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Raghotham Murthy 2025-10-27 10:52:20 -07:00
parent e21db79d6c
commit 13b6f3df65
12 changed files with 1238 additions and 605 deletions
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209
client-sdks/stainless/openapi.yml
View file

@ -15,7 +15,7 @@ info:
servers:
- url: http://any-hosted-llama-stack.com
paths:
/v1/admin/providers:
/v1/admin/providers/{api}:
post:
responses:
'200':
@ -44,7 +44,14 @@ paths:
Register a new provider instance at runtime. The provider will be validated,
instantiated, and persisted to the kvstore. Requires appropriate ABAC permissions.
parameters: []
parameters:
- name: api
in: path
description: >-
API namespace this provider implements (e.g., 'inference', 'vector_io').
required: true
schema:
type: string
requestBody:
content:
application/json:
@ -52,7 +59,7 @@ paths:
$ref: '#/components/schemas/RegisterProviderRequest'
required: true
deprecated: false
/v1/admin/providers/{provider_id}:
/v1/admin/providers/{api}/{provider_id}:
post:
responses:
'200':
@ -81,10 +88,14 @@ paths:
Update the configuration and/or attributes of a dynamic provider. The provider
will be re-instantiated with the new configuration (hot-reload). Static providers
from run.yaml cannot be updated.
will be re-instantiated with the new configuration (hot-reload).
parameters:
- name: api
in: path
description: API namespace the provider implements
required: true
schema:
type: string
- name: provider_id
in: path
description: ID of the provider to update
@ -120,8 +131,14 @@ paths:
Remove a dynamic provider, shutting down its instance and removing it from
the kvstore. Static providers from run.yaml cannot be unregistered.
the kvstore.
parameters:
- name: api
in: path
description: API namespace the provider implements
required: true
schema:
type: string
- name: provider_id
in: path
description: ID of the provider to unregister.
@ -129,6 +146,47 @@ paths:
schema:
type: string
deprecated: false
/v1/admin/providers/{api}/{provider_id}/test:
post:
responses:
'200':
description: >-
TestProviderConnectionResponse with health status.
content:
application/json:
schema:
$ref: '#/components/schemas/TestProviderConnectionResponse'
'400':
$ref: '#/components/responses/BadRequest400'
'429':
$ref: >-
#/components/responses/TooManyRequests429
'500':
$ref: >-
#/components/responses/InternalServerError500
default:
$ref: '#/components/responses/DefaultError'
tags:
- Providers
summary: Test a provider connection.
description: >-
Test a provider connection.
Execute a health check on a provider to verify it is reachable and functioning.
parameters:
- name: api
in: path
description: API namespace the provider implements.
required: true
schema:
type: string
- name: provider_id
in: path
description: ID of the provider to test.
required: true
schema:
type: string
deprecated: false
/v1/chat/completions:
get:
responses:
@ -1368,7 +1426,43 @@ paths:
List all available providers.
parameters: []
deprecated: false
/v1/providers/{provider_id}:
/v1/providers/{api}:
get:
responses:
'200':
description: >-
A ListProvidersResponse containing providers for the specified API.
content:
application/json:
schema:
$ref: '#/components/schemas/ListProvidersResponse'
'400':
$ref: '#/components/responses/BadRequest400'
'429':
$ref: >-
#/components/responses/TooManyRequests429
'500':
$ref: >-
#/components/responses/InternalServerError500
default:
$ref: '#/components/responses/DefaultError'
tags:
- Providers
summary: List providers for a specific API.
description: >-
List providers for a specific API.
List all providers that implement a specific API.
parameters:
- name: api
in: path
description: >-
The API namespace to filter by (e.g., 'inference', 'vector_io')
required: true
schema:
type: string
deprecated: false
/v1/providers/{api}/{provider_id}:
get:
responses:
'200':
@ -1390,52 +1484,21 @@ paths:
$ref: '#/components/responses/DefaultError'
tags:
- Providers
summary: Get provider.
summary: Get provider for specific API.
description: >-
Get provider.
Get provider for specific API.
Get detailed information about a specific provider.
Get detailed information about a specific provider for a specific API.
parameters:
- name: provider_id
- name: api
in: path
description: The ID of the provider to inspect.
description: The API namespace.
required: true
schema:
type: string
deprecated: false
/v1/providers/{provider_id}/test:
post:
responses:
'200':
description: >-
TestProviderConnectionResponse with health status.
content:
application/json:
schema:
$ref: '#/components/schemas/TestProviderConnectionResponse'
'400':
$ref: '#/components/responses/BadRequest400'
'429':
$ref: >-
#/components/responses/TooManyRequests429
'500':
$ref: >-
#/components/responses/InternalServerError500
default:
$ref: '#/components/responses/DefaultError'
tags:
- Providers
summary: Test a provider connection.
description: >-
Test a provider connection.
Execute a health check on a provider to verify it is reachable and functioning.
Works for both static and dynamic providers.
parameters:
- name: provider_id
in: path
description: ID of the provider to test.
description: The ID of the provider to inspect.
required: true
schema:
type: string
@ -4370,9 +4433,6 @@ components:
type: string
description: >-
Unique identifier for this provider instance.
api:
type: string
description: API namespace this provider implements.
provider_type:
type: string
description: Provider type (e.g., 'remote::openai').
@ -4399,7 +4459,6 @@ components:
additionalProperties: false
required:
- provider_id
- api
- provider_type
- config
title: RegisterProviderRequest
@ -4608,6 +4667,32 @@ components:
- provider
title: UpdateProviderResponse
description: Response after updating a provider.
TestProviderConnectionResponse:
type: object
properties:
success:
type: boolean
description: Whether the connection test succeeded
health:
type: object
additionalProperties:
oneOf:
- type: 'null'
- type: boolean
- type: number
- type: string
- type: array
- type: object
description: Health status from the provider
error_message:
type: string
description: Error message if test failed
additionalProperties: false
required:
- success
title: TestProviderConnectionResponse
description: >-
Response from testing a provider connection.
Order:
type: string
enum:
@ -7076,32 +7161,6 @@ components:
title: ListProvidersResponse
description: >-
Response containing a list of all available providers.
TestProviderConnectionResponse:
type: object
properties:
success:
type: boolean
description: Whether the connection test succeeded
health:
type: object
additionalProperties:
oneOf:
- type: 'null'
- type: boolean
- type: number
- type: string
- type: array
- type: object
description: Health status from the provider
error_message:
type: string
description: Error message if test failed
additionalProperties: false
required:
- success
title: TestProviderConnectionResponse
description: >-
Response from testing a provider connection.
ListOpenAIResponseObject:
type: object
properties:

148
docs/static/deprecated-llama-stack-spec.html vendored
View file

@ -3526,6 +3526,51 @@
},
"deprecated": true
}
},
"/v1/providers/{provider_id}": {
"get": {
"responses": {
"200": {
"description": "A ListProvidersResponse containing all providers with matching provider_id.",
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/ListProvidersResponse"
}
}
}
},
"400": {
"$ref": "#/components/responses/BadRequest400"
},
"429": {
"$ref": "#/components/responses/TooManyRequests429"
},
"500": {
"$ref": "#/components/responses/InternalServerError500"
},
"default": {
"$ref": "#/components/responses/DefaultError"
}
},
"tags": [
"Providers"
],
"summary": "Get providers by ID (deprecated - use /providers/{api}/{provider_id} instead).",
"description": "Get providers by ID (deprecated - use /providers/{api}/{provider_id} instead).\nDEPRECATED: Returns all providers with the given provider_id across all APIs.\nThis can return multiple providers if the same ID is used for different APIs.\nUse /providers/{api}/{provider_id} for unambiguous access.",
"parameters": [
{
"name": "provider_id",
"in": "path",
"description": "The ID of the provider(s) to inspect.",
"required": true,
"schema": {
"type": "string"
}
}
],
"deprecated": true
}
}
},
"jsonSchemaDialect": "https://json-schema.org/draft/2020-12/schema",
@ -13350,6 +13395,103 @@
"logger_config"
],
"title": "SupervisedFineTuneRequest"
},
"ProviderInfo": {
"type": "object",
"properties": {
"api": {
"type": "string",
"description": "The API name this provider implements"
},
"provider_id": {
"type": "string",
"description": "Unique identifier for the provider"
},
"provider_type": {
"type": "string",
"description": "The type of provider implementation"
},
"config": {
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "null"
},
{
"type": "boolean"
},
{
"type": "number"
},
{
"type": "string"
},
{
"type": "array"
},
{
"type": "object"
}
]
},
"description": "Configuration parameters for the provider"
},
"health": {
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "null"
},
{
"type": "boolean"
},
{
"type": "number"
},
{
"type": "string"
},
{
"type": "array"
},
{
"type": "object"
}
]
},
"description": "Current health status of the provider"
}
},
"additionalProperties": false,
"required": [
"api",
"provider_id",
"provider_type",
"config",
"health"
],
"title": "ProviderInfo",
"description": "Information about a registered provider including its configuration and health status."
},
"ListProvidersResponse": {
"type": "object",
"properties": {
"data": {
"type": "array",
"items": {
"$ref": "#/components/schemas/ProviderInfo"
},
"description": "List of provider information objects"
}
},
"additionalProperties": false,
"required": [
"data"
],
"title": "ListProvidersResponse",
"description": "Response containing a list of all available providers."
}
},
"responses": {
@ -13461,6 +13603,11 @@
"name": "PostTraining (Coming Soon)",
"description": ""
},
{
"name": "Providers",
"description": "Providers API for inspecting, listing, and modifying providers and their configurations.",
"x-displayName": "Providers"
},
{
"name": "Safety",
"description": "OpenAI-compatible Moderations API.",
@ -13484,6 +13631,7 @@
"Inference",
"Models",
"PostTraining (Coming Soon)",
"Providers",
"Safety",
"VectorIO"
]

