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llama-stack/docs/resources/llama-stack-spec.html
Ashwin Bharambe 0dc7f5fa89
Add version to REST API url (#478) 
# What does this PR do? 

Adds a `/alpha/` prefix to all the REST API urls.

Also makes them all use hyphens instead of underscores as is more
standard practice.

(This is based on feedback from our partners.)

## Test Plan 

The Stack itself does not need updating. However, client SDKs and
documentation will need to be updated.
2024-11-18 22:44:14 -08:00

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<!DOCTYPE html>
<html>
<head>
<meta charset="utf-8" />
<meta name="viewport" content="width=device-width, initial-scale=1">
<title>OpenAPI specification</title>
<link href="https://fonts.googleapis.com/css?family=Montserrat:300,400,700|Roboto:300,400,700" rel="stylesheet">
<style>
body {
margin: 0;
padding: 0;
}
</style>
<script defer="defer" src="https://cdn.redoc.ly/redoc/latest/bundles/redoc.standalone.js"></script>
<script defer="defer">
document.addEventListener("DOMContentLoaded", function () {
spec = {
"openapi": "3.1.0",
"info": {
"title": "[DRAFT] Llama Stack Specification",
"version": "alpha",
"description": "This is the specification of the llama stack that provides\n a set of endpoints and their corresponding interfaces that are tailored to\n best leverage Llama Models. The specification is still in draft and subject to change.\n Generated at 2024-11-18 18:52:41.983165"
},
"servers": [
{
"url": "http://any-hosted-llama-stack.com"
}
],
"paths": {
"/alpha/batch-inference/chat-completion": {
"post": {
"responses": {
"200": {
"description": "OK",
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/BatchChatCompletionResponse"
}
}
}
}
},
"tags": [
"BatchInference"
],
"parameters": [
{
"name": "X-LlamaStack-ProviderData",
"in": "header",
"description": "JSON-encoded provider data which will be made available to the adapter servicing the API",
"required": false,
"schema": {
"type": "string"
}
}
],
"requestBody": {
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/BatchChatCompletionRequest"
}
}
},
"required": true
}
}
},
"/alpha/batch-inference/completion": {
"post": {
"responses": {
"200": {
"description": "OK",
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/BatchCompletionResponse"
}
}
}
}
},
"tags": [
"BatchInference"
],
"parameters": [
{
"name": "X-LlamaStack-ProviderData",
"in": "header",
"description": "JSON-encoded provider data which will be made available to the adapter servicing the API",
"required": false,
"schema": {
"type": "string"
}
}
],
"requestBody": {
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/BatchCompletionRequest"
}
}
},
"required": true
}
}
},
"/alpha/post-training/job/cancel": {
"post": {
"responses": {
"200": {
"description": "OK"
}
},
"tags": [
"PostTraining"
],
"parameters": [
{
"name": "X-LlamaStack-ProviderData",
"in": "header",
"description": "JSON-encoded provider data which will be made available to the adapter servicing the API",
"required": false,
"schema": {
"type": "string"
}
}
],
"requestBody": {
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/CancelTrainingJobRequest"
}
}
},
"required": true
}
}
},
"/alpha/inference/chat-completion": {
"post": {
"responses": {
"200": {
"description": "Chat completion response. **OR** SSE-stream of these events.",
"content": {
"text/event-stream": {
"schema": {
"oneOf": [
{
"type": "object",
"properties": {
"completion_message": {
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"properties": {
"role": {
"type": "string",
"const": "assistant",
"default": "assistant"
},
"content": {
"oneOf": [
{
"type": "string"
},
{
"type": "object",
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"additionalProperties": false,
"title": "This class represents an image object. To create"
},
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"type": "string"
}
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"additionalProperties": false,
"title": "This class represents an image object. To create"
},
{
"type": "object",
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"uri": {
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}
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}
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"required": [
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]
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}
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"photogen",
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"required": [
"completion_message"
],
"title": "Chat completion response."
},
{
"type": "object",
"properties": {
"event": {
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"enum": [
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{
"type": "string",
"enum": [
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"wolfram_alpha",
"photogen",
"code_interpreter"
]
},
{
"type": "string"
}
]
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{
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{
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{
"type": "null"
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]
}
}
]
}
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},
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"tool_name",
"arguments"
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}
]
},
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"enum": [
"started",
"in_progress",
"failure",
"success"
]
}
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"content",
"parse_status"
]
}
]
},
"logprobs": {
"type": "array",
"items": {
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"properties": {
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"additionalProperties": {
"type": "number"
}
}
},
"additionalProperties": false,
"required": [
"logprobs_by_token"
]
}
},
"stop_reason": {
"type": "string",
"enum": [
"end_of_turn",
"end_of_message",
"out_of_tokens"
]
}
},
"additionalProperties": false,
"required": [
"event_type",
"delta"
],
"title": "Chat completion response event."
}
},
"additionalProperties": false,
"required": [
"event"
],
"title": "SSE-stream of these events."
}
]
}
}
}
}
},
"tags": [
"Inference"
],
"parameters": [
{
"name": "X-LlamaStack-ProviderData",
"in": "header",
"description": "JSON-encoded provider data which will be made available to the adapter servicing the API",
"required": false,
"schema": {
"type": "string"
}
}
],
"requestBody": {
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/ChatCompletionRequest"
}
}
},
"required": true
}
}
},
"/alpha/inference/completion": {
"post": {
"responses": {
"200": {
"description": "Completion response. **OR** streamed completion response.",
"content": {
"text/event-stream": {
"schema": {
"oneOf": [
{
"type": "object",
"properties": {
"content": {
"type": "string"
},
"stop_reason": {
"type": "string",
"enum": [
"end_of_turn",
"end_of_message",
"out_of_tokens"
]
},
"logprobs": {
"type": "array",
"items": {
"type": "object",
"properties": {
"logprobs_by_token": {
"type": "object",
"additionalProperties": {
"type": "number"
}
}
},
"additionalProperties": false,
"required": [
"logprobs_by_token"
]
}
}
},
"additionalProperties": false,
"required": [
"content",
"stop_reason"
],
"title": "Completion response."
},
{
"type": "object",
"properties": {
"delta": {
"type": "string"
},
"stop_reason": {
"type": "string",
"enum": [
"end_of_turn",
"end_of_message",
"out_of_tokens"
]
},
"logprobs": {
"type": "array",
"items": {
"type": "object",
"properties": {
"logprobs_by_token": {
"type": "object",
"additionalProperties": {
"type": "number"
}
}
},
"additionalProperties": false,
"required": [
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]
}
}
},
"additionalProperties": false,
"required": [
"delta"
],
"title": "streamed completion response."
}
]
}
}
}
}
},
"tags": [
"Inference"
],
"parameters": [
{
"name": "X-LlamaStack-ProviderData",
"in": "header",
"description": "JSON-encoded provider data which will be made available to the adapter servicing the API",
"required": false,
"schema": {
"type": "string"
}
}
],
"requestBody": {
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/CompletionRequest"
}
}
},
"required": true
}
}
},
"/alpha/agents/create": {
"post": {
"responses": {
"200": {
"description": "OK",
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/AgentCreateResponse"
}
}
}
}
},
"tags": [
"Agents"
],
"parameters": [
{
"name": "X-LlamaStack-ProviderData",
"in": "header",
"description": "JSON-encoded provider data which will be made available to the adapter servicing the API",
"required": false,
"schema": {
"type": "string"
}
}
],
"requestBody": {
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/CreateAgentRequest"
}
}
},
"required": true
}
}
},
"/alpha/agents/session/create": {
"post": {
"responses": {
"200": {
"description": "OK",
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/AgentSessionCreateResponse"
}
}
}
}
},
"tags": [
"Agents"
],
"parameters": [
{
"name": "X-LlamaStack-ProviderData",
"in": "header",
"description": "JSON-encoded provider data which will be made available to the adapter servicing the API",
"required": false,
"schema": {
"type": "string"
}
}
],
"requestBody": {
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/CreateAgentSessionRequest"
}
}
},
"required": true
}
}
},
"/alpha/agents/turn/create": {
"post": {
"responses": {
"200": {
"description": "A single turn in an interaction with an Agentic System. **OR** streamed agent turn completion response.",
"content": {
"text/event-stream": {
"schema": {
"oneOf": [
{
"type": "object",
"properties": {
"turn_id": {
"type": "string"
},
"session_id": {
"type": "string"
},
"input_messages": {
"type": "array",
"items": {
"oneOf": [
{
"type": "object",
"properties": {
"role": {
"type": "string",
"const": "user",
"default": "user"
},
"content": {
"oneOf": [
{
"type": "string"
},
{
"type": "object",
"properties": {
"image": {
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{
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"properties": {
"format": {
"type": "string"
},
"format_description": {
"type": "string"
}
},
"additionalProperties": false,
"title": "This class represents an image object. To create"
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
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]
}
]
}
},
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"required": [
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]
},
{
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{
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}
},
"additionalProperties": false,
"title": "This class represents an image object. To create"
},
{
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"properties": {
"uri": {
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}
},
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"required": [
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]
}
]
}
},
"additionalProperties": false,
"required": [
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]
}
]
}
}
]
},
"context": {
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{
"type": "string"
},
{
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"properties": {
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{
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"properties": {
"format": {
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},
"format_description": {
"type": "string"
}
},
"additionalProperties": false,
"title": "This class represents an image object. To create"
},
{
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"properties": {
"uri": {
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}
},
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"required": [
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]
}
]
}
},
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{
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}
},
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"title": "This class represents an image object. To create"
},
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}
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}
}
]
}
},
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]
},
{
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"const": "ipython",
"default": "ipython"
},
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"format_description": {
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}
},
"additionalProperties": false,
"title": "This class represents an image object. To create"
},
{
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"properties": {
"uri": {
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}
},
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}
]
}
},
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{
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{
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"properties": {
"format": {
"type": "string"
},
"format_description": {
"type": "string"
}
},
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"title": "This class represents an image object. To create"
},
{
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}
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}
},
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}
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}
},
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"step_id": {
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"started_at": {
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"format": "date-time"
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"completed_at": {
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"format": "date-time"
},
"step_type": {
"type": "string",
"const": "inference",
"default": "inference"
},
"model_response": {
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"default": "assistant"
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{
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},
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"title": "This class represents an image object. To create"
},
{
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"title": "This class represents an image object. To create"
},
{
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}
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"required": [
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{
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"items": {
"oneOf": [
{
"type": "string"
},
{
"type": "integer"
},
{
"type": "number"
},
{
"type": "boolean"
},
{
"type": "null"
}
]
}
},
{
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "string"
},
{
"type": "integer"
},
{
"type": "number"
},
{
"type": "boolean"
},
{
"type": "null"
}
]
}
}
]
}
}
},
"additionalProperties": false,
"required": [
"call_id",
"tool_name",
"arguments"
]
}
}
},
"additionalProperties": false,
"required": [
"role",
"content",
"stop_reason",
"tool_calls"
]
}
},
"additionalProperties": false,
"required": [
"turn_id",
"step_id",
"step_type",
"model_response"
]
},
{
"type": "object",
"properties": {
"turn_id": {
"type": "string"
},
"step_id": {
"type": "string"
},
"started_at": {
"type": "string",
"format": "date-time"
},
"completed_at": {
"type": "string",
"format": "date-time"
},
"step_type": {
"type": "string",
"const": "tool_execution",
"default": "tool_execution"
},
"tool_calls": {
"type": "array",
"items": {
"type": "object",
"properties": {
"call_id": {
"type": "string"
},
"tool_name": {
"oneOf": [
{
"type": "string",
"enum": [
"brave_search",
"wolfram_alpha",
"photogen",
"code_interpreter"
]
},
{
"type": "string"
}
]
},
"arguments": {
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "string"
},
{
"type": "integer"
},
{
"type": "number"
},
{
"type": "boolean"
},
{
"type": "null"
},
{
"type": "array",
"items": {
"oneOf": [
{
"type": "string"
},
{
"type": "integer"
},
{
"type": "number"
},
{
"type": "boolean"
},
{
"type": "null"
}
]
}
},
{
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "string"
},
{
"type": "integer"
},
{
"type": "number"
},
{
"type": "boolean"
},
{
"type": "null"
}
]
}
}
]
}
}
},
"additionalProperties": false,
"required": [
"call_id",
"tool_name",
"arguments"
]
}
},
"tool_responses": {
"type": "array",
"items": {
"type": "object",
"properties": {
"call_id": {
"type": "string"
},
"tool_name": {
"oneOf": [
{
"type": "string",
"enum": [
"brave_search",
"wolfram_alpha",
"photogen",
"code_interpreter"
]
},
{
"type": "string"
}
]
},
"content": {
"oneOf": [
{
"type": "string"
},
{
"type": "object",
"properties": {
"image": {
"oneOf": [
{
"type": "object",
"properties": {
"format": {
"type": "string"
},
"format_description": {
"type": "string"
}
},
"additionalProperties": false,
"title": "This class represents an image object. To create"
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
}
]
}
},
"additionalProperties": false,
"required": [
"image"
]
},
{
"type": "array",
"items": {
"oneOf": [
{
"type": "string"
},
{
"type": "object",
"properties": {
"image": {
"oneOf": [
{
"type": "object",
"properties": {
"format": {
"type": "string"
},
"format_description": {
"type": "string"
}
},
"additionalProperties": false,
"title": "This class represents an image object. To create"
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
}
]
}
},
"additionalProperties": false,
"required": [
"image"
]
}
]
}
}
]
}
},
"additionalProperties": false,
"required": [
"call_id",
"tool_name",
"content"
]
}
}
},
"additionalProperties": false,
"required": [
"turn_id",
"step_id",
"step_type",
"tool_calls",
"tool_responses"
]
},
{
"type": "object",
"properties": {
"turn_id": {
"type": "string"
},
"step_id": {
"type": "string"
},
"started_at": {
"type": "string",
"format": "date-time"
},
"completed_at": {
"type": "string",
"format": "date-time"
},
"step_type": {
"type": "string",
"const": "shield_call",
"default": "shield_call"
},
"violation": {
"type": "object",
"properties": {
"violation_level": {
"type": "string",
"enum": [
"info",
"warn",
"error"
]
},
"user_message": {
"type": "string"
},
"metadata": {
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "null"
},
{
"type": "boolean"
},
{
"type": "number"
},
{
"type": "string"
},
{
"type": "array"
},
{
"type": "object"
}
]
}
}
},
"additionalProperties": false,
"required": [
"violation_level",
"metadata"
]
}
},
"additionalProperties": false,
"required": [
"turn_id",
"step_id",
"step_type"
]
},
{
"type": "object",
"properties": {
"turn_id": {
"type": "string"
},
"step_id": {
"type": "string"
},
"started_at": {
"type": "string",
"format": "date-time"
},
"completed_at": {
"type": "string",
"format": "date-time"
},
"step_type": {
"type": "string",
"const": "memory_retrieval",
"default": "memory_retrieval"
},
"memory_bank_ids": {
"type": "array",
"items": {
"type": "string"
}
},
"inserted_context": {
"oneOf": [
{
"type": "string"
},
{
"type": "object",
"properties": {
"image": {
"oneOf": [
{
"type": "object",
"properties": {
"format": {
"type": "string"
},
"format_description": {
"type": "string"
}
},
"additionalProperties": false,
"title": "This class represents an image object. To create"
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
}
]
}
},
"additionalProperties": false,
"required": [
"image"
]
},
{
"type": "array",
"items": {
"oneOf": [
{
"type": "string"
},
{
"type": "object",
"properties": {
"image": {
"oneOf": [
{
"type": "object",
"properties": {
"format": {
"type": "string"
},
"format_description": {
"type": "string"
}
},
"additionalProperties": false,
"title": "This class represents an image object. To create"
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
}
]
}
},
"additionalProperties": false,
"required": [
"image"
]
}
]
}
}
]
}
},
"additionalProperties": false,
"required": [
"turn_id",
"step_id",
"step_type",
"memory_bank_ids",
"inserted_context"
]
}
]
}
},
"output_message": {
"type": "object",
"properties": {
"role": {
"type": "string",
"const": "assistant",
"default": "assistant"
},
"content": {
"oneOf": [
{
"type": "string"
},
{
"type": "object",
"properties": {
"image": {
"oneOf": [
{
"type": "object",
"properties": {
"format": {
"type": "string"
},
"format_description": {
"type": "string"
}
},
"additionalProperties": false,
"title": "This class represents an image object. To create"
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
}
]
}
},
"additionalProperties": false,
"required": [
"image"
]
},
{
"type": "array",
"items": {
"oneOf": [
{
"type": "string"
},
{
"type": "object",
"properties": {
"image": {
"oneOf": [
{
"type": "object",
"properties": {
"format": {
"type": "string"
},
"format_description": {
"type": "string"
}
},
"additionalProperties": false,
"title": "This class represents an image object. To create"
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
}
]
}
},
"additionalProperties": false,
"required": [
"image"
]
}
]
}
}
]
},
"stop_reason": {
"type": "string",
"enum": [
"end_of_turn",
"end_of_message",
"out_of_tokens"
]
},
"tool_calls": {
"type": "array",
"items": {
"type": "object",
"properties": {
"call_id": {
"type": "string"
},
"tool_name": {
"oneOf": [
{
"type": "string",
"enum": [
"brave_search",
"wolfram_alpha",
"photogen",
"code_interpreter"
]
},
{
"type": "string"
}
]
},
"arguments": {
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "string"
},
{
"type": "integer"
},
{
"type": "number"
},
{
"type": "boolean"
},
{
"type": "null"
},
{
"type": "array",
"items": {
"oneOf": [
{
"type": "string"
},
{
"type": "integer"
},
{
"type": "number"
},
{
"type": "boolean"
},
{
"type": "null"
}
]
}
},
{
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "string"
},
{
"type": "integer"
},
{
"type": "number"
},
{
"type": "boolean"
},
{
"type": "null"
}
]
}
}
]
}
}
},
"additionalProperties": false,
"required": [
"call_id",
"tool_name",
"arguments"
]
}
}
},
"additionalProperties": false,
"required": [
"role",
"content",
"stop_reason",
"tool_calls"
]
},
"output_attachments": {
"type": "array",
"items": {
"type": "object",
"properties": {
"content": {
"oneOf": [
{
"type": "string"
},
{
"type": "object",
"properties": {
"image": {
"oneOf": [
{
"type": "object",
"properties": {
"format": {
"type": "string"
},
"format_description": {
"type": "string"
}
},
"additionalProperties": false,
"title": "This class represents an image object. To create"
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
}
]
}
},
"additionalProperties": false,
"required": [
"image"
]
},
{
"type": "array",
"items": {
"oneOf": [
{
"type": "string"
},
{
"type": "object",
"properties": {
"image": {
"oneOf": [
{
"type": "object",
"properties": {
"format": {
"type": "string"
},
"format_description": {
"type": "string"
}
},
"additionalProperties": false,
"title": "This class represents an image object. To create"
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
}
]
}
},
"additionalProperties": false,
"required": [
"image"
]
}
]
}
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
}
]
},
"mime_type": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"content",
"mime_type"
]
}
},
"started_at": {
"type": "string",
"format": "date-time"
},
"completed_at": {
"type": "string",
"format": "date-time"
}
},
"additionalProperties": false,
"required": [
"turn_id",
"session_id",
"input_messages",
"steps",
"output_message",
"output_attachments",
"started_at"
],
"title": "A single turn in an interaction with an Agentic System."
},
{
"type": "object",
"properties": {
"event": {
"type": "object",
"properties": {
"payload": {
"oneOf": [
{
"type": "object",
"properties": {
"event_type": {
"type": "string",
"const": "step_start",
"default": "step_start"
},
"step_type": {
"type": "string",
"enum": [
"inference",
"tool_execution",
"shield_call",
"memory_retrieval"
]
},
"step_id": {
"type": "string"
},
"metadata": {
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "null"
},
{
"type": "boolean"
},
{
"type": "number"
},
{
"type": "string"
},
{
"type": "array"
},
{
"type": "object"
}
]
}
}
},
"additionalProperties": false,
"required": [
"event_type",
"step_type",
"step_id"
]
},
{
"type": "object",
"properties": {
"event_type": {
"type": "string",
"const": "step_progress",
"default": "step_progress"
},
"step_type": {
"type": "string",
"enum": [
"inference",
"tool_execution",
"shield_call",
"memory_retrieval"
]
},
"step_id": {
"type": "string"
},
"model_response_text_delta": {
"type": "string"
},
"tool_call_delta": {
"type": "object",
"properties": {
"content": {
"oneOf": [
{
"type": "string"
},
{
"type": "object",
"properties": {
"call_id": {
"type": "string"
},
"tool_name": {
"oneOf": [
{
"type": "string",
"enum": [
"brave_search",
"wolfram_alpha",
"photogen",
"code_interpreter"
]
},
{
"type": "string"
}
]
},
"arguments": {
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "string"
},
{
"type": "integer"
},
{
"type": "number"
},
{
"type": "boolean"
},
{
"type": "null"
},
{
"type": "array",
"items": {
"oneOf": [
{
"type": "string"
},
{
"type": "integer"
},
{
"type": "number"
},
{
"type": "boolean"
},
{
"type": "null"
}
]
}
},
{
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "string"
},
{
"type": "integer"
},
{
"type": "number"
},
{
"type": "boolean"
},
{
"type": "null"
}
]
}
}
]
}
}
},
"additionalProperties": false,
"required": [
"call_id",
"tool_name",
"arguments"
]
}
]
},
"parse_status": {
"type": "string",
"enum": [
"started",
"in_progress",
"failure",
"success"
]
}
},
"additionalProperties": false,
"required": [
"content",
"parse_status"
]
},
"tool_response_text_delta": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"event_type",
"step_type",
"step_id"
]
},
{
"type": "object",
"properties": {
"event_type": {
"type": "string",
"const": "step_complete",
"default": "step_complete"
},
"step_type": {
"type": "string",
"enum": [
"inference",
"tool_execution",
"shield_call",
"memory_retrieval"
]
},
"step_details": {
"oneOf": [
{
"type": "object",
"properties": {
"turn_id": {
"type": "string"
},
"step_id": {
"type": "string"
},
"started_at": {
"type": "string",
"format": "date-time"
},
"completed_at": {
"type": "string",
"format": "date-time"
},
"step_type": {
"type": "string",
"const": "inference",
"default": "inference"
},
"model_response": {
"type": "object",
"properties": {
"role": {
"type": "string",
"const": "assistant",
"default": "assistant"
},
"content": {
"oneOf": [
{
"type": "string"
},
{
"type": "object",
"properties": {
"image": {
"oneOf": [
{
"type": "object",
"properties": {
"format": {
"type": "string"
},
"format_description": {
"type": "string"
}
},
"additionalProperties": false,
"title": "This class represents an image object. To create"
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
}
]
}
},
"additionalProperties": false,
"required": [
"image"
]
},
{
"type": "array",
"items": {
"oneOf": [
{
"type": "string"
},
{
"type": "object",
"properties": {
"image": {
"oneOf": [
{
"type": "object",
"properties": {
"format": {
"type": "string"
},
"format_description": {
"type": "string"
}
},
"additionalProperties": false,
"title": "This class represents an image object. To create"
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
}
]
}
},
"additionalProperties": false,
"required": [
"image"
]
}
]
}
}
]
},
"stop_reason": {
"type": "string",
"enum": [
"end_of_turn",
"end_of_message",
"out_of_tokens"
]
},
"tool_calls": {
"type": "array",
"items": {
"type": "object",
"properties": {
"call_id": {
"type": "string"
},
"tool_name": {
"oneOf": [
{
"type": "string",
"enum": [
"brave_search",
"wolfram_alpha",
"photogen",
"code_interpreter"
]
},
{
"type": "string"
}
]
},
"arguments": {
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "string"
},
{
"type": "integer"
},
{
"type": "number"
},
{
"type": "boolean"
},
{
"type": "null"
},
{
"type": "array",
"items": {
"oneOf": [
{
"type": "string"
},
{
"type": "integer"
},
{
"type": "number"
},
{
"type": "boolean"
},
{
"type": "null"
}
]
}
},
{
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "string"
},
{
"type": "integer"
},
{
"type": "number"
},
{
"type": "boolean"
},
{
"type": "null"
}
]
}
}
]
}
}
},
"additionalProperties": false,
"required": [
"call_id",
"tool_name",
"arguments"
]
}
}
},
"additionalProperties": false,
"required": [
"role",
"content",
"stop_reason",
"tool_calls"
]
}
},
"additionalProperties": false,
"required": [
"turn_id",
"step_id",
"step_type",
"model_response"
]
},
{
