forked from phoenix-oss/llama-stack-mirror
feat: OpenAI Responses API (#1989)
# What does this PR do? This provides an initial [OpenAI Responses API](https://platform.openai.com/docs/api-reference/responses) implementation. The API is not yet complete, and this is more a proof-of-concept to show how we can store responses in our key-value stores and use them to support the Responses API concepts like `previous_response_id`. ## Test Plan I've added a new `tests/integration/openai_responses/test_openai_responses.py` as part of a test-driven development for this new API. I'm only testing this locally with the remote-vllm provider for now, but it should work with any of our inference providers since the only API it requires out of the inference provider is the `openai_chat_completion` endpoint. ``` VLLM_URL="http://localhost:8000/v1" \ INFERENCE_MODEL="meta-llama/Llama-3.2-3B-Instruct" \ llama stack build --template remote-vllm --image-type venv --run ``` ``` LLAMA_STACK_CONFIG="http://localhost:8321" \ python -m pytest -v \ tests/integration/openai_responses/test_openai_responses.py \ --text-model "meta-llama/Llama-3.2-3B-Instruct" ``` --------- Signed-off-by: Ben Browning <bbrownin@redhat.com> Co-authored-by: Ashwin Bharambe <ashwin.bharambe@gmail.com>
This commit is contained in:
Ben Browning
GitHub
parent
79851d93aa
commit
8dfce2f596
21 changed files with 1766 additions and 59 deletions
512
docs/_static/llama-stack-spec.html
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@ -497,6 +497,54 @@
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}
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}
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},
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"/v1/openai/v1/responses": {
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"post": {
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"responses": {
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"200": {
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"description": "Runtime representation of an annotated type.",
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"content": {
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"application/json": {
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"schema": {
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"$ref": "#/components/schemas/OpenAIResponseObject"
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}
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},
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"text/event-stream": {
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"schema": {
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"$ref": "#/components/schemas/OpenAIResponseObjectStream"
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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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"Agents"
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],
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"description": "Create a new OpenAI response.",
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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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"$ref": "#/components/schemas/CreateOpenaiResponseRequest"
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}
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}
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},
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"required": true
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}
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}
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},
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"/v1/files": {
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"get": {
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"responses": {
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@ -1278,6 +1326,49 @@
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]
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}
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},
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"/v1/openai/v1/responses/{id}": {
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"get": {
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"responses": {
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"200": {
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"description": "An OpenAIResponseObject.",
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"content": {
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"application/json": {
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"schema": {
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"$ref": "#/components/schemas/OpenAIResponseObject"
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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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"Agents"
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],
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"description": "Retrieve an OpenAI response by its ID.",
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"parameters": [
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{
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"name": "id",
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"in": "path",
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"description": "The ID of the OpenAI response to retrieve.",
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"required": true,
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"schema": {
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"type": "string"
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}
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}
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]
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}
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},
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"/v1/scoring-functions/{scoring_fn_id}": {
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"get": {
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"responses": {
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@ -6192,6 +6283,427 @@
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],
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"title": "AgentTurnResponseTurnStartPayload"
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},
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"OpenAIResponseInputMessage": {
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"type": "object",
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"properties": {
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"content": {
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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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"$ref": "#/components/schemas/OpenAIResponseInputMessageContent"
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}
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}
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]
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},
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"role": {
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"oneOf": [
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{
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"type": "string",
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"const": "system"
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},
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{
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"type": "string",
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"const": "developer"
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},
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{
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"type": "string",
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"const": "user"
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},
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{
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"type": "string",
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"const": "assistant"
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}
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]
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},
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"type": {
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"type": "string",
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"const": "message",
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"default": "message"
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}
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},
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"additionalProperties": false,
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"required": [
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"content",
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"role"
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],
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"title": "OpenAIResponseInputMessage"
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},
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"OpenAIResponseInputMessageContent": {
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"oneOf": [
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{
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"$ref": "#/components/schemas/OpenAIResponseInputMessageContentText"
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},
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{
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"$ref": "#/components/schemas/OpenAIResponseInputMessageContentImage"
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}
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],
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"discriminator": {
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"propertyName": "type",
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"mapping": {
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"input_text": "#/components/schemas/OpenAIResponseInputMessageContentText",
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"input_image": "#/components/schemas/OpenAIResponseInputMessageContentImage"
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}
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}
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},
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"OpenAIResponseInputMessageContentImage": {
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"type": "object",
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"properties": {
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"detail": {
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"oneOf": [
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{
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"type": "string",
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"const": "low"
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},
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{
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"type": "string",
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"const": "high"
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},
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{
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"type": "string",