105
docs/static/deprecated-llama-stack-spec.yaml vendored
View file

@ -2600,6 +2600,46 @@ paths:
$ref: '#/components/schemas/SupervisedFineTuneRequest'
required: true
deprecated: true
/v1/providers/{provider_id}:
get:
responses:
'200':
description: >-
A ListProvidersResponse containing all providers with matching provider_id.
content:
application/json:
schema:
$ref: '#/components/schemas/ListProvidersResponse'
'400':
$ref: '#/components/responses/BadRequest400'
'429':
$ref: >-
#/components/responses/TooManyRequests429
'500':
$ref: >-
#/components/responses/InternalServerError500
default:
$ref: '#/components/responses/DefaultError'
tags:
- Providers
summary: >-
Get providers by ID (deprecated - use /providers/{api}/{provider_id} instead).
description: >-
Get providers by ID (deprecated - use /providers/{api}/{provider_id} instead).
DEPRECATED: Returns all providers with the given provider_id across all APIs.
This can return multiple providers if the same ID is used for different APIs.
Use /providers/{api}/{provider_id} for unambiguous access.
parameters:
- name: provider_id
in: path
description: The ID of the provider(s) to inspect.
required: true
schema:
type: string
deprecated: true
jsonSchemaDialect: >-
https://json-schema.org/draft/2020-12/schema
components:
@ -10121,6 +10161,66 @@ components:
- hyperparam_search_config
- logger_config
title: SupervisedFineTuneRequest
ProviderInfo:
type: object
properties:
api:
type: string
description: The API name this provider implements
provider_id:
type: string
description: Unique identifier for the provider
provider_type:
type: string
description: The type of provider implementation
config:
type: object
additionalProperties:
oneOf:
- type: 'null'
- type: boolean
- type: number
- type: string
- type: array
- type: object
description: >-
Configuration parameters for the provider
health:
type: object
additionalProperties:
oneOf:
- type: 'null'
- type: boolean
- type: number
- type: string
- type: array
- type: object
description: Current health status of the provider
additionalProperties: false
required:
- api
- provider_id
- provider_type
- config
- health
title: ProviderInfo
description: >-
Information about a registered provider including its configuration and health
status.
ListProvidersResponse:
type: object
properties:
data:
type: array
items:
$ref: '#/components/schemas/ProviderInfo'
description: List of provider information objects
additionalProperties: false
required:
- data
title: ListProvidersResponse
description: >-
Response containing a list of all available providers.
responses:
BadRequest400:
description: The request was invalid or malformed
@ -10226,6 +10326,10 @@ tags:
description: ''
- name: PostTraining (Coming Soon)
description: ''
- name: Providers
description: >-
Providers API for inspecting, listing, and modifying providers and their configurations.
x-displayName: Providers
- name: Safety
description: OpenAI-compatible Moderations API.
x-displayName: Safety
@ -10243,5 +10347,6 @@ x-tagGroups:
- Inference
- Models
- PostTraining (Coming Soon)
- Providers
- Safety
- VectorIO

280
docs/static/llama-stack-spec.html vendored
View file

@ -40,7 +40,7 @@
}
],
"paths": {
"/v1/admin/providers": {
"/v1/admin/providers/{api}": {
"post": {
"responses": {
"200": {
@ -71,7 +71,17 @@
],
"summary": "Register a new dynamic provider.",
"description": "Register a new dynamic provider.\nRegister a new provider instance at runtime. The provider will be validated,\ninstantiated, and persisted to the kvstore. Requires appropriate ABAC permissions.",
"parameters": [],
"parameters": [
{
"name": "api",
"in": "path",
"description": "API namespace this provider implements (e.g., 'inference', 'vector_io').",
"required": true,
"schema": {
"type": "string"
}
}
],
"requestBody": {
"content": {
"application/json": {
@ -85,7 +95,7 @@
"deprecated": false
}
},
"/v1/admin/providers/{provider_id}": {
"/v1/admin/providers/{api}/{provider_id}": {
"post": {
"responses": {
"200": {
@ -115,8 +125,17 @@
"Providers"
],
"summary": "Update an existing provider's configuration.",
"description": "Update an existing provider's configuration.\nUpdate the configuration and/or attributes of a dynamic provider. The provider\nwill be re-instantiated with the new configuration (hot-reload). Static providers\nfrom run.yaml cannot be updated.",
"description": "Update an existing provider's configuration.\nUpdate the configuration and/or attributes of a dynamic provider. The provider\nwill be re-instantiated with the new configuration (hot-reload).",
"parameters": [
{
"name": "api",
"in": "path",
"description": "API namespace the provider implements",
"required": true,
"schema": {
"type": "string"
}
},
{
"name": "provider_id",
"in": "path",
@ -161,8 +180,17 @@
"Providers"
],
"summary": "Unregister a dynamic provider.",
"description": "Unregister a dynamic provider.\nRemove a dynamic provider, shutting down its instance and removing it from\nthe kvstore. Static providers from run.yaml cannot be unregistered.",
"description": "Unregister a dynamic provider.\nRemove a dynamic provider, shutting down its instance and removing it from\nthe kvstore.",
"parameters": [
{
"name": "api",
"in": "path",
"description": "API namespace the provider implements",
"required": true,
"schema": {
"type": "string"
}
},
{
"name": "provider_id",
"in": "path",
@ -176,6 +204,60 @@
"deprecated": false
}
},
"/v1/admin/providers/{api}/{provider_id}/test": {
"post": {
"responses": {
"200": {
"description": "TestProviderConnectionResponse with health status.",
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/TestProviderConnectionResponse"
}
}
}
},
"400": {
"$ref": "#/components/responses/BadRequest400"
},
"429": {
"$ref": "#/components/responses/TooManyRequests429"
},
"500": {
"$ref": "#/components/responses/InternalServerError500"
},
"default": {
"$ref": "#/components/responses/DefaultError"
}
},
"tags": [
"Providers"
],
"summary": "Test a provider connection.",
"description": "Test a provider connection.\nExecute a health check on a provider to verify it is reachable and functioning.",
"parameters": [
{
"name": "api",
"in": "path",
"description": "API namespace the provider implements.",
"required": true,
"schema": {
"type": "string"
}
},
{
"name": "provider_id",
"in": "path",
"description": "ID of the provider to test.",
"required": true,
"schema": {
"type": "string"
}
}
],
"deprecated": false
}
},
"/v1/chat/completions": {
"get": {
"responses": {
@ -1771,7 +1853,52 @@
"deprecated": false
}
},
"/v1/providers/{provider_id}": {
"/v1/providers/{api}": {
"get": {
"responses": {
"200": {
"description": "A ListProvidersResponse containing providers for the specified API.",
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/ListProvidersResponse"
}
}
}
},
"400": {
"$ref": "#/components/responses/BadRequest400"
},
"429": {
"$ref": "#/components/responses/TooManyRequests429"
},
"500": {
"$ref": "#/components/responses/InternalServerError500"
},
"default": {
"$ref": "#/components/responses/DefaultError"
}
},
"tags": [
"Providers"
],
"summary": "List providers for a specific API.",
"description": "List providers for a specific API.\nList all providers that implement a specific API.",
"parameters": [
{
"name": "api",
"in": "path",
"description": "The API namespace to filter by (e.g., 'inference', 'vector_io')",
"required": true,
"schema": {
"type": "string"
}
}
],
"deprecated": false
}
},
"/v1/providers/{api}/{provider_id}": {
"get": {
"responses": {
"200": {
@ -1800,58 +1927,22 @@
"tags": [
"Providers"
],
"summary": "Get provider.",
"description": "Get provider.\nGet detailed information about a specific provider.",
"summary": "Get provider for specific API.",
"description": "Get provider for specific API.\nGet detailed information about a specific provider for a specific API.",
"parameters": [
{
"name": "provider_id",
"name": "api",
"in": "path",
"description": "The ID of the provider to inspect.",
"description": "The API namespace.",
"required": true,
"schema": {
"type": "string"
}
}
],
"deprecated": false
}
},
"/v1/providers/{provider_id}/test": {
"post": {
"responses": {
"200": {
"description": "TestProviderConnectionResponse with health status.",
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/TestProviderConnectionResponse"
}
}
}
},
"400": {
"$ref": "#/components/responses/BadRequest400"
},
"429": {
"$ref": "#/components/responses/TooManyRequests429"
},
"500": {
"$ref": "#/components/responses/InternalServerError500"
},
"default": {
"$ref": "#/components/responses/DefaultError"
}
},
"tags": [
"Providers"
],
"summary": "Test a provider connection.",
"description": "Test a provider connection.\nExecute a health check on a provider to verify it is reachable and functioning.\nWorks for both static and dynamic providers.",
"parameters": [
{
"name": "provider_id",
"in": "path",
"description": "ID of the provider to test.",
"description": "The ID of the provider to inspect.",
"required": true,
"schema": {
"type": "string"
@ -4193,10 +4284,6 @@
"type": "string",
"description": "Unique identifier for this provider instance."
},
"api": {
"type": "string",
"description": "API namespace this provider implements."
},
"provider_type": {
"type": "string",
"description": "Provider type (e.g., 'remote::openai')."
@ -4241,7 +4328,6 @@
"additionalProperties": false,
"required": [
"provider_id",
"api",
"provider_type",
"config"
],
@ -4531,6 +4617,51 @@
"title": "UpdateProviderResponse",
"description": "Response after updating a provider."
},
"TestProviderConnectionResponse": {
"type": "object",
"properties": {
"success": {
"type": "boolean",
"description": "Whether the connection test succeeded"
},
"health": {
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "null"
},
{
"type": "boolean"
},
{
"type": "number"
},
{
"type": "string"
},
{
"type": "array"
},
{
"type": "object"
}
]
},
"description": "Health status from the provider"
},
"error_message": {
"type": "string",
"description": "Error message if test failed"
}
},
"additionalProperties": false,
"required": [
"success"
],
"title": "TestProviderConnectionResponse",
"description": "Response from testing a provider connection."
},
"Order": {
"type": "string",
"enum": [
@ -7768,51 +7899,6 @@
"title": "ListProvidersResponse",
"description": "Response containing a list of all available providers."
},
"TestProviderConnectionResponse": {
"type": "object",
"properties": {
"success": {
"type": "boolean",
"description": "Whether the connection test succeeded"
},
"health": {
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "null"
},
{
"type": "boolean"
},
{
"type": "number"
},
{
"type": "string"
},
{
"type": "array"
},
{
"type": "object"
}
]
},
"description": "Health status from the provider"
},
"error_message": {
"type": "string",
"description": "Error message if test failed"
}
},
"additionalProperties": false,
"required": [
"success"
],
"title": "TestProviderConnectionResponse",
"description": "Response from testing a provider connection."
},
"ListOpenAIResponseObject": {
"type": "object",
"properties": {