"type": "object",
"properties": {
"turn_id": {
"type": "string"
},
"step_id": {
"type": "string"
},
"started_at": {
"type": "string",
"format": "date-time"
},
"completed_at": {
"type": "string",
"format": "date-time"
},
"step_type": {
"type": "string",
"const": "tool_execution",
"default": "tool_execution"
},
"tool_calls": {
"type": "array",
"items": {
"type": "object",
"properties": {
"call_id": {
"type": "string"
},
"tool_name": {
"oneOf": [
{
"type": "string",
"enum": [
"brave_search",
"wolfram_alpha",
"photogen",
"code_interpreter"
]
},
{
"type": "string"
}
]
},
"arguments": {
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "string"
},
{
"type": "integer"
},
{
"type": "number"
},
{
"type": "boolean"
},
{
"type": "null"
},
{
"type": "array",
"items": {
"oneOf": [
{
"type": "string"
},
{
"type": "integer"
},
{
"type": "number"
},
{
"type": "boolean"
},
{
"type": "null"
}
]
}
},
{
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "string"
},
{
"type": "integer"
},
{
"type": "number"
},
{
"type": "boolean"
},
{
"type": "null"
}
]
}
}
]
}
}
},
"additionalProperties": false,
"required": [
"call_id",
"tool_name",
"arguments"
]
}
},
"tool_responses": {
"type": "array",
"items": {
"type": "object",
"properties": {
"call_id": {
"type": "string"
},
"tool_name": {
"oneOf": [
{
"type": "string",
"enum": [
"brave_search",
"wolfram_alpha",
"photogen",
"code_interpreter"
]
},
{
"type": "string"
}
]
},
"content": {
"oneOf": [
{
"type": "string"
},
{
"type": "object",
"properties": {
"image": {
"oneOf": [
{
"type": "object",
"properties": {
"format": {
"type": "string"
},
"format_description": {
"type": "string"
}
},
"additionalProperties": false,
"title": "This class represents an image object. To create"
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
}
]
}
},
"additionalProperties": false,
"required": [
"image"
]
},
{
"type": "array",
"items": {
"oneOf": [
{
"type": "string"
},
{
"type": "object",
"properties": {
"image": {
"oneOf": [
{
"type": "object",
"properties": {
"format": {
"type": "string"
},
"format_description": {
"type": "string"
}
},
"additionalProperties": false,
"title": "This class represents an image object. To create"
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
}
]
}
},
"additionalProperties": false,
"required": [
"image"
]
}
]
}
}
]
}
},
"additionalProperties": false,
"required": [
"call_id",
"tool_name",
"content"
]
}
}
},
"additionalProperties": false,
"required": [
"turn_id",
"step_id",
"step_type",
"tool_calls",
"tool_responses"
]
},
{
"type": "object",
"properties": {
"turn_id": {
"type": "string"
},
"step_id": {
"type": "string"
},
"started_at": {
"type": "string",
"format": "date-time"
},
"completed_at": {
"type": "string",
"format": "date-time"
},
"step_type": {
"type": "string",
"const": "shield_call",
"default": "shield_call"
},
"violation": {
"type": "object",
"properties": {
"violation_level": {
"type": "string",
"enum": [
"info",
"warn",
"error"
]
},
"user_message": {
"type": "string"
},
"metadata": {
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "null"
},
{
"type": "boolean"
},
{
"type": "number"
},
{
"type": "string"
},
{
"type": "array"
},
{
"type": "object"
}
]
}
}
},
"additionalProperties": false,
"required": [
"violation_level",
"metadata"
]
}
},
"additionalProperties": false,
"required": [
"turn_id",
"step_id",
"step_type"
]
},
{
"type": "object",
"properties": {
"turn_id": {
"type": "string"
},
"step_id": {
"type": "string"
},
"started_at": {
"type": "string",
"format": "date-time"
},
"completed_at": {
"type": "string",
"format": "date-time"
},
"step_type": {
"type": "string",
"const": "memory_retrieval",
"default": "memory_retrieval"
},
"memory_bank_ids": {
"type": "array",
"items": {
"type": "string"
}
},
"inserted_context": {
"oneOf": [
{
"type": "string"
},
{
"type": "object",
"properties": {
"image": {
"oneOf": [
{
"type": "object",
"properties": {
"format": {
"type": "string"
},
"format_description": {
"type": "string"
}
},
"additionalProperties": false,
"title": "This class represents an image object. To create"
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
}
]
}
},
"additionalProperties": false,
"required": [
"image"
]
},
{
"type": "array",
"items": {
"oneOf": [
{
"type": "string"
},
{
"type": "object",
"properties": {
"image": {
"oneOf": [
{
"type": "object",
"properties": {
"format": {
"type": "string"
},
"format_description": {
"type": "string"
}
},
"additionalProperties": false,
"title": "This class represents an image object. To create"
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
}
]
}
},
"additionalProperties": false,
"required": [
"image"
]
}
]
}
}
]
}
},
"additionalProperties": false,
"required": [
"turn_id",
"step_id",
"step_type",
"memory_bank_ids",
"inserted_context"
]
}
]
}
},
"additionalProperties": false,
"required": [
"event_type",
"step_type",
"step_details"
]
},
{
"type": "object",
"properties": {
"event_type": {
"type": "string",
"const": "turn_start",
"default": "turn_start"
},
"turn_id": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"event_type",
"turn_id"
]
},
{
"type": "object",
"properties": {
"event_type": {
"type": "string",
"const": "turn_complete",
"default": "turn_complete"
},
"turn": {
"type": "object",
"properties": {
"turn_id": {
"type": "string"
},
"session_id": {
"type": "string"
},
"input_messages": {
"type": "array",
"items": {
"oneOf": [
{
"type": "object",
"properties": {
"role": {
"type": "string",
"const": "user",
"default": "user"
},
"content": {
"oneOf": [
{
"type": "string"
},
{
"type": "object",
"properties": {
"image": {
"oneOf": [
{
"type": "object",
"properties": {
"format": {
"type": "string"
},
"format_description": {
"type": "string"
}
},
"additionalProperties": false,
"title": "This class represents an image object. To create"
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
}
]
}
},
"additionalProperties": false,
"required": [
"image"
]
},
{
"type": "array",
"items": {
"oneOf": [
{
"type": "string"
},
{
"type": "object",
"properties": {
"image": {
"oneOf": [
{
"type": "object",
"properties": {
"format": {
"type": "string"
},
"format_description": {
"type": "string"
}
},
"additionalProperties": false,
"title": "This class represents an image object. To create"
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
}
]
}
},
"additionalProperties": false,
"required": [
"image"
]
}
]
}
}
]
},
"context": {
"oneOf": [
{
"type": "string"
},
{
"type": "object",
"properties": {
"image": {
"oneOf": [
{
"type": "object",
"properties": {
"format": {
"type": "string"
},
"format_description": {
"type": "string"
}
},
"additionalProperties": false,
"title": "This class represents an image object. To create"
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
}
]
}
},
"additionalProperties": false,
"required": [
"image"
]
},
{
"type": "array",
"items": {
"oneOf": [
{
"type": "string"
},
{
"type": "object",
"properties": {
"image": {
"oneOf": [
{
"type": "object",
"properties": {
"format": {
"type": "string"
},
"format_description": {
"type": "string"
}
},
"additionalProperties": false,
"title": "This class represents an image object. To create"
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
}
]
}
},
"additionalProperties": false,
"required": [
"image"
]
}
]
}
}
]
}
},
"additionalProperties": false,
"required": [
"role",
"content"
]
},
{
"type": "object",
"properties": {
"role": {
"type": "string",
"const": "ipython",
"default": "ipython"
},
"call_id": {
"type": "string"
},
"tool_name": {
"oneOf": [
{
"type": "string",
"enum": [
"brave_search",
"wolfram_alpha",
"photogen",
"code_interpreter"
]
},
{
"type": "string"
}
]
},
"content": {
"oneOf": [
{
"type": "string"
},
{
"type": "object",
"properties": {
"image": {
"oneOf": [
{
"type": "object",
"properties": {
"format": {
"type": "string"
},
"format_description": {
"type": "string"
}
},
"additionalProperties": false,
"title": "This class represents an image object. To create"
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
}
]
}
},
"additionalProperties": false,
"required": [
"image"
]
},
{
"type": "array",
"items": {
"oneOf": [
{
"type": "string"
},
{
"type": "object",
"properties": {
"image": {
"oneOf": [
{
"type": "object",
"properties": {
"format": {
"type": "string"
},
"format_description": {
"type": "string"
}
},
"additionalProperties": false,
"title": "This class represents an image object. To create"
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
}
]
}
},
"additionalProperties": false,
"required": [
"image"
]
}
]
}
}
]
}
},
"additionalProperties": false,
"required": [
"role",
"call_id",
"tool_name",
"content"
]
}
]
}
},
"steps": {
"type": "array",
"items": {
"oneOf": [
{
"type": "object",
"properties": {
"turn_id": {
"type": "string"
},
"step_id": {
"type": "string"
},
"started_at": {
"type": "string",
"format": "date-time"
},
"completed_at": {
"type": "string",
"format": "date-time"
},
"step_type": {
"type": "string",
"const": "inference",
"default": "inference"
},
"model_response": {
"type": "object",
"properties": {
"role": {
"type": "string",
"const": "assistant",
"default": "assistant"
},
"content": {
"oneOf": [
{
"type": "string"
},
{
"type": "object",
"properties": {
"image": {
"oneOf": [
{
"type": "object",
"properties": {
"format": {
"type": "string"
},
"format_description": {
"type": "string"
}
},
"additionalProperties": false,
"title": "This class represents an image object. To create"
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
}
]
}
},
"additionalProperties": false,
"required": [
"image"
]
},
{
"type": "array",
"items": {
"oneOf": [
{
"type": "string"
},
{
"type": "object",
"properties": {
"image": {
"oneOf": [
{
"type": "object",
"properties": {
"format": {
"type": "string"
},
"format_description": {
"type": "string"
}
},
"additionalProperties": false,
"title": "This class represents an image object. To create"
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
}
]
}
},
"additionalProperties": false,
"required": [
"image"
]
}
]
}
}
]
},
"stop_reason": {
"type": "string",
"enum": [
"end_of_turn",
"end_of_message",
"out_of_tokens"
]
},
"tool_calls": {
"type": "array",
"items": {
"type": "object",
"properties": {
"call_id": {
"type": "string"
},
"tool_name": {
"oneOf": [
{
"type": "string",
"enum": [
"brave_search",
"wolfram_alpha",
"photogen",
"code_interpreter"
]
},
{
"type": "string"
}
]
},
"arguments": {
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "string"
},
{
"type": "integer"
},
{
"type": "number"
},
{
"type": "boolean"
},
{
"type": "null"
},
{
"type": "array",
"items": {
"oneOf": [
{
"type": "string"
},
{
"type": "integer"
},
{
"type": "number"
},
{
"type": "boolean"
},
{
"type": "null"
}
]
}
},
{
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "string"
},
{
"type": "integer"
},
{
"type": "number"
},
{
"type": "boolean"
},
{
"type": "null"
}
]
}
}
]
}
}
},
"additionalProperties": false,
"required": [
"call_id",
"tool_name",
"arguments"
]
}
}
},
"additionalProperties": false,
"required": [
"role",
"content",
"stop_reason",
"tool_calls"
]
}
},
"additionalProperties": false,
"required": [
"turn_id",
"step_id",
"step_type",
"model_response"
]
},
{
"type": "object",
"properties": {
"turn_id": {
"type": "string"
},
"step_id": {
"type": "string"
},
"started_at": {
"type": "string",
"format": "date-time"
},
"completed_at": {
"type": "string",
"format": "date-time"
},
"step_type": {
"type": "string",
"const": "tool_execution",
"default": "tool_execution"
},
"tool_calls": {
"type": "array",
"items": {
"type": "object",
"properties": {
"call_id": {
"type": "string"
},
"tool_name": {
"oneOf": [
{
"type": "string",
"enum": [
"brave_search",
"wolfram_alpha",
"photogen",
"code_interpreter"
]
},
{
"type": "string"
}
]
},
"arguments": {
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "string"
},
{
"type": "integer"
},
{
"type": "number"
},
{
"type": "boolean"
},
{
"type": "null"
},
{
"type": "array",
"items": {
"oneOf": [
{
"type": "string"
},
{
"type": "integer"
},
{
"type": "number"
},
{
"type": "boolean"
},
{
"type": "null"
}
]
}
},
{
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "string"
},
{
"type": "integer"
},
{
"type": "number"
},
{
"type": "boolean"
},
{
"type": "null"
}
]
}
}
]
}
}
},
"additionalProperties": false,
"required": [
"call_id",
"tool_name",
"arguments"
]
}
},
"tool_responses": {
"type": "array",
"items": {
"type": "object",
"properties": {
"call_id": {
"type": "string"
},
"tool_name": {
"oneOf": [
{
"type": "string",
"enum": [
"brave_search",
"wolfram_alpha",
"photogen",
"code_interpreter"
]
},
{
"type": "string"
}
]
},
"content": {
"oneOf": [
{
"type": "string"
},
{
"type": "object",
"properties": {
"image": {
"oneOf": [
{
"type": "object",
"properties": {
"format": {
"type": "string"
},
"format_description": {
"type": "string"
}
},
"additionalProperties": false,
"title": "This class represents an image object. To create"
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
}
]
}
},
"additionalProperties": false,
"required": [
"image"
]
},
{
"type": "array",
"items": {
"oneOf": [
{
"type": "string"
},
{
"type": "object",
"properties": {
"image": {
"oneOf": [
{
"type": "object",
"properties": {
"format": {
"type": "string"
},
"format_description": {
"type": "string"
}
},
"additionalProperties": false,
"title": "This class represents an image object. To create"
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
}
]
}
},
"additionalProperties": false,
"required": [
"image"
]
}
]
}
}
]
}
},
"additionalProperties": false,
"required": [
"call_id",
"tool_name",
"content"
]
}
}
},
"additionalProperties": false,
"required": [
"turn_id",
"step_id",
"step_type",
"tool_calls",
"tool_responses"
]
},
{
"type": "object",
"properties": {
"turn_id": {
"type": "string"
},
"step_id": {
"type": "string"
},
"started_at": {
"type": "string",
"format": "date-time"
},
"completed_at": {
"type": "string",
"format": "date-time"
},
"step_type": {
"type": "string",
"const": "shield_call",
"default": "shield_call"
},
"violation": {
"type": "object",
"properties": {
"violation_level": {
"type": "string",
"enum": [
"info",
"warn",
"error"
]
},
"user_message": {
"type": "string"
},
"metadata": {
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "null"
},
{
"type": "boolean"
},
{
"type": "number"
},
{
"type": "string"
},
{
"type": "array"
},
{
"type": "object"
}
]
}
}
},
"additionalProperties": false,
"required": [
"violation_level",
"metadata"
]
}
},
"additionalProperties": false,
"required": [
"turn_id",
"step_id",
"step_type"
]
},
{
"type": "object",
"properties": {
"turn_id": {
"type": "string"
},
"step_id": {
"type": "string"
},
"started_at": {
"type": "string",
"format": "date-time"
},
"completed_at": {
"type": "string",
"format": "date-time"
},
"step_type": {
"type": "string",
"const": "memory_retrieval",
"default": "memory_retrieval"
},
"memory_bank_ids": {
"type": "array",
"items": {
"type": "string"
}
},
"inserted_context": {
"oneOf": [
{
"type": "string"
},
{
"type": "object",
"properties": {
"image": {
"oneOf": [
{
"type": "object",
"properties": {
"format": {
"type": "string"
},
"format_description": {
"type": "string"
}
},
"additionalProperties": false,
"title": "This class represents an image object. To create"
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
}
]
}
},
"additionalProperties": false,
"required": [
"image"
]
},
{
"type": "array",
"items": {
"oneOf": [
{
"type": "string"
},
{
"type": "object",
"properties": {
"image": {
"oneOf": [
{
"type": "object",
"properties": {
"format": {
"type": "string"
},
"format_description": {
"type": "string"
}
},
"additionalProperties": false,
"title": "This class represents an image object. To create"
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
}
]
}
},
"additionalProperties": false,
"required": [
"image"
]
}
]
}
}
]
}
},
"additionalProperties": false,
"required": [
"turn_id",
"step_id",
"step_type",
"memory_bank_ids",
"inserted_context"
]
}
]
}
},
"output_message": {
"type": "object",
"properties": {
"role": {
"type": "string",
"const": "assistant",
"default": "assistant"
},
"content": {
"oneOf": [
{
"type": "string"
},
{
"type": "object",
"properties": {
"image": {
"oneOf": [
{
"type": "object",
"properties": {
"format": {
"type": "string"
},
"format_description": {
"type": "string"
}
},
"additionalProperties": false,
"title": "This class represents an image object. To create"
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
}
]
}
},
"additionalProperties": false,
"required": [
"image"
]
},
{
"type": "array",
"items": {
"oneOf": [
{
"type": "string"
},
{
"type": "object",
"properties": {
"image": {
"oneOf": [
{
"type": "object",
"properties": {
"format": {
"type": "string"
},
"format_description": {
"type": "string"
}
},
"additionalProperties": false,
"title": "This class represents an image object. To create"
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
}
]
}
},
"additionalProperties": false,
"required": [
"image"
]
}
]
}
}
]
},
"stop_reason": {
"type": "string",
"enum": [
"end_of_turn",
"end_of_message",
"out_of_tokens"
]
},
"tool_calls": {
"type": "array",
"items": {
"type": "object",
"properties": {
"call_id": {
"type": "string"
},
"tool_name": {
"oneOf": [
{
"type": "string",
"enum": [
"brave_search",
"wolfram_alpha",
"photogen",
"code_interpreter"
]
},
{
"type": "string"
}
]
},
"arguments": {
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "string"
},
{
"type": "integer"
},
{
"type": "number"
},
{
"type": "boolean"
},
{
"type": "null"
},
{
"type": "array",
"items": {
"oneOf": [
{
"type": "string"
},
{
"type": "integer"
},
{
"type": "number"
},
{
"type": "boolean"
},
{
"type": "null"
}
]
}
},
{
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "string"
},
{
"type": "integer"
},
{
"type": "number"
},
{
"type": "boolean"
},
{
"type": "null"
}
]
}
}
]
}
}
},
"additionalProperties": false,
"required": [
"call_id",
"tool_name",
"arguments"
]
}
}
},
"additionalProperties": false,
"required": [
"role",
"content",
"stop_reason",
"tool_calls"
]
},
"output_attachments": {
"type": "array",
"items": {
"type": "object",
"properties": {
"content": {
"oneOf": [
{
"type": "string"
},
{
"type": "object",
"properties": {
"image": {
"oneOf": [
{
"type": "object",
"properties": {
"format": {
"type": "string"
},
"format_description": {
"type": "string"
}
},
"additionalProperties": false,
"title": "This class represents an image object. To create"
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
}
]
}
},
"additionalProperties": false,
"required": [
"image"
]
},
{
"type": "array",
"items": {
"oneOf": [
{
"type": "string"
},
{
"type": "object",
"properties": {
"image": {
"oneOf": [
{
"type": "object",
"properties": {
"format": {
"type": "string"
},
"format_description": {
"type": "string"
}
},
"additionalProperties": false,
"title": "This class represents an image object. To create"
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
}
]
}
},
"additionalProperties": false,
"required": [
"image"
]
}
]
}
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
}
]
},
"mime_type": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"content",
"mime_type"
]
}
},
"started_at": {
"type": "string",
"format": "date-time"
},
"completed_at": {
"type": "string",
"format": "date-time"
}
},
"additionalProperties": false,
"required": [
"turn_id",
"session_id",
"input_messages",
"steps",
"output_message",
"output_attachments",
"started_at"
],
"title": "A single turn in an interaction with an Agentic System."
}
},
"additionalProperties": false,
"required": [
"event_type",
"turn"
]
}
]
}
},
"additionalProperties": false,
"required": [
"payload"
],
"title": "Streamed agent execution response."
}
},
"additionalProperties": false,
"required": [
"event"
],
"title": "streamed agent turn completion response."
}
]
}
}
}
}
},
"tags": [
"Agents"
],
"parameters": [
{
"name": "X-LlamaStack-ProviderData",
"in": "header",
"description": "JSON-encoded provider data which will be made available to the adapter servicing the API",
"required": false,
"schema": {
"type": "string"
}
}
],
"requestBody": {
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/CreateAgentTurnRequest"
}
}
},
"required": true
}
}
},
"/alpha/agents/delete": {
"post": {
"responses": {
"200": {
"description": "OK"
}
},
"tags": [
"Agents"
],
"parameters": [
{
"name": "X-LlamaStack-ProviderData",
"in": "header",
"description": "JSON-encoded provider data which will be made available to the adapter servicing the API",
"required": false,
"schema": {
"type": "string"
}
}
],
"requestBody": {
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/DeleteAgentsRequest"
}
}
},
"required": true
}
}
},
"/alpha/agents/session/delete": {
"post": {
"responses": {
"200": {
"description": "OK"
}
},
"tags": [
"Agents"
],
"parameters": [
{
"name": "X-LlamaStack-ProviderData",
"in": "header",
"description": "JSON-encoded provider data which will be made available to the adapter servicing the API",
"required": false,
"schema": {
"type": "string"
}
}
],
"requestBody": {
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/DeleteAgentsSessionRequest"
}
}
},
"required": true
}
}
},
"/alpha/inference/embeddings": {
"post": {
"responses": {
"200": {
"description": "OK",
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/EmbeddingsResponse"
}
}
}
}
},
"tags": [
"Inference"
],
"parameters": [
{
"name": "X-LlamaStack-ProviderData",
"in": "header",
"description": "JSON-encoded provider data which will be made available to the adapter servicing the API",
"required": false,
"schema": {
"type": "string"
}
}
],
"requestBody": {
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/EmbeddingsRequest"
}
}
},
"required": true
}
}
},
"/alpha/eval/evaluate-rows": {
"post": {
"responses": {
"200": {
"description": "OK",
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/EvaluateResponse"
}
}
}
}
},
"tags": [
"Eval"
],
"parameters": [
{
"name": "X-LlamaStack-ProviderData",
"in": "header",
"description": "JSON-encoded provider data which will be made available to the adapter servicing the API",
"required": false,
"schema": {
"type": "string"
}
}
],
"requestBody": {
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/EvaluateRowsRequest"
}
}
},
"required": true
}
}
},
"/alpha/agents/session/get": {
"post": {
"responses": {
"200": {
"description": "OK",
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/Session"
}
}
}
}
},
"tags": [
"Agents"
],
"parameters": [
{
"name": "agent_id",
"in": "query",
"required": true,
"schema": {
"type": "string"
}
},
{
"name": "session_id",
"in": "query",
"required": true,
"schema": {
"type": "string"
}
},
{
"name": "X-LlamaStack-ProviderData",
"in": "header",
"description": "JSON-encoded provider data which will be made available to the adapter servicing the API",
"required": false,
"schema": {
"type": "string"
}
}
],
"requestBody": {
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/GetAgentsSessionRequest"
}
}
},
"required": true
}
}
},
"/alpha/agents/step/get": {
"get": {
"responses": {
"200": {
"description": "OK",
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/AgentStepResponse"
}
}
}
}
},
"tags": [
"Agents"
],
"parameters": [
{
"name": "agent_id",
"in": "query",
"required": true,
"schema": {
"type": "string"
}
},
{
"name": "session_id",
"in": "query",
"required": true,
"schema": {
"type": "string"
}
},
{
"name": "turn_id",
"in": "query",
"required": true,
"schema": {
"type": "string"
}
},
{
"name": "step_id",
"in": "query",
"required": true,
"schema": {
"type": "string"
}
},
{
"name": "X-LlamaStack-ProviderData",
"in": "header",
"description": "JSON-encoded provider data which will be made available to the adapter servicing the API",
"required": false,
"schema": {
"type": "string"
}
}
]
}
},
"/alpha/agents/turn/get": {
"get": {
"responses": {
"200": {
"description": "OK",
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/Turn"
}
}
}
}
},
"tags": [
"Agents"
],
"parameters": [
{
"name": "agent_id",
"in": "query",
"required": true,
"schema": {
"type": "string"
}
},
{
"name": "session_id",
"in": "query",
"required": true,
"schema": {
"type": "string"
}
},
{
"name": "turn_id",
"in": "query",
"required": true,
"schema": {
"type": "string"
}
},
{
"name": "X-LlamaStack-ProviderData",
"in": "header",
"description": "JSON-encoded provider data which will be made available to the adapter servicing the API",
"required": false,
"schema": {
"type": "string"
}
}
]
}
},
"/alpha/datasets/get": {
"get": {
"responses": {
"200": {
"description": "OK",
"content": {
"application/json": {
"schema": {
"oneOf": [
{
"type": "object",
"properties": {
"identifier": {
"type": "string"
},
"provider_resource_id": {
"type": "string"
},
"provider_id": {
"type": "string"
},
"type": {
"type": "string",
"const": "dataset",
"default": "dataset"
},
"dataset_schema": {
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "object",
"properties": {
"type": {
"type": "string",
"const": "string",
"default": "string"
}
},
"additionalProperties": false,
"required": [
"type"
]
},
{
"type": "object",
"properties": {
"type": {
"type": "string",
"const": "number",
"default": "number"
}
},
"additionalProperties": false,
"required": [
"type"
]
},
{
"type": "object",
"properties": {
"type": {
"type": "string",
"const": "boolean",
"default": "boolean"
}
},
"additionalProperties": false,
"required": [
"type"
]
},
{
"type": "object",
"properties": {
"type": {
"type": "string",
"const": "array",
"default": "array"
}
},
"additionalProperties": false,
"required": [
"type"
]
},
{
"type": "object",
"properties": {
"type": {
"type": "string",
"const": "object",
"default": "object"
}
},
"additionalProperties": false,
"required": [
"type"
]
},
{
"type": "object",
"properties": {
"type": {
"type": "string",
"const": "json",
"default": "json"
}
},
"additionalProperties": false,
"required": [
"type"
]
},
{
"type": "object",
"properties": {
"type": {
"type": "string",
"const": "union",
"default": "union"
}
},
"additionalProperties": false,
"required": [
"type"
]
},
{
"type": "object",
"properties": {
"type": {
"type": "string",
"const": "chat_completion_input",
"default": "chat_completion_input"
}
},
"additionalProperties": false,
"required": [
"type"
]
},
{
"type": "object",
"properties": {
"type": {
"type": "string",
"const": "completion_input",
"default": "completion_input"
}
},
"additionalProperties": false,
"required": [
"type"
]
},
{
"type": "object",
"properties": {
"type": {
"type": "string",
"const": "agent_turn_input",
"default": "agent_turn_input"
}
},
"additionalProperties": false,
"required": [
"type"
]
}
]
}
},
"url": {
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
},
"metadata": {
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "null"
},
{
"type": "boolean"
},
{
"type": "number"
},
{
"type": "string"
},
{
"type": "array"
},
{
"type": "object"
}
]
}
}
},
"additionalProperties": false,
"required": [
"identifier",
"provider_resource_id",
"provider_id",
"type",
"dataset_schema",
"url",
"metadata"
]
},
{
"type": "null"
}
]
}
}
}
}
},
"tags": [
"Datasets"
],
"parameters": [
{
"name": "dataset_id",
"in": "query",
"required": true,
"schema": {
"type": "string"
}
},
{
"name": "X-LlamaStack-ProviderData",
"in": "header",
"description": "JSON-encoded provider data which will be made available to the adapter servicing the API",
"required": false,
"schema": {
"type": "string"
}
}
]
}
},
"/alpha/eval-tasks/get": {
"get": {
"responses": {
"200": {
"description": "OK",
"content": {
"application/json": {
"schema": {
"oneOf": [
{
"type": "object",
"properties": {
"identifier": {
"type": "string"
},
"provider_resource_id": {
"type": "string"
},
"provider_id": {
"type": "string"
},
"type": {
"type": "string",
"const": "eval_task",
"default": "eval_task"
},
"dataset_id": {
"type": "string"
},
"scoring_functions": {
"type": "array",
"items": {
"type": "string"
}
},
"metadata": {
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "null"
},
{
"type": "boolean"
},
{
"type": "number"
},
{
"type": "string"
},
{
"type": "array"
},
{
"type": "object"
}
]
}
}
},
"additionalProperties": false,
"required": [
"identifier",
"provider_resource_id",
"provider_id",
"type",
"dataset_id",
"scoring_functions",
"metadata"
]
},
{
"type": "null"
}
]
}
}
}
}
},
"tags": [
"EvalTasks"
],
"parameters": [
{
"name": "name",
"in": "query",
"required": true,
"schema": {
"type": "string"
}
},
{
"name": "X-LlamaStack-ProviderData",
