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feat: Add moderations create api (#3020)
# What does this PR do? This PR adds Open AI Compatible moderations api. Currently only implementing for llama guard safety provider Image support, expand to other safety providers and Deprecation of run_shield will be next steps. ## Test Plan Added 2 new tests for safe/ unsafe text prompt examples for the new open ai compatible moderations api usage `SAFETY_MODEL=llama-guard3:8b LLAMA_STACK_CONFIG=starter uv run pytest -v tests/integration/safety/test_safety.py --text-model=llama3.2:3b-instruct-fp16 --embedding-model=all-MiniLM-L6-v2 --safety-shield=ollama` (Had some issue with previous PR https://github.com/meta-llama/llama-stack/pull/2994 while updating and accidentally close it , reopened new one )
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slekkala1
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6 changed files with 622 additions and 1 deletions
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docs/_static/llama-stack-spec.html
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docs/_static/llama-stack-spec.html
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@ -4734,6 +4734,49 @@
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}
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}
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},
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"/v1/openai/v1/moderations": {
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"post": {
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"responses": {
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"200": {
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"description": "A moderation object.",
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"content": {
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"application/json": {
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"schema": {
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"$ref": "#/components/schemas/ModerationObject"
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}
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}
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}
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},
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"400": {
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"$ref": "#/components/responses/BadRequest400"
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},
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"429": {
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"$ref": "#/components/responses/TooManyRequests429"
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},
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"500": {
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"$ref": "#/components/responses/InternalServerError500"
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},
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"default": {
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"$ref": "#/components/responses/DefaultError"
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}
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},
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"tags": [
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"Safety"
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],
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"description": "Classifies if text and/or image inputs are potentially harmful.",
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"parameters": [],
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"requestBody": {
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"content": {
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"application/json": {
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"schema": {
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"$ref": "#/components/schemas/RunModerationRequest"
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}
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}
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},
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"required": true
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}
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}
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},
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"/v1/safety/run-shield": {
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"post": {
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"responses": {
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@ -16401,6 +16444,131 @@
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],
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"title": "RunEvalRequest"
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},
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"RunModerationRequest": {
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"type": "object",
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"properties": {
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"input": {
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"oneOf": [
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{
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"type": "string"
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},
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{
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"type": "array",
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"items": {
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"type": "string"
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}
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}
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],
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"description": "Input (or inputs) to classify. Can be a single string, an array of strings, or an array of multi-modal input objects similar to other models."
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},
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"model": {
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"type": "string",
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"description": "The content moderation model you would like to use."
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}
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},
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"additionalProperties": false,
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"required": [
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"input",
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"model"
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],
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"title": "RunModerationRequest"
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},
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"ModerationObject": {
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"type": "object",
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"properties": {
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"id": {
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"type": "string",
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"description": "The unique identifier for the moderation request."
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},
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"model": {
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"type": "string",
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"description": "The model used to generate the moderation results."
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},
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"results": {
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"type": "array",
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"items": {
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"$ref": "#/components/schemas/ModerationObjectResults"
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},
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"description": "A list of moderation objects"
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}
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},
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"additionalProperties": false,
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"required": [
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"id",
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"model",
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"results"
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],
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"title": "ModerationObject",
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"description": "A moderation object."
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},
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"ModerationObjectResults": {
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"type": "object",
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"properties": {
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"flagged": {
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"type": "boolean",
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"description": "Whether any of the below categories are flagged."
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},
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"categories": {
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"type": "object",
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"additionalProperties": {
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"type": "boolean"
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},
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"description": "A list of the categories, and whether they are flagged or not."
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},
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"category_applied_input_types": {
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"type": "object",
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"additionalProperties": {
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"type": "array",
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"items": {
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"type": "string"
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}
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},
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"description": "A list of the categories along with the input type(s) that the score applies to."
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},
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"category_scores": {
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"type": "object",
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"additionalProperties": {
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"type": "number"
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},
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"description": "A list of the categories along with their scores as predicted by model. Required set of categories that need to be in response - violence - violence/graphic - harassment - harassment/threatening - hate - hate/threatening - illicit - illicit/violent - sexual - sexual/minors - self-harm - self-harm/intent - self-harm/instructions"
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},
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"user_message": {
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"type": "string"
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},
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"metadata": {
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"type": "object",
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"additionalProperties": {
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"oneOf": [
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{
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"type": "null"
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},
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{
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"type": "boolean"
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},
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{
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"type": "number"
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},
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{
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"type": "string"
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},
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{
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"type": "array"
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},
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{
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"type": "object"
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}
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]
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}
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}
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},
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"additionalProperties": false,
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"required": [
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"flagged",
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"metadata"
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],
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"title": "ModerationObjectResults",
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"description": "A moderation object."
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},
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"RunShieldRequest": {
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"type": "object",
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"properties": {
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