 2.0
  category_path: 2.0
  brief: 1.5
  description: 1.5
  vendor: 1.5
  option1_values: 1.5
  option2_values: 1.5
  option3_values: 1.5
query_config:
  supported_languages:
  - zh
  - en
  default_language: en
  enable_text_embedding: true
  enable_query_rewrite: true
  zh_to_en_model: nllb-200-distilled-600m
  en_to_zh_model: nllb-200-distilled-600m
  default_translation_model: nllb-200-distilled-600m
  zh_to_en_model__source_not_in_index: nllb-200-distilled-600m
  en_to_zh_model__source_not_in_index: nllb-200-distilled-600m
  default_translation_model__source_not_in_index: nllb-200-distilled-600m
  translation_embedding_wait_budget_ms_source_in_index: 200
  translation_embedding_wait_budget_ms_source_not_in_index: 300
  style_intent:
    enabled: true
    selected_sku_boost: 1.2
    color_dictionary_path: config/dictionaries/style_intent_color.csv
    size_dictionary_path: config/dictionaries/style_intent_size.csv
    dimension_aliases:
      color:
      - color
      - colors
      - colour
      - colours
      - 颜色
      - 色
      - 色系
      size:
      - size
      - sizes
      - sizing
      - 尺码
      - 尺寸
      - 码数
      - 号码
      - 码
  product_title_exclusion:
    enabled: true
    dictionary_path: config/dictionaries/product_title_exclusion.tsv
  search_fields:
    multilingual_fields:
    - title
    - qanchors
    - category_path
    - category_name_text
    - brief
    - description
    - vendor
    shared_fields: null
    core_multilingual_fields:
    - title
    - qanchors
    - category_name_text
  text_query_strategy:
    base_minimum_should_match: 60%
    translation_minimum_should_match: 60%
    translation_boost: 0.75
    tie_breaker_base_query: 0.5
    best_fields_boost: 2.0
    best_fields:
      title: 4.0
      qanchors: 3.0
      category_name_text: 2.0
    phrase_fields:
      title: 5.0
      qanchors: 4.0
    phrase_match_boost: 3.0
  text_embedding_field: title_embedding
  image_embedding_field: image_embedding.vector
  source_fields:
  - spu_id
  - handle
  - title
  - brief
  - description
  - vendor
  - category_name
  - category_name_text
  - category_path
  - category_id
  - category_level
  - category1_name
  - category2_name
  - category3_name
  - tags
  - min_price
  - compare_at_price
  - image_url
  - sku_prices
  - sku_weights
  - sku_weight_units
  - total_inventory
  - option1_name
  - option1_values
  - option2_name
  - option2_values
  - option3_name
  - option3_values
  - specifications
  - skus
  knn_text_boost: 4
  knn_image_boost: 4
  knn_text_k: 160
  knn_text_num_candidates: 560
  knn_text_k_long: 400
  knn_text_num_candidates_long: 1200
  knn_image_k: 400
  knn_image_num_candidates: 1200
function_score:
  score_mode: sum
  boost_mode: multiply
  functions: []
coarse_rank:
  enabled: true
  input_window: 700
  output_window: 240
  fusion:
    text_bias: 0.1
    text_exponent: 0.35
    text_translation_weight: 1.0
    knn_text_weight: 1.0
    knn_image_weight: 1.0
    knn_tie_breaker: 0.1
    knn_bias: 0.6
    knn_exponent: 0.0
fine_rank:
  enabled: false
  input_window: 160
  output_window: 80
  timeout_sec: 10.0
  rerank_query_template: '{query}'
  rerank_doc_template: '{title}'
  service_profile: fine
rerank:
  enabled: true
  rerank_window: 160
  timeout_sec: 15.0
  weight_es: 0.4
  weight_ai: 0.6
  rerank_query_template: '{query}'
  rerank_doc_template: '{title}'
  service_profile: default
  fusion:
    rerank_bias: 1.0e-05
    rerank_exponent: 1.15
    fine_bias: 1.0e-05
    fine_exponent: 1.0
    text_bias: 0.1
    text_exponent: 0.25
    text_translation_weight: 0.8
    knn_text_weight: 1.0
    knn_image_weight: 1.0
    knn_tie_breaker: 0.1
    knn_bias: 0.6
    knn_exponent: 0.0
services:
  translation:
    service_url: http://127.0.0.1:6006
    default_model: nllb-200-distilled-600m
    default_scene: general
    timeout_sec: 10.0
    cache:
      ttl_seconds: 62208000
      sliding_expiration: true
      enable_model_quality_tier_cache: true
      model_quality_tiers:
        deepl: 30
        qwen-mt: 30
        llm: 30
        nllb-200-distilled-600m: 20
        opus-mt-zh-en: 10
        opus-mt-en-zh: 10
    capabilities:
      qwen-mt:
        enabled: true
        backend: qwen_mt
        model: qwen-mt-flash