"in": "header",
"description": "JSON-encoded provider data which will be made available to the adapter servicing the API",
"required": false,
"schema": {
"type": "string"
}
}
]
}
},
"/alpha/memory-banks/get": {
"get": {
"responses": {
"200": {
"description": "OK",
"content": {
"application/json": {
"schema": {
"oneOf": [
{
"oneOf": [
{
"type": "object",
"properties": {
"identifier": {
"type": "string"
},
"provider_resource_id": {
"type": "string"
},
"provider_id": {
"type": "string"
},
"type": {
"type": "string",
"const": "memory_bank",
"default": "memory_bank"
},
"memory_bank_type": {
"type": "string",
"const": "vector",
"default": "vector"
},
"embedding_model": {
"type": "string"
},
"chunk_size_in_tokens": {
"type": "integer"
},
"overlap_size_in_tokens": {
"type": "integer"
}
},
"additionalProperties": false,
"required": [
"identifier",
"provider_resource_id",
"provider_id",
"type",
"memory_bank_type",
"embedding_model",
"chunk_size_in_tokens"
]
},
{
"type": "object",
"properties": {
"identifier": {
"type": "string"
},
"provider_resource_id": {
"type": "string"
},
"provider_id": {
"type": "string"
},
"type": {
"type": "string",
"const": "memory_bank",
"default": "memory_bank"
},
"memory_bank_type": {
"type": "string",
"const": "keyvalue",
"default": "keyvalue"
}
},
"additionalProperties": false,
"required": [
"identifier",
"provider_resource_id",
"provider_id",
"type",
"memory_bank_type"
]
},
{
"type": "object",
"properties": {
"identifier": {
"type": "string"
},
"provider_resource_id": {
"type": "string"
},
"provider_id": {
"type": "string"
},
"type": {
"type": "string",
"const": "memory_bank",
"default": "memory_bank"
},
"memory_bank_type": {
"type": "string",
"const": "keyword",
"default": "keyword"
}
},
"additionalProperties": false,
"required": [
"identifier",
"provider_resource_id",
"provider_id",
"type",
"memory_bank_type"
]
},
{
"type": "object",
"properties": {
"identifier": {
"type": "string"
},
"provider_resource_id": {
"type": "string"
},
"provider_id": {
"type": "string"
},
"type": {
"type": "string",
"const": "memory_bank",
"default": "memory_bank"
},
"memory_bank_type": {
"type": "string",
"const": "graph",
"default": "graph"
}
},
"additionalProperties": false,
"required": [
"identifier",
"provider_resource_id",
"provider_id",
"type",
"memory_bank_type"
]
}
]
},
{
"type": "null"
}
]
}
}
}
}
},
"tags": [
"MemoryBanks"
],
"parameters": [
{
"name": "memory_bank_id",
"in": "query",
"required": true,
"schema": {
"type": "string"
}
},
{
"name": "X-LlamaStack-ProviderData",
"in": "header",
"description": "JSON-encoded provider data which will be made available to the adapter servicing the API",
"required": false,
"schema": {
"type": "string"
}
}
]
}
},
"/alpha/models/get": {
"get": {
"responses": {
"200": {
"description": "OK",
"content": {
"application/json": {
"schema": {
"oneOf": [
{
"type": "object",
"properties": {
"identifier": {
"type": "string"
},
"provider_resource_id": {
"type": "string"
},
"provider_id": {
"type": "string"
},
"type": {
"type": "string",
"const": "model",
"default": "model"
},
"metadata": {
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "null"
},
{
"type": "boolean"
},
{
"type": "number"
},
{
"type": "string"
},
{
"type": "array"
},
{
"type": "object"
}
]
}
}
},
"additionalProperties": false,
"required": [
"identifier",
"provider_resource_id",
"provider_id",
"type",
"metadata"
]
},
{
"type": "null"
}
]
}
}
}
}
},
"tags": [
"Models"
],
"parameters": [
{
"name": "identifier",
"in": "query",
"required": true,
"schema": {
"type": "string"
}
},
{
"name": "X-LlamaStack-ProviderData",
"in": "header",
"description": "JSON-encoded provider data which will be made available to the adapter servicing the API",
"required": false,
"schema": {
"type": "string"
}
}
]
}
},
"/alpha/datasetio/get-rows-paginated": {
"get": {
"responses": {
"200": {
"description": "OK",
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/PaginatedRowsResult"
}
}
}
}
},
"tags": [
"DatasetIO"
],
"parameters": [
{
"name": "dataset_id",
"in": "query",
"required": true,
"schema": {
"type": "string"
}
},
{
"name": "rows_in_page",
"in": "query",
"required": true,
"schema": {
"type": "integer"
}
},
{
"name": "page_token",
"in": "query",
"required": false,
"schema": {
"type": "string"
}
},
{
"name": "filter_condition",
"in": "query",
"required": false,
"schema": {
"type": "string"
}
},
{
"name": "X-LlamaStack-ProviderData",
"in": "header",
"description": "JSON-encoded provider data which will be made available to the adapter servicing the API",
"required": false,
"schema": {
"type": "string"
}
}
]
}
},
"/alpha/scoring-functions/get": {
"get": {
"responses": {
"200": {
"description": "OK",
"content": {
"application/json": {
"schema": {
"oneOf": [
{
"type": "object",
"properties": {
"identifier": {
"type": "string"
},
"provider_resource_id": {
"type": "string"
},
"provider_id": {
"type": "string"
},
"type": {
"type": "string",
"const": "scoring_function",
"default": "scoring_function"
},
"description": {
"type": "string"
},
"metadata": {
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "null"
},
{
"type": "boolean"
},
{
"type": "number"
},
{
"type": "string"
},
{
"type": "array"
},
{
"type": "object"
}
]
}
},
"return_type": {
"oneOf": [
{
"type": "object",
"properties": {
"type": {
"type": "string",
"const": "string",
"default": "string"
}
},
"additionalProperties": false,
"required": [
"type"
]
},
{
"type": "object",
"properties": {
"type": {
"type": "string",
"const": "number",
"default": "number"
}
},
"additionalProperties": false,
"required": [
"type"
]
},
{
"type": "object",
"properties": {
"type": {
"type": "string",
"const": "boolean",
"default": "boolean"
}
},
"additionalProperties": false,
"required": [
"type"
]
},
{
"type": "object",
"properties": {
"type": {
"type": "string",
"const": "array",
"default": "array"
}
},
"additionalProperties": false,
"required": [
"type"
]
},
{
"type": "object",
"properties": {
"type": {
"type": "string",
"const": "object",
"default": "object"
}
},
"additionalProperties": false,
"required": [
"type"
]
},
{
"type": "object",
"properties": {
"type": {
"type": "string",
"const": "json",
"default": "json"
}
},
"additionalProperties": false,
"required": [
"type"
]
},
{
"type": "object",
"properties": {
"type": {
"type": "string",
"const": "union",
"default": "union"
}
},
"additionalProperties": false,
"required": [
"type"
]
},
{
"type": "object",
"properties": {
"type": {
"type": "string",
"const": "chat_completion_input",
"default": "chat_completion_input"
}
},
"additionalProperties": false,
"required": [
"type"
]
},
{
"type": "object",
"properties": {
"type": {
"type": "string",
"const": "completion_input",
"default": "completion_input"
}
},
"additionalProperties": false,
"required": [
"type"
]
},
{
"type": "object",
"properties": {
"type": {
"type": "string",
"const": "agent_turn_input",
"default": "agent_turn_input"
}
},
"additionalProperties": false,
"required": [
"type"
]
}
]
},
"params": {
"oneOf": [
{
"type": "object",
"properties": {
"type": {
"type": "string",
"const": "llm_as_judge",
"default": "llm_as_judge"
},
"judge_model": {
"type": "string"
},
"prompt_template": {
"type": "string"
},
"judge_score_regexes": {
"type": "array",
"items": {
"type": "string"
}
}
},
"additionalProperties": false,
"required": [
"type",
"judge_model"
]
},
{
"type": "object",
"properties": {
"type": {
"type": "string",
"const": "regex_parser",
"default": "regex_parser"
},
"parsing_regexes": {
"type": "array",
"items": {
"type": "string"
}
}
},
"additionalProperties": false,
"required": [
"type"
]
}
]
}
},
"additionalProperties": false,
"required": [
"identifier",
"provider_resource_id",
"provider_id",
"type",
"metadata",
"return_type"
]
},
{
"type": "null"
}
]
}
}
}
}
},
"tags": [
"ScoringFunctions"
],
"parameters": [
{
"name": "scoring_fn_id",
"in": "query",
"required": true,
"schema": {
"type": "string"
}
},
{
"name": "X-LlamaStack-ProviderData",
"in": "header",
"description": "JSON-encoded provider data which will be made available to the adapter servicing the API",
"required": false,
"schema": {
"type": "string"
}
}
]
}
},
"/alpha/shields/get": {
"get": {
"responses": {
"200": {
"description": "OK",
"content": {
"application/json": {
"schema": {
"oneOf": [
{
"type": "object",
"properties": {
"identifier": {
"type": "string"
},
"provider_resource_id": {
"type": "string"
},
"provider_id": {
"type": "string"
},
"type": {
"type": "string",
"const": "shield",
"default": "shield"
},
"params": {
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "null"
},
{
"type": "boolean"
},
{
"type": "number"
},
{
"type": "string"
},
{
"type": "array"
},
{
"type": "object"
}
]
}
}
},
"additionalProperties": false,
"required": [
"identifier",
"provider_resource_id",
"provider_id",
"type"
],
"title": "A safety shield resource that can be used to check content"
},
{
"type": "null"
}
]
}
}
}
}
},
"tags": [
"Shields"
],
"parameters": [
{
"name": "identifier",
"in": "query",
"required": true,
"schema": {
"type": "string"
}
},
{
"name": "X-LlamaStack-ProviderData",
"in": "header",
"description": "JSON-encoded provider data which will be made available to the adapter servicing the API",
"required": false,
"schema": {
"type": "string"
}
}
]
}
},
"/alpha/telemetry/get-trace": {
"get": {
"responses": {
"200": {
"description": "OK",
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/Trace"
}
}
}
}
},
"tags": [
"Telemetry"
],
"parameters": [
{
"name": "trace_id",
"in": "query",
"required": true,
"schema": {
"type": "string"
}
},
{
"name": "X-LlamaStack-ProviderData",
"in": "header",
"description": "JSON-encoded provider data which will be made available to the adapter servicing the API",
"required": false,
"schema": {
"type": "string"
}
}
]
}
},
"/alpha/post-training/job/artifacts": {
"get": {
"responses": {
"200": {
"description": "OK",
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/PostTrainingJobArtifactsResponse"
}
}
}
}
},
"tags": [
"PostTraining"
],
"parameters": [
{
"name": "job_uuid",
"in": "query",
"required": true,
"schema": {
"type": "string"
}
},
{
"name": "X-LlamaStack-ProviderData",
"in": "header",
"description": "JSON-encoded provider data which will be made available to the adapter servicing the API",
"required": false,
"schema": {
"type": "string"
}
}
]
}
},
"/alpha/post-training/job/logs": {
"get": {
"responses": {
"200": {
"description": "OK",
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/PostTrainingJobLogStream"
}
}
}
}
},
"tags": [
"PostTraining"
],
"parameters": [
{
"name": "job_uuid",
"in": "query",
"required": true,
"schema": {
"type": "string"
}
},
{
"name": "X-LlamaStack-ProviderData",
"in": "header",
"description": "JSON-encoded provider data which will be made available to the adapter servicing the API",
"required": false,
"schema": {
"type": "string"
}
}
]
}
},
"/alpha/post-training/job/status": {
"get": {
"responses": {
"200": {
"description": "OK",
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/PostTrainingJobStatusResponse"
}
}
}
}
},
"tags": [
"PostTraining"
],
"parameters": [
{
"name": "job_uuid",
"in": "query",
"required": true,
"schema": {
"type": "string"
}
},
{
"name": "X-LlamaStack-ProviderData",
"in": "header",
"description": "JSON-encoded provider data which will be made available to the adapter servicing the API",
"required": false,
"schema": {
"type": "string"
}
}
]
}
},
"/alpha/post-training/jobs": {
"get": {
"responses": {
"200": {
"description": "OK",
"content": {
"application/jsonl": {
"schema": {
"$ref": "#/components/schemas/PostTrainingJob"
}
}
}
}
},
"tags": [
"PostTraining"
],
"parameters": [
{
"name": "X-LlamaStack-ProviderData",
"in": "header",
"description": "JSON-encoded provider data which will be made available to the adapter servicing the API",
"required": false,
"schema": {
"type": "string"
}
}
]
}
},
"/alpha/health": {
"get": {
"responses": {
"200": {
"description": "OK",
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/HealthInfo"
}
}
}
}
},
"tags": [
"Inspect"
],
"parameters": [
{
"name": "X-LlamaStack-ProviderData",
"in": "header",
"description": "JSON-encoded provider data which will be made available to the adapter servicing the API",
"required": false,
"schema": {
"type": "string"
}
}
]
}
},
"/alpha/memory/insert": {
"post": {
"responses": {
"200": {
"description": "OK"
}
},
"tags": [
"Memory"
],
"parameters": [
{
"name": "X-LlamaStack-ProviderData",
"in": "header",
"description": "JSON-encoded provider data which will be made available to the adapter servicing the API",
"required": false,
"schema": {
"type": "string"
}
}
],
"requestBody": {
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/InsertDocumentsRequest"
}
}
},
"required": true
}
}
},
"/alpha/eval/job/cancel": {
"post": {
"responses": {
"200": {
"description": "OK"
}
},
"tags": [
"Eval"
],
"parameters": [
{
"name": "X-LlamaStack-ProviderData",
"in": "header",
"description": "JSON-encoded provider data which will be made available to the adapter servicing the API",
"required": false,
"schema": {
"type": "string"
}
}
],
"requestBody": {
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/JobCancelRequest"
}
}
},
"required": true
}
}
},
"/alpha/eval/job/result": {
"get": {
"responses": {
"200": {
"description": "OK",
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/EvaluateResponse"
}
}
}
}
},
"tags": [
"Eval"
],
"parameters": [
{
"name": "task_id",
"in": "query",
"required": true,
"schema": {
"type": "string"
}
},
{
"name": "job_id",
"in": "query",
"required": true,
"schema": {
"type": "string"
}
},
{
"name": "X-LlamaStack-ProviderData",
"in": "header",
"description": "JSON-encoded provider data which will be made available to the adapter servicing the API",
"required": false,
"schema": {
"type": "string"
}
}
]
}
},
"/alpha/eval/job/status": {
"get": {
"responses": {
"200": {
"description": "OK",
"content": {
"application/json": {
"schema": {
"oneOf": [
{
"type": "string",
"enum": [
"completed",
"in_progress"
]
},
{
"type": "null"
}
]
}
}
}
}
},
"tags": [
"Eval"
],
"parameters": [
{
"name": "task_id",
"in": "query",
"required": true,
"schema": {
"type": "string"
}
},
{
"name": "job_id",
"in": "query",
"required": true,
"schema": {
"type": "string"
}
},
{
"name": "X-LlamaStack-ProviderData",
"in": "header",
"description": "JSON-encoded provider data which will be made available to the adapter servicing the API",
"required": false,
"schema": {
"type": "string"
}
}
]
}
},
"/alpha/datasets/list": {
"get": {
"responses": {
"200": {
"description": "OK",
"content": {
"application/jsonl": {
"schema": {
"$ref": "#/components/schemas/Dataset"
}
}
}
}
},
"tags": [
"Datasets"
],
"parameters": [
{
"name": "X-LlamaStack-ProviderData",
"in": "header",
"description": "JSON-encoded provider data which will be made available to the adapter servicing the API",
"required": false,
"schema": {
"type": "string"
}
}
]
}
},
"/alpha/eval-tasks/list": {
"get": {
"responses": {
"200": {
"description": "OK",
"content": {
"application/jsonl": {
"schema": {
"$ref": "#/components/schemas/EvalTask"
}
}
}
}
},
"tags": [
"EvalTasks"
],
"parameters": [
{
"name": "X-LlamaStack-ProviderData",
"in": "header",
"description": "JSON-encoded provider data which will be made available to the adapter servicing the API",
"required": false,
"schema": {
"type": "string"
}
}
]
}
},
"/alpha/memory-banks/list": {
"get": {
"responses": {
"200": {
"description": "OK",
"content": {
"application/jsonl": {
"schema": {
"oneOf": [
{
"type": "object",
"properties": {
"identifier": {
"type": "string"
},
"provider_resource_id": {
"type": "string"
},
"provider_id": {
"type": "string"
},
"type": {
"type": "string",
"const": "memory_bank",
"default": "memory_bank"
},
"memory_bank_type": {
"type": "string",
"const": "vector",
"default": "vector"
},
"embedding_model": {
"type": "string"
},
"chunk_size_in_tokens": {
"type": "integer"
},
"overlap_size_in_tokens": {
"type": "integer"
}
},
"additionalProperties": false,
"required": [
"identifier",
"provider_resource_id",
"provider_id",
"type",
"memory_bank_type",
"embedding_model",
"chunk_size_in_tokens"
]
},
{
"type": "object",
"properties": {
"identifier": {
"type": "string"
},
"provider_resource_id": {
"type": "string"
},
"provider_id": {
"type": "string"
},
"type": {
"type": "string",
"const": "memory_bank",
"default": "memory_bank"
},
"memory_bank_type": {
"type": "string",
"const": "keyvalue",
"default": "keyvalue"
}
},
"additionalProperties": false,
"required": [
"identifier",
"provider_resource_id",
"provider_id",
"type",
"memory_bank_type"
]
},
{
"type": "object",
"properties": {
"identifier": {
"type": "string"
},
"provider_resource_id": {
"type": "string"
},
"provider_id": {
"type": "string"
},
"type": {
"type": "string",
"const": "memory_bank",
"default": "memory_bank"
},
"memory_bank_type": {
"type": "string",
"const": "keyword",
"default": "keyword"
}
},
"additionalProperties": false,
"required": [
"identifier",
"provider_resource_id",
"provider_id",
"type",
"memory_bank_type"
]
},
{
"type": "object",
"properties": {
"identifier": {
"type": "string"
},
"provider_resource_id": {
"type": "string"
},
"provider_id": {
"type": "string"
},
"type": {
"type": "string",
"const": "memory_bank",
"default": "memory_bank"
},
"memory_bank_type": {
"type": "string",
"const": "graph",
"default": "graph"
}
},
"additionalProperties": false,
"required": [
"identifier",
"provider_resource_id",
"provider_id",
"type",
"memory_bank_type"
]
}
]
}
}
}
}
},
"tags": [
"MemoryBanks"
],
"parameters": [
{
"name": "X-LlamaStack-ProviderData",
"in": "header",
"description": "JSON-encoded provider data which will be made available to the adapter servicing the API",
"required": false,
"schema": {
"type": "string"
}
}
]
}
},
"/alpha/models/list": {
"get": {
"responses": {
"200": {
"description": "OK",
"content": {
"application/jsonl": {
"schema": {
"$ref": "#/components/schemas/Model"
}
}
}
}
},
"tags": [
"Models"
],
"parameters": [
{
"name": "X-LlamaStack-ProviderData",
"in": "header",
"description": "JSON-encoded provider data which will be made available to the adapter servicing the API",
"required": false,
"schema": {
"type": "string"
}
}
]
}
},
"/alpha/providers/list": {
"get": {
"responses": {
"200": {
"description": "OK",
"content": {
"application/json": {
"schema": {
"type": "object",
"additionalProperties": {
"type": "object",
"properties": {
"provider_id": {
"type": "string"
},
"provider_type": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"provider_id",
"provider_type"
]
}
}
}
}
}
},
"tags": [
"Inspect"
],
"parameters": [
{
"name": "X-LlamaStack-ProviderData",
"in": "header",
"description": "JSON-encoded provider data which will be made available to the adapter servicing the API",
"required": false,
"schema": {
"type": "string"
}
}
]
}
},
"/alpha/routes/list": {
"get": {
"responses": {
"200": {
"description": "OK",
"content": {
"application/json": {
"schema": {
"type": "object",
"additionalProperties": {
"type": "array",
"items": {
"type": "object",
"properties": {
"route": {
"type": "string"
},
"method": {
"type": "string"
},
"provider_types": {
"type": "array",
"items": {
"type": "string"
}
}
},
"additionalProperties": false,
"required": [
"route",
"method",
"provider_types"
]
}
}
}
}
}
}
},
"tags": [
"Inspect"
],
"parameters": [
{
"name": "X-LlamaStack-ProviderData",
"in": "header",
"description": "JSON-encoded provider data which will be made available to the adapter servicing the API",
"required": false,
"schema": {
"type": "string"
}
}
]
}
},
"/alpha/scoring-functions/list": {
"get": {
"responses": {
"200": {
"description": "OK",
"content": {
"application/jsonl": {
"schema": {
"$ref": "#/components/schemas/ScoringFn"
}
}
}
}
},
"tags": [
"ScoringFunctions"
],
"parameters": [
{
"name": "X-LlamaStack-ProviderData",
"in": "header",
"description": "JSON-encoded provider data which will be made available to the adapter servicing the API",
"required": false,
"schema": {
"type": "string"
}
}
]
}
},
"/alpha/shields/list": {
"get": {
"responses": {
"200": {
"description": "OK",
"content": {
"application/jsonl": {
"schema": {
"$ref": "#/components/schemas/Shield"
}
}
}
}
},
"tags": [
"Shields"
],
"parameters": [
{
"name": "X-LlamaStack-ProviderData",
"in": "header",
"description": "JSON-encoded provider data which will be made available to the adapter servicing the API",
"required": false,
"schema": {
"type": "string"
}
}
]
}
},
"/alpha/telemetry/log-event": {
"post": {
"responses": {
"200": {
"description": "OK"
}
},
"tags": [
"Telemetry"
],
"parameters": [
{
"name": "X-LlamaStack-ProviderData",
"in": "header",
"description": "JSON-encoded provider data which will be made available to the adapter servicing the API",
"required": false,
"schema": {
"type": "string"
}
}
],
"requestBody": {
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/LogEventRequest"
}
}
},
"required": true
}
}
},
"/alpha/post-training/preference-optimize": {
"post": {
"responses": {
"200": {
"description": "OK",
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/PostTrainingJob"
}
}
}
}
},
"tags": [
"PostTraining"
],
"parameters": [
{
"name": "X-LlamaStack-ProviderData",
"in": "header",
"description": "JSON-encoded provider data which will be made available to the adapter servicing the API",
"required": false,
"schema": {
"type": "string"
}
}
],
"requestBody": {
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/PreferenceOptimizeRequest"
}
}
},
"required": true
}
}
},
"/alpha/memory/query": {
"post": {
"responses": {
"200": {
"description": "OK",
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/QueryDocumentsResponse"
}
}
}
}
},
"tags": [
"Memory"
],
"parameters": [
{
"name": "X-LlamaStack-ProviderData",
"in": "header",
"description": "JSON-encoded provider data which will be made available to the adapter servicing the API",
"required": false,
"schema": {
"type": "string"
}
}
],
"requestBody": {
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/QueryDocumentsRequest"
}
}
},
"required": true
}
}
},
"/alpha/datasets/register": {
"post": {
"responses": {
"200": {
"description": "OK"
}
},
"tags": [
"Datasets"
],
"parameters": [
{
"name": "X-LlamaStack-ProviderData",
"in": "header",
"description": "JSON-encoded provider data which will be made available to the adapter servicing the API",
"required": false,
"schema": {
"type": "string"
}
}
],
"requestBody": {
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/RegisterDatasetRequest"
}
}
},
"required": true
}
}
},
"/alpha/eval-tasks/register": {
"post": {
"responses": {
"200": {
"description": "OK"
}
},
"tags": [
"EvalTasks"
],
"parameters": [
{
"name": "X-LlamaStack-ProviderData",
"in": "header",
"description": "JSON-encoded provider data which will be made available to the adapter servicing the API",
"required": false,
"schema": {
"type": "string"
}
}
],
"requestBody": {
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/RegisterEvalTaskRequest"
}
}
},
"required": true
}
}
},
"/alpha/memory-banks/register": {
"post": {
"responses": {},
"tags": [
"MemoryBanks"
],
"parameters": [
{
"name": "X-LlamaStack-ProviderData",
"in": "header",
"description": "JSON-encoded provider data which will be made available to the adapter servicing the API",
"required": false,
"schema": {
"type": "string"
}
}
],
"requestBody": {
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/RegisterMemoryBankRequest"
}
}
},
"required": true
}
}
},
"/alpha/models/register": {
"post": {
"responses": {
"200": {
"description": "OK",
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/Model"
}
}
}
}
},
"tags": [
"Models"
],
"parameters": [
{
"name": "X-LlamaStack-ProviderData",
"in": "header",
"description": "JSON-encoded provider data which will be made available to the adapter servicing the API",
"required": false,
"schema": {
"type": "string"
}
}
],
"requestBody": {
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/RegisterModelRequest"
}
}
},
"required": true
}
}
},
"/alpha/scoring-functions/register": {
"post": {
"responses": {
"200": {
"description": "OK"
}
},
"tags": [
"ScoringFunctions"
],
"parameters": [
{
"name": "X-LlamaStack-ProviderData",
"in": "header",
"description": "JSON-encoded provider data which will be made available to the adapter servicing the API",
"required": false,
"schema": {
"type": "string"
}
}
],
"requestBody": {
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/RegisterScoringFunctionRequest"
}
}
},
"required": true
}
}
},
"/alpha/shields/register": {
"post": {
"responses": {
"200": {
"description": "OK",
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/Shield"
}
}
}
}
},
"tags": [
"Shields"
],
"parameters": [
{
"name": "X-LlamaStack-ProviderData",
"in": "header",
"description": "JSON-encoded provider data which will be made available to the adapter servicing the API",
"required": false,
"schema": {
"type": "string"
}
}
],
"requestBody": {
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/RegisterShieldRequest"
}
}
},
"required": true
}
}
},
"/alpha/eval/run-eval": {
"post": {
"responses": {
"200": {
"description": "OK",
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/Job"
}
}
}
}
},
"tags": [
"Eval"
],
"parameters": [
{
"name": "X-LlamaStack-ProviderData",
"in": "header",
"description": "JSON-encoded provider data which will be made available to the adapter servicing the API",
"required": false,
"schema": {
"type": "string"
}
}
],
"requestBody": {
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/RunEvalRequest"
}
}
},
"required": true
}
}
},
"/alpha/safety/run-shield": {
"post": {
"responses": {
"200": {
"description": "OK",
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/RunShieldResponse"
}
}
}
}
},
"tags": [
"Safety"
],
"parameters": [
{
"name": "X-LlamaStack-ProviderData",
"in": "header",
"description": "JSON-encoded provider data which will be made available to the adapter servicing the API",
"required": false,
"schema": {
"type": "string"
}
}
],
"requestBody": {
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/RunShieldRequest"
}
}
},
"required": true
}
}
},
"/alpha/scoring/score": {
"post": {
"responses": {
"200": {
"description": "OK",
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/ScoreResponse"
}
}
}
}
},
"tags": [
"Scoring"
],
"parameters": [
{
"name": "X-LlamaStack-ProviderData",
"in": "header",
"description": "JSON-encoded provider data which will be made available to the adapter servicing the API",
"required": false,
"schema": {
"type": "string"
}
}
],
"requestBody": {
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/ScoreRequest"
}
}
},
"required": true
}
}
},
"/alpha/scoring/score-batch": {
"post": {
"responses": {
"200": {
"description": "OK",
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/ScoreBatchResponse"
}
}
}
}
},
"tags": [
"Scoring"
],
"parameters": [
{
"name": "X-LlamaStack-ProviderData",
"in": "header",
"description": "JSON-encoded provider data which will be made available to the adapter servicing the API",
"required": false,
"schema": {
"type": "string"
}
}
],
"requestBody": {
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/ScoreBatchRequest"
}
}
},
"required": true
}
}
},
"/alpha/post-training/supervised-fine-tune": {
"post": {
"responses": {
"200": {
"description": "OK",
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/PostTrainingJob"
}
}
}
}
},
"tags": [
"PostTraining"
],
"parameters": [
{
"name": "X-LlamaStack-ProviderData",
"in": "header",
"description": "JSON-encoded provider data which will be made available to the adapter servicing the API",
"required": false,
"schema": {
"type": "string"
}
}
],
"requestBody": {
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/SupervisedFineTuneRequest"
}
}
},
"required": true
}
}
},
"/alpha/synthetic-data-generation/generate": {
"post": {
"responses": {
"200": {
"description": "OK",
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/SyntheticDataGenerationResponse"
}
}
}
}
},
"tags": [
"SyntheticDataGeneration"
],
"parameters": [
{
"name": "X-LlamaStack-ProviderData",
"in": "header",
"description": "JSON-encoded provider data which will be made available to the adapter servicing the API",
"required": false,
"schema": {
"type": "string"
}
}
],
"requestBody": {
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/SyntheticDataGenerateRequest"
}
}
},
"required": true
}
}
},
"/alpha/memory-banks/unregister": {
