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🦥 refactor: Event-Driven Lazy Tool Loading (#11588)
* refactor: json schema tools with lazy loading - Added LocalToolExecutor class for lazy loading and caching of tools during execution. - Introduced ToolExecutionContext and ToolExecutor interfaces for better type management. - Created utility functions to generate tool proxies with JSON schema support. - Added ExtendedJsonSchema type for enhanced schema definitions. - Updated existing toolkits to utilize the new schema and executor functionalities. - Introduced a comprehensive tool definitions registry for managing various tool schemas. chore: update @librechat/agents to version 3.1.2 refactor: enhance tool loading optimization and classification - Improved the loadAgentToolsOptimized function to utilize a proxy pattern for all tools, enabling deferred execution and reducing overhead. - Introduced caching for tool instances and refined tool classification logic to streamline tool management. - Updated the handling of MCP tools to improve logging and error reporting for missing tools in the cache. - Enhanced the structure of tool definitions to support better classification and integration with existing tools. refactor: modularize tool loading and enhance optimization - Moved the loadAgentToolsOptimized function to a new service file for better organization and maintainability. - Updated the ToolService to utilize the new service for optimized tool loading, improving code clarity. - Removed legacy tool loading methods and streamlined the tool loading process to enhance performance and reduce complexity. - Introduced feature flag handling for optimized tool loading, allowing for easier toggling of this functionality. refactor: replace loadAgentToolsWithFlag with loadAgentTools in tool loader refactor: enhance MCP tool loading with proxy creation and classification refactor: optimize MCP tool loading by grouping tools by server - Introduced a Map to group cached tools by server name, improving the organization of tool data. - Updated the createMCPProxyTool function to accept server name directly, enhancing clarity. - Refactored the logic for handling MCP tools, streamlining the process of creating proxy tools for classification. refactor: enhance MCP tool loading and proxy creation - Added functionality to retrieve MCP server tools and reinitialize servers if necessary, improving tool availability. - Updated the tool loading logic to utilize a Map for organizing tools by server, enhancing clarity and performance. - Refactored the createToolProxy function to ensure a default response format, streamlining tool creation. refactor: update createToolProxy to ensure consistent response format - Modified the createToolProxy function to await the executor's execution and validate the result format. - Ensured that the function returns a default response structure when the result is not an array of two elements, enhancing reliability in tool proxy creation. refactor: ToolExecutionContext with toolCall property - Added toolCall property to ToolExecutionContext interface for improved context handling during tool execution. - Updated LocalToolExecutor to include toolCall in the runnable configuration, allowing for more flexible tool invocation. - Modified createToolProxy to pass toolCall from the configuration, ensuring consistent context across tool executions. refactor: enhance event-driven tool execution and logging - Introduced ToolExecuteOptions for improved handling of event-driven tool execution, allowing for parallel execution of tool calls. - Updated getDefaultHandlers to include support for ON_TOOL_EXECUTE events, enhancing the flexibility of tool invocation. - Added detailed logging in LocalToolExecutor to track tool loading and execution metrics, improving observability and debugging capabilities. - Refactored initializeClient to integrate event-driven tool loading, ensuring compatibility with the new execution model. chore: update @librechat/agents to version 3.1.21 refactor: remove legacy tool loading and executor components - Eliminated the loadAgentToolsWithFlag function, simplifying the tool loading process by directly using loadAgentTools. - Removed the LocalToolExecutor and related executor components to streamline the tool execution architecture. - Updated ToolService and related files to reflect the removal of deprecated features, enhancing code clarity and maintainability. refactor: enhance tool classification and definitions handling - Updated the loadAgentTools function to return toolDefinitions alongside toolRegistry, improving the structure of tool data returned to clients. - Removed the convertRegistryToDefinitions function from the initialize.js file, simplifying the initialization process. - Adjusted the buildToolClassification function to ensure toolDefinitions are built and returned simultaneously with the toolRegistry, enhancing efficiency in tool management. - Updated type definitions in initialize.ts to include toolDefinitions, ensuring consistency across the codebase. refactor: implement event-driven tool execution handler - Introduced createToolExecuteHandler function to streamline the handling of ON_TOOL_EXECUTE events, allowing for parallel execution of tool calls. - Updated getDefaultHandlers