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feat: add api-based extension & external data tool & moderation backend (#1403)
Co-authored-by: takatost <takatost@gmail.com>
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api/core/moderation/keywords/__builtin__
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api/core/moderation/keywords/__builtin__
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api/core/moderation/keywords/__init__.py
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api/core/moderation/keywords/__init__.py
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api/core/moderation/keywords/keywords.py
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api/core/moderation/keywords/keywords.py
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from core.moderation.base import Moderation, ModerationInputsResult, ModerationOutputsResult, ModerationAction
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class KeywordsModeration(Moderation):
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name: str = "keywords"
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@classmethod
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def validate_config(cls, tenant_id: str, config: dict) -> None:
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"""
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Validate the incoming form config data.
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:param tenant_id: the id of workspace
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:param config: the form config data
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:return:
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"""
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cls._validate_inputs_and_outputs_config(config, True)
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if not config.get("keywords"):
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raise ValueError("keywords is required")
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if len(config.get("keywords")) > 1000:
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raise ValueError("keywords length must be less than 1000")
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def moderation_for_inputs(self, inputs: dict, query: str = "") -> ModerationInputsResult:
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flagged = False
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preset_response = ""
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if self.config['inputs_config']['enabled']:
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preset_response = self.config['inputs_config']['preset_response']
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if query:
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inputs['query__'] = query
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keywords_list = self.config['keywords'].split('\n')
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flagged = self._is_violated(inputs, keywords_list)
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return ModerationInputsResult(flagged=flagged, action=ModerationAction.DIRECT_OUTPUT, preset_response=preset_response)
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def moderation_for_outputs(self, text: str) -> ModerationOutputsResult:
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flagged = False
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preset_response = ""
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if self.config['outputs_config']['enabled']:
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keywords_list = self.config['keywords'].split('\n')
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flagged = self._is_violated({'text': text}, keywords_list)
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preset_response = self.config['outputs_config']['preset_response']
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return ModerationOutputsResult(flagged=flagged, action=ModerationAction.DIRECT_OUTPUT, preset_response=preset_response)
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def _is_violated(self, inputs: dict, keywords_list: list) -> bool:
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for value in inputs.values():
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if self._check_keywords_in_value(keywords_list, value):
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return True
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return False
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def _check_keywords_in_value(self, keywords_list, value):
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for keyword in keywords_list:
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if keyword.lower() in value.lower():
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return True
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return False
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