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🫱🏼🫲🏽 refactor: Improve Agent Handoffs (#11172)
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* fix: Tool Resources Dropped between Agent Handoffs * fix: agent deletion process to remove handoff edges - Added logic to the `deleteAgent` function to remove references to the deleted agent from other agents' handoff edges. - Implemented error handling to log any issues encountered during the edge removal process. - Introduced a new test case to verify that handoff edges are correctly removed when an agent is deleted, ensuring data integrity across agent relationships. * fix: Improve agent loading process by handling orphaned references - Added logic to track and log agents that fail to load during initialization, preventing errors from interrupting the process. - Introduced a Set to store skipped agent IDs and updated edge filtering to exclude these orphaned references, enhancing data integrity in agent relationships. * chore: Update @librechat/agents to version 3.0.62 * feat: Enhance agent initialization with edge collection and filtering - Introduced new functions for edge collection and filtering orphaned edges, improving the agent loading process. - Refactored the `initializeClient` function to utilize breadth-first search (BFS) for discovering connected agents, enabling transitive handoffs. - Added a new module for edge-related utilities, including deduplication and participant extraction, to streamline edge management. - Updated the agent configuration handling to ensure proper edge processing and integrity during initialization. * refactor: primary agent ID selection for multi-agent conversations - Added a new function `findPrimaryAgentId` to determine the primary agent ID from a set of agent IDs based on suffix rules. - Updated `createMultiAgentMapper` to filter messages by primary agent for parallel agents and handle handoffs appropriately. - Enhanced message processing logic to ensure correct inclusion of agent content based on group and agent ID presence. - Improved documentation to clarify the distinctions between parallel execution and handoff scenarios. * feat: Implement primary agent ID selection for multi-agent content filtering * chore: Update @librechat/agents to version 3.0.63 in package.json and package-lock.json * chore: Update @librechat/agents to version 3.0.64 in package.json and package-lock.json * chore: Update @librechat/agents to version 3.0.65 in package.json and package-lock.json * feat: Add optional agent name to run creation for improved identification * chore: Update @librechat/agents to version 3.0.66 in package.json and package-lock.json * test: Add unit tests for edge utilities including key generation, participant extraction, and orphaned edge filtering - Implemented tests for `getEdgeKey`, `getEdgeParticipants`, `filterOrphanedEdges`, and `createEdgeCollector` functions. - Ensured comprehensive coverage for various edge cases, including handling of arrays and default values. - Verified correct behavior of edge filtering based on skipped agents and deduplication of edges.
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"@googleapis/youtube": "^20.0.0",
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"@keyv/redis": "^4.3.3",
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"@langchain/core": "^0.3.80",
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"@librechat/agents": "^3.0.61",
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"@librechat/agents": "^3.0.66",
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"@librechat/api": "*",
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"@librechat/data-schemas": "*",
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"@microsoft/microsoft-graph-client": "^3.0.7",
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}
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},
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"node_modules/@librechat/agents": {
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"version": "3.0.61",
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"resolved": "https://registry.npmjs.org/@librechat/agents/-/agents-3.0.61.tgz",
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"integrity": "sha512-fmVC17G/RuLd38XG6/2olS49qd96SPcav9Idcb30Bv7gUZx/kOCqPay4GeMnwXDWXnDxTktNRCP5Amb0pEYuOw==",
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"version": "3.0.66",
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"resolved": "https://registry.npmjs.org/@librechat/agents/-/agents-3.0.66.tgz",
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"integrity": "sha512-JpQo7w+/yLM3dJ46lyGrm4gPTjiHERwcpojw7drvpYWqOU4e2jmjK0JbNxQ0jP00q+nDhPG+mqJ2qQU7TVraOQ==",
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"license": "MIT",
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"dependencies": {
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"@langchain/anthropic": "^0.3.26",
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"@azure/storage-blob": "^12.27.0",
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"@keyv/redis": "^4.3.3",
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"@langchain/core": "^0.3.80",
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"@librechat/agents": "^3.0.61",
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"@librechat/agents": "^3.0.66",
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"@librechat/data-schemas": "*",
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"@modelcontextprotocol/sdk": "^1.25.1",
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"@smithy/node-http-handler": "^4.4.5",
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