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"const": "auto"
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}
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],
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"default": "auto"
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},
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"type": {
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"type": "string",
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"const": "input_image",
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"default": "input_image"
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},
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"image_url": {
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"type": "string"
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}
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},
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"additionalProperties": false,
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"required": [
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"detail",
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"type"
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],
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"title": "OpenAIResponseInputMessageContentImage"
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},
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"OpenAIResponseInputMessageContentText": {
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"type": "object",
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"properties": {
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"text": {
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"type": "string"
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},
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"type": {
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"type": "string",
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"const": "input_text",
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"default": "input_text"
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}
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},
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"additionalProperties": false,
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"required": [
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"text",
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"type"
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],
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"title": "OpenAIResponseInputMessageContentText"
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},
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"OpenAIResponseInputTool": {
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"type": "object",
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"properties": {
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"type": {
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"oneOf": [
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{
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"type": "string",
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"const": "web_search"
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},
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{
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"type": "string",
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"const": "web_search_preview_2025_03_11"
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}
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],
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"default": "web_search"
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},
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"search_context_size": {
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"type": "string",
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"default": "medium"
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}
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},
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"additionalProperties": false,
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"required": [
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"type"
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],
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"title": "OpenAIResponseInputToolWebSearch"
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},
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"CreateOpenaiResponseRequest": {
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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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"$ref": "#/components/schemas/OpenAIResponseInputMessage"
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}
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}
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],
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"description": "Input message(s) to create the response."
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},
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"model": {
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"type": "string",
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"description": "The underlying LLM used for completions."
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},
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"previous_response_id": {
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"type": "string",
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"description": "(Optional) if specified, the new response will be a continuation of the previous response. This can be used to easily fork-off new responses from existing responses."
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},
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"store": {
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"type": "boolean"
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},
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"stream": {
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"type": "boolean"
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},
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"tools": {
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"type": "array",
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"items": {
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"$ref": "#/components/schemas/OpenAIResponseInputTool"
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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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"input",
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"model"
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],
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"title": "CreateOpenaiResponseRequest"
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},
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"OpenAIResponseError": {
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"type": "object",
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"properties": {
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"code": {
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"type": "string"
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},
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"message": {
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"type": "string"
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}
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},
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"additionalProperties": false,
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"required": [
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"code",
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"message"
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],
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"title": "OpenAIResponseError"
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},
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"OpenAIResponseObject": {
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"type": "object",
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"properties": {
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"created_at": {
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"type": "integer"
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},
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"error": {
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"$ref": "#/components/schemas/OpenAIResponseError"
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},
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"id": {
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"type": "string"
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},
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"model": {
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"type": "string"
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},
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"object": {
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"type": "string",
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"const": "response",
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"default": "response"
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},
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"output": {
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"type": "array",
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"items": {
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"$ref": "#/components/schemas/OpenAIResponseOutput"
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}
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},
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"parallel_tool_calls": {
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"type": "boolean",
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"default": false
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},
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"previous_response_id": {
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"type": "string"
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},
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"status": {
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"type": "string"
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},
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"temperature": {
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"type": "number"
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},
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"top_p": {
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"type": "number"
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},
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"truncation": {
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"type": "string"
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},
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"user": {
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"type": "string"
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}
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},
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"additionalProperties": false,
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"required": [
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"created_at",
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"id",