"post": {
"responses": {
"200": {
"description": "OK"
}
},
"tags": [
"MemoryBanks"
],
"parameters": [
{
"name": "X-LlamaStack-ProviderData",
"in": "header",
"description": "JSON-encoded provider data which will be made available to the adapter servicing the API",
"required": false,
"schema": {
"type": "string"
}
}
],
"requestBody": {
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/UnregisterMemoryBankRequest"
}
}
},
"required": true
}
}
},
"/alpha/models/unregister": {
"post": {
"responses": {
"200": {
"description": "OK"
}
},
"tags": [
"Models"
],
"parameters": [
{
"name": "X-LlamaStack-ProviderData",
"in": "header",
"description": "JSON-encoded provider data which will be made available to the adapter servicing the API",
"required": false,
"schema": {
"type": "string"
}
}
],
"requestBody": {
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/UnregisterModelRequest"
}
}
},
"required": true
}
}
}
},
"jsonSchemaDialect": "https://json-schema.org/draft/2020-12/schema",
"components": {
"schemas": {
"BatchChatCompletionRequest": {
"type": "object",
"properties": {
"model": {
"type": "string"
},
"messages_batch": {
"type": "array",
"items": {
"type": "array",
"items": {
"oneOf": [
{
"type": "object",
"properties": {
"role": {
"type": "string",
"const": "user",
"default": "user"
},
"content": {
"oneOf": [
{
"type": "string"
},
{
"type": "object",
"properties": {
"image": {
"oneOf": [
{
"type": "object",
"properties": {
"format": {
"type": "string"
},
"format_description": {
"type": "string"
}
},
"additionalProperties": false,
"title": "This class represents an image object. To create"
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
}
]
}
},
"additionalProperties": false,
"required": [
"image"
]
},
{
"type": "array",
"items": {
"oneOf": [
{
"type": "string"
},
{
"type": "object",
"properties": {
"image": {
"oneOf": [
{
"type": "object",
"properties": {
"format": {
"type": "string"
},
"format_description": {
"type": "string"
}
},
"additionalProperties": false,
"title": "This class represents an image object. To create"
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
}
]
}
},
"additionalProperties": false,
"required": [
"image"
]
}
]
}
}
]
},
"context": {
"oneOf": [
{
"type": "string"
},
{
"type": "object",
"properties": {
"image": {
"oneOf": [
{
"type": "object",
"properties": {
"format": {
"type": "string"
},
"format_description": {
"type": "string"
}
},
"additionalProperties": false,
"title": "This class represents an image object. To create"
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
}
]
}
},
"additionalProperties": false,
"required": [
"image"
]
},
{
"type": "array",
"items": {
"oneOf": [
{
"type": "string"
},
{
"type": "object",
"properties": {
"image": {
"oneOf": [
{
"type": "object",
"properties": {
"format": {
"type": "string"
},
"format_description": {
"type": "string"
}
},
"additionalProperties": false,
"title": "This class represents an image object. To create"
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
}
]
}
},
"additionalProperties": false,
"required": [
"image"
]
}
]
}
}
]
}
},
"additionalProperties": false,
"required": [
"role",
"content"
]
},
{
"type": "object",
"properties": {
"role": {
"type": "string",
"const": "system",
"default": "system"
},
"content": {
"oneOf": [
{
"type": "string"
},
{
"type": "object",
"properties": {
"image": {
"oneOf": [
{
"type": "object",
"properties": {
"format": {
"type": "string"
},
"format_description": {
"type": "string"
}
},
"additionalProperties": false,
"title": "This class represents an image object. To create"
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
}
]
}
},
"additionalProperties": false,
"required": [
"image"
]
},
{
"type": "array",
"items": {
"oneOf": [
{
"type": "string"
},
{
"type": "object",
"properties": {
"image": {
"oneOf": [
{
"type": "object",
"properties": {
"format": {
"type": "string"
},
"format_description": {
"type": "string"
}
},
"additionalProperties": false,
"title": "This class represents an image object. To create"
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
}
]
}
},
"additionalProperties": false,
"required": [
"image"
]
}
]
}
}
]
}
},
"additionalProperties": false,
"required": [
"role",
"content"
]
},
{
"type": "object",
"properties": {
"role": {
"type": "string",
"const": "ipython",
"default": "ipython"
},
"call_id": {
"type": "string"
},
"tool_name": {
"oneOf": [
{
"type": "string",
"enum": [
"brave_search",
"wolfram_alpha",
"photogen",
"code_interpreter"
]
},
{
"type": "string"
}
]
},
"content": {
"oneOf": [
{
"type": "string"
},
{
"type": "object",
"properties": {
"image": {
"oneOf": [
{
"type": "object",
"properties": {
"format": {
"type": "string"
},
"format_description": {
"type": "string"
}
},
"additionalProperties": false,
"title": "This class represents an image object. To create"
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
}
]
}
},
"additionalProperties": false,
"required": [
"image"
]
},
{
"type": "array",
"items": {
"oneOf": [
{
"type": "string"
},
{
"type": "object",
"properties": {
"image": {
"oneOf": [
{
"type": "object",
"properties": {
"format": {
"type": "string"
},
"format_description": {
"type": "string"
}
},
"additionalProperties": false,
"title": "This class represents an image object. To create"
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
}
]
}
},
"additionalProperties": false,
"required": [
"image"
]
}
]
}
}
]
}
},
"additionalProperties": false,
"required": [
"role",
"call_id",
"tool_name",
"content"
]
},
{
"type": "object",
"properties": {
"role": {
"type": "string",
"const": "assistant",
"default": "assistant"
},
"content": {
"oneOf": [
{
"type": "string"
},
{
"type": "object",
"properties": {
"image": {
"oneOf": [
{
"type": "object",
"properties": {
"format": {
"type": "string"
},
"format_description": {
"type": "string"
}
},
"additionalProperties": false,
"title": "This class represents an image object. To create"
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
}
]
}
},
"additionalProperties": false,
"required": [
"image"
]
},
{
"type": "array",
"items": {
"oneOf": [
{
"type": "string"
},
{
"type": "object",
"properties": {
"image": {
"oneOf": [
{
"type": "object",
"properties": {
"format": {
"type": "string"
},
"format_description": {
"type": "string"
}
},
"additionalProperties": false,
"title": "This class represents an image object. To create"
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
}
]
}
},
"additionalProperties": false,
"required": [
"image"
]
}
]
}
}
]
},
"stop_reason": {
"type": "string",
"enum": [
"end_of_turn",
"end_of_message",
"out_of_tokens"
]
},
"tool_calls": {
"type": "array",
"items": {
"type": "object",
"properties": {
"call_id": {
"type": "string"
},
"tool_name": {
"oneOf": [
{
"type": "string",
"enum": [
"brave_search",
"wolfram_alpha",
"photogen",
"code_interpreter"
]
},
{
"type": "string"
}
]
},
"arguments": {
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "string"
},
{
"type": "integer"
},
{
"type": "number"
},
{
"type": "boolean"
},
{
"type": "null"
},
{
"type": "array",
"items": {
"oneOf": [
{
"type": "string"
},
{
"type": "integer"
},
{
"type": "number"
},
{
"type": "boolean"
},
{
"type": "null"
}
]
}
},
{
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "string"
},
{
"type": "integer"
},
{
"type": "number"
},
{
"type": "boolean"
},
{
"type": "null"
}
]
}
}
]
}
}
},
"additionalProperties": false,
"required": [
"call_id",
"tool_name",
"arguments"
]
}
}
},
"additionalProperties": false,
"required": [
"role",
"content",
"stop_reason",
"tool_calls"
]
}
]
}
}
},
"sampling_params": {
"type": "object",
"properties": {
"strategy": {
"type": "string",
"enum": [
"greedy",
"top_p",
"top_k"
],
"default": "greedy"
},
"temperature": {
"type": "number",
"default": 0.0
},
"top_p": {
"type": "number",
"default": 0.95
},
"top_k": {
"type": "integer",
"default": 0
},
"max_tokens": {
"type": "integer",
"default": 0
},
"repetition_penalty": {
"type": "number",
"default": 1.0
}
},
"additionalProperties": false,
"required": [
"strategy"
]
},
"tools": {
"type": "array",
"items": {
"type": "object",
"properties": {
"tool_name": {
"oneOf": [
{
"type": "string",
"enum": [
"brave_search",
"wolfram_alpha",
"photogen",
"code_interpreter"
]
},
{
"type": "string"
}
]
},
"description": {
"type": "string"
},
"parameters": {
"type": "object",
"additionalProperties": {
"type": "object",
"properties": {
"param_type": {
"type": "string"
},
"description": {
"type": "string"
},
"required": {
"type": "boolean",
"default": true
},
"default": {
"oneOf": [
{
"type": "null"
},
{
"type": "boolean"
},
{
"type": "number"
},
{
"type": "string"
},
{
"type": "array"
},
{
"type": "object"
}
]
}
},
"additionalProperties": false,
"required": [
"param_type"
]
}
}
},
"additionalProperties": false,
"required": [
"tool_name"
]
}
},
"tool_choice": {
"type": "string",
"enum": [
"auto",
"required"
]
},
"tool_prompt_format": {
"type": "string",
"enum": [
"json",
"function_tag",
"python_list"
],
"title": "This Enum refers to the prompt format for calling custom / zero shot tools",
"description": "`json` --\n Refers to the json format for calling tools.\n The json format takes the form like\n {\n \"type\": \"function\",\n \"function\" : {\n \"name\": \"function_name\",\n \"description\": \"function_description\",\n \"parameters\": {...}\n }\n }\n\n`function_tag` --\n This is an example of how you could define\n your own user defined format for making tool calls.\n The function_tag format looks like this,\n <function=function_name>(parameters)</function>\n\nThe detailed prompts for each of these formats are added to llama cli"
},
"logprobs": {
"type": "object",
"properties": {
"top_k": {
"type": "integer",
"default": 0
}
},
"additionalProperties": false
}
},
"additionalProperties": false,
"required": [
"model",
"messages_batch"
]
},
"BatchChatCompletionResponse": {
"type": "object",
"properties": {
"completion_message_batch": {
"type": "array",
"items": {
"type": "object",
"properties": {
"role": {
"type": "string",
"const": "assistant",
"default": "assistant"
},
"content": {
"oneOf": [
{
"type": "string"
},
{
"type": "object",
"properties": {
"image": {
"oneOf": [
{
"type": "object",
"properties": {
"format": {
"type": "string"
},
"format_description": {
"type": "string"
}
},
"additionalProperties": false,
"title": "This class represents an image object. To create"
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
}
]
}
},
"additionalProperties": false,
"required": [
"image"
]
},
{
"type": "array",
"items": {
"oneOf": [
{
"type": "string"
},
{
"type": "object",
"properties": {
"image": {
"oneOf": [
{
"type": "object",
"properties": {
"format": {
"type": "string"
},
"format_description": {
"type": "string"
}
},
"additionalProperties": false,
"title": "This class represents an image object. To create"
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
}
]
}
},
"additionalProperties": false,
"required": [
"image"
]
}
]
}
}
]
},
"stop_reason": {
"type": "string",
"enum": [
"end_of_turn",
"end_of_message",
"out_of_tokens"
]
},
"tool_calls": {
"type": "array",
"items": {
"type": "object",
"properties": {
"call_id": {
"type": "string"
},
"tool_name": {
"oneOf": [
{
"type": "string",
"enum": [
"brave_search",
"wolfram_alpha",
"photogen",
"code_interpreter"
]
},
{
"type": "string"
}
]
},
"arguments": {
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "string"
},
{
"type": "integer"
},
{
"type": "number"
},
{
"type": "boolean"
},
{
"type": "null"
},
{
"type": "array",
"items": {
"oneOf": [
{
"type": "string"
},
{
"type": "integer"
},
{
"type": "number"
},
{
"type": "boolean"
},
{
"type": "null"
}
]
}
},
{
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "string"
},
{
"type": "integer"
},
{
"type": "number"
},
{
"type": "boolean"
},
{
"type": "null"
}
]
}
}
]
}
}
},
"additionalProperties": false,
"required": [
"call_id",
"tool_name",
"arguments"
]
}
}
},
"additionalProperties": false,
"required": [
"role",
"content",
"stop_reason",
"tool_calls"
]
}
}
},
"additionalProperties": false,
"required": [
"completion_message_batch"
]
},
"BatchCompletionRequest": {
"type": "object",
"properties": {
"model": {
"type": "string"
},
"content_batch": {
"type": "array",
"items": {
"oneOf": [
{
"type": "string"
},
{
"type": "object",
"properties": {
"image": {
"oneOf": [
{
"type": "object",
"properties": {
"format": {
"type": "string"
},
"format_description": {
"type": "string"
}
},
"additionalProperties": false,
"title": "This class represents an image object. To create"
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
}
]
}
},
"additionalProperties": false,
"required": [
"image"
]
},
{
"type": "array",
"items": {
"oneOf": [
{
"type": "string"
},
{
"type": "object",
"properties": {
"image": {
"oneOf": [
{
"type": "object",
"properties": {
"format": {
"type": "string"
},
"format_description": {
"type": "string"
}
},
"additionalProperties": false,
"title": "This class represents an image object. To create"
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
}
]
}
},
"additionalProperties": false,
"required": [
"image"
]
}
]
}
}
]
}
},
"sampling_params": {
"type": "object",
"properties": {
"strategy": {
"type": "string",
"enum": [
"greedy",
"top_p",
"top_k"
],
"default": "greedy"
},
"temperature": {
"type": "number",
"default": 0.0
},
"top_p": {
"type": "number",
"default": 0.95
},
"top_k": {
"type": "integer",
"default": 0
},
"max_tokens": {
"type": "integer",
"default": 0
},
"repetition_penalty": {
"type": "number",
"default": 1.0
}
},
"additionalProperties": false,
"required": [
"strategy"
]
},
"logprobs": {
"type": "object",
"properties": {
"top_k": {
"type": "integer",
"default": 0
}
},
"additionalProperties": false
}
},
"additionalProperties": false,
"required": [
"model",
"content_batch"
]
},
"BatchCompletionResponse": {
"type": "object",
"properties": {
"completion_message_batch": {
"type": "array",
"items": {
"type": "object",
"properties": {
"role": {
"type": "string",
"const": "assistant",
"default": "assistant"
},
"content": {
"oneOf": [
{
"type": "string"
},
{
"type": "object",
"properties": {
"image": {
"oneOf": [
{
"type": "object",
"properties": {
"format": {
"type": "string"
},
"format_description": {
"type": "string"
}
},
"additionalProperties": false,
"title": "This class represents an image object. To create"
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
}
]
}
},
"additionalProperties": false,
"required": [
"image"
]
},
{
"type": "array",
"items": {
"oneOf": [
{
"type": "string"
},
{
"type": "object",
"properties": {
"image": {
"oneOf": [
{
"type": "object",
"properties": {
"format": {
"type": "string"
},
"format_description": {
"type": "string"
}
},
"additionalProperties": false,
"title": "This class represents an image object. To create"
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
}
]
}
},
"additionalProperties": false,
"required": [
"image"
]
}
]
}
}
]
},
"stop_reason": {
"type": "string",
"enum": [
"end_of_turn",
"end_of_message",
"out_of_tokens"
]
},
"tool_calls": {
"type": "array",
"items": {
"type": "object",
"properties": {
"call_id": {
"type": "string"
},
"tool_name": {
"oneOf": [
{
"type": "string",
"enum": [
"brave_search",
"wolfram_alpha",
"photogen",
"code_interpreter"
]
},
{
"type": "string"
}
]
},
"arguments": {
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "string"
},
{
"type": "integer"
},
{
"type": "number"
},
{
"type": "boolean"
},
{
"type": "null"
},
{
"type": "array",
"items": {
"oneOf": [
{
"type": "string"
},
{
"type": "integer"
},
{
"type": "number"
},
{
"type": "boolean"
},
{
"type": "null"
}
]
}
},
{
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "string"
},
{
"type": "integer"
},
{
"type": "number"
},
{
"type": "boolean"
},
{
"type": "null"
}
]
}
}
]
}
}
},
"additionalProperties": false,
"required": [
"call_id",
"tool_name",
"arguments"
]
}
}
},
"additionalProperties": false,
"required": [
"role",
"content",
"stop_reason",
"tool_calls"
]
}
}
},
"additionalProperties": false,
"required": [
"completion_message_batch"
]
},
"CancelTrainingJobRequest": {
"type": "object",
"properties": {
"job_uuid": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"job_uuid"
]
},
"ChatCompletionRequest": {
"type": "object",
"properties": {
"model_id": {
"type": "string"
},
"messages": {
"type": "array",
"items": {
"oneOf": [
{
"type": "object",
"properties": {
"role": {
"type": "string",
"const": "user",
"default": "user"
},
"content": {
"oneOf": [
{
"type": "string"
},
{
"type": "object",
"properties": {
"image": {
"oneOf": [
{
"type": "object",
"properties": {
"format": {
"type": "string"
},
"format_description": {
"type": "string"
}
},
"additionalProperties": false,
"title": "This class represents an image object. To create"
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
}
]
}
},
"additionalProperties": false,
"required": [
"image"
]
},
{
"type": "array",
"items": {
"oneOf": [
{
"type": "string"
},
{
"type": "object",
"properties": {
"image": {
"oneOf": [
{
"type": "object",
"properties": {
"format": {
"type": "string"
},
"format_description": {
"type": "string"
}
},
"additionalProperties": false,
"title": "This class represents an image object. To create"
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
}
]
}
},
"additionalProperties": false,
"required": [
"image"
]
}
]
}
}
]
},
"context": {
"oneOf": [
{
"type": "string"
},
{
"type": "object",
"properties": {
"image": {
"oneOf": [
{
"type": "object",
"properties": {
"format": {
"type": "string"
},
"format_description": {
"type": "string"
}
},
"additionalProperties": false,
"title": "This class represents an image object. To create"
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
}
]
}
},
"additionalProperties": false,
"required": [
"image"
]
},
{
"type": "array",
"items": {
"oneOf": [
{
"type": "string"
},
{
"type": "object",
"properties": {
"image": {
"oneOf": [
{
"type": "object",
"properties": {
"format": {
"type": "string"
},
"format_description": {
"type": "string"
}
},
"additionalProperties": false,
"title": "This class represents an image object. To create"
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
}
]
}
},
"additionalProperties": false,
"required": [
"image"
]
}
]
}
}
]
}
},
"additionalProperties": false,
"required": [
"role",
"content"
]
},
{
"type": "object",
"properties": {
"role": {
"type": "string",
"const": "system",
"default": "system"
},
"content": {
"oneOf": [
{
"type": "string"
},
{
"type": "object",
"properties": {
"image": {
"oneOf": [
{
"type": "object",
"properties": {
"format": {
"type": "string"
},
"format_description": {
"type": "string"
}
},
"additionalProperties": false,
"title": "This class represents an image object. To create"
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
}
]
}
},
"additionalProperties": false,
"required": [
"image"
]
},
{
"type": "array",
"items": {
"oneOf": [
{
"type": "string"
},
{
"type": "object",
"properties": {
"image": {
"oneOf": [
{
"type": "object",
"properties": {
"format": {
"type": "string"
},
"format_description": {
"type": "string"
}
},
"additionalProperties": false,
"title": "This class represents an image object. To create"
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
}
]
}
},
"additionalProperties": false,
"required": [
"image"
]
}
]
}
}
]
}
},
"additionalProperties": false,
"required": [
"role",
"content"
]
},
{
"type": "object",
"properties": {
"role": {
"type": "string",
"const": "ipython",
"default": "ipython"
},
"call_id": {
"type": "string"
},
"tool_name": {
"oneOf": [
{
"type": "string",
"enum": [
"brave_search",
"wolfram_alpha",
"photogen",
"code_interpreter"
]
},
{
"type": "string"
}
]
},
"content": {
"oneOf": [
{
"type": "string"
},
{
"type": "object",
"properties": {
"image": {
"oneOf": [
{
"type": "object",
"properties": {
"format": {
"type": "string"
},
"format_description": {
"type": "string"
}
},
"additionalProperties": false,
"title": "This class represents an image object. To create"
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
}
]
}
},
"additionalProperties": false,
"required": [
"image"
]
},
{
"type": "array",
"items": {
"oneOf": [
{
"type": "string"
},
{
"type": "object",
"properties": {
"image": {
"oneOf": [
{
"type": "object",
"properties": {
"format": {
"type": "string"
},
"format_description": {
"type": "string"
}
},
"additionalProperties": false,
"title": "This class represents an image object. To create"
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
}
]
}
},
"additionalProperties": false,
"required": [
"image"
]
}
]
}
}
]
}
},
"additionalProperties": false,
"required": [
"role",
"call_id",
"tool_name",
"content"
]
},
{
"type": "object",
"properties": {
"role": {
"type": "string",
"const": "assistant",
"default": "assistant"
},
"content": {
"oneOf": [
{
"type": "string"
},
{
"type": "object",
"properties": {
"image": {
"oneOf": [
{
"type": "object",
"properties": {
"format": {
"type": "string"
},
"format_description": {
"type": "string"
}
},
"additionalProperties": false,
"title": "This class represents an image object. To create"
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
}
]
}
},
"additionalProperties": false,
"required": [
"image"
]
},
{
"type": "array",
"items": {
"oneOf": [
{
"type": "string"
},
{
"type": "object",
"properties": {
"image": {
"oneOf": [
{
"type": "object",
"properties": {
"format": {
"type": "string"
},
"format_description": {
"type": "string"
}
},
"additionalProperties": false,
"title": "This class represents an image object. To create"
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
}
]
}
},
"additionalProperties": false,
"required": [
"image"
]
}
]
}
}
]
},
"stop_reason": {
"type": "string",
"enum": [
"end_of_turn",
"end_of_message",
"out_of_tokens"
]
},
"tool_calls": {
"type": "array",
"items": {
"type": "object",
"properties": {
"call_id": {
"type": "string"
},
"tool_name": {
"oneOf": [
{
"type": "string",
"enum": [
"brave_search",
"wolfram_alpha",
"photogen",
"code_interpreter"
]
},
{
"type": "string"
}
]
},
"arguments": {
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "string"
},
{
"type": "integer"
},
{
"type": "number"
},
{
"type": "boolean"
},
{
"type": "null"
},
{
"type": "array",
"items": {
"oneOf": [
{
"type": "string"
},
{
"type": "integer"
},
{
"type": "number"
},
{
"type": "boolean"
},
{
"type": "null"
}
]
}
},
{
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "string"
},
{
"type": "integer"
},
{
"type": "number"
},
{
"type": "boolean"
},
{
"type": "null"
}
]
}
}
]
}
}
},
"additionalProperties": false,
"required": [
"call_id",
"tool_name",
"arguments"
]
}
}
},
"additionalProperties": false,
"required": [
"role",
"content",
"stop_reason",
"tool_calls"
]
}
]
}
},
"sampling_params": {
"type": "object",
"properties": {
"strategy": {
"type": "string",
"enum": [
"greedy",
"top_p",
"top_k"
],
"default": "greedy"
},
"temperature": {
"type": "number",
"default": 0.0
},
"top_p": {
"type": "number",
"default": 0.95
},
"top_k": {
"type": "integer",
"default": 0
},
"max_tokens": {
"type": "integer",
"default": 0
},
"repetition_penalty": {
"type": "number",
"default": 1.0
}
},
"additionalProperties": false,
"required": [
"strategy"
]
},
"tools": {
"type": "array",
"items": {
"type": "object",
"properties": {
"tool_name": {
"oneOf": [
{
"type": "string",
"enum": [
"brave_search",
"wolfram_alpha",
"photogen",
"code_interpreter"
]
},
{
"type": "string"
}
]
},
"description": {
"type": "string"
},
"parameters": {
"type": "object",
"additionalProperties": {
"type": "object",
"properties": {
"param_type": {
"type": "string"
},
"description": {
"type": "string"
},
"required": {
"type": "boolean",
"default": true
},
"default": {
"oneOf": [
{
"type": "null"
},
{
"type": "boolean"
},
{
"type": "number"
},
{
"type": "string"
},
{
"type": "array"
},
{
"type": "object"
}
]
}
},
"additionalProperties": false,
"required": [
"param_type"
]
}
}
},
"additionalProperties": false,
"required": [
"tool_name"
]
}
},
"tool_choice": {
"type": "string",
"enum": [
"auto",
"required"
]
},
"tool_prompt_format": {
"type": "string",
"enum": [
"json",
"function_tag",
"python_list"
],
"title": "This Enum refers to the prompt format for calling custom / zero shot tools",
"description": "`json` --\n Refers to the json format for calling tools.\n The json format takes the form like\n {\n \"type\": \"function\",\n \"function\" : {\n \"name\": \"function_name\",\n \"description\": \"function_description\",\n \"parameters\": {...}\n }\n }\n\n`function_tag` --\n This is an example of how you could define\n your own user defined format for making tool calls.\n The function_tag format looks like this,\n <function=function_name>(parameters)</function>\n\nThe detailed prompts for each of these formats are added to llama cli"
},
"response_format": {
"oneOf": [
{
"type": "object",
"properties": {
"type": {
"type": "string",
"const": "json_schema",
"default": "json_schema"
},
"json_schema": {
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "null"
},
{
"type": "boolean"
},
{
"type": "number"
},
{
"type": "string"
},
{
"type": "array"
},
{
"type": "object"
}
]
}
}
},
"additionalProperties": false,
"required": [
"type",
"json_schema"
]
},
{
"type": "object",
"properties": {
"type": {
"type": "string",
"const": "grammar",
"default": "grammar"
},
"bnf": {
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "null"
},
{
"type": "boolean"
},
{
"type": "number"
},
{
"type": "string"
},
{
"type": "array"
},
{
"type": "object"
}
]
}
}
},
"additionalProperties": false,
"required": [
"type",
"bnf"
]
}
]
},
"stream": {
"type": "boolean"
},
"logprobs": {
"type": "object",
"properties": {
"top_k": {
"type": "integer",
"default": 0
}
},
"additionalProperties": false
}
},
"additionalProperties": false,
"required": [
"model_id",
"messages"
]
},
"CompletionRequest": {
"type": "object",
"properties": {
"model_id": {
"type": "string"
},
"content": {
"oneOf": [
{
"type": "string"
},
{
"type": "object",
"properties": {
"image": {
"oneOf": [
{
"type": "object",
"properties": {
"format": {
"type": "string"
},
"format_description": {
"type": "string"
}
},
"additionalProperties": false,
"title": "This class represents an image object. To create"
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
}
]
}
},
"additionalProperties": false,
"required": [
"image"
]
},
{
"type": "array",
"items": {
"oneOf": [
{
"type": "string"
},
{
"type": "object",
"properties": {
"image": {
"oneOf": [
{
"type": "object",
"properties": {
"format": {
"type": "string"
},
"format_description": {
"type": "string"
}
},
"additionalProperties": false,
"title": "This class represents an image object. To create"
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
}
]
}
},
"additionalProperties": false,
"required": [
"image"
]
}
]
}
}
]
},
"sampling_params": {
"type": "object",
"properties": {
"strategy": {
"type": "string",
"enum": [
"greedy",
"top_p",
"top_k"
],
"default": "greedy"
},
"temperature": {
"type": "number",
"default": 0.0
},
"top_p": {
"type": "number",
"default": 0.95
},
"top_k": {
"type": "integer",
"default": 0
},
"max_tokens": {
"type": "integer",
"default": 0
},
"repetition_penalty": {
"type": "number",
"default": 1.0
}
},
"additionalProperties": false,
"required": [
"strategy"
]
},
"response_format": {
"oneOf": [
{
"type": "object",
"properties": {
"type": {
"type": "string",
"const": "json_schema",
"default": "json_schema"
},
"json_schema": {
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "null"
},
{
"type": "boolean"
},
{
"type": "number"
},
{
"type": "string"
},
{
"type": "array"
},
{
"type": "object"
}
]
}
}
},
"additionalProperties": false,
"required": [
"type",
"json_schema"
]
},
{
"type": "object",
"properties": {
"type": {
"type": "string",
"const": "grammar",
"default": "grammar"
},
"bnf": {
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "null"
},
{
"type": "boolean"
},
{
"type": "number"
},
{
"type": "string"
},
{
"type": "array"
},
{
"type": "object"
}
]
}
}
},
"additionalProperties": false,
"required": [
"type",
"bnf"
]
}
]
},
"stream": {
"type": "boolean"
},
"logprobs": {
"type": "object",
"properties": {
"top_k": {
"type": "integer",
"default": 0
}
},
"additionalProperties": false
}
},
"additionalProperties": false,
"required": [
"model_id",
"content"
]
},
"CreateAgentRequest": {
"type": "object",
"properties": {
"agent_config": {
"type": "object",
"properties": {
"sampling_params": {
