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65 lines
2.3 KiB
Python
65 lines
2.3 KiB
Python
import traceback
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from typing import Dict, List
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from pydantic import BaseModel, RootModel
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import litellm
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from litellm._logging import verbose_proxy_logger
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from litellm.proxy.common_utils.init_callbacks import initialize_callbacks_on_proxy
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from litellm.types.guardrails import GuardrailItem
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all_guardrails: List[GuardrailItem] = []
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guardrail_name_config_map: Dict[str, GuardrailItem] = {}
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def initialize_guardrails(
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guardrails_config: list,
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premium_user: bool,
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config_file_path: str,
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litellm_settings: dict,
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) -> Dict[str, GuardrailItem]:
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try:
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verbose_proxy_logger.debug(f"validating guardrails passed {guardrails_config}")
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global all_guardrails
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for item in guardrails_config:
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"""
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one item looks like this:
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{'prompt_injection': {'callbacks': ['lakera_prompt_injection', 'prompt_injection_api_2'], 'default_on': True}}
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"""
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for k, v in item.items():
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guardrail_item = GuardrailItem(**v, guardrail_name=k)
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all_guardrails.append(guardrail_item)
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guardrail_name_config_map[k] = guardrail_item
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# set appropriate callbacks if they are default on
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default_on_callbacks = set()
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for guardrail in all_guardrails:
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verbose_proxy_logger.debug(guardrail.guardrail_name)
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verbose_proxy_logger.debug(guardrail.default_on)
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if guardrail.default_on is True:
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# add these to litellm callbacks if they don't exist
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for callback in guardrail.callbacks:
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if callback not in litellm.callbacks:
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default_on_callbacks.add(callback)
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default_on_callbacks_list = list(default_on_callbacks)
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if len(default_on_callbacks_list) > 0:
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initialize_callbacks_on_proxy(
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value=default_on_callbacks_list,
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premium_user=premium_user,
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config_file_path=config_file_path,
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litellm_settings=litellm_settings,
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)
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return guardrail_name_config_map
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except Exception as e:
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verbose_proxy_logger.error(
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"error initializing guardrails {}\n{}".format(
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str(e), traceback.format_exc()
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)
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)
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raise e
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