feat:OpenAPI update: assistant lifecycle, MCP discovery, tool schemas#215
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feat:OpenAPI update: assistant lifecycle, MCP discovery, tool schemas#215
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WalkthroughSingle OpenAPI spec updated to add assistant lifecycle and MCP discovery endpoints, introduce discriminated tool schemas (HTTP/MCP/File/Web), expand Assistant properties, add enums (AssistantType, BudgetLevel, Visibility, RunOptimization), define new tool/resource models, integrate Maestro run error handling, and add a vector-store demo endpoint with vector_store_id support. Changes
Sequence Diagram(s)sequenceDiagram
autonumber
actor Client
participant API as Studio API
participant Assist as Assistant Service
participant Tools as Tool Registry (HTTP/MCP/File/Web)
participant Runner as Run Orchestrator
participant Maestro as Maestro Engine
rect rgba(230,245,255,0.6)
note over Client,API: Create Assistant
Client->>API: POST /studio/v1/assistants (CreateAssistantRequest)
API->>Assist: Validate + store assistant (schemas with ToolDefinition discriminator)
Assist-->>API: Assistant (assistant_type, budget, visibility, tools)
API-->>Client: 201 Assistant
end
rect rgba(235,255,235,0.6)
note over Client,API: Modify Assistant
Client->>API: PATCH /studio/v1/assistants/{id} (ModifyAssistantRequest)
API->>Assist: Update fields (requirements, tools, response_language, ...)
Assist-->>API: Updated Assistant
API-->>Client: 200 Assistant
end
rect rgba(255,245,230,0.6)
note over Client,Maestro: Run Assistant
Client->>API: POST /studio/v1/assistants/{id}/run (RunAssistantRequest + RunOptimization)
API->>Runner: Start run
Runner->>Tools: Resolve tool resources (HTTPTool/MCP/File/Web) via discriminator
alt Uses Maestro
Runner->>Maestro: Execute plan
Maestro-->>Runner: Result or MaestroRunError
else Non-Maestro
Runner-->>API: Run result
end
API-->>Client: 200 Run result (may include error field for MaestroRunError)
end
sequenceDiagram
autonumber
actor Client
participant API as Studio API
participant MCP as MCP Discovery
rect rgba(245,240,255,0.6)
note over Client,MCP: MCP Discovery
Client->>API: POST /studio/v1/mcp/discover
API->>MCP: Discover (MCPDefinition)
MCP-->>API: MCPDiscoveryResponse (MCPTool, MCPToolResource)
API-->>Client: 200 MCPDiscoveryResponse
end
Estimated code review effort🎯 4 (Complex) | ⏱️ ~60 minutes Poem
Pre-merge checks and finishing touches❌ Failed checks (1 inconclusive)
✅ Passed checks (2 passed)
✨ Finishing touches🧪 Generate unit tests
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Actionable comments posted: 4
🧹 Nitpick comments (2)
src/libs/AI21/openapi.yaml (2)
1018-1043: Define a proper response schema and fix the verbose title.The 200 response returns an untyped object with a noisy title. Prefer a dedicated schema (e.g., VectorStore) for codegen stability and readability.
Apply this diff and add the schema below:
- application/json: - schema: - title: Response Get Vector Store Studio V1 Demos Regulations Vector Store Vector Store Id Get - type: object + application/json: + schema: + $ref: '#/components/schemas/VectorStore'Add this schema (outside the hunk):
VectorStore: title: VectorStore type: object properties: id: type: string name: type: string stats: type: object
2305-2308: Correct vector_store_id description (wrong feature area).This is under regulations/compliance but mentions RFI.
- description: Vector store ID to use for RFI processing + description: Vector store ID to use for regulations compliance processing
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📒 Files selected for processing (1)
src/libs/AI21/openapi.yaml(23 hunks)
🔇 Additional comments (6)
src/libs/AI21/openapi.yaml (6)
2472-2473: Good: Chat tools now use a typed ToolDefinition.Switching to language_studio_api_server__data_types__chat__ToolDefinition improves validation and codegen.
3307-3362: FileSearchToolResource looks coherent.Enum/type/discriminator align with ToolDefinition oneOf. Defaults are sensible.
3674-3745: MCP types look consistent.Minimal requireds, clear resource shape, and discriminator compatibility.
3907-3960: ModifyAssistantRequest consistency is good.Uses RunOptimization, AssistantToolResource, and enum fields; matches Assistant shape.
4118-4166: RunAssistantRequest is clear and narrowly scoped.Defaults/read-only choices align with MaestroRunResult; include list looks intentional.
