feat:Add assistant APIs, MCP discovery, and schemas to AI21 OpenAPI #203
Conversation
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
WalkthroughAdded assistant-related APIs in OpenAPI: create, list, get, modify, and run assistants; introduced MCP tool discovery endpoint; and defined new schemas for assistants, MCP entities, and run errors, all within src/libs/AI21/openapi.yaml. Changes
Sequence Diagram(s)sequenceDiagram
actor Client
participant API as AI21 API
participant Assist as Assistants Service
participant Runtime as Model Runtime
rect rgb(235,245,255)
note over Client,API: Assistant lifecycle
Client->>API: POST /v1/assistants (Create)
API->>Assist: CreateAssistantRequest
Assist-->>API: Assistant
API-->>Client: Assistant
Client->>API: PATCH /v1/assistants/{id} (Modify)
API->>Assist: ModifyAssistantRequest
Assist-->>API: Assistant
API-->>Client: Assistant
end
rect rgb(240,255,240)
note over Client,Runtime: Run assistant
Client->>API: POST /v1/assistants/{id}/run
API->>Assist: RunAssistantRequest
Assist->>Runtime: Execute with tools/context
Runtime-->>Assist: Output or error (MaestroRunError)
Assist-->>API: Run result
API-->>Client: Run result / error
end
sequenceDiagram
actor Client
participant API as AI21 API
participant MCP as MCP Registry
rect rgb(255,250,235)
note over Client,MCP: MCP Tool Discovery
Client->>API: POST /studio/v1/mcp/discover
API->>MCP: Discover request
MCP-->>API: MCPDiscoveryResponse (defs, tools, resources)
API-->>Client: Discovery response
end
Estimated code review effort🎯 3 (Moderate) | ⏱️ ~25 minutes Poem
Pre-merge checks and finishing touches❌ Failed checks (1 inconclusive)
✅ Passed checks (2 passed)
✨ Finishing touches🧪 Generate unit tests
Thanks for using CodeRabbit! It's free for OSS, and your support helps us grow. If you like it, consider giving us a shout-out. Comment |
![github-actions[bot]](https://avatars.githubusercontent.com/in/15368?s=60&v=4){kind=small}
coderabbitai
bot
changed the title
![coderabbitai[bot]](https://avatars.githubusercontent.com/in/347564?s=60&v=4){kind=small}
There was a problem hiding this comment.
Actionable comments posted: 0
🧹 Nitpick comments (3)
src/libs/AI21/openapi.yaml (3)
2304-2307: Minor: Consider more descriptive parameter description.The current description "Vector store ID to use for RFI processing" is basic. Consider providing more context about what the vector store contains or how it's used in the processing pipeline.
- vector_store_id: - title: Vector Store Id - type: string - description: Vector store ID to use for RFI processing + vector_store_id: + title: Vector Store Id + type: string + description: Unique identifier for the vector store containing indexed documents used for RFI processing and content retrieval
2723-2755: Consider enum ordering and default value placement.Following OpenAPI best practices for enums, consider maintaining consistency in ordering and formatting. The
unsetvalue appears at the end but is set as default, which might be confusing.response_language: title: Response Language enum: + - unset - arabic - dutch - english @@ -752,8 +751,7 @@ - italian - portuguese - spanish - - unset type: string default: unset
2954-2956: Enum ordering consistency issue.Similar to the previous comment, the
unsetenum value should be ordered consistently across all response_language enums.Apply the same enum ordering fix here as suggested for the ConversationalRagConfig schema.