209
docs/static/llama-stack-spec.yaml vendored
View file

@ -12,7 +12,7 @@ info:
servers:
- url: http://any-hosted-llama-stack.com
paths:
/v1/admin/providers:
/v1/admin/providers/{api}:
post:
responses:
'200':
@ -41,7 +41,14 @@ paths:
Register a new provider instance at runtime. The provider will be validated,
instantiated, and persisted to the kvstore. Requires appropriate ABAC permissions.
parameters: []
parameters:
- name: api
in: path
description: >-
API namespace this provider implements (e.g., 'inference', 'vector_io').
required: true
schema:
type: string
requestBody:
content:
application/json:
@ -49,7 +56,7 @@ paths:
$ref: '#/components/schemas/RegisterProviderRequest'
required: true
deprecated: false
/v1/admin/providers/{provider_id}:
/v1/admin/providers/{api}/{provider_id}:
post:
responses:
'200':
@ -78,10 +85,14 @@ paths:
Update the configuration and/or attributes of a dynamic provider. The provider
will be re-instantiated with the new configuration (hot-reload). Static providers
from run.yaml cannot be updated.
will be re-instantiated with the new configuration (hot-reload).
parameters:
- name: api
in: path
description: API namespace the provider implements
required: true
schema:
type: string
- name: provider_id
in: path
description: ID of the provider to update
@ -117,8 +128,14 @@ paths:
Remove a dynamic provider, shutting down its instance and removing it from
the kvstore. Static providers from run.yaml cannot be unregistered.
the kvstore.
parameters:
- name: api
in: path
description: API namespace the provider implements
required: true
schema:
type: string
- name: provider_id
in: path
description: ID of the provider to unregister.
@ -126,6 +143,47 @@ paths:
schema:
type: string
deprecated: false
/v1/admin/providers/{api}/{provider_id}/test:
post:
responses:
'200':
description: >-
TestProviderConnectionResponse with health status.
content:
application/json:
schema:
$ref: '#/components/schemas/TestProviderConnectionResponse'
'400':
$ref: '#/components/responses/BadRequest400'
'429':
$ref: >-
#/components/responses/TooManyRequests429
'500':
$ref: >-
#/components/responses/InternalServerError500
default:
$ref: '#/components/responses/DefaultError'
tags:
- Providers
summary: Test a provider connection.
description: >-
Test a provider connection.
Execute a health check on a provider to verify it is reachable and functioning.
parameters:
- name: api
in: path
description: API namespace the provider implements.
required: true
schema:
type: string
- name: provider_id
in: path
description: ID of the provider to test.
required: true
schema:
type: string
deprecated: false
/v1/chat/completions:
get:
responses:
@ -1365,7 +1423,43 @@ paths:
List all available providers.
parameters: []
deprecated: false
/v1/providers/{provider_id}:
/v1/providers/{api}:
get:
responses:
'200':
description: >-
A ListProvidersResponse containing providers for the specified API.
content:
application/json:
schema:
$ref: '#/components/schemas/ListProvidersResponse'
'400':
$ref: '#/components/responses/BadRequest400'
'429':
$ref: >-
#/components/responses/TooManyRequests429
'500':
$ref: >-
#/components/responses/InternalServerError500
default:
$ref: '#/components/responses/DefaultError'
tags:
- Providers
summary: List providers for a specific API.
description: >-
List providers for a specific API.
List all providers that implement a specific API.
parameters:
- name: api
in: path
description: >-
The API namespace to filter by (e.g., 'inference', 'vector_io')
required: true
schema:
type: string
deprecated: false
/v1/providers/{api}/{provider_id}:
get:
responses:
'200':
@ -1387,52 +1481,21 @@ paths:
$ref: '#/components/responses/DefaultError'
tags:
- Providers
summary: Get provider.
summary: Get provider for specific API.
description: >-
Get provider.
Get provider for specific API.
Get detailed information about a specific provider.
Get detailed information about a specific provider for a specific API.
parameters:
- name: provider_id
- name: api
in: path
description: The ID of the provider to inspect.
description: The API namespace.
required: true
schema:
type: string
deprecated: false
/v1/providers/{provider_id}/test:
post:
responses:
'200':
description: >-
TestProviderConnectionResponse with health status.
content:
application/json:
schema:
$ref: '#/components/schemas/TestProviderConnectionResponse'
'400':
$ref: '#/components/responses/BadRequest400'
'429':
$ref: >-
#/components/responses/TooManyRequests429
'500':
$ref: >-
#/components/responses/InternalServerError500
default:
$ref: '#/components/responses/DefaultError'
tags:
- Providers
summary: Test a provider connection.
description: >-
Test a provider connection.
Execute a health check on a provider to verify it is reachable and functioning.
Works for both static and dynamic providers.
parameters:
- name: provider_id
in: path
description: ID of the provider to test.
description: The ID of the provider to inspect.
required: true
schema:
type: string
@ -3157,9 +3220,6 @@ components:
type: string
description: >-
Unique identifier for this provider instance.
api:
type: string
description: API namespace this provider implements.
provider_type:
type: string
description: Provider type (e.g., 'remote::openai').
@ -3186,7 +3246,6 @@ components:
additionalProperties: false
required:
- provider_id
- api
- provider_type
- config
title: RegisterProviderRequest
@ -3395,6 +3454,32 @@ components:
- provider
title: UpdateProviderResponse
description: Response after updating a provider.
TestProviderConnectionResponse:
type: object
properties:
success:
type: boolean
description: Whether the connection test succeeded
health:
type: object
additionalProperties:
oneOf:
- type: 'null'
- type: boolean
- type: number
- type: string
- type: array
- type: object
description: Health status from the provider
error_message:
type: string
description: Error message if test failed
additionalProperties: false
required:
- success
title: TestProviderConnectionResponse
description: >-
Response from testing a provider connection.
Order:
type: string
enum:
@ -5863,32 +5948,6 @@ components:
title: ListProvidersResponse
description: >-
Response containing a list of all available providers.
TestProviderConnectionResponse:
type: object
properties:
success:
type: boolean
description: Whether the connection test succeeded
health:
type: object
additionalProperties:
oneOf:
- type: 'null'
- type: boolean
- type: number
- type: string
- type: array
- type: object
description: Health status from the provider
error_message:
type: string
description: Error message if test failed
additionalProperties: false
required:
- success
title: TestProviderConnectionResponse
description: >-
Response from testing a provider connection.
ListOpenAIResponseObject:
type: object
properties:

280
docs/static/stainless-llama-stack-spec.html vendored
View file

@ -40,7 +40,7 @@
}
],
"paths": {
"/v1/admin/providers": {
"/v1/admin/providers/{api}": {
"post": {
"responses": {
"200": {
@ -71,7 +71,17 @@
],
"summary": "Register a new dynamic provider.",
"description": "Register a new dynamic provider.\nRegister a new provider instance at runtime. The provider will be validated,\ninstantiated, and persisted to the kvstore. Requires appropriate ABAC permissions.",
"parameters": [],
"parameters": [
{
"name": "api",
"in": "path",
"description": "API namespace this provider implements (e.g., 'inference', 'vector_io').",
"required": true,
"schema": {
"type": "string"
}
}
],
"requestBody": {
"content": {
"application/json": {
@ -85,7 +95,7 @@
"deprecated": false
}
},
"/v1/admin/providers/{provider_id}": {
"/v1/admin/providers/{api}/{provider_id}": {
"post": {
"responses": {
"200": {
@ -115,8 +125,17 @@
"Providers"
],
"summary": "Update an existing provider's configuration.",
"description": "Update an existing provider's configuration.\nUpdate the configuration and/or attributes of a dynamic provider. The provider\nwill be re-instantiated with the new configuration (hot-reload). Static providers\nfrom run.yaml cannot be updated.",
"description": "Update an existing provider's configuration.\nUpdate the configuration and/or attributes of a dynamic provider. The provider\nwill be re-instantiated with the new configuration (hot-reload).",
"parameters": [
{
"name": "api",
"in": "path",
"description": "API namespace the provider implements",
"required": true,
"schema": {
"type": "string"
}
},
{
"name": "provider_id",
"in": "path",
@ -161,8 +180,17 @@
"Providers"
],
"summary": "Unregister a dynamic provider.",
"description": "Unregister a dynamic provider.\nRemove a dynamic provider, shutting down its instance and removing it from\nthe kvstore. Static providers from run.yaml cannot be unregistered.",
"description": "Unregister a dynamic provider.\nRemove a dynamic provider, shutting down its instance and removing it from\nthe kvstore.",
"parameters": [
{
"name": "api",
"in": "path",
"description": "API namespace the provider implements",
"required": true,
"schema": {
"type": "string"
}
},
{
"name": "provider_id",
"in": "path",
@ -176,6 +204,60 @@
"deprecated": false
}
},
"/v1/admin/providers/{api}/{provider_id}/test": {
"post": {
"responses": {
"200": {
"description": "TestProviderConnectionResponse with health status.",
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/TestProviderConnectionResponse"
}
}
}
},
"400": {
"$ref": "#/components/responses/BadRequest400"
},
"429": {
"$ref": "#/components/responses/TooManyRequests429"
},
"500": {
"$ref": "#/components/responses/InternalServerError500"
},
"default": {
"$ref": "#/components/responses/DefaultError"
}
},
"tags": [
"Providers"
],
"summary": "Test a provider connection.",
"description": "Test a provider connection.\nExecute a health check on a provider to verify it is reachable and functioning.",
"parameters": [
{
"name": "api",
"in": "path",
"description": "API namespace the provider implements.",
"required": true,
"schema": {
"type": "string"
}
},
{
"name": "provider_id",
"in": "path",
"description": "ID of the provider to test.",
"required": true,
"schema": {
"type": "string"
}
}
],
"deprecated": false
}
},
"/v1/chat/completions": {
"get": {
"responses": {
@ -1771,7 +1853,52 @@
"deprecated": false
}
},
"/v1/providers/{provider_id}": {
"/v1/providers/{api}": {
"get": {
"responses": {
"200": {
"description": "A ListProvidersResponse containing providers for the specified API.",
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/ListProvidersResponse"
}
}
}
},
"400": {
"$ref": "#/components/responses/BadRequest400"
},
"429": {
"$ref": "#/components/responses/TooManyRequests429"
},
"500": {
"$ref": "#/components/responses/InternalServerError500"
},
"default": {
"$ref": "#/components/responses/DefaultError"
}
},
"tags": [
"Providers"
],
"summary": "List providers for a specific API.",
"description": "List providers for a specific API.\nList all providers that implement a specific API.",
"parameters": [
{
"name": "api",
"in": "path",
"description": "The API namespace to filter by (e.g., 'inference', 'vector_io')",
"required": true,
"schema": {
"type": "string"
}
}
],
"deprecated": false
}
},
"/v1/providers/{api}/{provider_id}": {
"get": {
"responses": {
"200": {
@ -1800,58 +1927,22 @@
"tags": [
"Providers"
],
"summary": "Get provider.",
"description": "Get provider.\nGet detailed information about a specific provider.",
"summary": "Get provider for specific API.",
"description": "Get provider for specific API.\nGet detailed information about a specific provider for a specific API.",
"parameters": [
{
"name": "provider_id",
"name": "api",
"in": "path",
"description": "The ID of the provider to inspect.",
"description": "The API namespace.",
"required": true,
"schema": {
"type": "string"
}
}
],
"deprecated": false
}
},
"/v1/providers/{provider_id}/test": {
"post": {
"responses": {
"200": {
"description": "TestProviderConnectionResponse with health status.",
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/TestProviderConnectionResponse"
}
}
}
},
"400": {
"$ref": "#/components/responses/BadRequest400"
},
"429": {
"$ref": "#/components/responses/TooManyRequests429"
},
"500": {
"$ref": "#/components/responses/InternalServerError500"
},
"default": {
"$ref": "#/components/responses/DefaultError"
}
},
"tags": [
"Providers"
],
"summary": "Test a provider connection.",
"description": "Test a provider connection.\nExecute a health check on a provider to verify it is reachable and functioning.\nWorks for both static and dynamic providers.",
"parameters": [
{
"name": "provider_id",
"in": "path",
"description": "ID of the provider to test.",
"description": "The ID of the provider to inspect.",
"required": true,
"schema": {
"type": "string"
@ -5865,10 +5956,6 @@
"type": "string",
"description": "Unique identifier for this provider instance."
},
"api": {
"type": "string",
"description": "API namespace this provider implements."
},
"provider_type": {
"type": "string",
"description": "Provider type (e.g., 'remote::openai')."
@ -5913,7 +6000,6 @@
"additionalProperties": false,
"required": [
"provider_id",
"api",
"provider_type",
"config"
],
@ -6203,6 +6289,51 @@
"title": "UpdateProviderResponse",
"description": "Response after updating a provider."
},
"TestProviderConnectionResponse": {
"type": "object",
"properties": {
"success": {
"type": "boolean",
"description": "Whether the connection test succeeded"
},
"health": {
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "null"
},
{
"type": "boolean"
},
{
"type": "number"
},
{
"type": "string"
},
{
"type": "array"
},
{
"type": "object"
}
]
},
"description": "Health status from the provider"
},
"error_message": {
"type": "string",
"description": "Error message if test failed"
}
},
"additionalProperties": false,
"required": [
"success"
],
"title": "TestProviderConnectionResponse",
"description": "Response from testing a provider connection."
},
"Order": {
"type": "string",
"enum": [
@ -9440,51 +9571,6 @@
"title": "ListProvidersResponse",
"description": "Response containing a list of all available providers."
},
"TestProviderConnectionResponse": {
"type": "object",
"properties": {
"success": {
"type": "boolean",
"description": "Whether the connection test succeeded"
},
"health": {
"type": "object",
"additionalProperties": {
"oneOf": [
{
"type": "null"
},
{
"type": "boolean"
},
{
"type": "number"
},
{
"type": "string"
},
{
"type": "array"
},
{
"type": "object"
}
]
},
"description": "Health status from the provider"
},
"error_message": {
"type": "string",
"description": "Error message if test failed"
}
},
"additionalProperties": false,
"required": [
"success"
],
"title": "TestProviderConnectionResponse",
"description": "Response from testing a provider connection."
},
"ListOpenAIResponseObject": {
"type": "object",
"properties": {