"type": "object",
"properties": {
"strategy": {
"type": "string",
"enum": [
"greedy",
"top_p",
"top_k"
],
"default": "greedy"
},
"temperature": {
"type": "number",
"default": 0.0
},
"top_p": {
"type": "number",
"default": 0.95
},
"top_k": {
"type": "integer",
"default": 0
},
"max_tokens": {
"type": "integer",
"default": 0
},
"repetition_penalty": {
"type": "number",
"default": 1.0
}
},
"additionalProperties": false,
"required": [
"strategy"
]
},
"input_shields": {
"type": "array",
"items": {
"type": "string"
}
},
"output_shields": {
"type": "array",
"items": {
"type": "string"
}
},
"tools": {
"type": "array",
"items": {
"oneOf": [
{
"type": "object",
"properties": {
"input_shields": {
"type": "array",
"items": {
"type": "string"
}
},
"output_shields": {
"type": "array",
"items": {
"type": "string"
}
},
"type": {
"type": "string",
"const": "brave_search",
"default": "brave_search"
},
"api_key": {
"type": "string"
},
"engine": {
"type": "string",
"enum": [
"bing",
"brave"
],
"default": "brave"
},
"remote_execution": {
"type": "object",
"properties": {
"url": {
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
},
"method": {
"type": "string",
"enum": [
"GET",
"POST",
"PUT",
"DELETE"
]
},
"params": {
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "null"
},
{
"type": "boolean"
},
{
"type": "number"
},
{
"type": "string"
},
{
"type": "array"
},
{
"type": "object"
}
]
}
},
"headers": {
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "null"
},
{
"type": "boolean"
},
{
"type": "number"
},
{
"type": "string"
},
{
"type": "array"
},
{
"type": "object"
}
]
}
},
"body": {
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "null"
},
{
"type": "boolean"
},
{
"type": "number"
},
{
"type": "string"
},
{
"type": "array"
},
{
"type": "object"
}
]
}
}
},
"additionalProperties": false,
"required": [
"url",
"method"
]
}
},
"additionalProperties": false,
"required": [
"type",
"api_key",
"engine"
]
},
{
"type": "object",
"properties": {
"input_shields": {
"type": "array",
"items": {
"type": "string"
}
},
"output_shields": {
"type": "array",
"items": {
"type": "string"
}
},
"type": {
"type": "string",
"const": "wolfram_alpha",
"default": "wolfram_alpha"
},
"api_key": {
"type": "string"
},
"remote_execution": {
"type": "object",
"properties": {
"url": {
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
},
"method": {
"type": "string",
"enum": [
"GET",
"POST",
"PUT",
"DELETE"
]
},
"params": {
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "null"
},
{
"type": "boolean"
},
{
"type": "number"
},
{
"type": "string"
},
{
"type": "array"
},
{
"type": "object"
}
]
}
},
"headers": {
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "null"
},
{
"type": "boolean"
},
{
"type": "number"
},
{
"type": "string"
},
{
"type": "array"
},
{
"type": "object"
}
]
}
},
"body": {
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "null"
},
{
"type": "boolean"
},
{
"type": "number"
},
{
"type": "string"
},
{
"type": "array"
},
{
"type": "object"
}
]
}
}
},
"additionalProperties": false,
"required": [
"url",
"method"
]
}
},
"additionalProperties": false,
"required": [
"type",
"api_key"
]
},
{
"type": "object",
"properties": {
"input_shields": {
"type": "array",
"items": {
"type": "string"
}
},
"output_shields": {
"type": "array",
"items": {
"type": "string"
}
},
"type": {
"type": "string",
"const": "photogen",
"default": "photogen"
},
"remote_execution": {
"type": "object",
"properties": {
"url": {
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
},
"method": {
"type": "string",
"enum": [
"GET",
"POST",
"PUT",
"DELETE"
]
},
"params": {
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "null"
},
{
"type": "boolean"
},
{
"type": "number"
},
{
"type": "string"
},
{
"type": "array"
},
{
"type": "object"
}
]
}
},
"headers": {
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "null"
},
{
"type": "boolean"
},
{
"type": "number"
},
{
"type": "string"
},
{
"type": "array"
},
{
"type": "object"
}
]
}
},
"body": {
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "null"
},
{
"type": "boolean"
},
{
"type": "number"
},
{
"type": "string"
},
{
"type": "array"
},
{
"type": "object"
}
]
}
}
},
"additionalProperties": false,
"required": [
"url",
"method"
]
}
},
"additionalProperties": false,
"required": [
"type"
]
},
{
"type": "object",
"properties": {
"input_shields": {
"type": "array",
"items": {
"type": "string"
}
},
"output_shields": {
"type": "array",
"items": {
"type": "string"
}
},
"type": {
"type": "string",
"const": "code_interpreter",
"default": "code_interpreter"
},
"enable_inline_code_execution": {
"type": "boolean",
"default": true
},
"remote_execution": {
"type": "object",
"properties": {
"url": {
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
},
"method": {
"type": "string",
"enum": [
"GET",
"POST",
"PUT",
"DELETE"
]
},
"params": {
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "null"
},
{
"type": "boolean"
},
{
"type": "number"
},
{
"type": "string"
},
{
"type": "array"
},
{
"type": "object"
}
]
}
},
"headers": {
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "null"
},
{
"type": "boolean"
},
{
"type": "number"
},
{
"type": "string"
},
{
"type": "array"
},
{
"type": "object"
}
]
}
},
"body": {
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "null"
},
{
"type": "boolean"
},
{
"type": "number"
},
{
"type": "string"
},
{
"type": "array"
},
{
"type": "object"
}
]
}
}
},
"additionalProperties": false,
"required": [
"url",
"method"
]
}
},
"additionalProperties": false,
"required": [
"type",
"enable_inline_code_execution"
]
},
{
"type": "object",
"properties": {
"input_shields": {
"type": "array",
"items": {
"type": "string"
}
},
"output_shields": {
"type": "array",
"items": {
"type": "string"
}
},
"type": {
"type": "string",
"const": "function_call",
"default": "function_call"
},
"function_name": {
"type": "string"
},
"description": {
"type": "string"
},
"parameters": {
"type": "object",
"additionalProperties": {
"type": "object",
"properties": {
"param_type": {
"type": "string"
},
"description": {
"type": "string"
},
"required": {
"type": "boolean",
"default": true
},
"default": {
"oneOf": [
{
"type": "null"
},
{
"type": "boolean"
},
{
"type": "number"
},
{
"type": "string"
},
{
"type": "array"
},
{
"type": "object"
}
]
}
},
"additionalProperties": false,
"required": [
"param_type"
]
}
},
"remote_execution": {
"type": "object",
"properties": {
"url": {
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
},
"method": {
"type": "string",
"enum": [
"GET",
"POST",
"PUT",
"DELETE"
]
},
"params": {
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "null"
},
{
"type": "boolean"
},
{
"type": "number"
},
{
"type": "string"
},
{
"type": "array"
},
{
"type": "object"
}
]
}
},
"headers": {
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "null"
},
{
"type": "boolean"
},
{
"type": "number"
},
{
"type": "string"
},
{
"type": "array"
},
{
"type": "object"
}
]
}
},
"body": {
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "null"
},
{
"type": "boolean"
},
{
"type": "number"
},
{
"type": "string"
},
{
"type": "array"
},
{
"type": "object"
}
]
}
}
},
"additionalProperties": false,
"required": [
"url",
"method"
]
}
},
"additionalProperties": false,
"required": [
"type",
"function_name",
"description",
"parameters"
]
},
{
"type": "object",
"properties": {
"input_shields": {
"type": "array",
"items": {
"type": "string"
}
},
"output_shields": {
"type": "array",
"items": {
"type": "string"
}
},
"type": {
"type": "string",
"const": "memory",
"default": "memory"
},
"memory_bank_configs": {
"type": "array",
"items": {
"oneOf": [
{
"type": "object",
"properties": {
"bank_id": {
"type": "string"
},
"type": {
"type": "string",
"const": "vector",
"default": "vector"
}
},
"additionalProperties": false,
"required": [
"bank_id",
"type"
]
},
{
"type": "object",
"properties": {
"bank_id": {
"type": "string"
},
"type": {
"type": "string",
"const": "keyvalue",
"default": "keyvalue"
},
"keys": {
"type": "array",
"items": {
"type": "string"
}
}
},
"additionalProperties": false,
"required": [
"bank_id",
"type",
"keys"
]
},
{
"type": "object",
"properties": {
"bank_id": {
"type": "string"
},
"type": {
"type": "string",
"const": "keyword",
"default": "keyword"
}
},
"additionalProperties": false,
"required": [
"bank_id",
"type"
]
},
{
"type": "object",
"properties": {
"bank_id": {
"type": "string"
},
"type": {
"type": "string",
"const": "graph",
"default": "graph"
},
"entities": {
"type": "array",
"items": {
"type": "string"
}
}
},
"additionalProperties": false,
"required": [
"bank_id",
"type",
"entities"
]
}
]
}
},
"query_generator_config": {
"oneOf": [
{
"type": "object",
"properties": {
"type": {
"type": "string",
"const": "default",
"default": "default"
},
"sep": {
"type": "string",
"default": " "
}
},
"additionalProperties": false,
"required": [
"type",
"sep"
]
},
{
"type": "object",
"properties": {
"type": {
"type": "string",
"const": "llm",
"default": "llm"
},
"model": {
"type": "string"
},
"template": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"type",
"model",
"template"
]
},
{
"type": "object",
"properties": {
"type": {
"type": "string",
"const": "custom",
"default": "custom"
}
},
"additionalProperties": false,
"required": [
"type"
]
}
]
},
"max_tokens_in_context": {
"type": "integer",
"default": 4096
},
"max_chunks": {
"type": "integer",
"default": 10
}
},
"additionalProperties": false,
"required": [
"type",
"memory_bank_configs",
"query_generator_config",
"max_tokens_in_context",
"max_chunks"
]
}
]
}
},
"tool_choice": {
"type": "string",
"enum": [
"auto",
"required"
],
"default": "auto"
},
"tool_prompt_format": {
"type": "string",
"enum": [
"json",
"function_tag",
"python_list"
],
"title": "This Enum refers to the prompt format for calling custom / zero shot tools",
"description": "`json` --\n Refers to the json format for calling tools.\n The json format takes the form like\n {\n \"type\": \"function\",\n \"function\" : {\n \"name\": \"function_name\",\n \"description\": \"function_description\",\n \"parameters\": {...}\n }\n }\n\n`function_tag` --\n This is an example of how you could define\n your own user defined format for making tool calls.\n The function_tag format looks like this,\n <function=function_name>(parameters)</function>\n\nThe detailed prompts for each of these formats are added to llama cli",
"default": "json"
},
"max_infer_iters": {
"type": "integer",
"default": 10
},
"model": {
"type": "string"
},
"instructions": {
"type": "string"
},
"enable_session_persistence": {
"type": "boolean"
}
},
"additionalProperties": false,
"required": [
"max_infer_iters",
"model",
"instructions",
"enable_session_persistence"
]
}
},
"additionalProperties": false,
"required": [
"agent_config"
]
},
"AgentCreateResponse": {
"type": "object",
"properties": {
"agent_id": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"agent_id"
]
},
"CreateAgentSessionRequest": {
"type": "object",
"properties": {
"agent_id": {
"type": "string"
},
"session_name": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"agent_id",
"session_name"
]
},
"AgentSessionCreateResponse": {
"type": "object",
"properties": {
"session_id": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"session_id"
]
},
"CreateAgentTurnRequest": {
"type": "object",
"properties": {
"agent_id": {
"type": "string"
},
"session_id": {
"type": "string"
},
"messages": {
"type": "array",
"items": {
"oneOf": [
{
"type": "object",
"properties": {
"role": {
"type": "string",
"const": "user",
"default": "user"
},
"content": {
"oneOf": [
{
"type": "string"
},
{
"type": "object",
"properties": {
"image": {
"oneOf": [
{
"type": "object",
"properties": {
"format": {
"type": "string"
},
"format_description": {
"type": "string"
}
},
"additionalProperties": false,
"title": "This class represents an image object. To create"
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
}
]
}
},
"additionalProperties": false,
"required": [
"image"
]
},
{
"type": "array",
"items": {
"oneOf": [
{
"type": "string"
},
{
"type": "object",
"properties": {
"image": {
"oneOf": [
{
"type": "object",
"properties": {
"format": {
"type": "string"
},
"format_description": {
"type": "string"
}
},
"additionalProperties": false,
"title": "This class represents an image object. To create"
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
}
]
}
},
"additionalProperties": false,
"required": [
"image"
]
}
]
}
}
]
},
"context": {
"oneOf": [
{
"type": "string"
},
{
"type": "object",
"properties": {
"image": {
"oneOf": [
{
"type": "object",
"properties": {
"format": {
"type": "string"
},
"format_description": {
"type": "string"
}
},
"additionalProperties": false,
"title": "This class represents an image object. To create"
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
}
]
}
},
"additionalProperties": false,
"required": [
"image"
]
},
{
"type": "array",
"items": {
"oneOf": [
{
"type": "string"
},
{
"type": "object",
"properties": {
"image": {
"oneOf": [
{
"type": "object",
"properties": {
"format": {
"type": "string"
},
"format_description": {
"type": "string"
}
},
"additionalProperties": false,
"title": "This class represents an image object. To create"
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
}
]
}
},
"additionalProperties": false,
"required": [
"image"
]
}
]
}
}
]
}
},
"additionalProperties": false,
"required": [
"role",
"content"
]
},
{
"type": "object",
"properties": {
"role": {
"type": "string",
"const": "ipython",
"default": "ipython"
},
"call_id": {
"type": "string"
},
"tool_name": {
"oneOf": [
{
"type": "string",
"enum": [
"brave_search",
"wolfram_alpha",
"photogen",
"code_interpreter"
]
},
{
"type": "string"
}
]
},
"content": {
"oneOf": [
{
"type": "string"
},
{
"type": "object",
"properties": {
"image": {
"oneOf": [
{
"type": "object",
"properties": {
"format": {
"type": "string"
},
"format_description": {
"type": "string"
}
},
"additionalProperties": false,
"title": "This class represents an image object. To create"
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
}
]
}
},
"additionalProperties": false,
"required": [
"image"
]
},
{
"type": "array",
"items": {
"oneOf": [
{
"type": "string"
},
{
"type": "object",
"properties": {
"image": {
"oneOf": [
{
"type": "object",
"properties": {
"format": {
"type": "string"
},
"format_description": {
"type": "string"
}
},
"additionalProperties": false,
"title": "This class represents an image object. To create"
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
}
]
}
},
"additionalProperties": false,
"required": [
"image"
]
}
]
}
}
]
}
},
"additionalProperties": false,
"required": [
"role",
"call_id",
"tool_name",
"content"
]
}
]
}
},
"attachments": {
"type": "array",
"items": {
"type": "object",
"properties": {
"content": {
"oneOf": [
{
"type": "string"
},
{
"type": "object",
"properties": {
"image": {
"oneOf": [
{
"type": "object",
"properties": {
"format": {
"type": "string"
},
"format_description": {
"type": "string"
}
},
"additionalProperties": false,
"title": "This class represents an image object. To create"
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
}
]
}
},
"additionalProperties": false,
"required": [
"image"
]
},
{
"type": "array",
"items": {
"oneOf": [
{
"type": "string"
},
{
"type": "object",
"properties": {
"image": {
"oneOf": [
{
"type": "object",
"properties": {
"format": {
"type": "string"
},
"format_description": {
"type": "string"
}
},
"additionalProperties": false,
"title": "This class represents an image object. To create"
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
}
]
}
},
"additionalProperties": false,
"required": [
"image"
]
}
]
}
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
}
]
},
"mime_type": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"content",
"mime_type"
]
}
},
"stream": {
"type": "boolean"
}
},
"additionalProperties": false,
"required": [
"agent_id",
"session_id",
"messages"
]
},
"DeleteAgentsRequest": {
"type": "object",
"properties": {
"agent_id": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"agent_id"
]
},
"DeleteAgentsSessionRequest": {
"type": "object",
"properties": {
"agent_id": {
"type": "string"
},
"session_id": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"agent_id",
"session_id"
]
},
"EmbeddingsRequest": {
"type": "object",
"properties": {
"model_id": {
"type": "string"
},
"contents": {
"type": "array",
"items": {
"oneOf": [
{
"type": "string"
},
{
"type": "object",
"properties": {
"image": {
"oneOf": [
{
"type": "object",
"properties": {
"format": {
"type": "string"
},
"format_description": {
"type": "string"
}
},
"additionalProperties": false,
"title": "This class represents an image object. To create"
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
}
]
}
},
"additionalProperties": false,
"required": [
"image"
]
},
{
"type": "array",
"items": {
"oneOf": [
{
"type": "string"
},
{
"type": "object",
"properties": {
"image": {
"oneOf": [
{
"type": "object",
"properties": {
"format": {
"type": "string"
},
"format_description": {
"type": "string"
}
},
"additionalProperties": false,
"title": "This class represents an image object. To create"
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
}
]
}
},
"additionalProperties": false,
"required": [
"image"
]
}
]
}
}
]
}
}
},
"additionalProperties": false,
"required": [
"model_id",
"contents"
]
},
"EmbeddingsResponse": {
"type": "object",
"properties": {
"embeddings": {
"type": "array",
"items": {
"type": "array",
"items": {
"type": "number"
}
}
}
},
"additionalProperties": false,
"required": [
"embeddings"
]
},
"EvaluateRowsRequest": {
"type": "object",
"properties": {
"task_id": {
"type": "string"
},
"input_rows": {
"type": "array",
"items": {
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "null"
},
{
"type": "boolean"
},
{
"type": "number"
},
{
"type": "string"
},
{
"type": "array"
},
{
"type": "object"
}
]
}
}
},
"scoring_functions": {
"type": "array",
"items": {
"type": "string"
}
},
"task_config": {
"oneOf": [
{
"type": "object",
"properties": {
"type": {
"type": "string",
"const": "benchmark",
"default": "benchmark"
},
"eval_candidate": {
"oneOf": [
{
"type": "object",
"properties": {
"type": {
"type": "string",
"const": "model",
"default": "model"
},
"model": {
"type": "string"
},
"sampling_params": {
"type": "object",
"properties": {
"strategy": {
"type": "string",
"enum": [
"greedy",
"top_p",
"top_k"
],
"default": "greedy"
},
"temperature": {
"type": "number",
"default": 0.0
},
"top_p": {
"type": "number",
"default": 0.95
},
"top_k": {
"type": "integer",
"default": 0
},
"max_tokens": {
"type": "integer",
"default": 0
},
"repetition_penalty": {
"type": "number",
"default": 1.0
}
},
"additionalProperties": false,
"required": [
"strategy"
]
},
"system_message": {
"type": "object",
"properties": {
"role": {
"type": "string",
"const": "system",
"default": "system"
},
"content": {
"oneOf": [
{
"type": "string"
},
{
"type": "object",
"properties": {
"image": {
"oneOf": [
{
"type": "object",
"properties": {
"format": {
"type": "string"
},
"format_description": {
"type": "string"
}
},
"additionalProperties": false,
"title": "This class represents an image object. To create"
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
}
]
}
},
"additionalProperties": false,
"required": [
"image"
]
},
{
"type": "array",
"items": {
"oneOf": [
{
"type": "string"
},
{
"type": "object",
"properties": {
"image": {
"oneOf": [
{
"type": "object",
"properties": {
"format": {
"type": "string"
},
"format_description": {
"type": "string"
}
},
"additionalProperties": false,
"title": "This class represents an image object. To create"
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
}
]
}
},
"additionalProperties": false,
"required": [
"image"
]
}
]
}
}
]
}
},
"additionalProperties": false,
"required": [
"role",
"content"
]
}
},
"additionalProperties": false,
"required": [
"type",
"model",
"sampling_params"
]
},
{
"type": "object",
"properties": {
"type": {
"type": "string",
"const": "agent",
"default": "agent"
},
"config": {
"type": "object",
"properties": {
"sampling_params": {
"type": "object",
"properties": {
"strategy": {
"type": "string",
"enum": [
"greedy",
"top_p",
"top_k"
],
"default": "greedy"
},
"temperature": {
"type": "number",
"default": 0.0
},
"top_p": {
"type": "number",
"default": 0.95
},
"top_k": {
"type": "integer",
"default": 0
},
"max_tokens": {
"type": "integer",
"default": 0
},
"repetition_penalty": {
"type": "number",
"default": 1.0
}
},
"additionalProperties": false,
"required": [
"strategy"
]
},
"input_shields": {
"type": "array",
"items": {
"type": "string"
}
},
"output_shields": {
"type": "array",
"items": {
"type": "string"
}
},
"tools": {
"type": "array",
"items": {
"oneOf": [
{
"type": "object",
"properties": {
"input_shields": {
"type": "array",
"items": {
"type": "string"
}
},
"output_shields": {
"type": "array",
"items": {
"type": "string"
}
},
"type": {
"type": "string",
"const": "brave_search",
"default": "brave_search"
},
"api_key": {
"type": "string"
},
"engine": {
"type": "string",
"enum": [
"bing",
"brave"
],
"default": "brave"
},
"remote_execution": {
"type": "object",
"properties": {
"url": {
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
},
"method": {
"type": "string",
"enum": [
"GET",
"POST",
"PUT",
"DELETE"
]
},
"params": {
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "null"
},
{
"type": "boolean"
},
{
"type": "number"
},
{
"type": "string"
},
{
"type": "array"
},
{
"type": "object"
}
]
}
},
"headers": {
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "null"
},
{
"type": "boolean"
},
{
"type": "number"
},
{
"type": "string"
},
{
"type": "array"
},
{
"type": "object"
}
]
}
},
"body": {
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "null"
},
{
"type": "boolean"
},
{
"type": "number"
},
{
"type": "string"
},
{
"type": "array"
},
{
"type": "object"
}
]
}
}
},
"additionalProperties": false,
"required": [
"url",
"method"
]
}
},
"additionalProperties": false,
"required": [
"type",
"api_key",
"engine"
]
},
{
"type": "object",
"properties": {
"input_shields": {
"type": "array",
"items": {
"type": "string"
}
},
"output_shields": {
"type": "array",
"items": {
"type": "string"
}
},
"type": {
"type": "string",
"const": "wolfram_alpha",
"default": "wolfram_alpha"
},
"api_key": {
"type": "string"
},
"remote_execution": {
"type": "object",
"properties": {
"url": {
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
},
"method": {
"type": "string",
"enum": [
"GET",
"POST",
"PUT",
"DELETE"
]
},
"params": {
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "null"
},
{
"type": "boolean"
},
{
"type": "number"
},
{
"type": "string"
},
{
"type": "array"
},
{
"type": "object"
}
]
}
},
"headers": {
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "null"
},
{
"type": "boolean"
},
{
"type": "number"
},
{
"type": "string"
},
{
"type": "array"
},
{
"type": "object"
}
]
}
},
"body": {
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "null"
},
{
"type": "boolean"
},
{
"type": "number"
},
{
"type": "string"
},
{
"type": "array"
},
{
"type": "object"
}
]
}
}
},
"additionalProperties": false,
"required": [
"url",
"method"
]
}
},
"additionalProperties": false,
"required": [
"type",
"api_key"
]
},
{
"type": "object",
"properties": {
"input_shields": {
"type": "array",
"items": {
"type": "string"
}
},
"output_shields": {
"type": "array",
"items": {
"type": "string"
}
},
"type": {
"type": "string",
"const": "photogen",
"default": "photogen"
},
"remote_execution": {
"type": "object",
"properties": {
"url": {
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
},
"method": {
"type": "string",
"enum": [
"GET",
"POST",
"PUT",
"DELETE"
]
},
"params": {
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "null"
},
{
"type": "boolean"
},
{
"type": "number"
},
{
"type": "string"
},
{
"type": "array"
},
{
"type": "object"
}
]
}
},
"headers": {
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "null"
},
{
"type": "boolean"
},
{
"type": "number"
},
{
"type": "string"
},
{
"type": "array"
},
{
"type": "object"
}
]
}
},
"body": {
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "null"
},
{
"type": "boolean"
},
{
"type": "number"
},
{
"type": "string"
},
{
"type": "array"
},
{
"type": "object"
}
]
}
}
},
"additionalProperties": false,
"required": [
"url",
"method"
]
}
},
"additionalProperties": false,
"required": [
"type"
]
},
{
"type": "object",
"properties": {
"input_shields": {
"type": "array",
"items": {
"type": "string"
}
},
"output_shields": {
"type": "array",
"items": {
"type": "string"
}
},
"type": {
"type": "string",
"const": "code_interpreter",
"default": "code_interpreter"
},
"enable_inline_code_execution": {
"type": "boolean",
"default": true
},
"remote_execution": {
"type": "object",
"properties": {
"url": {
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
},
"method": {
"type": "string",
"enum": [
"GET",
"POST",
"PUT",
"DELETE"
]
},
"params": {
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "null"
},
{
"type": "boolean"
},
{
"type": "number"
},
{
"type": "string"
},
{
"type": "array"
},
{
"type": "object"
}
]
}
},
"headers": {
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "null"
},
{
"type": "boolean"
},
{
"type": "number"
},
{
"type": "string"
},
{
"type": "array"
},
{
"type": "object"
}
]
}
},
"body": {
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "null"
},
{
"type": "boolean"
},
{
"type": "number"
},
{
"type": "string"
},
{
"type": "array"
},
{
"type": "object"
}
]
}
}
},
"additionalProperties": false,
"required": [
"url",
"method"
]
}
},
"additionalProperties": false,
"required": [
"type",
"enable_inline_code_execution"
]
},
{
"type": "object",
"properties": {
"input_shields": {
"type": "array",
"items": {
"type": "string"
}
},
"output_shields": {
"type": "array",
"items": {
"type": "string"
}
},
"type": {
"type": "string",
"const": "function_call",
"default": "function_call"
},
"function_name": {
"type": "string"
},
"description": {
"type": "string"
},
"parameters": {
"type": "object",
"additionalProperties": {
"type": "object",
"properties": {
"param_type": {
"type": "string"
},
"description": {
"type": "string"
},
"required": {
"type": "boolean",
"default": true
},
"default": {
"oneOf": [
{
"type": "null"
},
{
"type": "boolean"
},
{
"type": "number"
},
{
"type": "string"
},
{
"type": "array"
},
{
"type": "object"
}
]
}
},
"additionalProperties": false,
"required": [
"param_type"
]
}
},
"remote_execution": {
"type": "object",
"properties": {
"url": {
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
},
"method": {
"type": "string",
"enum": [
"GET",
"POST",
"PUT",
"DELETE"
]
},
"params": {
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "null"
},
{
"type": "boolean"
},
{
"type": "number"
},
{
"type": "string"
},
{
"type": "array"
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{
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],
"default": "auto"
},
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},
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"enum": [
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"default": "greedy"
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"title": "This class represents an image object. To create"
},
{
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},
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},
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"type": "object",
"properties": {
"type": {
"type": "string",
"const": "custom",
"default": "custom"
}
},
"additionalProperties": false,
"required": [
"type"
]
}
]
},
"max_tokens_in_context": {
"type": "integer",
"default": 4096
},
"max_chunks": {
"type": "integer",
"default": 10
}
},
"additionalProperties": false,
"required": [
"type",
"memory_bank_configs",
"query_generator_config",
"max_tokens_in_context",
"max_chunks"
]
}
]
}
},
"tool_choice": {
"type": "string",
"enum": [
"auto",
"required"
],
"default": "auto"
},
"tool_prompt_format": {
"type": "string",
"enum": [
"json",
"function_tag",
"python_list"
],
"title": "This Enum refers to the prompt format for calling custom / zero shot tools",
"description": "`json` --\n Refers to the json format for calling tools.\n The json format takes the form like\n {\n \"type\": \"function\",\n \"function\" : {\n \"name\": \"function_name\",\n \"description\": \"function_description\",\n \"parameters\": {...}\n }\n }\n\n`function_tag` --\n This is an example of how you could define\n your own user defined format for making tool calls.\n The function_tag format looks like this,\n <function=function_name>(parameters)</function>\n\nThe detailed prompts for each of these formats are added to llama cli",
