Ray: Unified framework for scaling AI and Python applications

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  "title": "Ray: Unified framework for scaling AI and Python applications",
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  "url": "https://github.com/ray-project/ray"
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{
  "author": "ray-project",
  "date": null,
  "description": "Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads. - ray-project/ray",
  "image": "https://opengraph.githubassets.com/102485c4624e01bf66ebebcf4ee506115180f0d4da396de2dee6672eaf32b14b/ray-project/ray",
  "logo": null,
  "publisher": "GitHub",
  "title": "GitHub - ray-project/ray: Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.",
  "url": "https://github.com/ray-project/ray"
}

{
  "url": "https://github.com/ray-project/ray",
  "title": "GitHub - ray-project/ray: Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.",
  "description": "AI CODE CREATIONGitHub CopilotWrite better code with AIGitHub Copilot appDirect agents from issue to mergeMCP RegistryIntegrate external toolsDEVELOPER WORKFLOWSActionsAutomate any workflowCodespacesInstant...",
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    "https://github.com/ray-project/ray"
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  "image": "https://opengraph.githubassets.com/102485c4624e01bf66ebebcf4ee506115180f0d4da396de2dee6672eaf32b14b/ray-project/ray",
  "content": "<div>\n  <div><ul><li><div><ul><li><div><p><span>AI CODE CREATION</span></p><ul><li><a target=\"_blank\" href=\"https://github.com/features/copilot\"><div><p><span>GitHub Copilot</span><span>Write better code with AI</span></p></div></a></li><li><a target=\"_blank\" href=\"https://github.com/features/ai/github-app\"><div><p><span>GitHub Copilot app</span><span>Direct agents from issue to merge</span></p></div></a></li><li><a target=\"_blank\" href=\"https://github.com/mcp\"><div><p><span>MCP Registry</span><span>Integrate external tools</span></p></div></a></li></ul></div></li><li><div><p><span>DEVELOPER WORKFLOWS</span></p><ul><li><a target=\"_blank\" href=\"https://github.com/features/actions\"><div><p><span>Actions</span><span>Automate any workflow</span></p></div></a></li><li><a target=\"_blank\" href=\"https://github.com/features/codespaces\"><div><p><span>Codespaces</span><span>Instant dev environments</span></p></div></a></li><li><a target=\"_blank\" href=\"https://github.com/features/issues\"><div><p><span>Issues</span><span>Plan and track work</span></p></div></a></li><li><a target=\"_blank\" href=\"https://github.com/features/code-review\"><div><p><span>Code Review</span><span>Manage code changes</span></p></div></a></li><li><a target=\"_blank\" href=\"https://github.com/features/code-quality\"><div><p><span>Code Quality</span><span>Enforce quality at merge</span></p></div></a></li></ul></div></li><li><div><p><span>APPLICATION SECURITY</span></p><ul><li><a target=\"_blank\" href=\"https://github.com/security/advanced-security\"><div><p><span>GitHub Advanced Security</span><span>Find and fix vulnerabilities</span></p></div></a></li><li><a target=\"_blank\" href=\"https://github.com/security/advanced-security/code-security\"><div><p><span>Code security</span><span>Secure your code as you build</span></p></div></a></li><li><a target=\"_blank\" href=\"https://github.com/security/advanced-security/secret-protection\"><div><p><span>Secret protection</span><span>Stop leaks before they start</span></p></div></a></li></ul></div></li><li><div><p><span>EXPLORE</span></p><ul><li><a target=\"_blank\" href=\"https://github.com/why-github\"><span>Why GitHub</span></a></li><li><a href=\"https://docs.github.com/\" target=\"_blank\"><span>Documentation</span></a></li><li><a href=\"https://github.blog/\" target=\"_blank\"><span>Blog</span></a></li><li><a href=\"https://github.blog/changelog\" target=\"_blank\"><span>Changelog</span></a></li><li><a target=\"_blank\" href=\"https://github.com/marketplace\"><span>Marketplace</span></a></li></ul></div></li></ul><p><a target=\"_blank\" href=\"https://github.com/features\"><span>View all features</span></a></p></div></li><li><div><ul><li><div><p><span>BY COMPANY SIZE</span></p><ul><li><a target=\"_blank\" href=\"https://github.com/enterprise\"><span>Enterprises</span></a></li><li><a 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INDUSTRY</span></p><ul><li><a target=\"_blank\" href=\"https://github.com/solutions/industry/healthcare\"><span>Healthcare</span></a></li><li><a target=\"_blank\" href=\"https://github.com/solutions/industry/financial-services\"><span>Financial services</span></a></li><li><a target=\"_blank\" href=\"https://github.com/solutions/industry/manufacturing\"><span>Manufacturing</span></a></li><li><a target=\"_blank\" href=\"https://github.com/solutions/industry/government\"><span>Government</span></a></li><li><a target=\"_blank\" href=\"https://github.com/solutions/industry\"><span>View all industries</span></a></li></ul></div></li></ul><p><a target=\"_blank\" href=\"https://github.com/solutions\"><span>View