209
docs/static/stainless-llama-stack-spec.yaml vendored
View file

@ -15,7 +15,7 @@ info:
servers:
- url: http://any-hosted-llama-stack.com
paths:
/v1/admin/providers:
/v1/admin/providers/{api}:
post:
responses:
'200':
@ -44,7 +44,14 @@ paths:
Register a new provider instance at runtime. The provider will be validated,
instantiated, and persisted to the kvstore. Requires appropriate ABAC permissions.
parameters: []
parameters:
- name: api
in: path
description: >-
API namespace this provider implements (e.g., 'inference', 'vector_io').
required: true
schema:
type: string
requestBody:
content:
application/json:
@ -52,7 +59,7 @@ paths:
$ref: '#/components/schemas/RegisterProviderRequest'
required: true
deprecated: false
/v1/admin/providers/{provider_id}:
/v1/admin/providers/{api}/{provider_id}:
post:
responses:
'200':
@ -81,10 +88,14 @@ paths:
Update the configuration and/or attributes of a dynamic provider. The provider
will be re-instantiated with the new configuration (hot-reload). Static providers
from run.yaml cannot be updated.
will be re-instantiated with the new configuration (hot-reload).
parameters:
- name: api
in: path
description: API namespace the provider implements
required: true
schema:
type: string
- name: provider_id
in: path
description: ID of the provider to update
@ -120,8 +131,14 @@ paths:
Remove a dynamic provider, shutting down its instance and removing it from
the kvstore. Static providers from run.yaml cannot be unregistered.
the kvstore.
parameters:
- name: api
in: path
description: API namespace the provider implements
required: true
schema:
type: string
- name: provider_id
in: path
description: ID of the provider to unregister.
@ -129,6 +146,47 @@ paths:
schema:
type: string
deprecated: false
/v1/admin/providers/{api}/{provider_id}/test:
post:
responses:
'200':
description: >-
TestProviderConnectionResponse with health status.
content:
application/json:
schema:
$ref: '#/components/schemas/TestProviderConnectionResponse'
'400':
$ref: '#/components/responses/BadRequest400'
'429':
$ref: >-
#/components/responses/TooManyRequests429
'500':
$ref: >-
#/components/responses/InternalServerError500
default:
$ref: '#/components/responses/DefaultError'
tags:
- Providers
summary: Test a provider connection.
description: >-
Test a provider connection.
Execute a health check on a provider to verify it is reachable and functioning.
parameters:
- name: api
in: path
description: API namespace the provider implements.
required: true
schema:
type: string
- name: provider_id
in: path
description: ID of the provider to test.
required: true
schema:
type: string
deprecated: false
/v1/chat/completions:
get:
responses:
@ -1368,7 +1426,43 @@ paths:
List all available providers.
parameters: []
deprecated: false
/v1/providers/{provider_id}:
/v1/providers/{api}:
get:
responses:
'200':
description: >-
A ListProvidersResponse containing providers for the specified API.
content:
application/json:
schema:
$ref: '#/components/schemas/ListProvidersResponse'
'400':
$ref: '#/components/responses/BadRequest400'
'429':
$ref: >-
#/components/responses/TooManyRequests429
'500':
$ref: >-
#/components/responses/InternalServerError500
default:
$ref: '#/components/responses/DefaultError'
tags:
- Providers
summary: List providers for a specific API.
description: >-
List providers for a specific API.
List all providers that implement a specific API.
parameters:
- name: api
in: path
description: >-
The API namespace to filter by (e.g., 'inference', 'vector_io')
required: true
schema:
type: string
deprecated: false
/v1/providers/{api}/{provider_id}:
get:
responses:
'200':
@ -1390,52 +1484,21 @@ paths:
$ref: '#/components/responses/DefaultError'
tags:
- Providers
summary: Get provider.
summary: Get provider for specific API.
description: >-
Get provider.
Get provider for specific API.
Get detailed information about a specific provider.
Get detailed information about a specific provider for a specific API.
parameters:
- name: provider_id
- name: api
in: path
description: The ID of the provider to inspect.
description: The API namespace.
required: true
schema:
type: string
deprecated: false
/v1/providers/{provider_id}/test:
post:
responses:
'200':
description: >-
TestProviderConnectionResponse with health status.
content:
application/json:
schema:
$ref: '#/components/schemas/TestProviderConnectionResponse'
'400':
$ref: '#/components/responses/BadRequest400'
'429':
$ref: >-
#/components/responses/TooManyRequests429
'500':
$ref: >-
#/components/responses/InternalServerError500
default:
$ref: '#/components/responses/DefaultError'
tags:
- Providers
summary: Test a provider connection.
description: >-
Test a provider connection.
Execute a health check on a provider to verify it is reachable and functioning.
Works for both static and dynamic providers.
parameters:
- name: provider_id
in: path
description: ID of the provider to test.
description: The ID of the provider to inspect.
required: true
schema:
type: string
@ -4370,9 +4433,6 @@ components:
type: string
description: >-
Unique identifier for this provider instance.
api:
type: string
description: API namespace this provider implements.
provider_type:
type: string
description: Provider type (e.g., 'remote::openai').
@ -4399,7 +4459,6 @@ components:
additionalProperties: false
required:
- provider_id
- api
- provider_type
- config
title: RegisterProviderRequest
@ -4608,6 +4667,32 @@ components:
- provider
title: UpdateProviderResponse
description: Response after updating a provider.
TestProviderConnectionResponse:
type: object
properties:
success:
type: boolean
description: Whether the connection test succeeded
health:
type: object
additionalProperties:
oneOf:
- type: 'null'
- type: boolean
- type: number
- type: string
- type: array
- type: object
description: Health status from the provider
error_message:
type: string
description: Error message if test failed
additionalProperties: false
required:
- success
title: TestProviderConnectionResponse
description: >-
Response from testing a provider connection.
Order:
type: string
enum:
@ -7076,32 +7161,6 @@ components:
title: ListProvidersResponse
description: >-
Response containing a list of all available providers.
TestProviderConnectionResponse:
type: object
properties:
success:
type: boolean
description: Whether the connection test succeeded
health:
type: object
additionalProperties:
oneOf:
- type: 'null'
- type: boolean
- type: number
- type: string
- type: array
- type: object
description: Health status from the provider
error_message:
type: string
description: Error message if test failed
additionalProperties: false
required:
- success
title: TestProviderConnectionResponse
description: >-
Response from testing a provider connection.
ListOpenAIResponseObject:
type: object
properties:

63
llama_stack/apis/providers/providers.py
View file

@ -137,24 +137,26 @@ class Providers(Protocol):
"""
...
@webmethod(route="/providers/{provider_id}", method="GET", level=LLAMA_STACK_API_V1)
async def inspect_provider(self, provider_id: str) -> ProviderInfo:
"""Get provider.
@webmethod(route="/providers/{provider_id}", method="GET", level=LLAMA_STACK_API_V1, deprecated=True)
async def inspect_provider(self, provider_id: str) -> ListProvidersResponse:
"""Get providers by ID (deprecated - use /providers/{api}/{provider_id} instead).
Get detailed information about a specific provider.
DEPRECATED: Returns all providers with the given provider_id across all APIs.
This can return multiple providers if the same ID is used for different APIs.
Use /providers/{api}/{provider_id} for unambiguous access.
:param provider_id: The ID of the provider to inspect.
:returns: A ProviderInfo object containing the provider's details.
:param provider_id: The ID of the provider(s) to inspect.
:returns: A ListProvidersResponse containing all providers with matching provider_id.
"""
...
# ===== Dynamic Provider Management Methods =====
@webmethod(route="/admin/providers", method="POST", level=LLAMA_STACK_API_V1)
@webmethod(route="/admin/providers/{api}", method="POST", level=LLAMA_STACK_API_V1)
async def register_provider(
self,
provider_id: str,
api: str,
provider_id: str,
provider_type: str,
config: dict[str, Any],
attributes: dict[str, list[str]] | None = None,
@ -164,8 +166,8 @@ class Providers(Protocol):
Register a new provider instance at runtime. The provider will be validated,
instantiated, and persisted to the kvstore. Requires appropriate ABAC permissions.
:param api: API namespace this provider implements (e.g., 'inference', 'vector_io').
:param provider_id: Unique identifier for this provider instance.
:param api: API namespace this provider implements.
:param provider_type: Provider type (e.g., 'remote::openai').
:param config: Provider configuration (API keys, endpoints, etc.).
:param attributes: Optional attributes for ABAC access control.
@ -173,9 +175,10 @@ class Providers(Protocol):
"""
...
@webmethod(route="/admin/providers/{provider_id}", method="PUT", level=LLAMA_STACK_API_V1)
@webmethod(route="/admin/providers/{api}/{provider_id}", method="PUT", level=LLAMA_STACK_API_V1)
async def update_provider(
self,
api: str,
provider_id: str,
config: dict[str, Any] | None = None,
attributes: dict[str, list[str]] | None = None,
@ -183,9 +186,9 @@ class Providers(Protocol):
"""Update an existing provider's configuration.
Update the configuration and/or attributes of a dynamic provider. The provider
will be re-instantiated with the new configuration (hot-reload). Static providers
from run.yaml cannot be updated.
will be re-instantiated with the new configuration (hot-reload).
:param api: API namespace the provider implements
:param provider_id: ID of the provider to update
:param config: New configuration parameters (merged with existing)
:param attributes: New attributes for access control
@ -193,25 +196,49 @@ class Providers(Protocol):
"""
...
@webmethod(route="/admin/providers/{provider_id}", method="DELETE", level=LLAMA_STACK_API_V1)
async def unregister_provider(self, provider_id: str) -> None:
@webmethod(route="/admin/providers/{api}/{provider_id}", method="DELETE", level=LLAMA_STACK_API_V1)
async def unregister_provider(self, api: str, provider_id: str) -> None:
"""Unregister a dynamic provider.
Remove a dynamic provider, shutting down its instance and removing it from
the kvstore. Static providers from run.yaml cannot be unregistered.
the kvstore.
:param api: API namespace the provider implements
:param provider_id: ID of the provider to unregister.
"""
...
@webmethod(route="/providers/{provider_id}/test", method="POST", level=LLAMA_STACK_API_V1)
async def test_provider_connection(self, provider_id: str) -> TestProviderConnectionResponse:
@webmethod(route="/admin/providers/{api}/{provider_id}/test", method="POST", level=LLAMA_STACK_API_V1)
async def test_provider_connection(self, api: str, provider_id: str) -> TestProviderConnectionResponse:
"""Test a provider connection.
Execute a health check on a provider to verify it is reachable and functioning.
Works for both static and dynamic providers.
:param api: API namespace the provider implements.
:param provider_id: ID of the provider to test.
:returns: TestProviderConnectionResponse with health status.
"""
...
@webmethod(route="/providers/{api}", method="GET", level=LLAMA_STACK_API_V1)
async def list_providers_for_api(self, api: str) -> ListProvidersResponse:
"""List providers for a specific API.
List all providers that implement a specific API.
:param api: The API namespace to filter by (e.g., 'inference', 'vector_io')
:returns: A ListProvidersResponse containing providers for the specified API.
"""
...
@webmethod(route="/providers/{api}/{provider_id}", method="GET", level=LLAMA_STACK_API_V1)
async def inspect_provider_for_api(self, api: str, provider_id: str) -> ProviderInfo:
"""Get provider for specific API.
Get detailed information about a specific provider for a specific API.
:param api: The API namespace.
:param provider_id: The ID of the provider to inspect.
:returns: A ProviderInfo object containing the provider's details.
"""
...