        base_url: https://dashscope-us.aliyuncs.com/compatible-mode/v1
        timeout_sec: 10.0
        use_cache: true
      llm:
        enabled: true
        backend: llm
        model: qwen-flash
        base_url: https://dashscope-us.aliyuncs.com/compatible-mode/v1
        timeout_sec: 30.0
        use_cache: true
      deepl:
        enabled: true
        backend: deepl
        api_url: https://api.deepl.com/v2/translate
        timeout_sec: 10.0
        glossary_id: ''
        use_cache: true
      nllb-200-distilled-600m:
        enabled: true
        backend: local_nllb
        model_id: facebook/nllb-200-distilled-600M
        model_dir: ./models/translation/facebook/nllb-200-distilled-600M
        ct2_model_dir: ./models/translation/facebook/nllb-200-distilled-600M/ctranslate2-float16
        ct2_compute_type: float16
        ct2_conversion_quantization: float16
        ct2_auto_convert: true
        ct2_inter_threads: 4
        ct2_intra_threads: 0
        ct2_max_queued_batches: 32
        ct2_batch_type: examples
        ct2_decoding_length_mode: source
        ct2_decoding_length_extra: 8
        ct2_decoding_length_min: 32
        device: cuda
        torch_dtype: float16
        batch_size: 64
        max_input_length: 256
        max_new_tokens: 64
        num_beams: 1
        use_cache: true
      opus-mt-zh-en:
        enabled: false
        backend: local_marian
        model_id: Helsinki-NLP/opus-mt-zh-en
        model_dir: ./models/translation/Helsinki-NLP/opus-mt-zh-en
        ct2_model_dir: ./models/translation/Helsinki-NLP/opus-mt-zh-en/ctranslate2-float16
        ct2_compute_type: float16
        ct2_conversion_quantization: float16
        ct2_auto_convert: true
        ct2_inter_threads: 1
        ct2_intra_threads: 0
        ct2_max_queued_batches: 0
        ct2_batch_type: examples
        device: cuda
        torch_dtype: float16
        batch_size: 16
        max_input_length: 256
        max_new_tokens: 256
        num_beams: 1
        use_cache: true
      opus-mt-en-zh:
        enabled: false
        backend: local_marian
        model_id: Helsinki-NLP/opus-mt-en-zh
        model_dir: ./models/translation/Helsinki-NLP/opus-mt-en-zh
        ct2_model_dir: ./models/translation/Helsinki-NLP/opus-mt-en-zh/ctranslate2-float16
        ct2_compute_type: float16
        ct2_conversion_quantization: float16
        ct2_auto_convert: true
        ct2_inter_threads: 1
        ct2_intra_threads: 0
        ct2_max_queued_batches: 0
        ct2_batch_type: examples
        device: cuda
        torch_dtype: float16
        batch_size: 16
        max_input_length: 256
        max_new_tokens: 256
        num_beams: 1
        use_cache: true
  embedding:
    provider: http
    providers:
      http:
        text_base_url: http://127.0.0.1:6005
        image_base_url: http://127.0.0.1:6008
    backend: tei
    backends:
      tei:
        base_url: http://127.0.0.1:8080
        timeout_sec: 20
        model_id: Qwen/Qwen3-Embedding-0.6B
      local_st:
        model_id: Qwen/Qwen3-Embedding-0.6B
        device: cuda
        batch_size: 32
        normalize_embeddings: true
    image_backend: clip_as_service
    image_backends:
      clip_as_service:
        server: grpc://127.0.0.1:51000
        model_name: CN-CLIP/ViT-L-14
        batch_size: 8
        normalize_embeddings: true
      local_cnclip:
        model_name: ViT-L-14
        device: null
        batch_size: 8
        normalize_embeddings: true
  rerank:
    provider: http
    providers:
      http:
        instances:
          default:
            base_url: http://127.0.0.1:6007
            service_url: http://127.0.0.1:6007/rerank
          fine:
            base_url: http://127.0.0.1:6009
            service_url: http://127.0.0.1:6009/rerank
    request:
      max_docs: 1000
      normalize: true
    default_instance: default
    instances:
      default:
        host: 0.0.0.0
        port: 6007
        backend: qwen3_vllm_score
        runtime_dir: ./.runtime/reranker/default
      fine:
        host: 0.0.0.0
        port: 6009
        backend: bge
        runtime_dir: ./.runtime/reranker/fine
    backends:
      bge:
        model_name: BAAI/bge-reranker-v2-m3
        device: null
        use_fp16: true
        batch_size: 80
        max_length: 160