to utilize the new handler, simplifying the event-driven architecture. - Added handlers.ts file to encapsulate tool execution logic, improving code organization and maintainability. - Enhanced OpenAI handlers to integrate the new tool execution capabilities, ensuring consistent event handling across the application. refactor: integrate event-driven tool execution options - Added toolExecuteOptions to support event-driven tool execution in OpenAI and responses controllers, enhancing flexibility in tool handling. - Updated handlers to utilize createToolExecuteHandler, allowing for streamlined execution of tools during agent interactions. - Refactored service dependencies to include toolExecuteOptions, ensuring consistent integration across the application. refactor: enhance tool loading with definitionsOnly parameter - Updated createToolLoader and loadAgentTools functions to include a definitionsOnly parameter, allowing for the retrieval of only serializable tool definitions in event-driven mode. - Adjusted related interfaces and documentation to reflect the new parameter, improving clarity and flexibility in tool management. - Ensured compatibility across various components by integrating the definitionsOnly option in the initialization process. refactor: improve agent tool presence check in initialization - Added a check for tool presence using a new hasAgentTools variable, which evaluates both structuredTools and toolDefinitions. - Updated the conditional logic in the agent initialization process to utilize the hasAgentTools variable, enhancing clarity and maintainability in tool management. refactor: enhance agent tool extraction to support tool definitions - Updated the extractMCPServers function to handle both tool instances and serializable tool definitions, improving flexibility in agent tool management. - Added a new property toolDefinitions to the AgentWithTools type for better integration of event-driven mode. - Enhanced documentation to clarify the function's capabilities in extracting unique MCP server names from both tools and tool definitions. refactor: enhance tool classification and registry building - Added serverName property to ToolDefinition for improved tool identification. - Introduced buildToolRegistry function to streamline the creation of tool registries based on MCP tool definitions and agent options. - Updated buildToolClassification to utilize the new registry building logic, ensuring basic definitions are returned even when advanced classification features are not allowed. - Enhanced documentation and logging for clarity in tool classification processes. refactor: update @librechat/agents dependency to version 3.1.22 fix: expose loadTools function in ToolService - Added loadTools function to the exported module in ToolService.js, enhancing the accessibility of tool loading functionality. chore: remove configurable options from tool execute options in OpenAI controller refactor: enhance tool loading mechanism to utilize agent-specific context chore: update @librechat/agents dependency to version 3.1.23 fix: simplify result handling in createToolExecuteHandler * refactor: loadToolDefinitions for efficient tool loading in event-driven mode * refactor: replace legacy tool loading with loadToolsForExecution in OpenAI and responses controllers - Updated OpenAIChatCompletionController and createResponse functions to utilize loadToolsForExecution for improved tool loading. - Removed deprecated loadToolsLegacy references, streamlining the tool execution process. - Enhanced tool loading options to include agent-specific context and configurations. * refactor: enhance tool loading and execution handling - Introduced loadActionToolsForExecution function to streamline loading of action tools, improving organization and maintainability. - Updated loadToolsForExecution to handle both regular and action tools, optimizing the tool loading process. - Added detailed logging for missing tools in createToolExecuteHandler, enhancing error visibility. - Refactored tool definitions to normalize action tool names, improving consistency in tool management. * refactor: enhance built-in tool definitions loading - Updated loadToolDefinitions to include descriptions and parameters from the tool registry for built-in tools, improving the clarity and usability of tool definitions. - Integrated getToolDefinition to streamline the retrieval of tool metadata, enhancing the overall tool management process. * feat: add action tool definitions loading to tool service - Introduced getActionToolDefinitions function to load action tool definitions based on agent ID and tool names, enhancing the tool loading process. - Updated loadToolDefinitions to integrate action tool definitions, allowing for better management and retrieval of action-specific tools. - Added comprehensive tests for action tool definitions to ensure correct loading and parameter handling, improving overall reliability and functionality. * chore: update @librechat/agents dependency to version 3.1.26 * refactor: add toolEndCallback to handle tool execution results * fix: tool definitions and execution handling - Introduced native tools (execute_code, file_search, web_search) to the tool service, allowing for better integration and management of these