139
llama_stack/core/providers.py
View file

@ -79,29 +79,24 @@ class ProviderImpl(Providers):
from llama_stack.providers.utils.kvstore import kvstore_impl
self.kvstore = await kvstore_impl(self.config.run_config.storage.stores.metadata)
logger.info("✅ Initialized kvstore for dynamic provider management")
logger.info("Initialized kvstore for dynamic provider management")
# Load existing dynamic providers from kvstore
await self._load_dynamic_providers()
logger.info(f"📦 Loaded {len(self.dynamic_providers)} existing dynamic providers from kvstore")
logger.info(f"Loaded {len(self.dynamic_providers)} existing dynamic providers from kvstore")
# Auto-instantiate connected providers on startup
if self.provider_registry:
for provider_id, conn_info in self.dynamic_providers.items():
if conn_info.status == ProviderConnectionStatus.connected:
try:
impl = await self._instantiate_provider(conn_info)
self.dynamic_provider_impls[provider_id] = impl
logger.info(f"♻️ Auto-instantiated provider {provider_id} from kvstore")
except Exception as e:
logger.error(f"Failed to auto-instantiate provider {provider_id}: {e}")
logger.error(f"Failed to instantiate provider {provider_id}: {e}")
# Update status to failed
conn_info.status = ProviderConnectionStatus.failed
conn_info.error_message = str(e)
conn_info.updated_at = datetime.now(UTC)
await self._store_connection(conn_info)
else:
logger.warning("Provider registry not available, skipping auto-instantiation")
async def shutdown(self) -> None:
logger.debug("ProviderImpl.shutdown")
@ -174,13 +169,34 @@ class ProviderImpl(Providers):
return ListProvidersResponse(data=ret)
async def inspect_provider(self, provider_id: str) -> ProviderInfo:
async def inspect_provider(self, provider_id: str) -> ListProvidersResponse:
"""Get all providers with the given provider_id (deprecated).
Returns all providers across all APIs that have this provider_id.
This is deprecated - use inspect_provider_for_api() for unambiguous access.
"""
all_providers = await self.list_providers()
matching = [p for p in all_providers.data if p.provider_id == provider_id]
if not matching:
raise ValueError(f"Provider {provider_id} not found")
return ListProvidersResponse(data=matching)
async def list_providers_for_api(self, api: str) -> ListProvidersResponse:
"""List providers for a specific API."""
all_providers = await self.list_providers()
filtered = [p for p in all_providers.data if p.api == api]
return ListProvidersResponse(data=filtered)
async def inspect_provider_for_api(self, api: str, provider_id: str) -> ProviderInfo:
"""Get a specific provider for a specific API."""
all_providers = await self.list_providers()
for p in all_providers.data:
if p.provider_id == provider_id:
if p.api == api and p.provider_id == provider_id:
return p
raise ValueError(f"Provider {provider_id} not found")
raise ValueError(f"Provider {provider_id} not found for API {api}")
async def get_providers_health(self) -> dict[str, dict[str, HealthResponse]]:
"""Get health status for all providers.
@ -272,17 +288,19 @@ class ProviderImpl(Providers):
return ProviderConnectionInfo.model_validate_json(value)
return None
async def _delete_connection(self, provider_id: str) -> None:
async def _delete_connection(self, api: str, provider_id: str) -> None:
"""Delete provider connection from kvstore.
:param api: API namespace
:param provider_id: Provider ID to delete
"""
if not self.kvstore:
raise RuntimeError("KVStore not initialized")
key = f"{PROVIDER_CONNECTIONS_PREFIX}{provider_id}"
# Use composite key: provider_connections:v1::{api}::{provider_id}
key = f"{PROVIDER_CONNECTIONS_PREFIX}{api}::{provider_id}"
await self.kvstore.delete(key)
logger.debug(f"Deleted provider connection: {provider_id}")
logger.debug(f"Deleted provider connection: {api}::{provider_id}")
async def _list_connections(self) -> list[ProviderConnectionInfo]:
"""List all dynamic provider connections from kvstore.
@ -306,6 +324,17 @@ class ProviderImpl(Providers):
self.dynamic_providers[cache_key] = conn
logger.debug(f"Loaded dynamic provider: {cache_key} (status: {conn.status})")
def _find_provider_cache_key(self, provider_id: str) -> str | None:
"""Find the cache key for a provider by its provider_id.
Since we use composite keys ({api}::{provider_id}), this searches for the matching key.
Returns None if not found.
"""
for key in self.dynamic_providers.keys():
if key.endswith(f"::{provider_id}"):
return key
return None
# Helper methods for dynamic provider management
def _redact_sensitive_config(self, config: dict[str, Any]) -> dict[str, Any]:
@ -380,8 +409,8 @@ class ProviderImpl(Providers):
async def register_provider(
self,
provider_id: str,
api: str,
provider_id: str,
provider_type: str,
config: dict[str, Any],
attributes: dict[str, list[str]] | None = None,
@ -394,7 +423,6 @@ class ProviderImpl(Providers):
All providers are stored in kvstore and treated equally.
"""
logger.info(f"📝 REGISTER_PROVIDER called: provider_id={provider_id}, api={api}, type={provider_type}")
if not self.kvstore:
raise RuntimeError("Dynamic provider management is not enabled (no kvstore configured)")
@ -427,8 +455,6 @@ class ProviderImpl(Providers):
# Store in kvstore
await self._store_connection(conn_info)
# Instantiate provider if we have a provider registry
if self.provider_registry:
impl = await self._instantiate_provider(conn_info)
# Use composite key for impl cache too
self.dynamic_provider_impls[cache_key] = impl
@ -437,15 +463,7 @@ class ProviderImpl(Providers):
conn_info.status = ProviderConnectionStatus.connected
conn_info.updated_at = datetime.now(UTC)
logger.info(
f"Registered and instantiated dynamic provider {provider_id} (api={api}, type={provider_type})"
)
else:
# No registry available - just mark as connected without instantiation
# This can happen during testing or if provider management is disabled
conn_info.status = ProviderConnectionStatus.connected
conn_info.updated_at = datetime.now(UTC)
logger.warning(f"Registered provider {provider_id} without instantiation (no registry)")
logger.info(f"Registered and instantiated dynamic provider {provider_id} (api={api}, type={provider_type})")
# Store updated status
await self._store_connection(conn_info)
@ -468,6 +486,7 @@ class ProviderImpl(Providers):
async def update_provider(
self,
api: str,
provider_id: str,
config: dict[str, Any] | None = None,
attributes: dict[str, list[str]] | None = None,
@ -477,16 +496,16 @@ class ProviderImpl(Providers):
Updates persist to kvstore and survive server restarts.
This works for all providers (whether originally from run.yaml or API).
"""
logger.info(f"🔄 UPDATE_PROVIDER called: provider_id={provider_id}, has_config={config is not None}, has_attributes={attributes is not None}")
if not self.kvstore:
raise RuntimeError("Dynamic provider management is not enabled (no kvstore configured)")
# Check if provider exists
if provider_id not in self.dynamic_providers:
raise ValueError(f"Provider {provider_id} not found")
# Use composite key
cache_key = f"{api}::{provider_id}"
if cache_key not in self.dynamic_providers:
raise ValueError(f"Provider {provider_id} not found for API {api}")
conn_info = self.dynamic_providers[provider_id]
conn_info = self.dynamic_providers[cache_key]
# Update config if provided
if config is not None:
@ -504,10 +523,9 @@ class ProviderImpl(Providers):
await self._store_connection(conn_info)
# Hot-reload: Shutdown old instance and reinstantiate with new config
if self.provider_registry:
# Shutdown old instance if it exists
if provider_id in self.dynamic_provider_impls:
old_impl = self.dynamic_provider_impls[provider_id]
if cache_key in self.dynamic_provider_impls:
old_impl = self.dynamic_provider_impls[cache_key]
if hasattr(old_impl, "shutdown"):
try:
await old_impl.shutdown()
@ -517,7 +535,7 @@ class ProviderImpl(Providers):
# Reinstantiate with new config
impl = await self._instantiate_provider(conn_info)
self.dynamic_provider_impls[provider_id] = impl
self.dynamic_provider_impls[cache_key] = impl
# Update status to connected after successful reinstantiation
conn_info.status = ProviderConnectionStatus.connected
@ -525,12 +543,6 @@ class ProviderImpl(Providers):
await self._store_connection(conn_info)
logger.info(f"Hot-reloaded dynamic provider {provider_id}")
else:
# No registry - just update config without reinstantiation
conn_info.status = ProviderConnectionStatus.connected
conn_info.updated_at = datetime.now(UTC)
await self._store_connection(conn_info)
logger.warning(f"Updated provider {provider_id} config without hot-reload (no registry)")
return UpdateProviderResponse(provider=conn_info)
@ -543,34 +555,36 @@ class ProviderImpl(Providers):
logger.error(f"Failed to update provider {provider_id}: {e}")
raise RuntimeError(f"Failed to update provider: {e}") from e
async def unregister_provider(self, provider_id: str) -> None:
async def unregister_provider(self, api: str, provider_id: str) -> None:
"""Unregister a provider.
Removes the provider from kvstore and shuts down its instance.
This works for all providers (whether originally from run.yaml or API).
"""
logger.info(f"🗑️ UNREGISTER_PROVIDER called: provider_id={provider_id}")
if not self.kvstore:
raise RuntimeError("Dynamic provider management is not enabled (no kvstore configured)")
# Check if provider exists
if provider_id not in self.dynamic_providers:
raise ValueError(f"Provider {provider_id} not found")
# Use composite key
cache_key = f"{api}::{provider_id}"
if cache_key not in self.dynamic_providers:
raise ValueError(f"Provider {provider_id} not found for API {api}")
conn_info = self.dynamic_providers[cache_key]
try:
# Shutdown provider instance if it exists
if provider_id in self.dynamic_provider_impls:
impl = self.dynamic_provider_impls[provider_id]
if cache_key in self.dynamic_provider_impls:
impl = self.dynamic_provider_impls[cache_key]
if hasattr(impl, "shutdown"):
await impl.shutdown()
del self.dynamic_provider_impls[provider_id]
del self.dynamic_provider_impls[cache_key]
# Remove from kvstore
await self._delete_connection(provider_id)
# Remove from kvstore (using the api and provider_id from conn_info)
await self._delete_connection(conn_info.api, provider_id)
# Remove from runtime cache
del self.dynamic_providers[provider_id]
del self.dynamic_providers[cache_key]
logger.info(f"Unregistered dynamic provider {provider_id}")
@ -578,23 +592,24 @@ class ProviderImpl(Providers):
logger.error(f"Failed to unregister provider {provider_id}: {e}")
raise RuntimeError(f"Failed to unregister provider: {e}") from e
async def test_provider_connection(self, provider_id: str) -> TestProviderConnectionResponse:
async def test_provider_connection(self, api: str, provider_id: str) -> TestProviderConnectionResponse:
"""Test a provider connection."""
logger.info(f"🔍 TEST_PROVIDER_CONNECTION called: provider_id={provider_id}")
# Check if provider exists (static or dynamic)
provider_impl = None
cache_key = f"{api}::{provider_id}"
# Check dynamic providers first (using composite keys)
if cache_key in self.dynamic_provider_impls:
provider_impl = self.dynamic_provider_impls[cache_key]
# Check dynamic providers first
if provider_id in self.dynamic_provider_impls:
provider_impl = self.dynamic_provider_impls[provider_id]
# Check static providers
elif provider_id in self.deps:
if not provider_impl and provider_id in self.deps:
provider_impl = self.deps[provider_id]
if not provider_impl:
return TestProviderConnectionResponse(
success=False, error_message=f"Provider {provider_id} not found or not initialized"
success=False, error_message=f"Provider {provider_id} not found for API {api}"
)
# Check if provider has health method
@ -611,8 +626,8 @@ class ProviderImpl(Providers):
health_result = await asyncio.wait_for(provider_impl.health(), timeout=5.0)
# Update health in dynamic provider cache if applicable
if provider_id in self.dynamic_providers:
conn_info = self.dynamic_providers[provider_id]
if cache_key and cache_key in self.dynamic_providers:
conn_info = self.dynamic_providers[cache_key]
conn_info.health = ProviderHealth.from_health_response(health_result)
conn_info.last_health_check = datetime.now(UTC)
await self._store_connection(conn_info)

