From 62753eea690b95dfd66b96cd50496f191b7fae3d Mon Sep 17 00:00:00 2001 From: Ishaan Jaff Date: Fri, 27 Dec 2024 15:01:56 -0800 Subject: [PATCH] =?UTF-8?q?=E2=9C=A8=20(Feat)=20Log=20Guardrails=20run,=20?= =?UTF-8?q?guardrail=20response=20on=20logging=20integrations=20=20(#7445)?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit * add guardrail_information to SLP * use standard_logging_guardrail_information * track StandardLoggingGuardrailInformation * use log_guardrail_information * use log_guardrail_information * docs guardrails * docs guardrails * update quick start * fix presidio logging for sync functions * update Guardrail type * enforce add_standard_logging_guardrail_information_to_request_data * update gd docs --- .../docs/proxy/guardrails/quick_start.md | 88 +++++++++++---- docs/my-website/img/gd_fail.png | Bin 0 -> 389072 bytes docs/my-website/img/gd_success.png | Bin 0 -> 234615 bytes litellm/integrations/custom_guardrail.py | 101 +++++++++++++++++- litellm/litellm_core_utils/litellm_logging.py | 3 + .../guardrails/guardrail_hooks/aporia_ai.py | 7 +- .../guardrail_hooks/bedrock_guardrails.py | 7 +- .../guardrail_hooks/custom_guardrail.py | 8 +- .../guardrail_hooks/guardrails_ai.py | 6 +- .../guardrails/guardrail_hooks/lakera_ai.py | 7 +- .../guardrails/guardrail_hooks/presidio.py | 9 +- litellm/proxy/proxy_config.yaml | 4 +- litellm/types/guardrails.py | 3 +- litellm/types/utils.py | 9 ++ 14 files changed, 223 insertions(+), 29 deletions(-) create mode 100644 docs/my-website/img/gd_fail.png create mode 100644 docs/my-website/img/gd_success.png diff --git a/docs/my-website/docs/proxy/guardrails/quick_start.md b/docs/my-website/docs/proxy/guardrails/quick_start.md index 29f8a7b551cd..a229e9eb57ad 100644 --- a/docs/my-website/docs/proxy/guardrails/quick_start.md +++ b/docs/my-website/docs/proxy/guardrails/quick_start.md @@ -112,14 +112,49 @@ curl -i http://localhost:4000/v1/chat/completions \ +## **Using Guardrails client side** + + +### ✨ View available guardrails (/guardrails/list) + +Show available guardrails on the proxy server. This makes it easier for developers to know what guardrails are available / can be used. + +```shell +curl -X GET 'http://0.0.0.0:4000/guardrails/list' +``` + +Expected response + +```json +{ + "guardrails": [ + { + "guardrail_name": "bedrock-pre-guard", + "guardrail_info": { + "params": [ + { + "name": "toxicity_score", + "type": "float", + "description": "Score between 0-1 indicating content toxicity level" + }, + { + "name": "pii_detection", + "type": "boolean" + } + ] + } + } + ] +} +``` + -## Advanced ### ✨ Pass additional parameters to guardrail :::info -✨ This is an Enterprise only feature [Contact us to get a free trial](https://calendly.com/d/4mp-gd3-k5k/litellm-1-1-onboarding-chat) +✨ This is an Enterprise only feature [Get a free trial](https://www.litellm.ai/#trial) ::: @@ -196,11 +231,40 @@ curl --location 'http://0.0.0.0:4000/chat/completions' \ +## **Proxy Admin Controls** + +### ✨ Monitoring Guardrails + +Monitor which guardrails were executed and whether they passed or failed. e.g. guardrail going rogue and failing requests we don't intend to fail + +:::info + +✨ This is an Enterprise only feature [Get a free trial](https://www.litellm.ai/#trial) + +::: + +### Setup + +1. Connect LiteLLM to a [supported logging provider](../logging) +2. Make a request with a `guardrails` parameter +3. Check your logging provider for the guardrail trace + +#### Traced Guardrail Success + + + +#### Traced Guardrail Failure + + + + + + ### ✨ Control Guardrails per Project (API Key) :::info -✨ This is an Enterprise only feature [Contact us to get a free trial](https://calendly.com/d/4mp-gd3-k5k/litellm-1-1-onboarding-chat) +✨ This is an Enterprise only feature [Get a free trial](https://www.litellm.ai/#trial) ::: @@ -262,7 +326,7 @@ curl --location 'http://0.0.0.0:4000/chat/completions' \ :::info -✨ This is an Enterprise only feature [Contact us to get a free trial](https://calendly.com/d/4mp-gd3-k5k/litellm-1-1-onboarding-chat) +✨ This is an Enterprise only feature [Get a free trial](https://www.litellm.ai/#trial) ::: @@ -320,22 +384,6 @@ The `pii_masking` guardrail ran on this request because api key=sk-jNm1Zar7XfNdZ -### ✨ List guardrails - -Show available guardrails on the proxy server. This makes it easier for developers to know what guardrails are available / can be used. - -```shell -curl -X GET 'http://0.0.0.0:4000/guardrails/list' -``` - -Expected response - -```json -{ - "guardrails": ["aporia-pre-guard", "aporia-post-guard"] -} -``` - ## Spec: `guardrails` Parameter The `guardrails` parameter can be passed to any LiteLLM Proxy endpoint (`/chat/completions`, `/completions`, `/embeddings`). diff --git a/docs/my-website/img/gd_fail.png b/docs/my-website/img/gd_fail.png new file mode 100644 index 0000000000000000000000000000000000000000..2766e57a80b1fcdb5bc704beef1a95cf8ce24640 GIT binary patch literal 389072 zcmeEui9giq+rO<)3aOAaPMck}EQ5}svXw~IQ9_n6_F*hzDOxNkjCCl>gqZBRA))NM z7>sRfV@!;}7{+fp=RD8%Jm1qf|G@9)bGoC2>dh9vq_oEoy(m#E^jjdY*wH^a%sQ zF1;vpiGjgaj)7stj)6ffnSp`VBfa*H2K~hohx<1j4GkG2=+A5nhZs*VFw>tH>HioQ z&oKPxjsC=Ni&5ZzpG_Dq{!xdCfg#G7f#r`nmh{gbKd@NDF-vK-nK}WaVY#WPjGo!Qc6Bn*Dh5d$Zrx_4{xdKRQ#hFmdn(yZQc@ 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