4685-4698: Discriminated union for ToolDefinition is correct.type-based mapping matches sub-schemas; should work well with generators.
Comment on lines
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| title: CreateAssistantRequest | ||
| required: | ||
| - name | ||
| type: object | ||
| properties: | ||
| name: | ||
| title: Name | ||
| type: string | ||
| description: | ||
| title: Description | ||
| type: string | ||
| optimization: | ||
| title: Optimization | ||
| type: string | ||
| avatar: | ||
| title: Avatar | ||
| type: string | ||
| models: | ||
| title: Models | ||
| type: array | ||
| items: | ||
| type: string | ||
| tools: | ||
| title: Tools | ||
| type: array | ||
| items: | ||
| $ref: '#/components/schemas/language_studio_api_server__data_types__execution_engine__ToolDefinition' | ||
| tool_resources: | ||
| title: Tool Resources | ||
| type: object | ||
| requirements: | ||
| title: Requirements | ||
| type: array | ||
| items: | ||
| $ref: '#/components/schemas/language_studio_api_server__data_types__assistant__Requirement' | ||
| budget: | ||
| allOf: | ||
| - $ref: '#/components/schemas/BudgetLevel' | ||
| default: medium | ||
| assistant_type: | ||
| allOf: | ||
| - $ref: '#/components/schemas/AssistantType' | ||
| default: default | ||
| CreateMaestroRunsPayload: |
There was a problem hiding this comment.
Align CreateAssistantRequest with ModifyAssistantRequest/Assistant (types and fields).
Inconsistencies: optimization should use RunOptimization; tool_resources should match AssistantToolResource; visibility/response_language are missing but exist on Assistant.
Apply:
title: CreateAssistantRequest
@@
properties:
@@
- optimization:
- title: Optimization
- type: string
+ optimization:
+ $ref: '#/components/schemas/RunOptimization'
@@
- tool_resources:
- title: Tool Resources
- type: object
+ tool_resources:
+ $ref: '#/components/schemas/AssistantToolResource'
@@
budget:
allOf:
- $ref: '#/components/schemas/BudgetLevel'
default: medium
+ visibility:
+ allOf:
+ - $ref: '#/components/schemas/Visibility'
+ default: public
assistant_type:
allOf:
- $ref: '#/components/schemas/AssistantType'
default: default
+ response_language:
+ title: Response Language
+ enum: [arabic, dutch, english, french, german, hebrew, italian, portuguese, spanish, unset]
+ type: string
+ default: unset📝 Committable suggestion
‼️ IMPORTANT
Carefully review the code before committing. Ensure that it accurately replaces the highlighted code, contains no missing lines, and has no issues with indentation. Thoroughly test & benchmark the code to ensure it meets the requirements.
Suggested change
| title: CreateAssistantRequest | |
| required: | |
| - name | |
| type: object | |
| properties: | |
| name: | |
| title: Name | |
| type: string | |
| description: | |
| title: Description | |
| type: string | |
| optimization: | |
| title: Optimization | |
| type: string | |
| avatar: | |
| title: Avatar | |
| type: string | |
| models: | |
| title: Models | |
| type: array | |
| items: | |
| type: string | |
| tools: | |
| title: Tools | |
| type: array | |
| items: | |
| $ref: '#/components/schemas/language_studio_api_server__data_types__execution_engine__ToolDefinition' | |
| tool_resources: | |
| title: Tool Resources | |
| type: object | |
| requirements: | |
| title: Requirements | |
| type: array | |
| items: | |
| $ref: '#/components/schemas/language_studio_api_server__data_types__assistant__Requirement' | |
| budget: | |
| allOf: | |
| - $ref: '#/components/schemas/BudgetLevel' | |
| default: medium | |
| assistant_type: | |
| allOf: | |
| - $ref: '#/components/schemas/AssistantType' | |
| default: default | |
| CreateMaestroRunsPayload: | |
| title: CreateAssistantRequest | |
| required: | |
| - name | |
| type: object | |
| properties: | |
| name: | |
| title: Name | |
| type: string | |
| description: | |
| title: Description | |
| type: string | |
| optimization: | |
| $ref: '#/components/schemas/RunOptimization' | |
| avatar: | |
| title: Avatar | |
| type: string | |
| models: | |
| title: Models | |
| type: array | |
| items: | |
| type: string | |
| tools: | |
| title: Tools | |
| type: array | |
| items: | |
| $ref: '#/components/schemas/language_studio_api_server__data_types__execution_engine__ToolDefinition' | |
| tool_resources: | |
| $ref: '#/components/schemas/AssistantToolResource' | |
| requirements: | |
| title: Requirements | |
| type: array | |
| items: | |
| $ref: '#/components/schemas/language_studio_api_server__data_types__assistant__Requirement' | |
| budget: | |
| allOf: | |
| - $ref: '#/components/schemas/BudgetLevel' | |
| default: medium | |
| visibility: | |
| allOf: | |
| - $ref: '#/components/schemas/Visibility' | |
| default: public | |
| assistant_type: | |
| allOf: | |
| - $ref: '#/components/schemas/AssistantType' | |
| default: default | |
| response_language: | |
| title: Response Language | |
| enum: [arabic, dutch, english, french, german, hebrew, italian, portuguese, spanish, unset] | |
| type: string | |
| default: unset | |
| CreateMaestroRunsPayload: |
🤖 Prompt for AI Agents
In src/libs/AI21/openapi.yaml around lines 2830 to 2873, the
CreateAssistantRequest schema is inconsistent with
ModifyAssistantRequest/Assistant: change the optimization property to reference
the RunOptimization schema instead of plain string, update tool_resources to use
the AssistantToolResource schema (matching Assistant), and add the missing
visibility and response_language properties (with the same types/defaults as in
Assistant/ModifyAssistantRequest). Ensure models/tools/requirements remain
aligned to the corresponding schema refs and that any defaults (e.g.,
assistant_type, budget) match the Assistant definitions.