71
llama_stack/core/stack.py
View file

@ -34,16 +34,21 @@ from llama_stack.apis.synthetic_data_generation import SyntheticDataGeneration
from llama_stack.apis.telemetry import Telemetry
from llama_stack.apis.tools import RAGToolRuntime, ToolGroups, ToolRuntime
from llama_stack.apis.vector_io import VectorIO
from llama_stack.core.access_control.datatypes import AccessRule
from llama_stack.core.conversations.conversations import ConversationServiceConfig, ConversationServiceImpl
from llama_stack.core.datatypes import Provider, SafetyConfig, StackRunConfig, VectorStoresConfig
from llama_stack.core.distribution import get_provider_registry
from llama_stack.core.distribution import builtin_automatically_routed_apis, get_provider_registry
from llama_stack.core.inspect import DistributionInspectConfig, DistributionInspectImpl
from llama_stack.core.prompts.prompts import PromptServiceConfig, PromptServiceImpl
from llama_stack.core.providers import ProviderImpl, ProviderImplConfig
from llama_stack.core.resolver import ProviderRegistry, resolve_impls
from llama_stack.core.resolver import (
ProviderRegistry,
instantiate_provider,
sort_providers_by_deps,
specs_for_autorouted_apis,
validate_and_prepare_providers,
)
from llama_stack.core.routing_tables.common import CommonRoutingTableImpl
from llama_stack.core.access_control.datatypes import AccessRule
from llama_stack.core.store.registry import DistributionRegistry
from llama_stack.core.storage.datatypes import (
InferenceStoreReference,
KVStoreReference,
@ -54,10 +59,12 @@ from llama_stack.core.storage.datatypes import (
StorageBackendConfig,
StorageConfig,
)
from llama_stack.core.store.registry import create_dist_registry
from llama_stack.core.store.registry import DistributionRegistry, create_dist_registry
from llama_stack.core.utils.dynamic import instantiate_class_type
from llama_stack.log import get_logger
from llama_stack.providers.datatypes import Api
from llama_stack.providers.utils.kvstore.kvstore import register_kvstore_backends
from llama_stack.providers.utils.sqlstore.sqlstore import register_sqlstore_backends
logger = get_logger(name=__name__, category="core")
@ -401,9 +408,6 @@ def _initialize_storage(run_config: StackRunConfig):
else:
raise ValueError(f"Unknown storage backend type: {type}")
from llama_stack.providers.utils.kvstore.kvstore import register_kvstore_backends
from llama_stack.providers.utils.sqlstore.sqlstore import register_sqlstore_backends
register_kvstore_backends(kv_backends)
register_sqlstore_backends(sql_backends)
@ -429,9 +433,6 @@ async def resolve_impls_via_provider_registration(
Returns:
Dictionary mapping API to implementation instances
"""
from llama_stack.core.distribution import builtin_automatically_routed_apis
from llama_stack.core.resolver import sort_providers_by_deps, specs_for_autorouted_apis, validate_and_prepare_providers
routing_table_apis = {x.routing_table_api for x in builtin_automatically_routed_apis()}
router_apis = {x.router_api for x in builtin_automatically_routed_apis()}
@ -455,50 +456,29 @@ async def resolve_impls_via_provider_registration(
# Register each provider through ProviderImpl
impls = internal_impls.copy()
logger.info(f"🚀 Starting provider registration for {len(sorted_providers)} providers from run.yaml")
logger.info(f"Provider registration for {len(sorted_providers)} providers from run.yaml")
for api_str, provider in sorted_providers:
# Skip providers that are not enabled
if provider.provider_id is None:
continue
# Skip internal APIs that need special handling
# - providers: already initialized as internal_impls
# - inspect: already initialized as internal_impls
# - telemetry: internal observability, directly instantiated below
# Skip internal APIs (already initialized)
if api_str in ["providers", "inspect"]:
continue
# Telemetry is an internal API that should be directly instantiated
if api_str == "telemetry":
logger.info(f"Instantiating {provider.provider_id} for {api_str}")
from llama_stack.core.resolver import instantiate_provider
deps = {a: impls[a] for a in provider.spec.api_dependencies if a in impls}
for a in provider.spec.optional_api_dependencies:
if a in impls:
deps[a] = impls[a]
impl = await instantiate_provider(provider, deps, {}, dist_registry, run_config, policy)
api = Api(api_str)
impls[api] = impl
providers_impl.deps[api] = impl
continue
# Handle different provider types
try:
# Check if this is a routing table or router (system infrastructure)
is_routing_table = api_str.startswith("inner-") or provider.spec.provider_type in ["routing_table", "router"]
is_router = not api_str.startswith("inner-") and (Api(api_str) in router_apis or provider.spec.provider_type == "router")
# Check if this is a router (system infrastructure)
is_router = not api_str.startswith("inner-") and (
Api(api_str) in router_apis or provider.spec.provider_type == "router"
)
if api_str.startswith("inner-") or provider.spec.provider_type == "routing_table":
# Inner providers or routing tables cannot be registered through the API
# They need to be instantiated directly
logger.info(f"Instantiating {provider.provider_id} for {api_str}")
from llama_stack.core.resolver import instantiate_provider
deps = {a: impls[a] for a in provider.spec.api_dependencies if a in impls}
for a in provider.spec.optional_api_dependencies:
if a in impls:
@ -510,8 +490,9 @@ async def resolve_impls_via_provider_registration(
# For routing tables of autorouted APIs, get inner impls from the router API
# E.g., tool_groups routing table needs inner-tool_runtime providers
if provider.spec.provider_type == "routing_table":
from llama_stack.core.distribution import builtin_automatically_routed_apis
autorouted_map = {info.routing_table_api: info.router_api for info in builtin_automatically_routed_apis()}
autorouted_map = {
info.routing_table_api: info.router_api for info in builtin_automatically_routed_apis()
}
if Api(api_str) in autorouted_map:
router_api_str = autorouted_map[Api(api_str)].value
inner_key = f"inner-{router_api_str}"
@ -540,8 +521,6 @@ async def resolve_impls_via_provider_registration(
# Router providers also need special handling
logger.info(f"Instantiating router {provider.provider_id} for {api_str}")
from llama_stack.core.resolver import instantiate_provider
deps = {a: impls[a] for a in provider.spec.api_dependencies if a in impls}
for a in provider.spec.optional_api_dependencies:
if a in impls:
@ -564,9 +543,9 @@ async def resolve_impls_via_provider_registration(
api = Api(api_str)
logger.info(f"Registering {provider.provider_id} for {api.value}")
response = await providers_impl.register_provider(
provider_id=provider.provider_id,
await providers_impl.register_provider(
api=api.value,
provider_id=provider.provider_id,
provider_type=provider.spec.provider_type,
config=provider.config,
attributes=getattr(provider, "attributes", None),
@ -580,10 +559,10 @@ async def resolve_impls_via_provider_registration(
# IMPORTANT: Update providers_impl.deps so subsequent providers can depend on this one
providers_impl.deps[api] = impl
logger.info(f"✅ Successfully registered startup provider: {provider.provider_id}")
logger.info(f"Successfully registered startup provider: {provider.provider_id}")
except Exception as e:
logger.error(f"❌ Failed to handle provider {provider.provider_id}: {e}")
logger.error(f"Failed to handle provider {provider.provider_id}: {e}")
raise
return impls

2
llama_stack/distributions/ci-tests/run.yaml
View file

@ -231,7 +231,7 @@ storage:
backends:
kv_default:
type: kv_sqlite
db_path: ":memory:"
db_path: ${env.SQLITE_STORE_DIR:=~/.llama/distributions/ci-tests}/kvstore.db
sql_default:
type: sql_sqlite
db_path: ${env.SQLITE_STORE_DIR:=~/.llama/distributions/ci-tests}/sql_store.db

