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fix(proxy_server.py): re-add moderations endpoint
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1 changed files with 121 additions and 0 deletions
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@ -3998,6 +3998,127 @@ async def embeddings( # noqa: PLR0915
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)
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@router.post(
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"/v1/moderations",
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dependencies=[Depends(user_api_key_auth)],
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response_class=ORJSONResponse,
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tags=["moderations"],
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)
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@router.post(
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"/moderations",
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dependencies=[Depends(user_api_key_auth)],
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response_class=ORJSONResponse,
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tags=["moderations"],
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)
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async def moderations(
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request: Request,
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fastapi_response: Response,
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user_api_key_dict: UserAPIKeyAuth = Depends(user_api_key_auth),
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):
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"""
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The moderations endpoint is a tool you can use to check whether content complies with an LLM Providers policies.
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Quick Start
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```
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curl --location 'http://0.0.0.0:4000/moderations' \
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--header 'Content-Type: application/json' \
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--header 'Authorization: Bearer sk-1234' \
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--data '{"input": "Sample text goes here", "model": "text-moderation-stable"}'
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```
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"""
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global proxy_logging_obj
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data: Dict = {}
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try:
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# Use orjson to parse JSON data, orjson speeds up requests significantly
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body = await request.body()
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data = orjson.loads(body)
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# Include original request and headers in the data
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data = await add_litellm_data_to_request(
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data=data,
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request=request,
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general_settings=general_settings,
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user_api_key_dict=user_api_key_dict,
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version=version,
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proxy_config=proxy_config,
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)
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data["model"] = (
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general_settings.get("moderation_model", None) # server default
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or user_model # model name passed via cli args
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or data.get("model") # default passed in http request
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)
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if user_model:
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data["model"] = user_model
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### CALL HOOKS ### - modify incoming data / reject request before calling the model
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data = await proxy_logging_obj.pre_call_hook(
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user_api_key_dict=user_api_key_dict, data=data, call_type="moderation"
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)
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time.time()
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## ROUTE TO CORRECT ENDPOINT ##
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llm_call = await route_request(
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data=data,
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route_type="amoderation",
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llm_router=llm_router,
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user_model=user_model,
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)
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response = await llm_call
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### ALERTING ###
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asyncio.create_task(
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proxy_logging_obj.update_request_status(
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litellm_call_id=data.get("litellm_call_id", ""), status="success"
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)
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)
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### RESPONSE HEADERS ###
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hidden_params = getattr(response, "_hidden_params", {}) or {}
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model_id = hidden_params.get("model_id", None) or ""
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cache_key = hidden_params.get("cache_key", None) or ""
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api_base = hidden_params.get("api_base", None) or ""
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fastapi_response.headers.update(
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ProxyBaseLLMRequestProcessing.get_custom_headers(
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user_api_key_dict=user_api_key_dict,
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model_id=model_id,
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cache_key=cache_key,
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api_base=api_base,
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version=version,
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model_region=getattr(user_api_key_dict, "allowed_model_region", ""),
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request_data=data,
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hidden_params=hidden_params,
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)
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)
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return response
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except Exception as e:
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await proxy_logging_obj.post_call_failure_hook(
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user_api_key_dict=user_api_key_dict, original_exception=e, request_data=data
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)
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verbose_proxy_logger.exception(
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"litellm.proxy.proxy_server.moderations(): Exception occured - {}".format(
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str(e)
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)
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)
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if isinstance(e, HTTPException):
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raise ProxyException(
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message=getattr(e, "message", str(e)),
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type=getattr(e, "type", "None"),
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param=getattr(e, "param", "None"),
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code=getattr(e, "status_code", status.HTTP_400_BAD_REQUEST),
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)
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else:
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error_msg = f"{str(e)}"
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raise ProxyException(
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message=getattr(e, "message", error_msg),
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type=getattr(e, "type", "None"),
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param=getattr(e, "param", "None"),
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code=getattr(e, "status_code", 500),
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)
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@router.post(
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"/v1/audio/speech",
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dependencies=[Depends(user_api_key_auth)],
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