Comment on lines
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| title: HTTPToolEndpoint | ||
| required: | ||
| - url | ||
| type: object | ||
| properties: | ||
| detail: | ||
| title: Detail | ||
| type: array | ||
| items: | ||
| $ref: '#/components/schemas/ValidationError' | ||
| IgnestionBatchStatusCount: | ||
| title: IgnestionBatchStatusCount | ||
| url: | ||
| title: Url | ||
| type: string | ||
| headers: | ||
| title: Headers | ||
| type: object | ||
| HTTPToolFunction: | ||
| title: HTTPToolFunction | ||
| required: | ||
| - status | ||
| - count | ||
| - name | ||
| - description | ||
| - parameters | ||
| type: object | ||
| properties: | ||
| name: | ||
| title: Name | ||
| type: string | ||
| description: | ||
| title: Description | ||
| type: string | ||
| parameters: | ||
| $ref: '#/components/schemas/HTTPToolFunctionParameters' | ||
| HTTPToolFunctionParamProperties: | ||
| title: HTTPToolFunctionParamProperties | ||
| required: | ||
| - type | ||
| - description | ||
| type: object | ||
| properties: | ||
| type: | ||
| title: Type | ||
| type: string | ||
| description: | ||
| title: Description | ||
| type: string | ||
| HTTPToolFunctionParameters: | ||
| title: HTTPToolFunctionParameters | ||
| required: | ||
| - properties | ||
| - required | ||
| type: object | ||
| properties: | ||
| type: | ||
| title: Type | ||
| enum: | ||
| - object | ||
| type: string | ||
| default: object | ||
| properties: | ||
| title: Properties | ||
| type: object | ||
| additionalProperties: | ||
| $ref: '#/components/schemas/HTTPToolFunctionParamProperties' | ||
| required: | ||
| title: Required | ||
| type: array | ||
| items: | ||
| type: string | ||
| additionalProperties: | ||
| title: Additionalproperties | ||
| type: boolean | ||
| default: false | ||
| HTTPToolResource: | ||
| title: HTTPToolResource | ||
| required: | ||
| - function | ||
| - endpoint | ||
| type: object | ||
| properties: | ||
| type: | ||
| title: Type | ||
| enum: | ||
| - http | ||
| type: string | ||
| default: http | ||
| function: | ||
| $ref: '#/components/schemas/HTTPToolFunction' | ||
| endpoint: | ||
| $ref: '#/components/schemas/HTTPToolEndpoint' | ||
| HTTPValidationError: |
There was a problem hiding this comment.
❓ Verification inconclusive
HTTP tool family is well-structured.
Endpoint/function separation and parameter typing are clear. After fixing additionalProperties, this is solid.
Run an OpenAPI validator:
🏁 Script executed:
#!/bin/bash
pip -q install openapi-spec-validator prance >/dev/null 2>&1
python - <<'PY'
from openapi_spec_validator import validate_spec
import yaml, sys
with open('src/libs/AI21/openapi.yaml') as f:
spec=yaml.safe_load(f)
validate_spec(spec) # raises on error
print("openapi-spec-validator: OK")
PY
prance validate --no-cache src/libs/AI21/openapi.yamlLength of output: 606
OpenAPI validation failed — duplicate operationId in spec
HTTP tool family is well-structured; validator raised a blocking error.