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"model",
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"object",
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"output",
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"parallel_tool_calls",
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"status"
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],
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"title": "OpenAIResponseObject"
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},
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"OpenAIResponseOutput": {
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"oneOf": [
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{
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"$ref": "#/components/schemas/OpenAIResponseOutputMessage"
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},
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{
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"$ref": "#/components/schemas/OpenAIResponseOutputMessageWebSearchToolCall"
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}
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],
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"discriminator": {
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"propertyName": "type",
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"mapping": {
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"message": "#/components/schemas/OpenAIResponseOutputMessage",
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"web_search_call": "#/components/schemas/OpenAIResponseOutputMessageWebSearchToolCall"
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}
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}
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},
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"OpenAIResponseOutputMessage": {
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"type": "object",
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"properties": {
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"id": {
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"type": "string"
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},
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"content": {
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"type": "array",
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"items": {
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"$ref": "#/components/schemas/OpenAIResponseOutputMessageContent"
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}
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},
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"role": {
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"type": "string",
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"const": "assistant",
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"default": "assistant"
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},
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"status": {
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"type": "string"
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},
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"type": {
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"type": "string",
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"const": "message",
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"default": "message"
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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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"content",
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"role",
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"status",
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"type"
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],
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"title": "OpenAIResponseOutputMessage"
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},
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"OpenAIResponseOutputMessageContent": {
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"type": "object",
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"properties": {
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"text": {
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"type": "string"
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},
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"type": {
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"type": "string",
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"const": "output_text",
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"default": "output_text"
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}
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},
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"additionalProperties": false,
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"required": [
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"text",
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"type"
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],
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"title": "OpenAIResponseOutputMessageContentOutputText"
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},
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"OpenAIResponseOutputMessageWebSearchToolCall": {
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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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},
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"status": {
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"type": "string"
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},
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"type": {
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"type": "string",
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"const": "web_search_call",
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"default": "web_search_call"
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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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"status",
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"type"
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],
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"title": "OpenAIResponseOutputMessageWebSearchToolCall"
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},
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"OpenAIResponseObjectStream": {
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"oneOf": [
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{
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"$ref": "#/components/schemas/OpenAIResponseObjectStreamResponseCreated"
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},
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{
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"$ref": "#/components/schemas/OpenAIResponseObjectStreamResponseCompleted"
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}
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],
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"discriminator": {
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"propertyName": "type",
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"mapping": {
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"response.created": "#/components/schemas/OpenAIResponseObjectStreamResponseCreated",
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"response.completed": "#/components/schemas/OpenAIResponseObjectStreamResponseCompleted"
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}
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}
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},
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"OpenAIResponseObjectStreamResponseCompleted": {
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"type": "object",
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"properties": {
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"response": {
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"$ref": "#/components/schemas/OpenAIResponseObject"
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},
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"type": {
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"type": "string",
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"const": "response.completed",
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"default": "response.completed"
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}
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},
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"additionalProperties": false,
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"required": [
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"response",
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"type"
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],
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"title": "OpenAIResponseObjectStreamResponseCompleted"
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},
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"OpenAIResponseObjectStreamResponseCreated": {
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"type": "object",
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"properties": {
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"response": {
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"$ref": "#/components/schemas/OpenAIResponseObject"
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},
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"type": {
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"type": "string",
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"const": "response.created",
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"default": "response.created"
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}
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},
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"additionalProperties": false,
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"required": [
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"response",
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"type"
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],
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"title": "OpenAIResponseObjectStreamResponseCreated"
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},
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"CreateUploadSessionRequest": {
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"type": "object",
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"properties": {
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350
docs/_static/llama-stack-spec.yaml
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350
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schema:
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$ref: '#/components/schemas/CreateAgentTurnRequest'
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required: true
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/v1/openai/v1/responses:
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post:
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responses:
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'200':
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description: >-
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Runtime representation of an annotated type.