tools. - Updated isBuiltInTool function to include native tools in the built-in check, improving tool recognition. - Added comprehensive tests for loading parameters of native tools, ensuring correct functionality and parameter handling. - Enhanced tool definitions registry to include new agent tool definitions, streamlining tool retrieval and management. * refactor: enhance tool loading and execution context - Added toolRegistry to the context for OpenAIChatCompletionController and createResponse functions, improving tool management. - Updated loadToolsForExecution to utilize toolRegistry for better integration of programmatic tools and tool search functionalities. - Enhanced the initialization process to include toolRegistry in agent context, streamlining tool access and configuration. - Refactored tool classification logic to support event-driven execution, ensuring compatibility with new tool definitions. * chore: add request duration logging to OpenAI and Responses controllers - Introduced logging for request start and completion times in OpenAIChatCompletionController and createResponse functions. - Calculated and logged the duration of each request, enhancing observability and performance tracking. - Improved debugging capabilities by providing detailed logs for both streaming and non-streaming responses. * chore: update @librechat/agents dependency to version 3.1.27 * refactor: implement buildToolSet function for tool management - Introduced buildToolSet function to streamline the creation of tool sets from agent configurations, enhancing tool management across various controllers. - Updated AgentClient, OpenAIChatCompletionController, and createResponse functions to utilize buildToolSet, improving consistency in tool handling. - Added comprehensive tests for buildToolSet to ensure correct functionality and edge case handling, enhancing overall reliability. * refactor: update import paths for ToolExecuteOptions and createToolExecuteHandler * fix: update GoogleSearch.js description for maximum search results - Changed the default maximum number of search results from 10 to 5 in the Google Search JSON schema description, ensuring accurate documentation of the expected behavior. * chore: remove deprecated Browser tool and associated assets - Deleted the Browser tool definition from manifest.json, which included its name, plugin key, description, and authentication configuration. - Removed the web-browser.svg asset as it is no longer needed following the removal of the Browser tool. * fix: ensure tool definitions are valid before processing - Added a check to verify the existence of tool definitions in the registry before accessing their properties, preventing potential runtime errors. - Updated the loading logic for built-in tool definitions to ensure that only valid definitions are pushed to the built-in tool definitions array. * fix: extend ExtendedJsonSchema to support 'null' type and nullable enums - Updated the ExtendedJsonSchema type to include 'null' as a valid type option. - Modified the enum property to accept an array of values that can include strings, numbers, booleans, and null, enhancing schema flexibility. * test: add comprehensive tests for tool definitions loading and registry behavior - Implemented tests to verify the handling of built-in tools without registry definitions, ensuring they are skipped correctly. - Added tests to confirm that built-in tools include descriptions and parameters in the registry. - Enhanced tests for action tools, checking for proper inclusion of metadata and handling of tools without parameters in the registry. * test: add tests for mixed-type and number enum schema handling - Introduced tests to validate the parsing of mixed-type enum values, including strings, numbers, booleans, and null. - Added tests for number enum schema values to ensure correct parsing of numeric inputs, enhancing schema validation coverage. * fix: update mock implementation for @librechat/agents - Changed the mock for @librechat/agents to spread the actual module's properties, ensuring that all necessary functionalities are preserved in tests. - This adjustment enhances the accuracy of the tests by reflecting the real structure of the module. * fix: change max_results type in GoogleSearch schema from number to integer - Updated the type of max_results in the Google Search JSON schema to 'integer' for better type accuracy and validation consistency. * fix: update max_results description and type in GoogleSearch schema - Changed the type of max_results from 'number' to 'integer' for improved type accuracy. - Updated the description to reflect the new default maximum number of search results, changing it from 10 to 5. * refactor: remove unused code and improve tool registry handling - Eliminated outdated comments and conditional logic related to event-driven mode in the ToolService. - Enhanced the handling of the tool registry by ensuring it is configurable for better integration during tool execution. * feat: add definitionsOnly option to buildToolClassification for event-driven mode - Introduced a new parameter, definitionsOnly, to the BuildToolClassificationParams interface to enable a mode that skips tool instance creation. - Updated the buildToolClassification function to conditionally add tool definitions without instantiating tools when definitionsOnly is true. - Modified the loadToolDefinitions function to pass definitionsOnly as true, ensuring compatibility with the new feature. * test: add unit tests for buildToolClassification with definitionsOnly option - Implemented tests to verify the behavior of buildToolClassification when definitionsOnly is set to true or false. - Ensured that tool instances are not created when definitionsOnly is true, while still adding necessary tool definitions. - Confirmed that loadAuthValues is called appropriately based on the definitionsOnly parameter, enhancing test coverage for this new feature. |