"default": "json"
},
"max_infer_iters": {
"type": "integer",
"default": 10
},
"model": {
"type": "string"
},
"instructions": {
"type": "string"
},
"enable_session_persistence": {
"type": "boolean"
}
},
"additionalProperties": false,
"required": [
"max_infer_iters",
"model",
"instructions",
"enable_session_persistence"
]
}
},
"additionalProperties": false,
"required": [
"type",
"config"
]
}
]
},
"scoring_params": {
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "object",
"properties": {
"type": {
"type": "string",
"const": "llm_as_judge",
"default": "llm_as_judge"
},
"judge_model": {
"type": "string"
},
"prompt_template": {
"type": "string"
},
"judge_score_regexes": {
"type": "array",
"items": {
"type": "string"
}
}
},
"additionalProperties": false,
"required": [
"type",
"judge_model"
]
},
{
"type": "object",
"properties": {
"type": {
"type": "string",
"const": "regex_parser",
"default": "regex_parser"
},
"parsing_regexes": {
"type": "array",
"items": {
"type": "string"
}
}
},
"additionalProperties": false,
"required": [
"type"
]
}
]
}
},
"num_examples": {
"type": "integer"
}
},
"additionalProperties": false,
"required": [
"type",
"eval_candidate",
"scoring_params"
]
}
]
}
},
"additionalProperties": false,
"required": [
"task_id",
"input_rows",
"scoring_functions",
"task_config"
]
},
"EvaluateResponse": {
"type": "object",
"properties": {
"generations": {
"type": "array",
"items": {
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "null"
},
{
"type": "boolean"
},
{
"type": "number"
},
{
"type": "string"
},
{
"type": "array"
},
{
"type": "object"
}
]
}
}
},
"scores": {
"type": "object",
"additionalProperties": {
"type": "object",
"properties": {
"score_rows": {
"type": "array",
"items": {
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "null"
},
{
"type": "boolean"
},
{
"type": "number"
},
{
"type": "string"
},
{
"type": "array"
},
{
"type": "object"
}
]
}
}
},
"aggregated_results": {
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "null"
},
{
"type": "boolean"
},
{
"type": "number"
},
{
"type": "string"
},
{
"type": "array"
},
{
"type": "object"
}
]
}
}
},
"additionalProperties": false,
"required": [
"score_rows",
"aggregated_results"
]
}
}
},
"additionalProperties": false,
"required": [
"generations",
"scores"
]
},
"GetAgentsSessionRequest": {
"type": "object",
"properties": {
"turn_ids": {
"type": "array",
"items": {
"type": "string"
}
}
},
"additionalProperties": false
},
"Session": {
"type": "object",
"properties": {
"session_id": {
"type": "string"
},
"session_name": {
"type": "string"
},
"turns": {
"type": "array",
"items": {
"type": "object",
"properties": {
"turn_id": {
"type": "string"
},
"session_id": {
"type": "string"
},
"input_messages": {
"type": "array",
"items": {
"oneOf": [
{
"type": "object",
"properties": {
"role": {
"type": "string",
"const": "user",
"default": "user"
},
"content": {
"oneOf": [
{
"type": "string"
},
{
"type": "object",
"properties": {
"image": {
"oneOf": [
{
"type": "object",
"properties": {
"format": {
"type": "string"
},
"format_description": {
"type": "string"
}
},
"additionalProperties": false,
"title": "This class represents an image object. To create"
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
}
]
}
},
"additionalProperties": false,
"required": [
"image"
]
},
{
"type": "array",
"items": {
"oneOf": [
{
"type": "string"
},
{
"type": "object",
"properties": {
"image": {
"oneOf": [
{
"type": "object",
"properties": {
"format": {
"type": "string"
},
"format_description": {
"type": "string"
}
},
"additionalProperties": false,
"title": "This class represents an image object. To create"
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
}
]
}
},
"additionalProperties": false,
"required": [
"image"
]
}
]
}
}
]
},
"context": {
"oneOf": [
{
"type": "string"
},
{
"type": "object",
"properties": {
"image": {
"oneOf": [
{
"type": "object",
"properties": {
"format": {
"type": "string"
},
"format_description": {
"type": "string"
}
},
"additionalProperties": false,
"title": "This class represents an image object. To create"
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
}
]
}
},
"additionalProperties": false,
"required": [
"image"
]
},
{
"type": "array",
"items": {
"oneOf": [
{
"type": "string"
},
{
"type": "object",
"properties": {
"image": {
"oneOf": [
{
"type": "object",
"properties": {
"format": {
"type": "string"
},
"format_description": {
"type": "string"
}
},
"additionalProperties": false,
"title": "This class represents an image object. To create"
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
}
]
}
},
"additionalProperties": false,
"required": [
"image"
]
}
]
}
}
]
}
},
"additionalProperties": false,
"required": [
"role",
"content"
]
},
{
"type": "object",
"properties": {
"role": {
"type": "string",
"const": "ipython",
"default": "ipython"
},
"call_id": {
"type": "string"
},
"tool_name": {
"oneOf": [
{
"type": "string",
"enum": [
"brave_search",
"wolfram_alpha",
"photogen",
"code_interpreter"
]
},
{
"type": "string"
}
]
},
"content": {
"oneOf": [
{
"type": "string"
},
{
"type": "object",
"properties": {
"image": {
"oneOf": [
{
"type": "object",
"properties": {
"format": {
"type": "string"
},
"format_description": {
"type": "string"
}
},
"additionalProperties": false,
"title": "This class represents an image object. To create"
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
}
]
}
},
"additionalProperties": false,
"required": [
"image"
]
},
{
"type": "array",
"items": {
"oneOf": [
{
"type": "string"
},
{
"type": "object",
"properties": {
"image": {
"oneOf": [
{
"type": "object",
"properties": {
"format": {
"type": "string"
},
"format_description": {
"type": "string"
}
},
"additionalProperties": false,
"title": "This class represents an image object. To create"
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
}
]
}
},
"additionalProperties": false,
"required": [
"image"
]
}
]
}
}
]
}
},
"additionalProperties": false,
"required": [
"role",
"call_id",
"tool_name",
"content"
]
}
]
}
},
"steps": {
"type": "array",
"items": {
"oneOf": [
{
"type": "object",
"properties": {
"turn_id": {
"type": "string"
},
"step_id": {
"type": "string"
},
"started_at": {
"type": "string",
"format": "date-time"
},
"completed_at": {
"type": "string",
"format": "date-time"
},
"step_type": {
"type": "string",
"const": "inference",
"default": "inference"
},
"model_response": {
"type": "object",
"properties": {
"role": {
"type": "string",
"const": "assistant",
"default": "assistant"
},
"content": {
"oneOf": [
{
"type": "string"
},
{
"type": "object",
"properties": {
"image": {
"oneOf": [
{
"type": "object",
"properties": {
"format": {
"type": "string"
},
"format_description": {
"type": "string"
}
},
"additionalProperties": false,
"title": "This class represents an image object. To create"
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
}
]
}
},
"additionalProperties": false,
"required": [
"image"
]
},
{
"type": "array",
"items": {
"oneOf": [
{
"type": "string"
},
{
"type": "object",
"properties": {
"image": {
"oneOf": [
{
"type": "object",
"properties": {
"format": {
"type": "string"
},
"format_description": {
"type": "string"
}
},
"additionalProperties": false,
"title": "This class represents an image object. To create"
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
}
]
}
},
"additionalProperties": false,
"required": [
"image"
]
}
]
}
}
]
},
"stop_reason": {
"type": "string",
"enum": [
"end_of_turn",
"end_of_message",
"out_of_tokens"
]
},
"tool_calls": {
"type": "array",
"items": {
"type": "object",
"properties": {
"call_id": {
"type": "string"
},
"tool_name": {
"oneOf": [
{
"type": "string",
"enum": [
"brave_search",
"wolfram_alpha",
"photogen",
"code_interpreter"
]
},
{
"type": "string"
}
]
},
"arguments": {
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "string"
},
{
"type": "integer"
},
{
"type": "number"
},
{
"type": "boolean"
},
{
"type": "null"
},
{
"type": "array",
"items": {
"oneOf": [
{
"type": "string"
},
{
"type": "integer"
},
{
"type": "number"
},
{
"type": "boolean"
},
{
"type": "null"
}
]
}
},
{
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "string"
},
{
"type": "integer"
},
{
"type": "number"
},
{
"type": "boolean"
},
{
"type": "null"
}
]
}
}
]
}
}
},
"additionalProperties": false,
"required": [
"call_id",
"tool_name",
"arguments"
]
}
}
},
"additionalProperties": false,
"required": [
"role",
"content",
"stop_reason",
"tool_calls"
]
}
},
"additionalProperties": false,
"required": [
"turn_id",
"step_id",
"step_type",
"model_response"
]
},
{
"type": "object",
"properties": {
"turn_id": {
"type": "string"
},
"step_id": {
"type": "string"
},
"started_at": {
"type": "string",
"format": "date-time"
},
"completed_at": {
"type": "string",
"format": "date-time"
},
"step_type": {
"type": "string",
"const": "tool_execution",
"default": "tool_execution"
},
"tool_calls": {
"type": "array",
"items": {
"type": "object",
"properties": {
"call_id": {
"type": "string"
},
"tool_name": {
"oneOf": [
{
"type": "string",
"enum": [
"brave_search",
"wolfram_alpha",
"photogen",
"code_interpreter"
]
},
{
"type": "string"
}
]
},
"arguments": {
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "string"
},
{
"type": "integer"
},
{
"type": "number"
},
{
"type": "boolean"
},
{
"type": "null"
},
{
"type": "array",
"items": {
"oneOf": [
{
"type": "string"
},
{
"type": "integer"
},
{
"type": "number"
},
{
"type": "boolean"
},
{
"type": "null"
}
]
}
},
{
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "string"
},
{
"type": "integer"
},
{
"type": "number"
},
{
"type": "boolean"
},
{
"type": "null"
}
]
}
}
]
}
}
},
"additionalProperties": false,
"required": [
"call_id",
"tool_name",
"arguments"
]
}
},
"tool_responses": {
"type": "array",
"items": {
"type": "object",
"properties": {
"call_id": {
"type": "string"
},
"tool_name": {
"oneOf": [
{
"type": "string",
"enum": [
"brave_search",
"wolfram_alpha",
"photogen",
"code_interpreter"
]
},
{
"type": "string"
}
]
},
"content": {
"oneOf": [
{
"type": "string"
},
{
"type": "object",
"properties": {
"image": {
"oneOf": [
{
"type": "object",
"properties": {
"format": {
"type": "string"
},
"format_description": {
"type": "string"
}
},
"additionalProperties": false,
"title": "This class represents an image object. To create"
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
}
]
}
},
"additionalProperties": false,
"required": [
"image"
]
},
{
"type": "array",
"items": {
"oneOf": [
{
"type": "string"
},
{
"type": "object",
"properties": {
"image": {
"oneOf": [
{
"type": "object",
"properties": {
"format": {
"type": "string"
},
"format_description": {
"type": "string"
}
},
"additionalProperties": false,
"title": "This class represents an image object. To create"
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
}
]
}
},
"additionalProperties": false,
"required": [
"image"
]
}
]
}
}
]
}
},
"additionalProperties": false,
"required": [
"call_id",
"tool_name",
"content"
]
}
}
},
"additionalProperties": false,
"required": [
"turn_id",
"step_id",
"step_type",
"tool_calls",
"tool_responses"
]
},
{
"type": "object",
"properties": {
"turn_id": {
"type": "string"
},
"step_id": {
"type": "string"
},
"started_at": {
"type": "string",
"format": "date-time"
},
"completed_at": {
"type": "string",
"format": "date-time"
},
"step_type": {
"type": "string",
"const": "shield_call",
"default": "shield_call"
},
"violation": {
"type": "object",
"properties": {
"violation_level": {
"type": "string",
"enum": [
"info",
"warn",
"error"
]
},
"user_message": {
"type": "string"
},
"metadata": {
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "null"
},
{
"type": "boolean"
},
{
"type": "number"
},
{
"type": "string"
},
{
"type": "array"
},
{
"type": "object"
}
]
}
}
},
"additionalProperties": false,
"required": [
"violation_level",
"metadata"
]
}
},
"additionalProperties": false,
"required": [
"turn_id",
"step_id",
"step_type"
]
},
{
"type": "object",
"properties": {
"turn_id": {
"type": "string"
},
"step_id": {
"type": "string"
},
"started_at": {
"type": "string",
"format": "date-time"
},
"completed_at": {
"type": "string",
"format": "date-time"
},
"step_type": {
"type": "string",
"const": "memory_retrieval",
"default": "memory_retrieval"
},
"memory_bank_ids": {
"type": "array",
"items": {
"type": "string"
}
},
"inserted_context": {
"oneOf": [
{
"type": "string"
},
{
"type": "object",
"properties": {
"image": {
"oneOf": [
{
"type": "object",
"properties": {
"format": {
"type": "string"
},
"format_description": {
"type": "string"
}
},
"additionalProperties": false,
"title": "This class represents an image object. To create"
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
}
]
}
},
"additionalProperties": false,
"required": [
"image"
]
},
{
"type": "array",
"items": {
"oneOf": [
{
"type": "string"
},
{
"type": "object",
"properties": {
"image": {
"oneOf": [
{
"type": "object",
"properties": {
"format": {
"type": "string"
},
"format_description": {
"type": "string"
}
},
"additionalProperties": false,
"title": "This class represents an image object. To create"
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
}
]
}
},
"additionalProperties": false,
"required": [
"image"
]
}
]
}
}
]
}
},
"additionalProperties": false,
"required": [
"turn_id",
"step_id",
"step_type",
"memory_bank_ids",
"inserted_context"
]
}
]
}
},
"output_message": {
"type": "object",
"properties": {
"role": {
"type": "string",
"const": "assistant",
"default": "assistant"
},
"content": {
"oneOf": [
{
"type": "string"
},
{
"type": "object",
"properties": {
"image": {
"oneOf": [
{
"type": "object",
"properties": {
"format": {
"type": "string"
},
"format_description": {
"type": "string"
}
},
"additionalProperties": false,
"title": "This class represents an image object. To create"
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
}
]
}
},
"additionalProperties": false,
"required": [
"image"
]
},
{
"type": "array",
"items": {
"oneOf": [
{
"type": "string"
},
{
"type": "object",
"properties": {
"image": {
"oneOf": [
{
"type": "object",
"properties": {
"format": {
"type": "string"
},
"format_description": {
"type": "string"
}
},
"additionalProperties": false,
"title": "This class represents an image object. To create"
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
}
]
}
},
"additionalProperties": false,
"required": [
"image"
]
}
]
}
}
]
},
"stop_reason": {
"type": "string",
"enum": [
"end_of_turn",
"end_of_message",
"out_of_tokens"
]
},
"tool_calls": {
"type": "array",
"items": {
"type": "object",
"properties": {
"call_id": {
"type": "string"
},
"tool_name": {
"oneOf": [
{
"type": "string",
"enum": [
"brave_search",
"wolfram_alpha",
"photogen",
"code_interpreter"
]
},
{
"type": "string"
}
]
},
"arguments": {
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "string"
},
{
"type": "integer"
},
{
"type": "number"
},
{
"type": "boolean"
},
{
"type": "null"
},
{
"type": "array",
"items": {
"oneOf": [
{
"type": "string"
},
{
"type": "integer"
},
{
"type": "number"
},
{
"type": "boolean"
},
{
"type": "null"
}
]
}
},
{
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "string"
},
{
"type": "integer"
},
{
"type": "number"
},
{
"type": "boolean"
},
{
"type": "null"
}
]
}
}
]
}
}
},
"additionalProperties": false,
"required": [
"call_id",
"tool_name",
"arguments"
]
}
}
},
"additionalProperties": false,
"required": [
"role",
"content",
"stop_reason",
"tool_calls"
]
},
"output_attachments": {
"type": "array",
"items": {
"type": "object",
"properties": {
"content": {
"oneOf": [
{
"type": "string"
},
{
"type": "object",
"properties": {
"image": {
"oneOf": [
{
"type": "object",
"properties": {
"format": {
"type": "string"
},
"format_description": {
"type": "string"
}
},
"additionalProperties": false,
"title": "This class represents an image object. To create"
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
}
]
}
},
"additionalProperties": false,
"required": [
"image"
]
},
{
"type": "array",
"items": {
"oneOf": [
{
"type": "string"
},
{
"type": "object",
"properties": {
"image": {
"oneOf": [
{
"type": "object",
"properties": {
"format": {
"type": "string"
},
"format_description": {
"type": "string"
}
},
"additionalProperties": false,
"title": "This class represents an image object. To create"
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
}
]
}
},
"additionalProperties": false,
"required": [
"image"
]
}
]
}
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
}
]
},
"mime_type": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"content",
"mime_type"
]
}
},
"started_at": {
"type": "string",
"format": "date-time"
},
"completed_at": {
"type": "string",
"format": "date-time"
}
},
"additionalProperties": false,
"required": [
"turn_id",
"session_id",
"input_messages",
"steps",
"output_message",
"output_attachments",
"started_at"
],
"title": "A single turn in an interaction with an Agentic System."
}
},
"started_at": {
"type": "string",
"format": "date-time"
},
"memory_bank": {
"oneOf": [
{
"type": "object",
"properties": {
"identifier": {
"type": "string"
},
"provider_resource_id": {
"type": "string"
},
"provider_id": {
"type": "string"
},
"type": {
"type": "string",
"const": "memory_bank",
"default": "memory_bank"
},
"memory_bank_type": {
"type": "string",
"const": "vector",
"default": "vector"
},
"embedding_model": {
"type": "string"
},
"chunk_size_in_tokens": {
"type": "integer"
},
"overlap_size_in_tokens": {
"type": "integer"
}
},
"additionalProperties": false,
"required": [
"identifier",
"provider_resource_id",
"provider_id",
"type",
"memory_bank_type",
"embedding_model",
"chunk_size_in_tokens"
]
},
{
"type": "object",
"properties": {
"identifier": {
"type": "string"
},
"provider_resource_id": {
"type": "string"
},
"provider_id": {
"type": "string"
},
"type": {
"type": "string",
"const": "memory_bank",
"default": "memory_bank"
},
"memory_bank_type": {
"type": "string",
"const": "keyvalue",
"default": "keyvalue"
}
},
"additionalProperties": false,
"required": [
"identifier",
"provider_resource_id",
"provider_id",
"type",
"memory_bank_type"
]
},
{
"type": "object",
"properties": {
"identifier": {
"type": "string"
},
"provider_resource_id": {
"type": "string"
},
"provider_id": {
"type": "string"
},
"type": {
"type": "string",
"const": "memory_bank",
"default": "memory_bank"
},
"memory_bank_type": {
"type": "string",
"const": "keyword",
"default": "keyword"
}
},
"additionalProperties": false,
"required": [
"identifier",
"provider_resource_id",
"provider_id",
"type",
"memory_bank_type"
]
},
{
"type": "object",
"properties": {
"identifier": {
"type": "string"
},
"provider_resource_id": {
"type": "string"
},
"provider_id": {
"type": "string"
},
"type": {
"type": "string",
"const": "memory_bank",
"default": "memory_bank"
},
"memory_bank_type": {
"type": "string",
"const": "graph",
"default": "graph"
}
},
"additionalProperties": false,
"required": [
"identifier",
"provider_resource_id",
"provider_id",
"type",
"memory_bank_type"
]
}
]
}
},
"additionalProperties": false,
"required": [
"session_id",
"session_name",
"turns",
"started_at"
],
"title": "A single session of an interaction with an Agentic System."
},
"AgentStepResponse": {
"type": "object",
"properties": {
"step": {
"oneOf": [
{
"type": "object",
"properties": {
"turn_id": {
"type": "string"
},
"step_id": {
"type": "string"
},
"started_at": {
"type": "string",
"format": "date-time"
},
"completed_at": {
"type": "string",
"format": "date-time"
},
"step_type": {
"type": "string",
"const": "inference",
"default": "inference"
},
"model_response": {
"type": "object",
"properties": {
"role": {
"type": "string",
"const": "assistant",
"default": "assistant"
},
"content": {
"oneOf": [
{
"type": "string"
},
{
"type": "object",
"properties": {
"image": {
"oneOf": [
{
"type": "object",
"properties": {
"format": {
"type": "string"
},
"format_description": {
"type": "string"
}
},
"additionalProperties": false,
"title": "This class represents an image object. To create"
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
}
]
}
},
"additionalProperties": false,
"required": [
"image"
]
},
{
"type": "array",
"items": {
"oneOf": [
{
"type": "string"
},
{
"type": "object",
"properties": {
"image": {
"oneOf": [
{
"type": "object",
"properties": {
"format": {
"type": "string"
},
"format_description": {
"type": "string"
}
},
"additionalProperties": false,
"title": "This class represents an image object. To create"
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
}
]
}
},
"additionalProperties": false,
"required": [
"image"
]
}
]
}
}
]
},
"stop_reason": {
"type": "string",
"enum": [
"end_of_turn",
"end_of_message",
"out_of_tokens"
]
},
"tool_calls": {
"type": "array",
"items": {
"type": "object",
"properties": {
"call_id": {
"type": "string"
},
"tool_name": {
"oneOf": [
{
"type": "string",
"enum": [
"brave_search",
"wolfram_alpha",
"photogen",
"code_interpreter"
]
},
{
"type": "string"
}
]
},
"arguments": {
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "string"
},
{
"type": "integer"
},
{
"type": "number"
},
{
"type": "boolean"
},
{
"type": "null"
},
{
"type": "array",
"items": {
"oneOf": [
{
"type": "string"
},
{
"type": "integer"
},
{
"type": "number"
},
{
"type": "boolean"
},
{
"type": "null"
}
]
}
},
{
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "string"
},
{
"type": "integer"
},
{
"type": "number"
},
{
"type": "boolean"
},
{
"type": "null"
}
]
}
}
]
}
}
},
"additionalProperties": false,
"required": [
"call_id",
"tool_name",
"arguments"
]
}
}
},
"additionalProperties": false,
"required": [
"role",
"content",
"stop_reason",
"tool_calls"
]
}
},
"additionalProperties": false,
"required": [
"turn_id",
"step_id",
"step_type",
"model_response"
]
},
{
"type": "object",
"properties": {
"turn_id": {
"type": "string"
},
"step_id": {
"type": "string"
},
"started_at": {
"type": "string",
"format": "date-time"
},
"completed_at": {
"type": "string",
"format": "date-time"
},
"step_type": {
"type": "string",
"const": "tool_execution",
"default": "tool_execution"
},
"tool_calls": {
"type": "array",
"items": {
"type": "object",
"properties": {
"call_id": {
"type": "string"
},
"tool_name": {
"oneOf": [
{
"type": "string",
"enum": [
"brave_search",
"wolfram_alpha",
"photogen",
"code_interpreter"
]
},
{
"type": "string"
}
]
},
"arguments": {
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "string"
},
{
"type": "integer"
},
{
"type": "number"
},
{
"type": "boolean"
},
{
"type": "null"
},
{
"type": "array",
"items": {
"oneOf": [
{
"type": "string"
},
{
"type": "integer"
},
{
"type": "number"
},
{
"type": "boolean"
},
{
"type": "null"
}
]
}
},
{
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "string"
},
{
"type": "integer"
},
{
"type": "number"
},
{
"type": "boolean"
},
{
"type": "null"
}
]
}
}
]
}
}
},
"additionalProperties": false,
"required": [
"call_id",
"tool_name",
"arguments"
]
}
},
"tool_responses": {
"type": "array",
"items": {
"type": "object",
"properties": {
"call_id": {
"type": "string"
},
"tool_name": {
"oneOf": [
{
"type": "string",
"enum": [
"brave_search",
"wolfram_alpha",
"photogen",
"code_interpreter"
]
},
{
"type": "string"
}
]
},
"content": {
"oneOf": [
{
"type": "string"
},
{
"type": "object",
"properties": {
"image": {
"oneOf": [
{
"type": "object",
"properties": {
"format": {
"type": "string"
},
"format_description": {
"type": "string"
}
},
"additionalProperties": false,
"title": "This class represents an image object. To create"
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
}
]
}
},
"additionalProperties": false,
"required": [
"image"
]
},
{
"type": "array",
"items": {
"oneOf": [
{
"type": "string"
},
{
"type": "object",
"properties": {
"image": {
"oneOf": [
{
"type": "object",
"properties": {
"format": {
"type": "string"
},
"format_description": {
"type": "string"
}
},
"additionalProperties": false,
"title": "This class represents an image object. To create"
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
}
]
}
},
"additionalProperties": false,
"required": [
"image"
]
}
]
}
}
]
}
},
"additionalProperties": false,
"required": [
"call_id",
"tool_name",
"content"
]
}
}
},
"additionalProperties": false,
"required": [
"turn_id",
"step_id",
"step_type",
"tool_calls",
"tool_responses"
]
},
{
"type": "object",
"properties": {
"turn_id": {
"type": "string"
},
"step_id": {
"type": "string"
},
"started_at": {
"type": "string",
"format": "date-time"
},
"completed_at": {
"type": "string",
"format": "date-time"
},
"step_type": {
"type": "string",
"const": "shield_call",
"default": "shield_call"
},
"violation": {
"type": "object",
"properties": {
"violation_level": {
"type": "string",
"enum": [
"info",
"warn",
"error"
]
},
"user_message": {
"type": "string"
},
"metadata": {
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "null"
},
{
"type": "boolean"
},
{
"type": "number"
},
{
"type": "string"
},
{
"type": "array"
},
{
"type": "object"
}
]
}
}
},
"additionalProperties": false,
"required": [
"violation_level",
"metadata"
]
}
},
"additionalProperties": false,
"required": [
"turn_id",
"step_id",
"step_type"
]
},
{
"type": "object",
"properties": {
"turn_id": {
"type": "string"
},
"step_id": {
"type": "string"
},
"started_at": {
"type": "string",
"format": "date-time"
},
"completed_at": {
"type": "string",
"format": "date-time"
},
"step_type": {
"type": "string",
"const": "memory_retrieval",
"default": "memory_retrieval"
},
"memory_bank_ids": {
"type": "array",
"items": {
"type": "string"
}
},
"inserted_context": {
"oneOf": [
{
"type": "string"
},
{
"type": "object",
"properties": {
"image": {
"oneOf": [
{
"type": "object",
"properties": {
"format": {
"type": "string"
},
"format_description": {
"type": "string"
}
},
"additionalProperties": false,
"title": "This class represents an image object. To create"
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
}
]
}
},
"additionalProperties": false,
"required": [
"image"
]
},
{
"type": "array",
"items": {
"oneOf": [
{
"type": "string"
},
{
"type": "object",
"properties": {
"image": {
"oneOf": [
{
"type": "object",
"properties": {
"format": {
"type": "string"
},
"format_description": {
"type": "string"
}
},
"additionalProperties": false,
"title": "This class represents an image object. To create"
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
}
]
}
},
"additionalProperties": false,
"required": [
"image"
]
}
]
}
}
]
}
},
"additionalProperties": false,
"required": [
"turn_id",
"step_id",
"step_type",
"memory_bank_ids",
"inserted_context"
]
}
]
}
},
"additionalProperties": false,
"required": [
"step"
]
},
"Turn": {
"type": "object",
"properties": {
"turn_id": {
"type": "string"
},
"session_id": {
"type": "string"
},
"input_messages": {
"type": "array",
"items": {
"oneOf": [
{
"type": "object",
"properties": {
"role": {
"type": "string",
"const": "user",
"default": "user"
},
"content": {
"oneOf": [
{
"type": "string"
},
{
"type": "object",
"properties": {
"image": {
"oneOf": [
{
"type": "object",
"properties": {
"format": {
"type": "string"
},
"format_description": {
"type": "string"
}
},
"additionalProperties": false,
"title": "This class represents an image object. To create"
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
}
]
}
},
"additionalProperties": false,
"required": [
"image"
]
},
{
"type": "array",
"items": {
"oneOf": [
{
"type": "string"
},
{
"type": "object",
"properties": {
"image": {
"oneOf": [
{
"type": "object",
"properties": {
"format": {
"type": "string"
},
"format_description": {
"type": "string"
}
},
"additionalProperties": false,
"title": "This class represents an image object. To create"
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
}
]
}
},
"additionalProperties": false,
"required": [
"image"
]
}
]
}
}
]
},
"context": {
"oneOf": [
{
"type": "string"
},
{
"type": "object",
"properties": {
"image": {
"oneOf": [
{
"type": "object",
"properties": {
"format": {
"type": "string"
},
"format_description": {
"type": "string"
}
},
"additionalProperties": false,
"title": "This class represents an image object. To create"
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
}
]
}
},
"additionalProperties": false,
"required": [
"image"
]
},
{
"type": "array",
