tfidf_retrieve.json

{
  "dataset_reader": {
    "class_name": "amazon_ecommerce_reader",
    "data_path": "{DOWNLOADS_PATH}/amazon_ecommerce",
    "catalog": [
      "Phones",
      "Home",
      "Automotive",
      "Electronics",
      "Movies",
      "Books"
    ]
  },
  "dataset_iterator": {
    "class_name": "data_learning_iterator"
  },
  "chainer": {
    "in": [
      "query",
      "history",
      "state"
    ],
    "out": [
      "response",
      "confidence",
      "state"
    ],
    "pipe": [
      {
        "class_name": "stream_spacy_tokenizer",
        "in": "query",
        "id": "my_tokenizer",
        "lemmas": true,
        "alphas_only": false,
        "out": "q_token_lemmas"
      },
      {
        "ref": "my_tokenizer",
        "in": "q_token_lemmas",
        "out": "q_lem"
      },
      {
        "in": [
          "q_lem"
        ],
        "out": [
          "q_vect"
        ],
        "fit_on": [
          "q_lem"
        ],
        "id": "tfidf_vec",
        "class_name": "sklearn_component",
        "save_path": "{MODELS_PATH}/ecommerce_skill/tfidf_vectorizer_ecommerce.pkl",
        "load_path": "{MODELS_PATH}/ecommerce_skill/tfidf_vectorizer_ecommerce.pkl",
        "model_class": "sklearn.feature_extraction.text:TfidfVectorizer",
        "infer_method": "transform",
        "analyzer": "word",
        "use_idf": true
      },
      {
        "class_name": "ecommerce_skill_tfidf",
        "in": [
          "q_vect",
          "history",
          "state"
        ],
        "fit_on": [
          "y",
          "q_vect"
        ],
        "min_similarity": 0.5,
        "min_entropy": 0.5,
        "entropy_fields": [
          "Size",
          "Brand",
          "Author",
          "Color",
          "Genre"
        ],
        "save_path": "{MODELS_PATH}/ecommerce_skill/ecommerce_tfidf_model.pkl",
        "load_path": "{MODELS_PATH}/ecommerce_skill/ecommerce_tfidf_model.pkl",
        "out": [
          "response",
          "confidence",
          "state"
        ]
      }
    ]
  },
  "train": {
    "validate_best": false,
    "test_best": false
  },
  "metadata": {
    "variables": {
      "ROOT_PATH": "~/.deeppavlov",
      "DOWNLOADS_PATH": "{ROOT_PATH}/downloads",
      "MODELS_PATH": "{ROOT_PATH}/models"
    },
    "labels": {
      "telegram_utils": "EcommerceSkill",
      "server_utils": "EcommerceSkill"
    },
    "requirements": [
      "{DEEPPAVLOV_PATH}/requirements/spacy.txt",
      "{DEEPPAVLOV_PATH}/requirements/en_core_web_sm.txt"
    ],
    "download": [
      {
        "url": "http://files.deeppavlov.ai/ecommerce_skill/ecommerce_tfidf_model.pkl",
        "subdir": "{MODELS_PATH}/ecommerce_skill"
      },
      {
        "url": "http://files.deeppavlov.ai/ecommerce_skill/tfidf_vectorizer_ecommerce.pkl",
        "subdir": "{MODELS_PATH}/ecommerce_skill"
      }
    ]
  }
}