        cache_dir: ./model_cache
        enable_warmup: true
      jina_reranker_v3:
        model_name: jinaai/jina-reranker-v3
        device: null
        dtype: float16
        batch_size: 64
        max_doc_length: 160
        max_query_length: 64
        sort_by_doc_length: true
        cache_dir: ./model_cache
        trust_remote_code: true
      qwen3_vllm:
        model_name: Qwen/Qwen3-Reranker-0.6B
        engine: vllm
        max_model_len: 256
        tensor_parallel_size: 1
        gpu_memory_utilization: 0.2
        dtype: float16
        enable_prefix_caching: true
        enforce_eager: false
        infer_batch_size: 100
        sort_by_doc_length: true
        instruction_format: standard
        instruction: rank products by given query
      qwen3_vllm_score:
        model_name: Qwen/Qwen3-Reranker-0.6B
        use_original_qwen3_hf_overrides: true
        engine: vllm
        max_model_len: 172
        tensor_parallel_size: 1
        gpu_memory_utilization: 0.15
        dtype: float16
        enable_prefix_caching: true
        enforce_eager: false
        infer_batch_size: 80
        sort_by_doc_length: true
        instruction_format: standard
        instruction: Rank products by query with category & style match prioritized
      qwen3_transformers:
        model_name: Qwen/Qwen3-Reranker-0.6B
        instruction: rank products by given query
        max_length: 8192
        batch_size: 64
        use_fp16: true
        attn_implementation: sdpa
      qwen3_transformers_packed:
        model_name: Qwen/Qwen3-Reranker-0.6B
        instruction: Rank products by query with category & style match prioritized
        max_model_len: 256
        max_doc_len: 160
        max_docs_per_pack: 0
        use_fp16: true
        sort_by_doc_length: true
        attn_implementation: eager
      qwen3_gguf:
        repo_id: DevQuasar/Qwen.Qwen3-Reranker-4B-GGUF
        filename: '*Q8_0.gguf'
        cache_dir: ./model_cache
        local_dir: ./models/reranker/qwen3-reranker-4b-gguf
        instruction: Rank products by query with category & style match prioritized
        n_ctx: 512
        n_batch: 512
        n_ubatch: 512
        n_gpu_layers: 999
        main_gpu: 0
        n_threads: 2
        n_threads_batch: 4
        flash_attn: true
        offload_kqv: true
        use_mmap: true
        use_mlock: false
        infer_batch_size: 8
        sort_by_doc_length: true
        length_sort_mode: char
        enable_warmup: true
        verbose: false
      qwen3_gguf_06b:
        repo_id: ggml-org/Qwen3-Reranker-0.6B-Q8_0-GGUF
        filename: qwen3-reranker-0.6b-q8_0.gguf
        cache_dir: ./model_cache
        local_dir: ./models/reranker/qwen3-reranker-0.6b-q8_0-gguf
        instruction: Rank products by query with category & style match prioritized
        n_ctx: 256
        n_batch: 256
        n_ubatch: 256
        n_gpu_layers: 999
        main_gpu: 0
        n_threads: 2
        n_threads_batch: 4
        flash_attn: true
        offload_kqv: true
        use_mmap: true
        use_mlock: false
        infer_batch_size: 32
        sort_by_doc_length: true
        length_sort_mode: char
        reuse_query_state: false
        enable_warmup: true
        verbose: false
      dashscope_rerank:
        model_name: qwen3-rerank
        endpoint: https://dashscope.aliyuncs.com/compatible-api/v1/reranks
        api_key_env: RERANK_DASHSCOPE_API_KEY_CN
        timeout_sec: 10.0
        top_n_cap: 0
        batchsize: 64
        instruct: Given a shopping query, rank product titles by relevance
        max_retries: 2
        retry_backoff_sec: 0.2
spu_config:
  enabled: true
  spu_field: spu_id
  inner_hits_size: 10
  searchable_option_dimensions:
  - option1
  - option2
  - option3
tenant_config:
  default:
    primary_language: en
    index_languages:
    - en
    - zh
  tenants:
    '1':
      primary_language: zh
      index_languages:
      - zh
      - en
    '2':
      primary_language: en
      index_languages:
      - en
      - zh
    '3':
      primary_language: zh
      index_languages:
      - zh
      - en
    '162':
      primary_language: zh
      index_languages:
      - zh
      - en
    '170':
      primary_language: en
      index_languages:
      - en
      - zh