"items": {
"oneOf": [
{
"type": "string"
},
{
"type": "object",
"properties": {
"image": {
"oneOf": [
{
"type": "object",
"properties": {
"format": {
"type": "string"
},
"format_description": {
"type": "string"
}
},
"additionalProperties": false,
"title": "This class represents an image object. To create"
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
}
]
}
},
"additionalProperties": false,
"required": [
"image"
]
}
]
}
}
]
}
},
"additionalProperties": false,
"required": [
"role",
"content"
]
},
{
"type": "object",
"properties": {
"role": {
"type": "string",
"const": "ipython",
"default": "ipython"
},
"call_id": {
"type": "string"
},
"tool_name": {
"oneOf": [
{
"type": "string",
"enum": [
"brave_search",
"wolfram_alpha",
"photogen",
"code_interpreter"
]
},
{
"type": "string"
}
]
},
"content": {
"oneOf": [
{
"type": "string"
},
{
"type": "object",
"properties": {
"image": {
"oneOf": [
{
"type": "object",
"properties": {
"format": {
"type": "string"
},
"format_description": {
"type": "string"
}
},
"additionalProperties": false,
"title": "This class represents an image object. To create"
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
}
]
}
},
"additionalProperties": false,
"required": [
"image"
]
},
{
"type": "array",
"items": {
"oneOf": [
{
"type": "string"
},
{
"type": "object",
"properties": {
"image": {
"oneOf": [
{
"type": "object",
"properties": {
"format": {
"type": "string"
},
"format_description": {
"type": "string"
}
},
"additionalProperties": false,
"title": "This class represents an image object. To create"
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
}
]
}
},
"additionalProperties": false,
"required": [
"image"
]
}
]
}
}
]
}
},
"additionalProperties": false,
"required": [
"role",
"call_id",
"tool_name",
"content"
]
}
]
}
},
"steps": {
"type": "array",
"items": {
"oneOf": [
{
"type": "object",
"properties": {
"turn_id": {
"type": "string"
},
"step_id": {
"type": "string"
},
"started_at": {
"type": "string",
"format": "date-time"
},
"completed_at": {
"type": "string",
"format": "date-time"
},
"step_type": {
"type": "string",
"const": "inference",
"default": "inference"
},
"model_response": {
"type": "object",
"properties": {
"role": {
"type": "string",
"const": "assistant",
"default": "assistant"
},
"content": {
"oneOf": [
{
"type": "string"
},
{
"type": "object",
"properties": {
"image": {
"oneOf": [
{
"type": "object",
"properties": {
"format": {
"type": "string"
},
"format_description": {
"type": "string"
}
},
"additionalProperties": false,
"title": "This class represents an image object. To create"
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
}
]
}
},
"additionalProperties": false,
"required": [
"image"
]
},
{
"type": "array",
"items": {
"oneOf": [
{
"type": "string"
},
{
"type": "object",
"properties": {
"image": {
"oneOf": [
{
"type": "object",
"properties": {
"format": {
"type": "string"
},
"format_description": {
"type": "string"
}
},
"additionalProperties": false,
"title": "This class represents an image object. To create"
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
}
]
}
},
"additionalProperties": false,
"required": [
"image"
]
}
]
}
}
]
},
"stop_reason": {
"type": "string",
"enum": [
"end_of_turn",
"end_of_message",
"out_of_tokens"
]
},
"tool_calls": {
"type": "array",
"items": {
"type": "object",
"properties": {
"call_id": {
"type": "string"
},
"tool_name": {
"oneOf": [
{
"type": "string",
"enum": [
"brave_search",
"wolfram_alpha",
"photogen",
"code_interpreter"
]
},
{
"type": "string"
}
]
},
"arguments": {
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "string"
},
{
"type": "integer"
},
{
"type": "number"
},
{
"type": "boolean"
},
{
"type": "null"
},
{
"type": "array",
"items": {
"oneOf": [
{
"type": "string"
},
{
"type": "integer"
},
{
"type": "number"
},
{
"type": "boolean"
},
{
"type": "null"
}
]
}
},
{
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "string"
},
{
"type": "integer"
},
{
"type": "number"
},
{
"type": "boolean"
},
{
"type": "null"
}
]
}
}
]
}
}
},
"additionalProperties": false,
"required": [
"call_id",
"tool_name",
"arguments"
]
}
}
},
"additionalProperties": false,
"required": [
"role",
"content",
"stop_reason",
"tool_calls"
]
}
},
"additionalProperties": false,
"required": [
"turn_id",
"step_id",
"step_type",
"model_response"
]
},
{
"type": "object",
"properties": {
"turn_id": {
"type": "string"
},
"step_id": {
"type": "string"
},
"started_at": {
"type": "string",
"format": "date-time"
},
"completed_at": {
"type": "string",
"format": "date-time"
},
"step_type": {
"type": "string",
"const": "tool_execution",
"default": "tool_execution"
},
"tool_calls": {
"type": "array",
"items": {
"type": "object",
"properties": {
"call_id": {
"type": "string"
},
"tool_name": {
"oneOf": [
{
"type": "string",
"enum": [
"brave_search",
"wolfram_alpha",
"photogen",
"code_interpreter"
]
},
{
"type": "string"
}
]
},
"arguments": {
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "string"
},
{
"type": "integer"
},
{
"type": "number"
},
{
"type": "boolean"
},
{
"type": "null"
},
{
"type": "array",
"items": {
"oneOf": [
{
"type": "string"
},
{
"type": "integer"
},
{
"type": "number"
},
{
"type": "boolean"
},
{
"type": "null"
}
]
}
},
{
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "string"
},
{
"type": "integer"
},
{
"type": "number"
},
{
"type": "boolean"
},
{
"type": "null"
}
]
}
}
]
}
}
},
"additionalProperties": false,
"required": [
"call_id",
"tool_name",
"arguments"
]
}
},
"tool_responses": {
"type": "array",
"items": {
"type": "object",
"properties": {
"call_id": {
"type": "string"
},
"tool_name": {
"oneOf": [
{
"type": "string",
"enum": [
"brave_search",
"wolfram_alpha",
"photogen",
"code_interpreter"
]
},
{
"type": "string"
}
]
},
"content": {
"oneOf": [
{
"type": "string"
},
{
"type": "object",
"properties": {
"image": {
"oneOf": [
{
"type": "object",
"properties": {
"format": {
"type": "string"
},
"format_description": {
"type": "string"
}
},
"additionalProperties": false,
"title": "This class represents an image object. To create"
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
}
]
}
},
"additionalProperties": false,
"required": [
"image"
]
},
{
"type": "array",
"items": {
"oneOf": [
{
"type": "string"
},
{
"type": "object",
"properties": {
"image": {
"oneOf": [
{
"type": "object",
"properties": {
"format": {
"type": "string"
},
"format_description": {
"type": "string"
}
},
"additionalProperties": false,
"title": "This class represents an image object. To create"
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
}
]
}
},
"additionalProperties": false,
"required": [
"image"
]
}
]
}
}
]
}
},
"additionalProperties": false,
"required": [
"call_id",
"tool_name",
"content"
]
}
}
},
"additionalProperties": false,
"required": [
"turn_id",
"step_id",
"step_type",
"tool_calls",
"tool_responses"
]
},
{
"type": "object",
"properties": {
"turn_id": {
"type": "string"
},
"step_id": {
"type": "string"
},
"started_at": {
"type": "string",
"format": "date-time"
},
"completed_at": {
"type": "string",
"format": "date-time"
},
"step_type": {
"type": "string",
"const": "shield_call",
"default": "shield_call"
},
"violation": {
"type": "object",
"properties": {
"violation_level": {
"type": "string",
"enum": [
"info",
"warn",
"error"
]
},
"user_message": {
"type": "string"
},
"metadata": {
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "null"
},
{
"type": "boolean"
},
{
"type": "number"
},
{
"type": "string"
},
{
"type": "array"
},
{
"type": "object"
}
]
}
}
},
"additionalProperties": false,
"required": [
"violation_level",
"metadata"
]
}
},
"additionalProperties": false,
"required": [
"turn_id",
"step_id",
"step_type"
]
},
{
"type": "object",
"properties": {
"turn_id": {
"type": "string"
},
"step_id": {
"type": "string"
},
"started_at": {
"type": "string",
"format": "date-time"
},
"completed_at": {
"type": "string",
"format": "date-time"
},
"step_type": {
"type": "string",
"const": "memory_retrieval",
"default": "memory_retrieval"
},
"memory_bank_ids": {
"type": "array",
"items": {
"type": "string"
}
},
"inserted_context": {
"oneOf": [
{
"type": "string"
},
{
"type": "object",
"properties": {
"image": {
"oneOf": [
{
"type": "object",
"properties": {
"format": {
"type": "string"
},
"format_description": {
"type": "string"
}
},
"additionalProperties": false,
"title": "This class represents an image object. To create"
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
}
]
}
},
"additionalProperties": false,
"required": [
"image"
]
},
{
"type": "array",
"items": {
"oneOf": [
{
"type": "string"
},
{
"type": "object",
"properties": {
"image": {
"oneOf": [
{
"type": "object",
"properties": {
"format": {
"type": "string"
},
"format_description": {
"type": "string"
}
},
"additionalProperties": false,
"title": "This class represents an image object. To create"
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
}
]
}
},
"additionalProperties": false,
"required": [
"image"
]
}
]
}
}
]
}
},
"additionalProperties": false,
"required": [
"turn_id",
"step_id",
"step_type",
"memory_bank_ids",
"inserted_context"
]
}
]
}
},
"output_message": {
"type": "object",
"properties": {
"role": {
"type": "string",
"const": "assistant",
"default": "assistant"
},
"content": {
"oneOf": [
{
"type": "string"
},
{
"type": "object",
"properties": {
"image": {
"oneOf": [
{
"type": "object",
"properties": {
"format": {
"type": "string"
},
"format_description": {
"type": "string"
}
},
"additionalProperties": false,
"title": "This class represents an image object. To create"
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
}
]
}
},
"additionalProperties": false,
"required": [
"image"
]
},
{
"type": "array",
"items": {
"oneOf": [
{
"type": "string"
},
{
"type": "object",
"properties": {
"image": {
"oneOf": [
{
"type": "object",
"properties": {
"format": {
"type": "string"
},
"format_description": {
"type": "string"
}
},
"additionalProperties": false,
"title": "This class represents an image object. To create"
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
}
]
}
},
"additionalProperties": false,
"required": [
"image"
]
}
]
}
}
]
},
"stop_reason": {
"type": "string",
"enum": [
"end_of_turn",
"end_of_message",
"out_of_tokens"
]
},
"tool_calls": {
"type": "array",
"items": {
"type": "object",
"properties": {
"call_id": {
"type": "string"
},
"tool_name": {
"oneOf": [
{
"type": "string",
"enum": [
"brave_search",
"wolfram_alpha",
"photogen",
"code_interpreter"
]
},
{
"type": "string"
}
]
},
"arguments": {
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "string"
},
{
"type": "integer"
},
{
"type": "number"
},
{
"type": "boolean"
},
{
"type": "null"
},
{
"type": "array",
"items": {
"oneOf": [
{
"type": "string"
},
{
"type": "integer"
},
{
"type": "number"
},
{
"type": "boolean"
},
{
"type": "null"
}
]
}
},
{
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "string"
},
{
"type": "integer"
},
{
"type": "number"
},
{
"type": "boolean"
},
{
"type": "null"
}
]
}
}
]
}
}
},
"additionalProperties": false,
"required": [
"call_id",
"tool_name",
"arguments"
]
}
}
},
"additionalProperties": false,
"required": [
"role",
"content",
"stop_reason",
"tool_calls"
]
},
"output_attachments": {
"type": "array",
"items": {
"type": "object",
"properties": {
"content": {
"oneOf": [
{
"type": "string"
},
{
"type": "object",
"properties": {
"image": {
"oneOf": [
{
"type": "object",
"properties": {
"format": {
"type": "string"
},
"format_description": {
"type": "string"
}
},
"additionalProperties": false,
"title": "This class represents an image object. To create"
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
}
]
}
},
"additionalProperties": false,
"required": [
"image"
]
},
{
"type": "array",
"items": {
"oneOf": [
{
"type": "string"
},
{
"type": "object",
"properties": {
"image": {
"oneOf": [
{
"type": "object",
"properties": {
"format": {
"type": "string"
},
"format_description": {
"type": "string"
}
},
"additionalProperties": false,
"title": "This class represents an image object. To create"
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
}
]
}
},
"additionalProperties": false,
"required": [
"image"
]
}
]
}
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
}
]
},
"mime_type": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"content",
"mime_type"
]
}
},
"started_at": {
"type": "string",
"format": "date-time"
},
"completed_at": {
"type": "string",
"format": "date-time"
}
},
"additionalProperties": false,
"required": [
"turn_id",
"session_id",
"input_messages",
"steps",
"output_message",
"output_attachments",
"started_at"
],
"title": "A single turn in an interaction with an Agentic System."
},
"PaginatedRowsResult": {
"type": "object",
"properties": {
"rows": {
"type": "array",
"items": {
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "null"
},
{
"type": "boolean"
},
{
"type": "number"
},
{
"type": "string"
},
{
"type": "array"
},
{
"type": "object"
}
]
}
}
},
"total_count": {
"type": "integer"
},
"next_page_token": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"rows",
"total_count"
]
},
"Trace": {
"type": "object",
"properties": {
"trace_id": {
"type": "string"
},
"root_span_id": {
"type": "string"
},
"start_time": {
"type": "string",
"format": "date-time"
},
"end_time": {
"type": "string",
"format": "date-time"
}
},
"additionalProperties": false,
"required": [
"trace_id",
"root_span_id",
"start_time"
]
},
"PostTrainingJobArtifactsResponse": {
"type": "object",
"properties": {
"job_uuid": {
"type": "string"
},
"checkpoints": {
"type": "array",
"items": {
"type": "object",
"properties": {
"iters": {
"type": "integer"
},
"path": {
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
},
"epoch": {
"type": "integer"
}
},
"additionalProperties": false,
"required": [
"iters",
"path",
"epoch"
]
}
}
},
"additionalProperties": false,
"required": [
"job_uuid",
"checkpoints"
],
"title": "Artifacts of a finetuning job."
},
"PostTrainingJobLogStream": {
"type": "object",
"properties": {
"job_uuid": {
"type": "string"
},
"log_lines": {
"type": "array",
"items": {
"type": "string"
}
}
},
"additionalProperties": false,
"required": [
"job_uuid",
"log_lines"
],
"title": "Stream of logs from a finetuning job."
},
"PostTrainingJobStatusResponse": {
"type": "object",
"properties": {
"job_uuid": {
"type": "string"
},
"status": {
"type": "string",
"enum": [
"running",
"completed",
"failed",
"scheduled"
]
},
"scheduled_at": {
"type": "string",
"format": "date-time"
},
"started_at": {
"type": "string",
"format": "date-time"
},
"completed_at": {
"type": "string",
"format": "date-time"
},
"resources_allocated": {
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "null"
},
{
"type": "boolean"
},
{
"type": "number"
},
{
"type": "string"
},
{
"type": "array"
},
{
"type": "object"
}
]
}
},
"checkpoints": {
"type": "array",
"items": {
"type": "object",
"properties": {
"iters": {
"type": "integer"
},
"path": {
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
},
"epoch": {
"type": "integer"
}
},
"additionalProperties": false,
"required": [
"iters",
"path",
"epoch"
]
}
}
},
"additionalProperties": false,
"required": [
"job_uuid",
"status",
"checkpoints"
],
"title": "Status of a finetuning job."
},
"PostTrainingJob": {
"type": "object",
"properties": {
"job_uuid": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"job_uuid"
]
},
"HealthInfo": {
"type": "object",
"properties": {
"status": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"status"
]
},
"InsertDocumentsRequest": {
"type": "object",
"properties": {
"bank_id": {
"type": "string"
},
"documents": {
"type": "array",
"items": {
"type": "object",
"properties": {
"document_id": {
"type": "string"
},
"content": {
"oneOf": [
{
"type": "string"
},
{
"type": "object",
"properties": {
"image": {
"oneOf": [
{
"type": "object",
"properties": {
"format": {
"type": "string"
},
"format_description": {
"type": "string"
}
},
"additionalProperties": false,
"title": "This class represents an image object. To create"
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
}
]
}
},
"additionalProperties": false,
"required": [
"image"
]
},
{
"type": "array",
"items": {
"oneOf": [
{
"type": "string"
},
{
"type": "object",
"properties": {
"image": {
"oneOf": [
{
"type": "object",
"properties": {
"format": {
"type": "string"
},
"format_description": {
"type": "string"
}
},
"additionalProperties": false,
"title": "This class represents an image object. To create"
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
}
]
}
},
"additionalProperties": false,
"required": [
"image"
]
}
]
}
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
}
]
},
"mime_type": {
"type": "string"
},
"metadata": {
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "null"
},
{
"type": "boolean"
},
{
"type": "number"
},
{
"type": "string"
},
{
"type": "array"
},
{
"type": "object"
}
]
}
}
},
"additionalProperties": false,
"required": [
"document_id",
"content",
"metadata"
]
}
},
"ttl_seconds": {
"type": "integer"
}
},
"additionalProperties": false,
"required": [
"bank_id",
"documents"
]
},
"JobCancelRequest": {
"type": "object",
"properties": {
"task_id": {
"type": "string"
},
"job_id": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"task_id",
"job_id"
]
},
"Dataset": {
"type": "object",
"properties": {
"identifier": {
"type": "string"
},
"provider_resource_id": {
"type": "string"
},
"provider_id": {
"type": "string"
},
"type": {
"type": "string",
"const": "dataset",
"default": "dataset"
},
"dataset_schema": {
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "object",
"properties": {
"type": {
"type": "string",
"const": "string",
"default": "string"
}
},
"additionalProperties": false,
"required": [
"type"
]
},
{
"type": "object",
"properties": {
"type": {
"type": "string",
"const": "number",
"default": "number"
}
},
"additionalProperties": false,
"required": [
"type"
]
},
{
"type": "object",
"properties": {
"type": {
"type": "string",
"const": "boolean",
"default": "boolean"
}
},
"additionalProperties": false,
"required": [
"type"
]
},
{
"type": "object",
"properties": {
"type": {
"type": "string",
"const": "array",
"default": "array"
}
},
"additionalProperties": false,
"required": [
"type"
]
},
{
"type": "object",
"properties": {
"type": {
"type": "string",
"const": "object",
"default": "object"
}
},
"additionalProperties": false,
"required": [
"type"
]
},
{
"type": "object",
"properties": {
"type": {
"type": "string",
"const": "json",
"default": "json"
}
},
"additionalProperties": false,
"required": [
"type"
]
},
{
"type": "object",
"properties": {
"type": {
"type": "string",
"const": "union",
"default": "union"
}
},
"additionalProperties": false,
"required": [
"type"
]
},
{
"type": "object",
"properties": {
"type": {
"type": "string",
"const": "chat_completion_input",
"default": "chat_completion_input"
}
},
"additionalProperties": false,
"required": [
"type"
]
},
{
"type": "object",
"properties": {
"type": {
"type": "string",
"const": "completion_input",
"default": "completion_input"
}
},
"additionalProperties": false,
"required": [
"type"
]
},
{
"type": "object",
"properties": {
"type": {
"type": "string",
"const": "agent_turn_input",
"default": "agent_turn_input"
}
},
"additionalProperties": false,
"required": [
"type"
]
}
]
}
},
"url": {
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
},
"metadata": {
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "null"
},
{
"type": "boolean"
},
{
"type": "number"
},
{
"type": "string"
},
{
"type": "array"
},
{
"type": "object"
}
]
}
}
},
"additionalProperties": false,
"required": [
"identifier",
"provider_resource_id",
"provider_id",
"type",
"dataset_schema",
"url",
"metadata"
]
},
"EvalTask": {
"type": "object",
"properties": {
"identifier": {
"type": "string"
},
"provider_resource_id": {
"type": "string"
},
"provider_id": {
"type": "string"
},
"type": {
"type": "string",
"const": "eval_task",
"default": "eval_task"
},
"dataset_id": {
"type": "string"
},
"scoring_functions": {
"type": "array",
"items": {
"type": "string"
}
},
"metadata": {
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "null"
},
{
"type": "boolean"
},
{
"type": "number"
},
{
"type": "string"
},
{
"type": "array"
},
{
"type": "object"
}
]
}
}
},
"additionalProperties": false,
"required": [
"identifier",
"provider_resource_id",
"provider_id",
"type",
"dataset_id",
"scoring_functions",
"metadata"
]
},
"Model": {
"type": "object",
"properties": {
"identifier": {
"type": "string"
},
"provider_resource_id": {
"type": "string"
},
"provider_id": {
"type": "string"
},
"type": {
"type": "string",
"const": "model",
"default": "model"
},
"metadata": {
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "null"
},
{
"type": "boolean"
},
{
"type": "number"
},
{
"type": "string"
},
{
"type": "array"
},
{
"type": "object"
}
]
}
}
},
"additionalProperties": false,
"required": [
"identifier",
"provider_resource_id",
"provider_id",
"type",
"metadata"
]
},
"ScoringFn": {
"type": "object",
"properties": {
"identifier": {
"type": "string"
},
"provider_resource_id": {
"type": "string"
},
"provider_id": {
"type": "string"
},
"type": {
"type": "string",
"const": "scoring_function",
"default": "scoring_function"
},
"description": {
"type": "string"
},
"metadata": {
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "null"
},
{
"type": "boolean"
},
{
"type": "number"
},
{
"type": "string"
},
{
"type": "array"
},
{
"type": "object"
}
]
}
},
"return_type": {
"oneOf": [
{
"type": "object",
"properties": {
"type": {
"type": "string",
"const": "string",
"default": "string"
}
},
"additionalProperties": false,
"required": [
"type"
]
},
{
"type": "object",
"properties": {
"type": {
"type": "string",
"const": "number",
"default": "number"
}
},
"additionalProperties": false,
"required": [
"type"
]
},
{
"type": "object",
"properties": {
"type": {
"type": "string",
"const": "boolean",
"default": "boolean"
}
},
"additionalProperties": false,
"required": [
"type"
]
},
{
"type": "object",
"properties": {
"type": {
"type": "string",
"const": "array",
"default": "array"
}
},
"additionalProperties": false,
"required": [
"type"
]
},
{
"type": "object",
"properties": {
"type": {
"type": "string",
"const": "object",
"default": "object"
}
},
"additionalProperties": false,
"required": [
"type"
]
},
{
"type": "object",
"properties": {
"type": {
"type": "string",
"const": "json",
"default": "json"
}
},
"additionalProperties": false,
"required": [
"type"
]
},
{
"type": "object",
"properties": {
"type": {
"type": "string",
"const": "union",
"default": "union"
}
},
"additionalProperties": false,
"required": [
"type"
]
},
{
"type": "object",
"properties": {
"type": {
"type": "string",
"const": "chat_completion_input",
"default": "chat_completion_input"
}
},
"additionalProperties": false,
"required": [
"type"
]
},
{
"type": "object",
"properties": {
"type": {
"type": "string",
"const": "completion_input",
"default": "completion_input"
}
},
"additionalProperties": false,
"required": [
"type"
]
},
{
"type": "object",
"properties": {
"type": {
"type": "string",
"const": "agent_turn_input",
"default": "agent_turn_input"
}
},
"additionalProperties": false,
"required": [
"type"
]
}
]
},
"params": {
"oneOf": [
{
"type": "object",
"properties": {
"type": {
"type": "string",
"const": "llm_as_judge",
"default": "llm_as_judge"
},
"judge_model": {
"type": "string"
},
"prompt_template": {
"type": "string"
},
"judge_score_regexes": {
"type": "array",
"items": {
"type": "string"
}
}
},
"additionalProperties": false,
"required": [
"type",
"judge_model"
]
},
{
"type": "object",
"properties": {
"type": {
"type": "string",
"const": "regex_parser",
"default": "regex_parser"
},
"parsing_regexes": {
"type": "array",
"items": {
"type": "string"
}
}
},
"additionalProperties": false,
"required": [
"type"
]
}
]
}
},
"additionalProperties": false,
"required": [
"identifier",
"provider_resource_id",
"provider_id",
"type",
"metadata",
"return_type"
]
},
"Shield": {
"type": "object",
"properties": {
"identifier": {
"type": "string"
},
"provider_resource_id": {
"type": "string"
},
"provider_id": {
"type": "string"
},
"type": {
"type": "string",
"const": "shield",
"default": "shield"
},
"params": {
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "null"
},
{
"type": "boolean"
},
{
"type": "number"
},
{
"type": "string"
},
{
"type": "array"
},
{
"type": "object"
}
]
}
}
},
"additionalProperties": false,
"required": [
"identifier",
"provider_resource_id",
"provider_id",
"type"
],
"title": "A safety shield resource that can be used to check content"
},
"LogEventRequest": {
"type": "object",
"properties": {
"event": {
"oneOf": [
{
"type": "object",
"properties": {
"trace_id": {
"type": "string"
},
"span_id": {
"type": "string"
},
"timestamp": {
"type": "string",
"format": "date-time"
},
"attributes": {
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "null"
},
{
"type": "boolean"
},
{
"type": "number"
},
{
"type": "string"
},
{
"type": "array"
},
{
"type": "object"
}
]
}
},
"type": {
"type": "string",
"const": "unstructured_log",
"default": "unstructured_log"
},
"message": {
"type": "string"
},
"severity": {
"type": "string",
"enum": [
"verbose",
"debug",
"info",
"warn",
"error",
"critical"
]
}
},
"additionalProperties": false,
"required": [
"trace_id",
"span_id",
"timestamp",
"type",
"message",
"severity"
]
},
{
"type": "object",
"properties": {
"trace_id": {
"type": "string"
},
"span_id": {
"type": "string"
},
"timestamp": {
"type": "string",
"format": "date-time"
},
"attributes": {
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "null"
},
{
"type": "boolean"
},
{
"type": "number"
},
{
"type": "string"
},
{
"type": "array"
},
{
"type": "object"
}
]
}
},
"type": {
"type": "string",
"const": "metric",
"default": "metric"
},
"metric": {
"type": "string"
},
"value": {
"oneOf": [
{
"type": "integer"
},
{
"type": "number"
}
]
},
"unit": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"trace_id",
"span_id",
"timestamp",
"type",
"metric",
"value",
"unit"
]
},
{
"type": "object",
"properties": {
"trace_id": {
"type": "string"
},
"span_id": {
"type": "string"
},
"timestamp": {
"type": "string",
"format": "date-time"
},
"attributes": {
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "null"
},
{
"type": "boolean"
},
{
"type": "number"
},
{
"type": "string"
},
{
"type": "array"
},
{
"type": "object"
}
]
}
},
"type": {
"type": "string",
"const": "structured_log",
"default": "structured_log"
},
"payload": {
"oneOf": [
{
"type": "object",
"properties": {
"type": {
"type": "string",
"const": "span_start",
"default": "span_start"
},
"name": {
"type": "string"
},
"parent_span_id": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"type",
"name"
]
},
{
"type": "object",
"properties": {
"type": {
"type": "string",
"const": "span_end",
"default": "span_end"
},
"status": {
"type": "string",
"enum": [
"ok",
"error"
]
}
},
"additionalProperties": false,
"required": [
"type",
"status"
]
}
]
}
},
"additionalProperties": false,
"required": [
"trace_id",
"span_id",
"timestamp",
"type",
"payload"
]
}
]
}
},
"additionalProperties": false,
"required": [
"event"
]
},
"PreferenceOptimizeRequest": {
"type": "object",
"properties": {
"job_uuid": {
"type": "string"
},
"finetuned_model": {
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
},
"dataset_id": {
"type": "string"
},
"validation_dataset_id": {
"type": "string"
},
"algorithm": {
"type": "string",
"enum": [
"dpo"
]
},
"algorithm_config": {
"type": "object",
"properties": {
"reward_scale": {
"type": "number"
},
"reward_clip": {
"type": "number"
},
"epsilon": {
"type": "number"
},
"gamma": {
"type": "number"
}
},
"additionalProperties": false,
"required": [
"reward_scale",
"reward_clip",
"epsilon",
"gamma"
]
},
"optimizer_config": {
"type": "object",
"properties": {
"optimizer_type": {
"type": "string",
"enum": [
"adam",
"adamw",
"sgd"
]
},
"lr": {
"type": "number"
},
"lr_min": {
"type": "number"
},
"weight_decay": {
"type": "number"
}
},
"additionalProperties": false,
"required": [
"optimizer_type",
"lr",
"lr_min",
"weight_decay"
]
},
"training_config": {
"type": "object",
"properties": {
"n_epochs": {
"type": "integer"
},
"batch_size": {
"type": "integer"
},
"shuffle": {
"type": "boolean"
},
"n_iters": {
"type": "integer"
},
"enable_activation_checkpointing": {
"type": "boolean"
},
"memory_efficient_fsdp_wrap": {
"type": "boolean"
},
"fsdp_cpu_offload": {
