{"version":"1.0","generated_at":"2026-10-05T19:49:45.768936","id":314,"slug":"1-14-4","title":"版本更新：crewAIInc/crewAI 1.14.4，提升开发者接入体验","summary":"crewAI发布1.14.4版本，新增自定义持久化键、Azure OpenAI支持、Vertex AI身份设置等特性，修复多项bug，提升开发者体验。","abstract":"版本更新：crewAIInc/crewAI 1.14.4，提升开发者接入体验 crewAI发布1.14.4版本，新增自定义持久化键、Azure OpenAI支持、Vertex AI身份设置等特性，修复多项bug，提升开发者体验。 crewAI 1.14.4 新增 Azure OpenAI 和 Vertex AI 支持 修复多项稳定性 bug，提升推理可靠性 集成 Tavily 和 You.com 搜索工具 优化开发者接入体验与文档 开源项目持续迭代，降低企业使用风险 新增功能：在@persist中支持自定义持久化键 为Azure OpenAI提供商添加Responses API支持 将credential_scopes转发到Azure AI推理客户端 添加Vertex AI工作负载身份设置指南 添加Tavily Research和获取Research 添加You.com MCP工具用于搜索、研究和内容提取 Bug修复：修复JSON正则匹配无效时的fall through问题 修复响应同时包含文本时保留tool_calls 修复将base_url和api_key转发到instructor.from_provider 修复原生MCP服务器无工具时警告并返回空 修复非流式处理器中使用验证后的messages变量 修复crew聊天描述助手在LLM失败时的保护 修复调用之间重置messages和iterations 修复通过replay和test转发trained-agents文件 修复推理时尊重自定义trained-agents文件 修复仅任务代理绑定到crew以支持多模态input…","access_level":"member","access_label":"免费阅读","access_mode":"full","is_preview":false,"canonical_url":"https://opc.beizhux.com/content/314/1-14-4","html_url":"https://opc.beizhux.com/content/314/1-14-4","json_url":"https://opc.beizhux.com/content/314/1-14-4.json","published_at":"2026-05-01T06:00:06","updated_at":"2026-10-05T19:20:23","category":{"slug":"ai-skills","name":"AI技能杠杆"},"source":{"site":"github.com","author":"greysonlalonde","url":"https://github.com/crewAIInc/crewAI/releases/tag/1.14.4"},"tags":["AI","AI框架","crewAI","crewAIInc/crewAI 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关联原因：这篇内容命中「工具、自动化」等主题信号。；这篇内容命中「Agent、工作流」等主题信号。；这篇内容命中「技能」等主题信号。"},{"question":"阅读这篇文章建议先理解哪些关键词？","answer":"建议先理解AI工具、工具、自动化、模型、Cursor这些关键词，再结合正文判断工具、机会或风险是否值得进入自己的工作流。"}],"terms":[{"slug":"ai-tools-term","name":"AI工具","definition":"在AI觉醒星球里，「AI工具」属于「AI工具」方向。围绕AI工具、模型能力、自动化流程和真实使用场景做整理，优先关注能提升效率、降低成本和创造新交付的工具。 不只看工具热度，更看它能不能进入真实流程。","topic_slug":"ai-tools","topic_name":"AI工具","topic_title":"AI工具：模型、插件、自动化与实战场景","topic_url":"https://opc.beizhux.com/topics/ai-tools","topic_path":"/topics/ai-tools","url":"https://opc.beizhux.com/glossary/ai-tools-term","path":"/glossary/ai-tools-term","json_url":"https://opc.beizhux.com/glossary/ai-tools-term.json"},{"slug":"tools","name":"工具","definition":"在AI觉醒星球里，「工具」属于「AI工具」方向。围绕AI工具、模型能力、自动化流程和真实使用场景做整理，优先关注能提升效率、降低成本和创造新交付的工具。 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