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Virtual key based policies in Aim Guardrails (#9499)
* report key alias to aim * send litellm version to aim * Update docs * blacken * add docs * Add info part about virtual keys specific guards * sort guardrails alphabetically * fix ruff
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6 changed files with 78 additions and 29 deletions
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@ -14,6 +14,7 @@ from pydantic import BaseModel
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from websockets.asyncio.client import ClientConnection, connect
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from litellm import DualCache
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from litellm._version import version as litellm_version
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from litellm._logging import verbose_proxy_logger
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from litellm.integrations.custom_guardrail import CustomGuardrail
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from litellm.llms.custom_httpx.http_handler import (
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@ -75,7 +76,9 @@ class AimGuardrail(CustomGuardrail):
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) -> Union[Exception, str, dict, None]:
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verbose_proxy_logger.debug("Inside AIM Pre-Call Hook")
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await self.call_aim_guardrail(data, hook="pre_call")
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await self.call_aim_guardrail(
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data, hook="pre_call", key_alias=user_api_key_dict.key_alias
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)
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return data
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async def async_moderation_hook(
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@ -93,15 +96,18 @@ class AimGuardrail(CustomGuardrail):
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) -> Union[Exception, str, dict, None]:
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verbose_proxy_logger.debug("Inside AIM Moderation Hook")
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await self.call_aim_guardrail(data, hook="moderation")
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await self.call_aim_guardrail(
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data, hook="moderation", key_alias=user_api_key_dict.key_alias
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)
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return data
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async def call_aim_guardrail(self, data: dict, hook: str) -> None:
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async def call_aim_guardrail(
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self, data: dict, hook: str, key_alias: Optional[str]
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) -> None:
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user_email = data.get("metadata", {}).get("headers", {}).get("x-aim-user-email")
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headers = {
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"Authorization": f"Bearer {self.api_key}",
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"x-aim-litellm-hook": hook,
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} | ({"x-aim-user-email": user_email} if user_email else {})
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headers = self._build_aim_headers(
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hook=hook, key_alias=key_alias, user_email=user_email
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)
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response = await self.async_handler.post(
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f"{self.api_base}/detect/openai",
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headers=headers,
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@ -120,18 +126,16 @@ class AimGuardrail(CustomGuardrail):
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raise HTTPException(status_code=400, detail=res["detection_message"])
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async def call_aim_guardrail_on_output(
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self, request_data: dict, output: str, hook: str
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self, request_data: dict, output: str, hook: str, key_alias: Optional[str]
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) -> Optional[str]:
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user_email = (
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request_data.get("metadata", {}).get("headers", {}).get("x-aim-user-email")
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)
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headers = {
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"Authorization": f"Bearer {self.api_key}",
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"x-aim-litellm-hook": hook,
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} | ({"x-aim-user-email": user_email} if user_email else {})
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response = await self.async_handler.post(
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f"{self.api_base}/detect/output",
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headers=headers,
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headers=self._build_aim_headers(
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hook=hook, key_alias=key_alias, user_email=user_email
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),
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json={"output": output, "messages": request_data.get("messages", [])},
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)
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response.raise_for_status()
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@ -147,6 +151,32 @@ class AimGuardrail(CustomGuardrail):
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return res["detection_message"]
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return None
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def _build_aim_headers(
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self, *, hook: str, key_alias: Optional[str], user_email: Optional[str]
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):
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"""
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A helper function to build the http headers that are required by AIM guardrails.
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"""
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return (
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{
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"Authorization": f"Bearer {self.api_key}",
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# Used by Aim to apply only the guardrails that should be applied in a specific request phase.
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"x-aim-litellm-hook": hook,
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# Used by Aim to track LiteLLM version and provide backward compatibility.
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"x-aim-litellm-version": litellm_version,
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}
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# Used by Aim to track guardrails violations by user.
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| ({"x-aim-user-email": user_email} if user_email else {})
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| (
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{
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# Used by Aim apply only the guardrails that are associated with the key alias.
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"x-aim-litellm-key-alias": key_alias,
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}
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if key_alias
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else {}
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)
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)
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async def async_post_call_success_hook(
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self,
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data: dict,
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@ -160,7 +190,7 @@ class AimGuardrail(CustomGuardrail):
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):
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content = response.choices[0].message.content or ""
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detection = await self.call_aim_guardrail_on_output(
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data, content, hook="output"
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data, content, hook="output", key_alias=user_api_key_dict.key_alias
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)
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if detection:
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raise HTTPException(status_code=400, detail=detection)
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@ -174,11 +204,13 @@ class AimGuardrail(CustomGuardrail):
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user_email = (
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request_data.get("metadata", {}).get("headers", {}).get("x-aim-user-email")
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)
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headers = {
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"Authorization": f"Bearer {self.api_key}",
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} | ({"x-aim-user-email": user_email} if user_email else {})
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async with connect(
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f"{self.ws_api_base}/detect/output/ws", additional_headers=headers
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f"{self.ws_api_base}/detect/output/ws",
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additional_headers=self._build_aim_headers(
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hook="output",
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key_alias=user_api_key_dict.key_alias,
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user_email=user_email,
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),
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) as websocket:
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sender = asyncio.create_task(
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self.forward_the_stream_to_aim(websocket, response)
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