"type": "boolean"
}
},
"additionalProperties": false,
"required": [
"n_epochs",
"batch_size",
"shuffle",
"n_iters",
"enable_activation_checkpointing",
"memory_efficient_fsdp_wrap",
"fsdp_cpu_offload"
]
},
"hyperparam_search_config": {
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "null"
},
{
"type": "boolean"
},
{
"type": "number"
},
{
"type": "string"
},
{
"type": "array"
},
{
"type": "object"
}
]
}
},
"logger_config": {
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "null"
},
{
"type": "boolean"
},
{
"type": "number"
},
{
"type": "string"
},
{
"type": "array"
},
{
"type": "object"
}
]
}
}
},
"additionalProperties": false,
"required": [
"job_uuid",
"finetuned_model",
"dataset_id",
"validation_dataset_id",
"algorithm",
"algorithm_config",
"optimizer_config",
"training_config",
"hyperparam_search_config",
"logger_config"
]
},
"QueryDocumentsRequest": {
"type": "object",
"properties": {
"bank_id": {
"type": "string"
},
"query": {
"oneOf": [
{
"type": "string"
},
{
"type": "object",
"properties": {
"image": {
"oneOf": [
{
"type": "object",
"properties": {
"format": {
"type": "string"
},
"format_description": {
"type": "string"
}
},
"additionalProperties": false,
"title": "This class represents an image object. To create"
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
}
]
}
},
"additionalProperties": false,
"required": [
"image"
]
},
{
"type": "array",
"items": {
"oneOf": [
{
"type": "string"
},
{
"type": "object",
"properties": {
"image": {
"oneOf": [
{
"type": "object",
"properties": {
"format": {
"type": "string"
},
"format_description": {
"type": "string"
}
},
"additionalProperties": false,
"title": "This class represents an image object. To create"
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
}
]
}
},
"additionalProperties": false,
"required": [
"image"
]
}
]
}
}
]
},
"params": {
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "null"
},
{
"type": "boolean"
},
{
"type": "number"
},
{
"type": "string"
},
{
"type": "array"
},
{
"type": "object"
}
]
}
}
},
"additionalProperties": false,
"required": [
"bank_id",
"query"
]
},
"QueryDocumentsResponse": {
"type": "object",
"properties": {
"chunks": {
"type": "array",
"items": {
"type": "object",
"properties": {
"content": {
"oneOf": [
{
"type": "string"
},
{
"type": "object",
"properties": {
"image": {
"oneOf": [
{
"type": "object",
"properties": {
"format": {
"type": "string"
},
"format_description": {
"type": "string"
}
},
"additionalProperties": false,
"title": "This class represents an image object. To create"
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
}
]
}
},
"additionalProperties": false,
"required": [
"image"
]
},
{
"type": "array",
"items": {
"oneOf": [
{
"type": "string"
},
{
"type": "object",
"properties": {
"image": {
"oneOf": [
{
"type": "object",
"properties": {
"format": {
"type": "string"
},
"format_description": {
"type": "string"
}
},
"additionalProperties": false,
"title": "This class represents an image object. To create"
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
}
]
}
},
"additionalProperties": false,
"required": [
"image"
]
}
]
}
}
]
},
"token_count": {
"type": "integer"
},
"document_id": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"content",
"token_count",
"document_id"
]
}
},
"scores": {
"type": "array",
"items": {
"type": "number"
}
}
},
"additionalProperties": false,
"required": [
"chunks",
"scores"
]
},
"RegisterDatasetRequest": {
"type": "object",
"properties": {
"dataset_id": {
"type": "string"
},
"dataset_schema": {
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "object",
"properties": {
"type": {
"type": "string",
"const": "string",
"default": "string"
}
},
"additionalProperties": false,
"required": [
"type"
]
},
{
"type": "object",
"properties": {
"type": {
"type": "string",
"const": "number",
"default": "number"
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{
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{
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],
"default": "auto"
},
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"function_tag",
"python_list"
],
"title": "This Enum refers to the prompt format for calling custom / zero shot tools",
"description": "`json` --\n Refers to the json format for calling tools.\n The json format takes the form like\n {\n \"type\": \"function\",\n \"function\" : {\n \"name\": \"function_name\",\n \"description\": \"function_description\",\n \"parameters\": {...}\n }\n }\n\n`function_tag` --\n This is an example of how you could define\n your own user defined format for making tool calls.\n The function_tag format looks like this,\n <function=function_name>(parameters)</function>\n\nThe detailed prompts for each of these formats are added to llama cli",
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},
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],
"default": "greedy"
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"title": "This class represents an image object. To create"
},
{
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},
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"title": "This class represents an image object. To create"
},
{
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},
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},
"type": {
"type": "string",
"const": "graph",
"default": "graph"
},
"entities": {
"type": "array",
"items": {
"type": "string"
}
}
},
"additionalProperties": false,
"required": [
"bank_id",
"type",
"entities"
]
}
]
}
},
"query_generator_config": {
"oneOf": [
{
"type": "object",
"properties": {
"type": {
"type": "string",
"const": "default",
"default": "default"
},
"sep": {
"type": "string",
"default": " "
}
},
"additionalProperties": false,
"required": [
"type",
"sep"
]
},
{
"type": "object",
"properties": {
"type": {
"type": "string",
"const": "llm",
"default": "llm"
},
"model": {
"type": "string"
},
"template": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"type",
"model",
"template"
]
},
{
"type": "object",
"properties": {
"type": {
"type": "string",
"const": "custom",
"default": "custom"
}
},
"additionalProperties": false,
"required": [
"type"
]
}
]
},
"max_tokens_in_context": {
"type": "integer",
"default": 4096
},
"max_chunks": {
"type": "integer",
"default": 10
}
},
"additionalProperties": false,
"required": [
"type",
"memory_bank_configs",
"query_generator_config",
"max_tokens_in_context",
"max_chunks"
]
}
]
}
},
"tool_choice": {
"type": "string",
"enum": [
"auto",
"required"
],
"default": "auto"
},
"tool_prompt_format": {
"type": "string",
"enum": [
"json",
"function_tag",
"python_list"
],
"title": "This Enum refers to the prompt format for calling custom / zero shot tools",
"description": "`json` --\n Refers to the json format for calling tools.\n The json format takes the form like\n {\n \"type\": \"function\",\n \"function\" : {\n \"name\": \"function_name\",\n \"description\": \"function_description\",\n \"parameters\": {...}\n }\n }\n\n`function_tag` --\n This is an example of how you could define\n your own user defined format for making tool calls.\n The function_tag format looks like this,\n <function=function_name>(parameters)</function>\n\nThe detailed prompts for each of these formats are added to llama cli",
"default": "json"
},
"max_infer_iters": {
"type": "integer",
"default": 10
},
"model": {
"type": "string"
},
"instructions": {
"type": "string"
},
"enable_session_persistence": {
"type": "boolean"
}
},
"additionalProperties": false,
"required": [
"max_infer_iters",
"model",
"instructions",
"enable_session_persistence"
]
}
},
"additionalProperties": false,
"required": [
"type",
"config"
]
}
]
},
"scoring_params": {
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "object",
"properties": {
"type": {
"type": "string",
"const": "llm_as_judge",
"default": "llm_as_judge"
},
"judge_model": {
"type": "string"
},
"prompt_template": {
"type": "string"
},
"judge_score_regexes": {
"type": "array",
"items": {
"type": "string"
}
}
},
"additionalProperties": false,
"required": [
"type",
"judge_model"
]
},
{
"type": "object",
"properties": {
"type": {
"type": "string",
"const": "regex_parser",
"default": "regex_parser"
},
"parsing_regexes": {
"type": "array",
"items": {
"type": "string"
}
}
},
"additionalProperties": false,
"required": [
"type"
]
}
]
}
},
"num_examples": {
"type": "integer"
}
},
"additionalProperties": false,
"required": [
"type",
"eval_candidate",
"scoring_params"
]
}
]
}
},
"additionalProperties": false,
"required": [
"task_id",
"task_config"
]
},
"Job": {
"type": "object",
"properties": {
"job_id": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"job_id"
]
},
"RunShieldRequest": {
"type": "object",
"properties": {
"shield_id": {
"type": "string"
},
"messages": {
"type": "array",
"items": {
"oneOf": [
{
"type": "object",
"properties": {
"role": {
"type": "string",
"const": "user",
"default": "user"
},
"content": {
"oneOf": [
{
"type": "string"
},
{
"type": "object",
"properties": {
"image": {
"oneOf": [
{
"type": "object",
"properties": {
"format": {
"type": "string"
},
"format_description": {
"type": "string"
}
},
"additionalProperties": false,
"title": "This class represents an image object. To create"
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
}
]
}
},
"additionalProperties": false,
"required": [
"image"
]
},
{
"type": "array",
"items": {
"oneOf": [
{
"type": "string"
},
{
"type": "object",
"properties": {
"image": {
"oneOf": [
{
"type": "object",
"properties": {
"format": {
"type": "string"
},
"format_description": {
"type": "string"
}
},
"additionalProperties": false,
"title": "This class represents an image object. To create"
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
}
]
}
},
"additionalProperties": false,
"required": [
"image"
]
}
]
}
}
]
},
"context": {
"oneOf": [
{
"type": "string"
},
{
"type": "object",
"properties": {
"image": {
"oneOf": [
{
"type": "object",
"properties": {
"format": {
"type": "string"
},
"format_description": {
"type": "string"
}
},
"additionalProperties": false,
"title": "This class represents an image object. To create"
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
}
]
}
},
"additionalProperties": false,
"required": [
"image"
]
},
{
"type": "array",
"items": {
"oneOf": [
{
"type": "string"
},
{
"type": "object",
"properties": {
"image": {
"oneOf": [
{
"type": "object",
"properties": {
"format": {
"type": "string"
},
"format_description": {
"type": "string"
}
},
"additionalProperties": false,
"title": "This class represents an image object. To create"
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
}
]
}
},
"additionalProperties": false,
"required": [
"image"
]
}
]
}
}
]
}
},
"additionalProperties": false,
"required": [
"role",
"content"
]
},
{
"type": "object",
"properties": {
"role": {
"type": "string",
"const": "system",
"default": "system"
},
"content": {
"oneOf": [
{
"type": "string"
},
{
"type": "object",
"properties": {
"image": {
"oneOf": [
{
"type": "object",
"properties": {
"format": {
"type": "string"
},
"format_description": {
"type": "string"
}
},
"additionalProperties": false,
"title": "This class represents an image object. To create"
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
}
]
}
},
"additionalProperties": false,
"required": [
"image"
]
},
{
"type": "array",
"items": {
"oneOf": [
{
"type": "string"
},
{
"type": "object",
"properties": {
"image": {
"oneOf": [
{
"type": "object",
"properties": {
"format": {
"type": "string"
},
"format_description": {
"type": "string"
}
},
"additionalProperties": false,
"title": "This class represents an image object. To create"
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
}
]
}
},
"additionalProperties": false,
"required": [
"image"
]
}
]
}
}
]
}
},
"additionalProperties": false,
"required": [
"role",
"content"
]
},
{
"type": "object",
"properties": {
"role": {
"type": "string",
"const": "ipython",
"default": "ipython"
},
"call_id": {
"type": "string"
},
"tool_name": {
"oneOf": [
{
"type": "string",
"enum": [
"brave_search",
"wolfram_alpha",
"photogen",
"code_interpreter"
]
},
{
"type": "string"
}
]
},
"content": {
"oneOf": [
{
"type": "string"
},
{
"type": "object",
"properties": {
"image": {
"oneOf": [
{
"type": "object",
"properties": {
"format": {
"type": "string"
},
"format_description": {
"type": "string"
}
},
"additionalProperties": false,
"title": "This class represents an image object. To create"
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
}
]
}
},
"additionalProperties": false,
"required": [
"image"
]
},
{
"type": "array",
"items": {
"oneOf": [
{
"type": "string"
},
{
"type": "object",
"properties": {
"image": {
"oneOf": [
{
"type": "object",
"properties": {
"format": {
"type": "string"
},
"format_description": {
"type": "string"
}
},
"additionalProperties": false,
"title": "This class represents an image object. To create"
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
}
]
}
},
"additionalProperties": false,
"required": [
"image"
]
}
]
}
}
]
}
},
"additionalProperties": false,
"required": [
"role",
"call_id",
"tool_name",
"content"
]
},
{
"type": "object",
"properties": {
"role": {
"type": "string",
"const": "assistant",
"default": "assistant"
},
"content": {
"oneOf": [
{
"type": "string"
},
{
"type": "object",
"properties": {
"image": {
"oneOf": [
{
"type": "object",
"properties": {
"format": {
"type": "string"
},
"format_description": {
"type": "string"
}
},
"additionalProperties": false,
"title": "This class represents an image object. To create"
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
}
]
}
},
"additionalProperties": false,
"required": [
"image"
]
},
{
"type": "array",
"items": {
"oneOf": [
{
"type": "string"
},
{
"type": "object",
"properties": {
"image": {
"oneOf": [
{
"type": "object",
"properties": {
"format": {
"type": "string"
},
"format_description": {
"type": "string"
}
},
"additionalProperties": false,
"title": "This class represents an image object. To create"
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
}
]
}
},
"additionalProperties": false,
"required": [
"image"
]
}
]
}
}
]
},
"stop_reason": {
"type": "string",
"enum": [
"end_of_turn",
"end_of_message",
"out_of_tokens"
]
},
"tool_calls": {
"type": "array",
"items": {
"type": "object",
"properties": {
"call_id": {
"type": "string"
},
"tool_name": {
"oneOf": [
{
"type": "string",
"enum": [
"brave_search",
"wolfram_alpha",
"photogen",
"code_interpreter"
]
},
{
"type": "string"
}
]
},
"arguments": {
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "string"
},
{
"type": "integer"
},
{
"type": "number"
},
{
"type": "boolean"
},
{
"type": "null"
},
{
"type": "array",
"items": {
"oneOf": [
{
"type": "string"
},
{
"type": "integer"
},
{
"type": "number"
},
{
"type": "boolean"
},
{
"type": "null"
}
]
}
},
{
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "string"
},
{
"type": "integer"
},
{
"type": "number"
},
{
"type": "boolean"
},
{
"type": "null"
}
]
}
}
]
}
}
},
"additionalProperties": false,
"required": [
"call_id",
"tool_name",
"arguments"
]
}
}
},
"additionalProperties": false,
"required": [
"role",
"content",
"stop_reason",
"tool_calls"
]
}
]
}
},
"params": {
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "null"
},
{
"type": "boolean"
},
{
"type": "number"
},
{
"type": "string"
},
{
"type": "array"
},
{
"type": "object"
}
]
}
}
},
"additionalProperties": false,
"required": [
"shield_id",
"messages",
"params"
]
},
"RunShieldResponse": {
"type": "object",
"properties": {
"violation": {
"type": "object",
"properties": {
"violation_level": {
"type": "string",
"enum": [
"info",
"warn",
"error"
]
},
"user_message": {
"type": "string"
},
"metadata": {
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "null"
},
{
"type": "boolean"
},
{
"type": "number"
},
{
"type": "string"
},
{
"type": "array"
},
{
"type": "object"
}
]
}
}
},
"additionalProperties": false,
"required": [
"violation_level",
"metadata"
]
}
},
"additionalProperties": false
},
"ScoreRequest": {
"type": "object",
"properties": {
"input_rows": {
"type": "array",
"items": {
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "null"
},
{
"type": "boolean"
},
{
"type": "number"
},
{
"type": "string"
},
{
"type": "array"
},
{
"type": "object"
}
]
}
}
},
"scoring_functions": {
"type": "object",
"additionalProperties": {
"oneOf": [
{
"oneOf": [
{
"type": "object",
"properties": {
"type": {
"type": "string",
"const": "llm_as_judge",
"default": "llm_as_judge"
},
"judge_model": {
"type": "string"
},
"prompt_template": {
"type": "string"
},
"judge_score_regexes": {
"type": "array",
"items": {
"type": "string"
}
}
},
"additionalProperties": false,
"required": [
"type",
"judge_model"
]
},
{
"type": "object",
"properties": {
"type": {
"type": "string",
"const": "regex_parser",
"default": "regex_parser"
},
"parsing_regexes": {
"type": "array",
"items": {
"type": "string"
}
}
},
"additionalProperties": false,
"required": [
"type"
]
}
]
},
{
"type": "null"
}
]
}
}
},
"additionalProperties": false,
"required": [
"input_rows",
"scoring_functions"
]
},
"ScoreResponse": {
"type": "object",
"properties": {
"results": {
"type": "object",
"additionalProperties": {
"type": "object",
"properties": {
"score_rows": {
"type": "array",
"items": {
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "null"
},
{
"type": "boolean"
},
{
"type": "number"
},
{
"type": "string"
},
{
"type": "array"
},
{
"type": "object"
}
]
}
}
},
"aggregated_results": {
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "null"
},
{
"type": "boolean"
},
{
"type": "number"
},
{
"type": "string"
},
{
"type": "array"
},
{
"type": "object"
}
]
}
}
},
"additionalProperties": false,
"required": [
"score_rows",
"aggregated_results"
]
}
}
},
"additionalProperties": false,
"required": [
"results"
]
},
"ScoreBatchRequest": {
"type": "object",
"properties": {
"dataset_id": {
"type": "string"
},
"scoring_functions": {
"type": "object",
"additionalProperties": {
"oneOf": [
{
"oneOf": [
{
"type": "object",
"properties": {
"type": {
"type": "string",
"const": "llm_as_judge",
"default": "llm_as_judge"
},
"judge_model": {
"type": "string"
},
"prompt_template": {
"type": "string"
},
"judge_score_regexes": {
"type": "array",
"items": {
"type": "string"
}
}
},
"additionalProperties": false,
"required": [
"type",
"judge_model"
]
},
{
"type": "object",
"properties": {
"type": {
"type": "string",
"const": "regex_parser",
"default": "regex_parser"
},
"parsing_regexes": {
"type": "array",
"items": {
"type": "string"
}
}
},
"additionalProperties": false,
"required": [
"type"
]
}
]
},
{
"type": "null"
}
]
}
},
"save_results_dataset": {
"type": "boolean"
}
},
"additionalProperties": false,
"required": [
"dataset_id",
"scoring_functions",
"save_results_dataset"
]
},
"ScoreBatchResponse": {
"type": "object",
"properties": {
"dataset_id": {
"type": "string"
},
"results": {
"type": "object",
"additionalProperties": {
"type": "object",
"properties": {
"score_rows": {
"type": "array",
"items": {
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "null"
},
{
"type": "boolean"
},
{
"type": "number"
},
{
"type": "string"
},
{
"type": "array"
},
{
"type": "object"
}
]
}
}
},
"aggregated_results": {
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "null"
},
{
"type": "boolean"
},
{
"type": "number"
},
{
"type": "string"
},
{
"type": "array"
},
{
"type": "object"
}
]
}
}
},
"additionalProperties": false,
"required": [
"score_rows",
"aggregated_results"
]
}
}
},
"additionalProperties": false,
"required": [
"results"
]
},
"SupervisedFineTuneRequest": {
"type": "object",
"properties": {
"job_uuid": {
"type": "string"
},
"model": {
"type": "string"
},
"dataset_id": {
"type": "string"
},
"validation_dataset_id": {
"type": "string"
},
"algorithm": {
"type": "string",
"enum": [
"full",
"lora",
"qlora",
"dora"
]
},
"algorithm_config": {
"oneOf": [
{
"type": "object",
"properties": {
"lora_attn_modules": {
"type": "array",
"items": {
"type": "string"
}
},
"apply_lora_to_mlp": {
"type": "boolean"
},
"apply_lora_to_output": {
"type": "boolean"
},
"rank": {
"type": "integer"
},
"alpha": {
"type": "integer"
}
},
"additionalProperties": false,
"required": [
"lora_attn_modules",
"apply_lora_to_mlp",
"apply_lora_to_output",
"rank",
"alpha"
]
},
{
"type": "object",
"properties": {
"lora_attn_modules": {
"type": "array",
"items": {
"type": "string"
}
},
"apply_lora_to_mlp": {
"type": "boolean"
},
"apply_lora_to_output": {
"type": "boolean"
},
"rank": {
"type": "integer"
},
"alpha": {
"type": "integer"
}
},
"additionalProperties": false,
"required": [
"lora_attn_modules",
"apply_lora_to_mlp",
"apply_lora_to_output",
"rank",
"alpha"
]
},
{
"type": "object",
"properties": {
"lora_attn_modules": {
"type": "array",
"items": {
"type": "string"
}
},
"apply_lora_to_mlp": {
"type": "boolean"
},
"apply_lora_to_output": {
"type": "boolean"
},
"rank": {
"type": "integer"
},
"alpha": {
"type": "integer"
}
},
"additionalProperties": false,
"required": [
"lora_attn_modules",
"apply_lora_to_mlp",
"apply_lora_to_output",
"rank",
"alpha"
]
}
]
},
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"type": "object",
"properties": {
"optimizer_type": {
"type": "string",
"enum": [
"adam",
"adamw",
"sgd"
]
},
"lr": {
"type": "number"
},
"lr_min": {
"type": "number"
},
"weight_decay": {
"type": "number"
}
},
"additionalProperties": false,
"required": [
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"lr",
"lr_min",
"weight_decay"
]
},
"training_config": {
"type": "object",
"properties": {
"n_epochs": {
"type": "integer"
},
"batch_size": {
"type": "integer"
},
"shuffle": {
"type": "boolean"
},
"n_iters": {
"type": "integer"
},
"enable_activation_checkpointing": {
"type": "boolean"
},
"memory_efficient_fsdp_wrap": {
"type": "boolean"
},
"fsdp_cpu_offload": {
"type": "boolean"
}
},
"additionalProperties": false,
"required": [
"n_epochs",
"batch_size",
"shuffle",
"n_iters",
"enable_activation_checkpointing",
"memory_efficient_fsdp_wrap",
"fsdp_cpu_offload"
]
},
"hyperparam_search_config": {
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "null"
},
{
"type": "boolean"
},
{
"type": "number"
},
{
"type": "string"
},
{
"type": "array"
},
{
"type": "object"
}
]
}
},
"logger_config": {
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"additionalProperties": {
"oneOf": [
{
"type": "null"
},
{
"type": "boolean"
},
{
"type": "number"
},
{
"type": "string"
},
{
"type": "array"
},
{
"type": "object"
}
]
}
}
},
"additionalProperties": false,
"required": [
"job_uuid",
"model",
"dataset_id",
"validation_dataset_id",
"algorithm",
"algorithm_config",
"optimizer_config",
"training_config",
"hyperparam_search_config",
"logger_config"
]
},
"SyntheticDataGenerateRequest": {
"type": "object",
"properties": {
"dialogs": {
"type": "array",
"items": {
"oneOf": [
{
"type": "object",
"properties": {
"role": {
"type": "string",
"const": "user",
"default": "user"
},
"content": {
"oneOf": [
{
"type": "string"
},
{
"type": "object",
"properties": {
"image": {
"oneOf": [
{
"type": "object",
"properties": {
"format": {
"type": "string"
},
"format_description": {
"type": "string"
}
},
"additionalProperties": false,
"title": "This class represents an image object. To create"
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
"uri"
]
}
]
}
},
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"required": [
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]
},
{
"type": "array",
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"oneOf": [
{
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},
{
"type": "object",
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"image": {
"oneOf": [
{
"type": "object",
"properties": {
"format": {
"type": "string"
},
"format_description": {
"type": "string"
}
},
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"title": "This class represents an image object. To create"
},
{
"type": "object",
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},
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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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{
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{
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{
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},
"format_description": {
"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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"type": "string"
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{
"type": "string",
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]
},
{
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}
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},
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{
"type": "string"
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{
"type": "object",
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{
"type": "object",
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"format": {
"type": "string"
},
"format_description": {
"type": "string"
}
},
"additionalProperties": false,
"title": "This class represents an image object. To create"
},
{
"type": "object",
"properties": {
"uri": {
"type": "string"
}
},
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"type": "string"
}
},
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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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}
}
},
"additionalProperties": false,
"required": [
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}
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}
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"filtering_function": {
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"enum": [
"none",
"random",
"top_k",
"top_p",
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"sigmoid"
],
"title": "The type of filtering function."
},
"model": {
"type": "string"
}
},
"additionalProperties": false,
"required": [
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},
"SyntheticDataGenerationResponse": {
"type": "object",
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"synthetic_data": {
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"items": {
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{
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{
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{
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{
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{
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{
"name": "Safety"
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{
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{
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{
"name": "ScoringFn",
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},
{
"name": "ScoringFunctions"
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{
"name": "Session",
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{
"name": "Shield",
"description": "A safety shield resource that can be used to check content\n\n<SchemaDefinition schemaRef=\"#/components/schemas/Shield\" />"
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"name": "Shields"
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{
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{
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},
{
"name": "Telemetry"
},
{
"name": "Trace",
"description": "<SchemaDefinition schemaRef=\"#/components/schemas/Trace\" />"
},
{
"name": "Turn",
"description": "A single turn in an interaction with an Agentic System.\n\n<SchemaDefinition schemaRef=\"#/components/schemas/Turn\" />"
},
{
"name": "UnregisterMemoryBankRequest",
"description": "<SchemaDefinition schemaRef=\"#/components/schemas/UnregisterMemoryBankRequest\" />"
},
{
"name": "UnregisterModelRequest",
"description": "<SchemaDefinition schemaRef=\"#/components/schemas/UnregisterModelRequest\" />"
}
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"RunShieldRequest",
"RunShieldResponse",
"ScoreBatchRequest",
"ScoreBatchResponse",
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"ScoreResponse",
"ScoringFn",
"Session",
"Shield",
"SupervisedFineTuneRequest",
"SyntheticDataGenerateRequest",
"SyntheticDataGenerationResponse",
"Trace",
"Turn",
"UnregisterMemoryBankRequest",
"UnregisterModelRequest"
]
}
]
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