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🛸 feat: Remote Agent Access with External API Support (#11503)
* 🪪 feat: Microsoft Graph Access Token Placeholder for MCP Servers (#10867) * feat: MCP Graph Token env var * Addressing copilot remarks * Addressed Copilot review remarks * Fixed graphtokenservice mock in MCP test suite * fix: remove unnecessary type check and cast in resolveGraphTokensInRecord * ci: add Graph Token integration tests in MCPManager * refactor: update user type definitions to use Partial<IUser> in multiple functions * test: enhance MCP tests for graph token processing and user placeholder resolution - Added comprehensive tests to validate the interaction between preProcessGraphTokens and processMCPEnv. - Ensured correct resolution of graph tokens and user placeholders in various configurations. - Mocked OIDC utilities to facilitate testing of token extraction and validation. - Verified that original options remain unchanged after processing. * chore: import order * chore: imports --------- Co-authored-by: Danny Avila <danny@librechat.ai> * WIP: OpenAI-compatible API for LibreChat agents - Added OpenAIChatCompletionController for handling chat completions. - Introduced ListModelsController and GetModelController for listing and retrieving agent details. - Created routes for OpenAI API endpoints, including /v1/chat/completions and /v1/models. - Developed event handlers for streaming responses in OpenAI format. - Implemented request validation and error handling for API interactions. - Integrated content aggregation and response formatting to align with OpenAI specifications. This commit establishes a foundational API for interacting with LibreChat agents in a manner compatible with OpenAI's chat completion interface. * refactor: OpenAI-spec content aggregation for improved performance and clarity * fix: OpenAI chat completion controller with safe user handling for correct tool loading * refactor: Remove conversation ID from OpenAI response context and related handlers * refactor: OpenAI chat completion handling with streaming support - Introduced a lightweight tracker for streaming responses, allowing for efficient tracking of emitted content and usage metadata. - Updated the OpenAIChatCompletionController to utilize the new tracker, improving the handling of streaming and non-streaming responses. - Refactored event handlers to accommodate the new streaming logic, ensuring proper management of tool calls and content aggregation. - Adjusted response handling to streamline error reporting during streaming sessions. * WIP: Open Responses API with core service, types, and handlers - Added Open Responses API module with comprehensive types and enums. - Implemented core service for processing requests, including validation and input conversion. - Developed event handlers for streaming responses and non-streaming aggregation. - Established response building logic and error handling mechanisms. - Created detailed types for input and output content, ensuring compliance with Open Responses specification. * feat: Implement response storage and retrieval in Open Responses API - Added functionality to save user input messages and assistant responses to the database when the `store` flag is set to true. - Introduced a new endpoint to retrieve stored responses by ID, allowing users to access previous interactions. - Enhanced the response creation process to include database operations for conversation and message storage. - Implemented tests to validate the storage and retrieval of responses, ensuring correct behavior for both existing and non-existent response IDs. * refactor: Open Responses API with additional token tracking and validation - Added support for tracking cached tokens in response usage, improving token management. - Updated response structure to include new properties for top log probabilities and detailed usage metrics. - Enhanced tests to validate the presence and types of new properties in API responses, ensuring compliance with updated specifications. - Refactored response handling to accommodate new fields and improve overall clarity and performance. * refactor: Update reasoning event handlers and types for consistency - Renamed reasoning text events to simplify naming conventions, changing `emitReasoningTextDelta` to `emitReasoningDelta` and `emitReasoningTextDone` to `emitReasoningDone`. - Updated event types in the API to reflect the new naming, ensuring consistency across the codebase. - Added `logprobs` property to output events for enhanced tracking of log probabilities. * feat: Add validation for streaming events in