en_odqa_pop_infer_enwiki20180211.json

{
  "chainer": {
    "in": [
      "question_raw"
    ],
    "out": [
      "best_answer"
    ],
    "pipe": [
      {
        "config_path": "{CONFIGS_PATH}/doc_retrieval/en_ranker_pop_enwiki20180211.json",
        "in": [
          "question_raw"
        ],
        "out": [
          "pop_doc_ids"
        ]
      },
      {
        "class_name": "wiki_sqlite_vocab",
        "in": [
          "pop_doc_ids"
        ],
        "out": [
          "pop_doc_text"
        ],
        "join_docs": false,
        "shuffle": false,
        "load_path": "{DOWNLOADS_PATH}/odqa/enwiki.db"
      },
      {
        "class_name": "document_chunker",
        "in": ["pop_doc_text"],
        "out": ["chunks"],
        "tokens_limit": 4000,
        "flatten_result": true
      },
      {
        "class_name": "string_multiplier",
        "in": [
          "question_raw",
          "chunks"
        ],
        "out": [
          "questions"
        ]
      },
      {
        "class_name": "logit_ranker",
        "batch_size": 10,
        "squad_model": {
          "config_path": "{CONFIGS_PATH}/squad/multi_squad_noans_infer.json"
        },
        "sort_noans": true,
        "in": [
          "chunks",
          "questions"
        ],
        "out": [
          "best_answer",
          "best_answer_score"
        ]
      }
    ]
  },
  "train": {
    "batch_size": 10000,
    "evaluation_targets": [],
    "class_name": "fit_trainer"
  },
  "metadata": {
    "variables": {
      "ROOT_PATH": "~/.deeppavlov",
      "DOWNLOADS_PATH": "{ROOT_PATH}/downloads",
      "MODELS_PATH": "{ROOT_PATH}/models",
      "CONFIGS_PATH": "{DEEPPAVLOV_PATH}/configs"
    },
    "requirements": [
      "{DEEPPAVLOV_PATH}/requirements/tf.txt",
      "{DEEPPAVLOV_PATH}/requirements/spacy.txt",
      "{DEEPPAVLOV_PATH}/requirements/en_core_web_sm.txt"
    ],
    "labels": {
      "server_utils": "ODQA"
    },
    "download": [
    ]
  }
}