dify/api/core/moderation/keywords/keywords.py

from core.moderation.base import Moderation, ModerationAction, ModerationInputsResult, ModerationOutputsResult


class KeywordsModeration(Moderation):
    name: str = "keywords"

    @classmethod
    def validate_config(cls, tenant_id: str, config: dict) -> None:
        """
        Validate the incoming form config data.

        :param tenant_id: the id of workspace
        :param config: the form config data
        :return:
        """
        cls._validate_inputs_and_outputs_config(config, True)

        if not config.get("keywords"):
            raise ValueError("keywords is required")

        if len(config.get("keywords")) > 1000:
            raise ValueError("keywords length must be less than 1000")

    def moderation_for_inputs(self, inputs: dict, query: str = "") -> ModerationInputsResult:
        flagged = False
        preset_response = ""

        if self.config['inputs_config']['enabled']:
            preset_response = self.config['inputs_config']['preset_response']

            if query:
                inputs['query__'] = query
            keywords_list = self.config['keywords'].split('\n')
            flagged = self._is_violated(inputs, keywords_list)

        return ModerationInputsResult(flagged=flagged, action=ModerationAction.DIRECT_OUTPUT, preset_response=preset_response)

    def moderation_for_outputs(self, text: str) -> ModerationOutputsResult:
        flagged = False
        preset_response = ""

        if self.config['outputs_config']['enabled']:
            keywords_list = self.config['keywords'].split('\n')
            flagged = self._is_violated({'text': text}, keywords_list)
            preset_response = self.config['outputs_config']['preset_response']

        return ModerationOutputsResult(flagged=flagged, action=ModerationAction.DIRECT_OUTPUT, preset_response=preset_response)

    def _is_violated(self, inputs: dict, keywords_list: list) -> bool:
        for value in inputs.values():
            if self._check_keywords_in_value(keywords_list, value):
                return True

        return False

    def _check_keywords_in_value(self, keywords_list, value):
        for keyword in keywords_list:
            if keyword.lower() in value.lower():
                return True
        return False