66
tests/unit/core/test_dynamic_providers.py
View file

@ -83,8 +83,8 @@ class TestDynamicProviderManagement:
with patch.object(provider_impl, "_instantiate_provider", return_value=mock_provider_instance):
# Register a mock inference provider
response = await provider_impl.register_provider(
provider_id="test-inference-1",
api=Api.inference.value,
provider_id="test-inference-1",
provider_type="remote::openai",
config={"api_key": "test-key", "url": "https://api.openai.com/v1"},
attributes={"team": ["test-team"]},
@ -98,9 +98,9 @@ class TestDynamicProviderManagement:
assert response.provider.config["api_key"] == "test-key"
assert response.provider.attributes == {"team": ["test-team"]}
# Verify provider is stored
assert "test-inference-1" in provider_impl.dynamic_providers
assert "test-inference-1" in provider_impl.dynamic_provider_impls
# Verify provider is stored (using composite key)
assert "inference::test-inference-1" in provider_impl.dynamic_providers
assert "inference::test-inference-1" in provider_impl.dynamic_provider_impls
async def test_register_vector_store_provider(self, provider_impl):
"""Test registering a new vector store provider."""
@ -111,8 +111,8 @@ class TestDynamicProviderManagement:
with patch.object(provider_impl, "_instantiate_provider", return_value=mock_provider_instance):
# Register a mock vector_io provider
response = await provider_impl.register_provider(
provider_id="test-vector-store-1",
api=Api.vector_io.value,
provider_id="test-vector-store-1",
provider_type="inline::faiss",
config={"dimension": 768, "index_path": "/tmp/faiss_index"},
)
@ -132,8 +132,8 @@ class TestDynamicProviderManagement:
with patch.object(provider_impl, "_instantiate_provider", return_value=mock_provider_instance):
# Register first provider
await provider_impl.register_provider(
provider_id="test-duplicate",
api=Api.inference.value,
provider_id="test-duplicate",
provider_type="remote::openai",
config={"api_key": "key1"},
)
@ -141,8 +141,8 @@ class TestDynamicProviderManagement:
# Try to register with same ID
with pytest.raises(ValueError, match="already exists"):
await provider_impl.register_provider(
provider_id="test-duplicate",
api=Api.inference.value,
provider_id="test-duplicate",
provider_type="remote::openai",
config={"api_key": "key2"},
)
@ -155,14 +155,15 @@ class TestDynamicProviderManagement:
with patch.object(provider_impl, "_instantiate_provider", return_value=mock_provider_instance):
# Register provider
await provider_impl.register_provider(
provider_id="test-update",
api=Api.inference.value,
provider_id="test-update",
provider_type="remote::openai",
config={"api_key": "old-key", "timeout": 30},
)
# Update configuration
response = await provider_impl.update_provider(
api=Api.inference.value,
provider_id="test-update",
config={"api_key": "new-key", "timeout": 60},
)
@ -181,8 +182,8 @@ class TestDynamicProviderManagement:
with patch.object(provider_impl, "_instantiate_provider", return_value=mock_provider_instance):
# Register provider with initial attributes
await provider_impl.register_provider(
provider_id="test-attributes",
api=Api.inference.value,
provider_id="test-attributes",
provider_type="remote::openai",
config={"api_key": "test-key"},
attributes={"team": ["team-a"]},
@ -190,6 +191,7 @@ class TestDynamicProviderManagement:
# Update attributes
response = await provider_impl.update_provider(
api=Api.inference.value,
provider_id="test-attributes",
attributes={"team": ["team-a", "team-b"], "environment": ["prod"]},
)
@ -201,6 +203,7 @@ class TestDynamicProviderManagement:
"""Test that updating a non-existent provider fails."""
with pytest.raises(ValueError, match="not found"):
await provider_impl.update_provider(
api=Api.inference.value,
provider_id="nonexistent",
config={"api_key": "new-key"},
)
@ -214,21 +217,22 @@ class TestDynamicProviderManagement:
with patch.object(provider_impl, "_instantiate_provider", return_value=mock_provider_instance):
# Register provider
await provider_impl.register_provider(
provider_id="test-unregister",
api=Api.inference.value,
provider_id="test-unregister",
provider_type="remote::openai",
config={"api_key": "test-key"},
)
# Verify it exists
assert "test-unregister" in provider_impl.dynamic_providers
cache_key = f"{Api.inference.value}::test-unregister"
assert cache_key in provider_impl.dynamic_providers
# Unregister provider
await provider_impl.unregister_provider(provider_id="test-unregister")
await provider_impl.unregister_provider(api=Api.inference.value, provider_id="test-unregister")
# Verify it's removed
assert "test-unregister" not in provider_impl.dynamic_providers
assert "test-unregister" not in provider_impl.dynamic_provider_impls
assert cache_key not in provider_impl.dynamic_providers
assert cache_key not in provider_impl.dynamic_provider_impls
# Verify shutdown was called
mock_provider_instance.shutdown.assert_called_once()
@ -236,7 +240,7 @@ class TestDynamicProviderManagement:
async def test_unregister_nonexistent_provider_fails(self, provider_impl):
"""Test that unregistering a non-existent provider fails."""
with pytest.raises(ValueError, match="not found"):
await provider_impl.unregister_provider(provider_id="nonexistent")
await provider_impl.unregister_provider(api=Api.inference.value, provider_id="nonexistent")
async def test_test_provider_connection_healthy(self, provider_impl):
"""Test testing a healthy provider connection."""
@ -246,14 +250,14 @@ class TestDynamicProviderManagement:
with patch.object(provider_impl, "_instantiate_provider", return_value=mock_provider_instance):
# Register provider
await provider_impl.register_provider(
provider_id="test-health",
api=Api.inference.value,
provider_id="test-health",
provider_type="remote::openai",
config={"api_key": "test-key"},
)
# Test connection
response = await provider_impl.test_provider_connection(provider_id="test-health")
response = await provider_impl.test_provider_connection(api=Api.inference.value, provider_id="test-health")
# Verify response
assert response.success is True
@ -271,14 +275,16 @@ class TestDynamicProviderManagement:
with patch.object(provider_impl, "_instantiate_provider", return_value=mock_provider_instance):
# Register provider
await provider_impl.register_provider(
provider_id="test-unhealthy",
api=Api.inference.value,
provider_id="test-unhealthy",
provider_type="remote::openai",
config={"api_key": "invalid-key"},
)
# Test connection
response = await provider_impl.test_provider_connection(provider_id="test-unhealthy")
response = await provider_impl.test_provider_connection(
api=Api.inference.value, provider_id="test-unhealthy"
)
# Verify response shows unhealthy status
assert response.success is False
@ -292,15 +298,15 @@ class TestDynamicProviderManagement:
with patch.object(provider_impl, "_instantiate_provider", return_value=mock_provider_instance):
# Register multiple providers
await provider_impl.register_provider(
provider_id="dynamic-1",
api=Api.inference.value,
provider_id="dynamic-1",
provider_type="remote::openai",
config={"api_key": "key1"},
)
await provider_impl.register_provider(
provider_id="dynamic-2",
api=Api.vector_io.value,
provider_id="dynamic-2",
provider_type="inline::faiss",
config={"dimension": 768},
)
@ -321,8 +327,8 @@ class TestDynamicProviderManagement:
with patch.object(provider_impl, "_instantiate_provider", return_value=mock_provider_instance):
# Register provider
await provider_impl.register_provider(
provider_id="test-inspect",
api=Api.inference.value,
provider_id="test-inspect",
provider_type="remote::openai",
config={"api_key": "test-key", "model": "gpt-4"},
)
@ -330,14 +336,17 @@ class TestDynamicProviderManagement:
# Update the stored health info to reflect OK status
# (In reality, the health check happens during registration,
# but our mock may not have been properly called)
conn_info = provider_impl.dynamic_providers["test-inspect"]
cache_key = f"{Api.inference.value}::test-inspect"
conn_info = provider_impl.dynamic_providers[cache_key]
conn_info.health = ProviderHealth.from_health_response({"status": HealthStatus.OK})
# Inspect provider
provider_info = await provider_impl.inspect_provider(provider_id="test-inspect")
response = await provider_impl.inspect_provider(provider_id="test-inspect")
# Verify provider info
# Verify response
assert len(response.data) == 1
provider_info = response.data[0]
assert provider_info.provider_id == "test-inspect"
assert provider_info.api == Api.inference.value
assert provider_info.provider_type == "remote::openai"
@ -352,8 +361,8 @@ class TestDynamicProviderManagement:
with patch.object(provider_impl, "_instantiate_provider", return_value=mock_provider_instance):
# Register provider
await provider_impl.register_provider(
provider_id="test-persist",
api=Api.inference.value,
provider_id="test-persist",
provider_type="remote::openai",
config={"api_key": "persist-key"},
)
@ -397,5 +406,6 @@ class TestDynamicProviderManagement:
await new_impl._load_dynamic_providers()
# Verify the provider was loaded from kvstore
assert "test-persist" in new_impl.dynamic_providers
assert new_impl.dynamic_providers["test-persist"].config["api_key"] == "persist-key"
cache_key = f"{Api.inference.value}::test-persist"
assert cache_key in new_impl.dynamic_providers
assert new_impl.dynamic_providers[cache_key].config["api_key"] == "persist-key"