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python CrewAI Releases · · 1.15.22

CrewAI 1.15.22 Enhances Agent Capabilities and Adds New LLM Integrations

sdkaiazuregaengineerpython-agentic
feature patch

Version 1.15.22 of CrewAI introduces several new features and bug fixes to its agentic AI framework. Key additions include improved LLM routing with a `llm_overlay` context variable and enhanced tracing for human feedback and pause events. The update also expands platform integrations, exposes the application catalog, and adds OpenRouter as a supported embedding provider, increasing the framework's flexibility for developers. Numerous bug fixes address issues with tool calls, persistence, prompt handling, and platform-specific behaviors like Azure wire indexing, improving overall stability and developer experience.

  • →Support aliases as connection identifiers
  • →Record reasons for deployment creation failures
  • →Collect human feedback and pause events in tracing
  • →Add llm_overlay context variable to route agent roles to models
  • →Carry task_prompt and output in agent execution payloads
Features (9) ›
  • Support aliases as connection identifiers
  • Record reasons for deployment creation failures
  • Collect human feedback and pause events in tracing
  • Add llm_overlay context variable to route agent roles to models
  • Carry task_prompt and output in agent execution payloads
  • Validate platform integrations during crew setup
  • Add platform tools to JSON crew wizard
  • Expose CrewAI Platform application catalog
  • Add OpenRouter as a supported embedding provider
Fixes (19) ›
  • Accept CRLF in inline skill definitions
  • Load text file URLs through the safe fetcher
  • Close SQLite connections in kickoff task outputs storage
  • Carry from_cache on the native tool path's ToolUsageFinishedEvent
  • Raise ValueError instead of bare raise in uploader
  • Support non-primitive types in SQLiteFlowPersistence
  • Improve coding agents instructions
  • Read JSON checkpoints as UTF-8
  • Overwrite stale poetry.lock backup on Windows
  • Key streamed tool calls by wire index in Azure
  • Preserve file data content parts in Gemini
  • Honor read_only on update() and recall() access times
  • Send reasoning_effort to every OpenAI reasoning model
  • Prevent crashes in the run TUI when streamed output contains a literal [...]
  • Reject replay when stored tasks differ
  • Use sys.platform guards for mypy compatibility on Windows
  • Request the forced final answer as a user turn
  • Keep null in the task output schema embedded in the prompt
  • Align DOCXSearchTool with standard RAG fixed schema pattern
Maintenance (2) ›
  • Add xpu to embedding device options
  • List all workspace packages
Read the original announcement →

https://github.com/crewAIInc/crewAI/releases/tag/1.15.22

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