mirror of
https://github.com/BerriAI/litellm.git
synced 2025-04-26 03:04:13 +00:00
init guardrails on proxy
This commit is contained in:
Ishaan Jaff
parent
a2b6baab16
commit
129c2e0c4f
4 changed files with 302 additions and 250 deletions
217
litellm/proxy/common_utils/init_callbacks.py
Normal file
217
litellm/proxy/common_utils/init_callbacks.py
Normal file
|
|
@ -0,0 +1,217 @@
|
|||
from typing import Any, List, Optional, get_args
|
||||
|
||||
import litellm
|
||||
from litellm._logging import verbose_proxy_logger
|
||||
from litellm.proxy._types import CommonProxyErrors, LiteLLMPromptInjectionParams
|
||||
from litellm.proxy.utils import get_instance_fn
|
||||
|
||||
blue_color_code = "\033[94m"
|
||||
reset_color_code = "\033[0m"
|
||||
|
||||
|
||||
def initialize_callbacks_on_proxy(
|
||||
value: Any,
|
||||
premium_user: bool,
|
||||
config_file_path: str,
|
||||
litellm_settings: dict,
|
||||
):
|
||||
from litellm.proxy.proxy_server import prisma_client
|
||||
|
||||
verbose_proxy_logger.debug(
|
||||
f"{blue_color_code}initializing callbacks={value} on proxy{reset_color_code}"
|
||||
)
|
||||
if isinstance(value, list):
|
||||
imported_list: List[Any] = []
|
||||
known_compatible_callbacks = list(
|
||||
get_args(litellm._custom_logger_compatible_callbacks_literal)
|
||||
)
|
||||
|
||||
for callback in value: # ["presidio", <my-custom-callback>]
|
||||
if isinstance(callback, str) and callback in known_compatible_callbacks:
|
||||
imported_list.append(callback)
|
||||
elif isinstance(callback, str) and callback == "otel":
|
||||
from litellm.integrations.opentelemetry import OpenTelemetry
|
||||
|
||||
open_telemetry_logger = OpenTelemetry()
|
||||
|
||||
imported_list.append(open_telemetry_logger)
|
||||
elif isinstance(callback, str) and callback == "presidio":
|
||||
from litellm.proxy.hooks.presidio_pii_masking import (
|
||||
_OPTIONAL_PresidioPIIMasking,
|
||||
)
|
||||
|
||||
pii_masking_object = _OPTIONAL_PresidioPIIMasking()
|
||||
imported_list.append(pii_masking_object)
|
||||
elif isinstance(callback, str) and callback == "llamaguard_moderations":
|
||||
from enterprise.enterprise_hooks.llama_guard import (
|
||||
_ENTERPRISE_LlamaGuard,
|
||||
)
|
||||
|
||||
if premium_user != True:
|
||||
raise Exception(
|
||||
"Trying to use Llama Guard"
|
||||
+ CommonProxyErrors.not_premium_user.value
|
||||
)
|
||||
|
||||
llama_guard_object = _ENTERPRISE_LlamaGuard()
|
||||
imported_list.append(llama_guard_object)
|
||||
elif isinstance(callback, str) and callback == "hide_secrets":
|
||||
from enterprise.enterprise_hooks.secret_detection import (
|
||||
_ENTERPRISE_SecretDetection,
|
||||
)
|
||||
|
||||
if premium_user != True:
|
||||
raise Exception(
|
||||
"Trying to use secret hiding"
|
||||
+ CommonProxyErrors.not_premium_user.value
|
||||
)
|
||||
|
||||
_secret_detection_object = _ENTERPRISE_SecretDetection()
|
||||
imported_list.append(_secret_detection_object)
|
||||
elif isinstance(callback, str) and callback == "openai_moderations":
|
||||
from enterprise.enterprise_hooks.openai_moderation import (
|
||||
_ENTERPRISE_OpenAI_Moderation,
|
||||
)
|
||||
|
||||
if premium_user != True:
|
||||
raise Exception(
|
||||
"Trying to use OpenAI Moderations Check"
|
||||
+ CommonProxyErrors.not_premium_user.value
|
||||
)
|
||||
|
||||
openai_moderations_object = _ENTERPRISE_OpenAI_Moderation()
|
||||
imported_list.append(openai_moderations_object)
|
||||
elif isinstance(callback, str) and callback == "lakera_prompt_injection":
|
||||
from enterprise.enterprise_hooks.lakera_ai import (
|
||||
_ENTERPRISE_lakeraAI_Moderation,
|
||||
)
|
||||
|
||||
if premium_user != True:
|
||||
raise Exception(
|
||||
"Trying to use LakeraAI Prompt Injection"
|
||||
+ CommonProxyErrors.not_premium_user.value
|
||||
)
|
||||
|
||||
lakera_moderations_object = _ENTERPRISE_lakeraAI_Moderation()
|
||||
imported_list.append(lakera_moderations_object)
|
||||
elif isinstance(callback, str) and callback == "google_text_moderation":
|
||||
from enterprise.enterprise_hooks.google_text_moderation import (
|
||||
_ENTERPRISE_GoogleTextModeration,
|
||||
)
|
||||
|
||||
if premium_user != True:
|