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content:
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application/json:
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schema:
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$ref: '#/components/schemas/OpenAIResponseObject'
|
||||
text/event-stream:
|
||||
schema:
|
||||
$ref: '#/components/schemas/OpenAIResponseObjectStream'
|
||||
'400':
|
||||
$ref: '#/components/responses/BadRequest400'
|
||||
'429':
|
||||
$ref: >-
|
||||
#/components/responses/TooManyRequests429
|
||||
'500':
|
||||
$ref: >-
|
||||
#/components/responses/InternalServerError500
|
||||
default:
|
||||
$ref: '#/components/responses/DefaultError'
|
||||
tags:
|
||||
- Agents
|
||||
description: Create a new OpenAI response.
|
||||
parameters: []
|
||||
requestBody:
|
||||
content:
|
||||
application/json:
|
||||
schema:
|
||||
$ref: '#/components/schemas/CreateOpenaiResponseRequest'
|
||||
required: true
|
||||
/v1/files:
|
||||
get:
|
||||
responses:
|
||||
|
|
@ -875,6 +908,36 @@ paths:
|
|||
required: true
|
||||
schema:
|
||||
type: string
|
||||
/v1/openai/v1/responses/{id}:
|
||||
get:
|
||||
responses:
|
||||
'200':
|
||||
description: An OpenAIResponseObject.
|
||||
content:
|
||||
application/json:
|
||||
schema:
|
||||
$ref: '#/components/schemas/OpenAIResponseObject'
|
||||
'400':
|
||||
$ref: '#/components/responses/BadRequest400'
|
||||
'429':
|
||||
$ref: >-
|
||||
#/components/responses/TooManyRequests429
|
||||
'500':
|
||||
$ref: >-
|
||||
#/components/responses/InternalServerError500
|
||||
default:
|
||||
$ref: '#/components/responses/DefaultError'
|
||||
tags:
|
||||
- Agents
|
||||
description: Retrieve an OpenAI response by its ID.
|
||||
parameters:
|
||||
- name: id
|
||||
in: path
|
||||
description: >-
|
||||
The ID of the OpenAI response to retrieve.
|
||||
required: true
|
||||
schema:
|
||||
type: string
|
||||
/v1/scoring-functions/{scoring_fn_id}:
|
||||
get:
|
||||
responses:
|
||||
|
|
@ -4329,6 +4392,293 @@ components:
|
|||
- event_type
|
||||
- turn_id
|
||||
title: AgentTurnResponseTurnStartPayload
|
||||
OpenAIResponseInputMessage:
|
||||
type: object
|
||||
properties:
|
||||
content:
|
||||
oneOf:
|
||||
- type: string
|
||||
- type: array
|
||||
items:
|
||||
$ref: '#/components/schemas/OpenAIResponseInputMessageContent'
|
||||
role:
|
||||
oneOf:
|
||||
- type: string
|
||||
const: system
|
||||
- type: string
|
||||
const: developer
|
||||
- type: string
|
||||
const: user
|
||||
- type: string
|
||||
const: assistant
|
||||
type:
|
||||
type: string
|
||||
const: message
|
||||
default: message
|
||||
additionalProperties: false
|
||||
required:
|
||||
- content
|
||||
- role
|
||||
title: OpenAIResponseInputMessage
|
||||
OpenAIResponseInputMessageContent:
|
||||
oneOf:
|
||||
- $ref: '#/components/schemas/OpenAIResponseInputMessageContentText'
|
||||
- $ref: '#/components/schemas/OpenAIResponseInputMessageContentImage'
|
||||
discriminator:
|
||||
propertyName: type
|
||||
mapping:
|
||||
input_text: '#/components/schemas/OpenAIResponseInputMessageContentText'
|
||||
input_image: '#/components/schemas/OpenAIResponseInputMessageContentImage'
|
||||
OpenAIResponseInputMessageContentImage:
|
||||
type: object
|
||||
properties:
|
||||
detail:
|
||||
oneOf:
|
||||
- type: string
|
||||
const: low
|
||||
- type: string
|
||||
const: high
|
||||
- type: string
|
||||
const: auto
|
||||
default: auto
|
||||
type:
|
||||
type: string
|
||||
const: input_image
|
||||
default: input_image
|
||||
image_url:
|
||||
type: string
|
||||
additionalProperties: false
|
||||
required:
|
||||
- detail
|
||||
- type
|
||||
title: OpenAIResponseInputMessageContentImage
|
||||
OpenAIResponseInputMessageContentText:
|
||||
type: object
|
||||
properties:
|
||||
text:
|
||||
type: string
|
||||
type:
|
||||
type: string
|
||||
const: input_text
|
||||
default: input_text
|
||||
additionalProperties: false
|
||||
required:
|
||||
- text
|
||||
- type
|
||||
title: OpenAIResponseInputMessageContentText
|
||||
OpenAIResponseInputTool:
|
||||
type: object
|
||||
properties:
|
||||
type:
|
||||
oneOf:
|
||||
- type: string
|
||||
const: web_search
|
||||
- type: string
|
||||
const: web_search_preview_2025_03_11
|
||||
default: web_search
|
||||
search_context_size:
|
||||
type: string
|
||||
default: medium
|
||||
additionalProperties: false
|
||||
required:
|
||||
- type
|
||||
title: OpenAIResponseInputToolWebSearch
|
||||
CreateOpenaiResponseRequest:
|
||||
type: object
|
||||
properties:
|
||||
input:
|
||||
oneOf:
|
||||
- type: string
|
||||
- type: array
|
||||
items:
|
||||
$ref: '#/components/schemas/OpenAIResponseInputMessage'
|
||||
description: Input message(s) to create the response.
|
||||
model:
|
||||
type: string
|
||||
description: The underlying LLM used for completions.
|
||||
previous_response_id:
|
||||
type: string
|
||||
description: >-
|
||||
(Optional) if specified, the new response will be a continuation of the
|
||||
previous response. This can be used to easily fork-off new responses from
|
||||
existing responses.
|
||||
store:
|
||||
type: boolean
|
||||
stream:
|
||||
type: boolean
|
||||
tools:
|
||||
type: array
|
||||
items:
|
||||
$ref: '#/components/schemas/OpenAIResponseInputTool'
|
||||
additionalProperties: false
|
||||
required:
|
||||
- input
|
||||
- model
|
||||
title: CreateOpenaiResponseRequest
|
||||
OpenAIResponseError:
|
||||
type: object
|
||||
properties:
|
||||
code:
|
||||
type: string
|
||||
message:
|
||||
type: string
|
||||
additionalProperties: false
|
||||
required:
|
||||
- code
|
||||
- message
|
||||
title: OpenAIResponseError
|
||||
OpenAIResponseObject:
|
||||
type: object
|
||||
properties:
|
||||
created_at:
|
||||
type: integer
|
||||
error:
|
||||
$ref: '#/components/schemas/OpenAIResponseError'
|
||||
id:
|
||||
type: string
|
||||
model:
|
||||
type: string
|
||||
object:
|
||||
type: string
|
||||
const: response
|
||||
default: response
|
||||
output:
|
||||
type: array
|
||||
items:
|
||||
$ref: '#/components/schemas/OpenAIResponseOutput'
|
||||
parallel_tool_calls:
|
||||
type: boolean
|
||||
default: false
|
||||
previous_response_id:
|
||||
type: string
|
||||
status:
|
||||
type: string
|
||||
temperature:
|
||||
type: number
|
||||
top_p:
|
||||
type: number
|
||||
truncation:
|
||||
type: string
|
||||
user:
|
||||
type: string
|
||||
additionalProperties: false
|
||||
required:
|
||||
- created_at
|
||||
- id
|
||||
- model
|
||||
- object
|
||||
- output
|
||||
- parallel_tool_calls