📜 Review details
Configuration used: CodeRabbit UI
Review profile: CHILL
Plan: Pro
⛔ Files ignored due to path filters (136)
src/libs/AI21/Generated/AI21..JsonSerializerContext.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.Ai21Api.GetVectorStoreStudioV1DemosRegulationsVectorStoreVectorStoreIdGet.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.Ai21Api.McpToolDiscoveryStudioV1McpDiscoverPost.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.Ai21Api.UploadCheckComplianceStudioV1DemosRegulationsUploadCheckCompliancePost.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.Ai21Api.V1ConversationalRag.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.Ai21Api.V1CreateAssistant.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.Ai21Api.V1MaestroRun.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.Ai21Api.V1ModifyAssistant.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.Ai21Api.V1RunAssistant.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.IAi21Api.GetVectorStoreStudioV1DemosRegulationsVectorStoreVectorStoreIdGet.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.IAi21Api.McpToolDiscoveryStudioV1McpDiscoverPost.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.IAi21Api.UploadCheckComplianceStudioV1DemosRegulationsUploadCheckCompliancePost.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.IAi21Api.V1ConversationalRag.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.IAi21Api.V1CreateAssistant.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.IAi21Api.V1MaestroRun.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.IAi21Api.V1ModifyAssistant.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.IAi21Api.V1RunAssistant.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.IJambaCompleteClient.V1ChatComplete.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.JambaCompleteClient.V1ChatComplete.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.JsonConverters.AssistantResponseLanguage.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.JsonConverters.AssistantResponseLanguageNullable.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.JsonConverters.AssistantType.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.JsonConverters.AssistantTypeNullable.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.JsonConverters.BudgetLevel.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.JsonConverters.BudgetLevelNullable.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.JsonConverters.FileSearchToolResourceLabelsFilterMode.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.JsonConverters.FileSearchToolResourceLabelsFilterModeNullable.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.JsonConverters.FileSearchToolResourceResponseLanguage.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.JsonConverters.FileSearchToolResourceResponseLanguageNullable.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.JsonConverters.FileSearchToolResourceType.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.JsonConverters.FileSearchToolResourceTypeNullable.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.JsonConverters.HTTPToolFunctionParametersType.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.JsonConverters.HTTPToolFunctionParametersTypeNullable.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.JsonConverters.HTTPToolResourceType.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.JsonConverters.HTTPToolResourceTypeNullable.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.JsonConverters.LanguageStudioApiServerDataTypesChatToolDefinitionType.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.JsonConverters.LanguageStudioApiServerDataTypesChatToolDefinitionTypeNullable.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.JsonConverters.LanguageStudioApiServerDataTypesExecutionEngineToolDefinition.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.JsonConverters.LanguageStudioApiServerDataTypesExecutionEngineToolDefinitionDiscriminatorType.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.JsonConverters.LanguageStudioApiServerDataTypesExecutionEngineToolDefinitionDiscriminatorTypeNullable.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.JsonConverters.MCPToolResourceType.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.JsonConverters.MCPToolResourceTypeNullable.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.JsonConverters.ModifyAssistantRequestResponseLanguage.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.JsonConverters.ModifyAssistantRequestResponseLanguageNullable.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.JsonConverters.RunAssistantRequestResponseLanguage.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.JsonConverters.RunAssistantRequestResponseLanguageNullable.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.JsonConverters.RunOptimization.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.JsonConverters.RunOptimizationNullable.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.JsonConverters.Visibility.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.JsonConverters.VisibilityNullable.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.JsonConverters.WebSearchToolResourceType.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.JsonConverters.WebSearchToolResourceTypeNullable.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.JsonSerializerContextTypes.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.Models.Assistant.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.Models.AssistantResponseLanguage.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.Models.AssistantType.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.Models.BodyUploadCheckComplianceStudioV1DemosRegulationsUploadCheckCompliancePost.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.Models.BudgetLevel.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.Models.ChatRequest.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.Models.ConversationalRagConfig.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.Models.ConversationalRagConfigResponseLanguage.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.Models.ConversationalRagConfigRetrievalStrategy.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.Models.CreateAssistantRequest.Json.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.Models.CreateAssistantRequest.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.Models.CreateAssistantRequestToolResources.Json.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.Models.CreateAssistantRequestToolResources.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.Models.CreateMaestroRunsPayload.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.Models.CreateMaestroRunsPayloadResponseLanguage.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.Models.FileSearchToolResource.Json.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.Models.FileSearchToolResource.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.Models.FileSearchToolResourceLabelsFilterMode.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.Models.FileSearchToolResourceResponseLanguage.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.Models.FileSearchToolResourceType.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.Models.GetVectorStoreStudioV1DemosRegulationsVectorStoreVectorStoreIdGetResponse.Json.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.Models.GetVectorStoreStudioV1DemosRegulationsVectorStoreVectorStoreIdGetResponse.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.Models.HTTPToolEndpoint.Json.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.Models.HTTPToolEndpoint.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.Models.HTTPToolEndpointHeaders.Json.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.Models.HTTPToolEndpointHeaders.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.Models.HTTPToolFunction.Json.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.Models.HTTPToolFunction.