- DuplicateOperationIDError: Operation ID 'v1_library_management' for GET /studio/v1/library/files/{file_id} is duplicated — make operationId values unique (search/rename the other occurrence) in src/libs/AI21/openapi.yaml.
- prance not found in the sandbox (prance: command not found). After fixing, re-run openapi-spec-validator and prance locally or add prance to dev deps.
🤖 Prompt for AI Agents
In src/libs/AI21/openapi.yaml around lines 3402 to 3486 there is a duplicate
operationId: 'v1_library_management' used for GET
/studio/v1/library/files/{file_id}; locate the other occurrence of this
operationId in the spec and rename one of them to a unique, descriptive
operationId (e.g., append _getFile or similar) and ensure any references or
client generation expectations are updated accordingly; then validate the
OpenAPI spec again (run openapi-spec-validator) and install/run prance locally
or add prance to devDependencies (e.g., add to package.json devDeps) so the spec
can be parsed in CI.
Comment on lines
+3443
to
+3469
| title: HTTPToolFunctionParameters | ||
| required: | ||
| - properties | ||
| - required | ||
| type: object | ||
| properties: | ||
| type: | ||
| title: Type | ||
| enum: | ||
| - object | ||
| type: string | ||
| default: object | ||
| properties: | ||
| title: Properties | ||
| type: object | ||
| additionalProperties: | ||
| $ref: '#/components/schemas/HTTPToolFunctionParamProperties' | ||
| required: | ||
| title: Required | ||
| type: array | ||
| items: | ||
| type: string | ||
| additionalProperties: | ||
| title: Additionalproperties | ||
| type: boolean | ||
| default: false | ||
| HTTPToolResource: |
There was a problem hiding this comment.
Fix misuse of additionalProperties (currently a data property, not a schema rule).
You likely intended to disallow extraneous keys. In OpenAPI, additionalProperties is a schema-level field.
HTTPToolFunctionParameters:
title: HTTPToolFunctionParameters
required:
- properties
- required
type: object
+ additionalProperties: false
properties:
@@
- additionalProperties:
- title: Additionalproperties
- type: boolean
- default: false🤖 Prompt for AI Agents
In src/libs/AI21/openapi.yaml around lines 3443 to 3469, the schema
HTTPToolFunctionParameters incorrectly defines a data property named
"additionalProperties" under properties instead of using the OpenAPI
schema-level additionalProperties keyword to control extraneous keys; remove the
"additionalProperties" entry from the properties list (or rename it if it is
intended as actual data) and set additionalProperties: false (or appropriate
schema) at the same level as title/type/properties/required so the schema
prevents unknown properties.
Comment on lines
+3496
to
3500
| title: IgnestionBatchStatusCount | ||
| required: | ||
| - status | ||
| - count | ||
| type: object |
There was a problem hiding this comment.
🛠️ Refactor suggestion
🧩 Analysis chain
Typo in schema name: Ignestion → Ingestion (and update references).
Spelling error propagates to $ref and codegen names.
- IgnestionBatchStatusCount:
+ IngestionBatchStatusCount:
title: IgnestionBatchStatusCount
@@
- items:
- $ref: '#/components/schemas/IgnestionBatchStatusCount'
+ items:
+ $ref: '#/components/schemas/IngestionBatchStatusCount'Verify no remaining references:
Also applies to: 3525-3529
🏁 Script executed:
#!/bin/bash
rg -nP 'IgnestionBatchStatusCount|IngestionBatchStatusCount' -C2 src/libs/AI21/openapi.yamlLength of output: 422
Rename schema: IgnestionBatchStatusCount → IngestionBatchStatusCount
Typo confirmed — rename the schema key and update all $ref usages; also update the schema's title to match (affects generated types).
Locations: src/libs/AI21/openapi.yaml — lines 3495–3496 (definition) and 3528 ($ref).
- IgnestionBatchStatusCount:
+ IngestionBatchStatusCount:
title: IgnestionBatchStatusCount
@@
- items:
- $ref: '#/components/schemas/IgnestionBatchStatusCount'
+ items:
+ $ref: '#/components/schemas/IngestionBatchStatusCount'Committable suggestion skipped: line range outside the PR's diff.
🤖 Prompt for AI Agents
In src/libs/AI21/openapi.yaml around lines 3496-3500 (definition) and 3528
($ref), rename the schema key "IgnestionBatchStatusCount" to
"IngestionBatchStatusCount", update the schema's title to
"IngestionBatchStatusCount", and update all $ref usages (notably the ref at line
3528) to reference the new name; then regenerate or update any generated
types/usages in the codebase so they match the new schema name.
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Summary by CodeRabbit