Open Responses API tests * feat: Implement response.created event in Open Responses API - Added emitResponseCreated function to emit the response.created event as the first event in the streaming sequence, adhering to the Open Responses specification. - Updated createResponse function to emit response.created followed by response.in_progress. - Enhanced tests to validate the order of emitted events, ensuring response.created is triggered before response.in_progress. * feat: Responses API with attachment event handling - Introduced `createResponsesToolEndCallback` to handle attachment events in the Responses API, emitting `librechat:attachment` events as per the Open Responses extension specification. - Updated the `createResponse` function to utilize the new callback for processing tool outputs and emitting attachments during streaming. - Added helper functions for writing attachment events and defined types for attachment data, ensuring compatibility with the Open Responses protocol. - Enhanced tests to validate the integration of attachment events within the Responses API workflow. * WIP: remote agent auth * fix: Improve loading state handling in AgentApiKeys component - Updated the rendering logic to conditionally display loading spinner and API keys based on the loading state. - Removed unnecessary imports and streamlined the component for better readability. * refactor: Update API key access handling in routes - Replaced `checkAccess` with `generateCheckAccess` for improved access control. - Consolidated access checks into a single `checkApiKeyAccess` function, enhancing code readability and maintainability. - Streamlined route definitions for creating, listing, retrieving, and deleting API keys. * fix: Add permission handling for REMOTE_AGENT resource type * feat: Enhance permission handling for REMOTE_AGENT resources - Updated the deleteAgent and deleteUserAgents functions to handle permissions for both AGENT and REMOTE_AGENT resource types. - Introduced new functions to enrich REMOTE_AGENT principals and backfill permissions for AGENT owners. - Modified createAgentHandler and duplicateAgentHandler to grant permissions for REMOTE_AGENT alongside AGENT. - Added utility functions for retrieving effective permissions for REMOTE_AGENT resources, ensuring consistent access control across the application. * refactor: Rename and update roles for remote agent access - Changed role name from API User to Editor in translation files for clarity. - Updated default editor role ID from REMOTE_AGENT_USER to REMOTE_AGENT_EDITOR in resource configurations. - Adjusted role localization to reflect the new Editor role. - Modified access permissions to align with the updated role definitions across the application. * feat: Introduce remote agent permissions and update access handling - Added support for REMOTE_AGENTS in permission schemas, including use, create, share, and share_public permissions. - Updated the interface configuration to include remote agent settings. - Modified middleware and API key access checks to align with the new remote agent permission structure. - Enhanced role defaults to incorporate remote agent permissions, ensuring consistent access control across the application. * refactor: Update AgentApiKeys component and permissions handling - Refactored the AgentApiKeys component to improve structure and readability, including the introduction of ApiKeysContent for better separation of concerns. - Updated CreateKeyDialog to accept an onKeyCreated callback, enhancing its functionality. - Adjusted permission checks in Data component to use REMOTE_AGENTS and USE permissions, aligning with recent permission schema changes. - Enhanced loading state handling and dialog management for a smoother user experience. * refactor: Update remote agent access checks in API routes - Replaced existing access checks with `generateCheckAccess` for remote agents in the API keys and agents routes. - Introduced specific permission checks for creating, listing, retrieving, and deleting API keys, enhancing access control. - Improved code structure by consolidating permission handling for remote agents across multiple routes. * fix: Correct query parameters in ApiKeysContent component - Updated the useGetAgentApiKeysQuery call to include an object for the enabled parameter, ensuring proper functionality when the component is open. - This change improves the handling of API key retrieval based on the component's open state. * feat: Implement remote agents permissions and update API routes - Added new API route for updating remote agents permissions, enhancing role management capabilities. - Introduced remote agents permissions handling in the AgentApiKeys component, including a dedicated settings dialog. - Updated localization files to include new remote agents permission labels for better user experience. - Refactored data provider to support remote agents permissions updates, ensuring consistent access control across the application. * feat: Add remote agents permissions to role schema and interface - Introduced new permissions for REMOTE_AGENTS in the role schema, including USE, CREATE, SHARE, and SHARE_PUBLIC. - Updated the IRole interface to reflect the new remote agents permissions structure, enhancing role management