all solutions</span></a></p></div></li><li><div><ul><li><div><p><span>EXPLORE BY TOPIC</span></p><ul><li><a target=\"_blank\" href=\"https://github.com/resources/articles?topic=ai\"><span>AI</span></a></li><li><a target=\"_blank\" href=\"https://github.com/resources/articles?topic=software-development\"><span>Software Development</span></a></li><li><a target=\"_blank\" href=\"https://github.com/resources/articles?topic=devops\"><span>DevOps</span></a></li><li><a target=\"_blank\" href=\"https://github.com/resources/articles?topic=security\"><span>Security</span></a></li><li><a target=\"_blank\" href=\"https://github.com/resources/articles\"><span>View all topics</span></a></li></ul></div></li><li><div><p><span>EXPLORE BY TYPE</span></p><ul><li><a target=\"_blank\" href=\"https://github.com/customer-stories\"><span>Customer stories</span></a></li><li><a target=\"_blank\" href=\"https://github.com/resources/events\"><span>Events &amp; webinars</span></a></li><li><a target=\"_blank\" href=\"https://github.com/resources/whitepapers\"><span>Ebooks &amp; reports</span></a></li><li><a target=\"_blank\" href=\"https://github.com/solutions/executive-insights\"><span>Business insights</span></a></li><li><a href=\"https://skills.github.com/\" target=\"_blank\"><span>GitHub Skills</span></a></li></ul></div></li><li><div><p><span>SUPPORT &amp; SERVICES</span></p><ul><li><a href=\"https://docs.github.com/\" target=\"_blank\"><span>Documentation</span></a></li><li><a href=\"https://support.github.com/\" target=\"_blank\"><span>Customer support</span></a></li><li><a target=\"_blank\" href=\"https://github.com/orgs/community/discussions\"><span>Community forum</span></a></li><li><a target=\"_blank\" href=\"https://github.com/trust-center\"><span>Trust center</span></a></li><li><a target=\"_blank\" href=\"https://github.com/partners\"><span>Partners</span></a></li></ul></div></li></ul><p><a target=\"_blank\" href=\"https://github.com/resources\"><span>View all resources</span></a></p></div></li><li><div><ul><li><div><p><span>COMMUNITY</span></p><ul><li><a target=\"_blank\" href=\"https://github.com/open-source/sponsors\"><div><p><span>GitHub Sponsors</span><span>Fund open source developers</span></p></div></a></li></ul></div></li><li><div><p><span>PROGRAMS</span></p><ul><li><a href=\"https://securitylab.github.com/\" target=\"_blank\"><span>Security Lab</span></a></li><li><a href=\"https://maintainers.github.com/\" target=\"_blank\"><span>Maintainer Community</span></a></li><li><a target=\"_blank\" href=\"https://github.com/open-source/accelerator\"><span>Accelerator</span></a></li><li><a href=\"https://stars.github.com/\" target=\"_blank\"><span>GitHub Stars</span></a></li><li><a href=\"https://archiveprogram.github.com/\" target=\"_blank\"><span>Archive Program</span></a></li></ul></div></li><li><div><p><span>REPOSITORIES</span></p><ul><li><a target=\"_blank\" href=\"https://github.com/topics\"><span>Topics</span></a></li><li><a target=\"_blank\" href=\"https://github.com/trending\"><span>Trending</span></a></li><li><a target=\"_blank\" href=\"https://github.com/collections\"><span>Collections</span></a></li></ul></div></li></ul></div></li><li><div><ul><li><div><p><span>ENTERPRISE SOLUTIONS</span></p><ul><li><a target=\"_blank\" href=\"https://github.com/enterprise\"><div><p><span>Enterprise platform</span><span>AI-powered developer platform</span></p></div></a></li></ul></div></li><li><div><p><span>AVAILABLE ADD-ONS</span></p><ul><li><a target=\"_blank\" href=\"https://github.com/security/advanced-security\"><div><p><span>GitHub Advanced Security</span><span>Enterprise-grade security features</span></p></div></a></li><li><a target=\"_blank\" href=\"https://github.com/features/copilot/copilot-business\"><div><p><span>Copilot for Business</span><span>Enterprise-grade AI features</span></p></div></a></li><li><a target=\"_blank\" href=\"https://github.com/enterprise/premium-support\"><div><p><span>Premium Support</span><span>Enterprise-grade 24/7 support</span></p></div></a></li></ul></div></li></ul></div></li><li><a target=\"_blank\" href=\"https://github.com/pricing\"><span>Pricing</span></a></li></ul></div>\n        <div>\n  <div>\n    <div>\n    <p>\n      </p><h2 id=\"feedback-dialog-title\">\n        Provide feedback\n      </h2>\n    <p></p>\n  </div>\n        <div>        \n          <p>We read every piece of feedback, and take your input very seriously.</p>\n          <label>Include my email address so I can be contacted</label>\n</div>\n    <div>\n    <p>\n      </p><h2 id=\"custom-scopes-dialog-title\">\n        Saved searches\n      </h2>\n        <h2 id=\"custom-scopes-dialog-description\">Use saved searches to filter your results more quickly</h2>\n    <p></p>\n  </div>\n        <div>        \n        <div>\n          <div>\n            <p><label>Name</label></p>\n          </div>\n          <p><label>Query</label>\n          </p>\n          <p>\n            To see all available qualifiers, see our <a target=\"_blank\" 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