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.Models.HTTPToolFunctionParamProperties.Json.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.Models.HTTPToolFunctionParamProperties.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.Models.HTTPToolFunctionParameters.Json.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.Models.HTTPToolFunctionParameters.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.Models.HTTPToolFunctionParametersProperties.Json.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.Models.HTTPToolFunctionParametersProperties.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.Models.HTTPToolFunctionParametersType.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.Models.HTTPToolResource.Json.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.Models.HTTPToolResource.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.Models.HTTPToolResourceType.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.Models.LanguageStudioApiServerDataTypesAssistantRequirement.Json.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.Models.LanguageStudioApiServerDataTypesAssistantRequirement.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.Models.LanguageStudioApiServerDataTypesChatToolDefinition.Json.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.Models.LanguageStudioApiServerDataTypesChatToolDefinition.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.Models.LanguageStudioApiServerDataTypesChatToolDefinitionType.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.Models.LanguageStudioApiServerDataTypesExecutionEngineRequirement.Json.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.Models.LanguageStudioApiServerDataTypesExecutionEngineRequirement.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.Models.LanguageStudioApiServerDataTypesExecutionEngineToolDefinition.Json.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.Models.LanguageStudioApiServerDataTypesExecutionEngineToolDefinition.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.Models.LanguageStudioApiServerDataTypesExecutionEngineToolDefinitionDiscriminator.Json.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.Models.LanguageStudioApiServerDataTypesExecutionEngineToolDefinitionDiscriminator.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.Models.LanguageStudioApiServerDataTypesExecutionEngineToolDefinitionDiscriminatorType.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.Models.MCPDefinition.Json.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.Models.MCPDefinition.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.Models.MCPDefinitionHeaders.Json.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.Models.MCPDefinitionHeaders.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.Models.MCPDiscoveryResponse.Json.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.Models.MCPDiscoveryResponse.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.Models.MCPTool.Json.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.Models.MCPTool.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.Models.MCPToolInputSchema.Json.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.Models.MCPToolInputSchema.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.Models.MCPToolResource.Json.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.Models.MCPToolResource.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.Models.MCPToolResourceHeaders.Json.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.Models.MCPToolResourceHeaders.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.Models.MCPToolResourceType.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.Models.MaestroRunError.Json.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.Models.MaestroRunError.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.Models.MaestroRunResult.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.Models.ModifyAssistantRequest.Json.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.Models.ModifyAssistantRequest.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.Models.ModifyAssistantRequestResponseLanguage.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.Models.RunAssistantRequest.Json.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.Models.RunAssistantRequest.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.Models.RunAssistantRequestOutputType.Json.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.Models.RunAssistantRequestOutputType.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.Models.RunAssistantRequestResponseLanguage.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.Models.RunOptimization.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.Models.ToolResource.Json.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.Models.ToolResource.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.Models.Visibility.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.Models.WebSearchToolResource.Json.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.Models.WebSearchToolResource.g.csis excluded by!**/generated/**src/libs/AI21/Generated/AI21.Models.WebSearchToolResourceType.g.csis excluded by!**/generated/**
📒 Files selected for processing (1)
src/libs/AI21/openapi.yaml(23 hunks)
🔇 Additional comments (12)
src/libs/AI21/openapi.yaml (12)
1018-1043: LGTM! New vector store endpoint well-structured.The vector store endpoint follows OpenAPI best practices with clear operation ID, proper parameter validation (UUID format), and appropriate response structure.
1520-1541: LGTM! Clean POST endpoint for assistant creation.The create assistant endpoint follows RESTful conventions with proper request/response schema references and standard HTTP status codes.
1589-1617: LGTM! PATCH endpoint follows standard conventions.The modify assistant endpoint appropriately uses PATCH method with proper schema references for request and response bodies.
1618-1647: LGTM! Assistant run endpoint is well-structured.The run assistant endpoint follows good API design patterns with clear parameter validation and proper response handling.
1947-1969: LGTM! MCP discovery endpoint follows OpenAPI standards.The MCP tool discovery endpoint has appropriate request/response schema definitions and standard error handling.
2829-2872: LGTM! Comprehensive assistant creation schema.The
CreateAssistantRequestschema is well-structured with appropriate field types, constraints, and sensible defaults for optional fields.
3673-3745: LGTM! Well-structured MCP schema definitions.The MCP-related schemas (
MCPDefinition,MCPDiscoveryResponse,MCPTool,MCPToolResource) are properly defined with clear field descriptions and appropriate data types.
3752-3790: LGTM! Good error handling schema.The
MaestroRunErrorschema provides proper error structure, and the integration intoMaestroRunResultfollows good API design patterns.
3906-3959: LGTM! Comprehensive modification schema.The
ModifyAssistantRequestschema appropriately makes all fields optional for PATCH operations while maintaining proper type definitions and references.
4117-4166: LGTM! Well-designed assistant run request schema.The
RunAssistantRequestschema includes appropriate defaults, clear field descriptions, and proper array handling for the input messages.
4654-4697: LGTM! Excellent use of discriminator pattern.The tool definition schema uses proper OpenAPI 3.x discriminator functionality to handle different tool types (HTTP, MCP, file search, web search), which enables better code generation and validation.
2131-2166: Schema references verified — definitions present in openapi.yaml.language_studio_api_server__data_types__execution_engine__ToolDefinition — defined at src/libs/AI21/openapi.yaml:4684; refs at 2132, 2856, 2898, 3934.
language_studio_api_server__data_types__assistant__Requirement — defined at src/libs/AI21/openapi.yaml:4637; refs at 2139, 2864, 3941.If you need codegen-safe validation, confirm discriminator mappings in those schema definitions.
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.
Summary by CodeRabbit