capabilities. * feat: Add remote agents settings button to API keys dialog * feat: Update AgentFooter to include remote agent sharing permissions - Refactored access checks to incorporate permissions for sharing remote agents. - Enhanced conditional rendering logic to allow sharing by users with remote agent permissions. - Improved loading state handling for remote agent permissions, ensuring a smoother user experience. * refactor: Update API key creation access check and localization strings - Replaced the access check for creating API keys to use the existing remote agents access check. - Updated localization strings to correct the descriptions for remote agent permissions, ensuring clarity in user interface. * fix: resource permission mapping to include remote agents - Changed the resourceToPermissionMap to use a Partial<Record> for better flexibility. - Added mapping for REMOTE_AGENT permissions, enhancing the sharing capabilities for remote agents. * feat: Implement remote access checks for agent models - Enhanced ListModelsController and GetModelController to include checks for user permissions on remote agents. - Integrated findAccessibleResources to filter agents based on VIEW permission for REMOTE_AGENT. - Updated response handling to ensure users can only access agents they have permissions for, improving security and access control. * fix: Update user parameter type in processUserPlaceholders function - Changed the user parameter type in the processUserPlaceholders function from Partial<Partial<IUser>> to Partial<IUser> for improved type clarity and consistency. * refactor: Simplify integration test structure by removing conditional describe - Replaced conditional describeWithApiKey with a standard describe for all integration tests in responses.spec.js. - This change enhances test clarity and ensures all tests are executed consistently, regardless of the SKIP_INTEGRATION_TESTS flag. * test: Update AgentFooter tests to reflect new grant access dialog ID - Changed test IDs for the grant access dialog in AgentFooter tests to include the resource type, ensuring accurate identification in the test cases. - This update improves test clarity and aligns with recent changes in the component's implementation. * test: Enhance integration tests for Open Responses API - Updated integration tests in responses.spec.js to utilize an authRequest helper for consistent authorization handling across all test cases. - Introduced a test user and API key creation to improve test setup and ensure proper permission checks for remote agents. - Added checks for existing access roles and created necessary roles if they do not exist, enhancing test reliability and coverage. * feat: Extend accessRole schema to include remoteAgent resource type - Updated the accessRole schema to add 'remoteAgent' to the resourceType enum, enhancing the flexibility of role assignments and permissions management. * test: refactored test setup to create a minimal Express app for responses routes, enhancing test structure and maintainability. * test: Enhance abort.spec.js by mocking additional modules for improved test isolation - Updated the test setup in abort.spec.js to include actual implementations of '@librechat/data-schemas' and '@librechat/api' while maintaining mock functionality. - This change improves test reliability and ensures that the tests are more representative of the actual module behavior. * refactor: Update conversation ID generation to use UUID - Replaced the nanoid with uuidv4 for generating conversation IDs in the createResponse function, enhancing uniqueness and consistency in ID generation. * test: Add remote agent access roles to AccessRole model tests - Included additional access roles for remote agents (REMOTE_AGENT_EDITOR, REMOTE_AGENT_OWNER, REMOTE_AGENT_VIEWER) in the AccessRole model tests to ensure comprehensive coverage of role assignments and permissions management. * chore: Add deletion of user agent API keys in user deletion process - Updated the user deletion process in UserController and delete-user.js to include the removal of user agent API keys, ensuring comprehensive cleanup of user data upon account deletion. * test: Add remote agents permissions to permissions.spec.ts - Enhanced the permissions tests by including comprehensive permission settings for remote agents across various scenarios, ensuring accurate validation of access controls for remote agent roles. * chore: Update remote agents translations for clarity and consistency - Removed outdated remote agents translation entries and added revised entries to improve clarity on API key creation and sharing permissions for remote agents. This enhances user understanding of the available functionalities. * feat: Add indexing and TTL for agent API keys - Introduced an index on the `key` field for improved query performance. - Added a TTL index on the `expiresAt` field to enable automatic cleanup of expired API keys, ensuring efficient management of stored keys. * chore: Update API route documentation for clarity - Revised comments in the agents route file to clarify the handling of API key authentication. - Removed outdated endpoint listings to streamline the documentation and focus on current functionality. --------- Co-authored-by: Max Sanna <max@maxsanna.com> |