||||
raise Exception(
|
||||
"Trying to use Google Text Moderation"
|
||||
+ CommonProxyErrors.not_premium_user.value
|
||||
)
|
||||
|
||||
google_text_moderation_obj = _ENTERPRISE_GoogleTextModeration()
|
||||
imported_list.append(google_text_moderation_obj)
|
||||
elif isinstance(callback, str) and callback == "llmguard_moderations":
|
||||
from enterprise.enterprise_hooks.llm_guard import _ENTERPRISE_LLMGuard
|
||||
|
||||
if premium_user != True:
|
||||
raise Exception(
|
||||
"Trying to use Llm Guard"
|
||||
+ CommonProxyErrors.not_premium_user.value
|
||||
)
|
||||
|
||||
llm_guard_moderation_obj = _ENTERPRISE_LLMGuard()
|
||||
imported_list.append(llm_guard_moderation_obj)
|
||||
elif isinstance(callback, str) and callback == "blocked_user_check":
|
||||
from enterprise.enterprise_hooks.blocked_user_list import (
|
||||
_ENTERPRISE_BlockedUserList,
|
||||
)
|
||||
|
||||
if premium_user != True:
|
||||
raise Exception(
|
||||
"Trying to use ENTERPRISE BlockedUser"
|
||||
+ CommonProxyErrors.not_premium_user.value
|
||||
)
|
||||
|
||||
blocked_user_list = _ENTERPRISE_BlockedUserList(
|
||||
prisma_client=prisma_client
|
||||
)
|
||||
imported_list.append(blocked_user_list)
|
||||
elif isinstance(callback, str) and callback == "banned_keywords":
|
||||
from enterprise.enterprise_hooks.banned_keywords import (
|
||||
_ENTERPRISE_BannedKeywords,
|
||||
)
|
||||
|
||||
if premium_user != True:
|
||||
raise Exception(
|
||||
"Trying to use ENTERPRISE BannedKeyword"
|
||||
+ CommonProxyErrors.not_premium_user.value
|
||||
)
|
||||
|
||||
banned_keywords_obj = _ENTERPRISE_BannedKeywords()
|
||||
imported_list.append(banned_keywords_obj)
|
||||
elif isinstance(callback, str) and callback == "detect_prompt_injection":
|
||||
from litellm.proxy.hooks.prompt_injection_detection import (
|
||||
_OPTIONAL_PromptInjectionDetection,
|
||||
)
|
||||
|
||||
prompt_injection_params = None
|
||||
if "prompt_injection_params" in litellm_settings:
|
||||
prompt_injection_params_in_config = litellm_settings[
|
||||
"prompt_injection_params"
|
||||
]
|
||||
prompt_injection_params = LiteLLMPromptInjectionParams(
|
||||
**prompt_injection_params_in_config
|
||||
)
|
||||
|
||||
prompt_injection_detection_obj = _OPTIONAL_PromptInjectionDetection(
|
||||
prompt_injection_params=prompt_injection_params,
|
||||
)
|
||||
imported_list.append(prompt_injection_detection_obj)
|
||||
elif isinstance(callback, str) and callback == "batch_redis_requests":
|
||||
from litellm.proxy.hooks.batch_redis_get import (
|
||||
_PROXY_BatchRedisRequests,
|
||||
)
|
||||
|
||||
batch_redis_obj = _PROXY_BatchRedisRequests()
|
||||
imported_list.append(batch_redis_obj)
|
||||
elif isinstance(callback, str) and callback == "azure_content_safety":
|
||||
from litellm.proxy.hooks.azure_content_safety import (
|
||||
_PROXY_AzureContentSafety,
|
||||
)
|
||||
|
||||
azure_content_safety_params = litellm_settings[
|
||||
"azure_content_safety_params"
|
||||
]
|
||||
for k, v in azure_content_safety_params.items():
|
||||
if (
|
||||
v is not None
|
||||
and isinstance(v, str)
|
||||
and v.startswith("os.environ/")
|
||||
):
|
||||
azure_content_safety_params[k] = litellm.get_secret(v)
|
||||
|
||||
azure_content_safety_obj = _PROXY_AzureContentSafety(
|
||||
**azure_content_safety_params,
|
||||
)
|
||||
imported_list.append(azure_content_safety_obj)
|
||||
else:
|
||||
verbose_proxy_logger.debug(
|
||||
f"{blue_color_code} attempting to import custom calback={callback} {reset_color_code}"
|
||||
)
|
||||
imported_list.append(
|
||||
get_instance_fn(
|
||||
value=callback,
|
||||
config_file_path=config_file_path,
|
||||
)
|
||||
)
|
||||
if isinstance(litellm.callbacks, list):
|
||||
litellm.callbacks.extend(imported_list)
|
||||
else:
|
||||
litellm.callbacks = imported_list # type: ignore
|
||||
else:
|
||||
litellm.callbacks = [
|
||||
get_instance_fn(
|
||||
value=value,
|
||||
config_file_path=config_file_path,
|
||||
)
|
||||
]
|
||||
verbose_proxy_logger.debug(
|
||||
f"{blue_color_code} Initialized Callbacks - {litellm.callbacks} {reset_color_code}"
|
||||
)
|
||||
Loading…
Add table
Add a link
Reference in a new issue