|
||||
- status
|
||||
title: OpenAIResponseObject
|
||||
OpenAIResponseOutput:
|
||||
oneOf:
|
||||
- $ref: '#/components/schemas/OpenAIResponseOutputMessage'
|
||||
- $ref: '#/components/schemas/OpenAIResponseOutputMessageWebSearchToolCall'
|
||||
discriminator:
|
||||
propertyName: type
|
||||
mapping:
|
||||
message: '#/components/schemas/OpenAIResponseOutputMessage'
|
||||
web_search_call: '#/components/schemas/OpenAIResponseOutputMessageWebSearchToolCall'
|
||||
OpenAIResponseOutputMessage:
|
||||
type: object
|
||||
properties:
|
||||
id:
|
||||
type: string
|
||||
content:
|
||||
type: array
|
||||
items:
|
||||
$ref: '#/components/schemas/OpenAIResponseOutputMessageContent'
|
||||
role:
|
||||
type: string
|
||||
const: assistant
|
||||
default: assistant
|
||||
status:
|
||||
type: string
|
||||
type:
|
||||
type: string
|
||||
const: message
|
||||
default: message
|
||||
additionalProperties: false
|
||||
required:
|
||||
- id
|
||||
- content
|
||||
- role
|
||||
- status
|
||||
- type
|
||||
title: OpenAIResponseOutputMessage
|
||||
OpenAIResponseOutputMessageContent:
|
||||
type: object
|
||||
properties:
|
||||
text:
|
||||
type: string
|
||||
type:
|
||||
type: string
|
||||
const: output_text
|
||||
default: output_text
|
||||
additionalProperties: false
|
||||
required:
|
||||
- text
|
||||
- type
|
||||
title: >-
|
||||
OpenAIResponseOutputMessageContentOutputText
|
||||
"OpenAIResponseOutputMessageWebSearchToolCall":
|
||||
type: object
|
||||
properties:
|
||||
id:
|
||||
type: string
|
||||
status:
|
||||
type: string
|
||||
type:
|
||||
type: string
|
||||
const: web_search_call
|
||||
default: web_search_call
|
||||
additionalProperties: false
|
||||
required:
|
||||
- id
|
||||
- status
|
||||
- type
|
||||
title: >-
|
||||
OpenAIResponseOutputMessageWebSearchToolCall
|
||||
OpenAIResponseObjectStream:
|
||||
oneOf:
|
||||
- $ref: '#/components/schemas/OpenAIResponseObjectStreamResponseCreated'
|
||||
- $ref: '#/components/schemas/OpenAIResponseObjectStreamResponseCompleted'
|
||||
discriminator:
|
||||
propertyName: type
|
||||
mapping:
|
||||
response.created: '#/components/schemas/OpenAIResponseObjectStreamResponseCreated'
|
||||
response.completed: '#/components/schemas/OpenAIResponseObjectStreamResponseCompleted'
|
||||
"OpenAIResponseObjectStreamResponseCompleted":
|
||||
type: object
|
||||
properties:
|
||||
response:
|
||||
$ref: '#/components/schemas/OpenAIResponseObject'
|
||||
type:
|
||||
type: string
|
||||
const: response.completed
|
||||
default: response.completed
|
||||
additionalProperties: false
|
||||
required:
|
||||
- response
|
||||
- type
|
||||
title: >-
|
||||
OpenAIResponseObjectStreamResponseCompleted
|
||||
"OpenAIResponseObjectStreamResponseCreated":
|
||||
type: object
|
||||
properties:
|
||||
response:
|
||||
$ref: '#/components/schemas/OpenAIResponseObject'
|
||||
type:
|
||||
type: string
|
||||
const: response.created
|
||||
default: response.created
|
||||
additionalProperties: false
|
||||
required:
|
||||
- response
|
||||
- type
|
||||
title: >-
|
||||
OpenAIResponseObjectStreamResponseCreated
|
||||
CreateUploadSessionRequest:
|
||||
type: object
|
||||
properties:
|
||||
|
|
|
|||
Loading…
Add table
Add a link
Reference in a new issue