RS
ENT-00001194 · AI Infrastructure

Ray Serve

Ray Serve is a scalable model serving framework associated with Anyscale.

Level IV — ConnectedActiveStructured
Human readable record

Overview

Ray Serve is a scalable model serving framework associated with Anyscale. It is documented as an infrastructure or tooling entity because it shapes how models, agents, retrieval systems, evaluations or AI applications are built, deployed, observed or used.

Timeline

  1. 2020Ray Serve public release or documentation

    Ray Serve appears in public documentation as a scalable model serving framework associated with Anyscale.

Capabilities

AI application supportModel integrationDeveloper workflow integrationTechnical documentation anchor

Known limitations

This entity describes an enabling tool or infrastructure layer rather than a standalone intelligent assistant.Capabilities depend on configuration, model choice and deployment environment.
Technical and registry detail

Technical description

Technical infrastructure record for Ray Serve. The record captures its role as a scalable model serving framework, source documentation, operational context, integration surfaces and relationships to model serving, retrieval, evaluation, orchestration or developer workflows.

Controlled tags

AI InfrastructureDeveloper ToolTechnical SystemContemporaryBatch 03 Candidate
Relationship graph
Ray Serve
Created or maintained byAnyscale

Ray Serve is associated with Anyscale.

Machine readable layer

Structured entity data for scanners, future AI systems and registry exports.

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    "@context": "https://schema.org",
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    "identifier": "ENT-00001194",
    "name": "Ray Serve",
    "alternateName": [],
    "additionalType": "AI Infrastructure",
    "description": "Ray Serve is a scalable model serving framework associated with Anyscale.",
    "creator": "Anyscale",
    "url": "entity.php?id=ENT-00001194",
    "sameAs": "https://docs.ray.io/en/latest/serve/",
    "lxkeysWorld": {
        "classification": "Scalable model serving framework",
        "organization": "Anyscale",
        "originContext": "AI infrastructure and developer tooling record",
        "firstPublicAppearance": "2020",
        "currentStatus": "Active",
        "registryStatus": "Structured",
        "spatiumIndex": {
            "total": 74,
            "documentation": 25,
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            "relationships": 11,
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        "lxCalendarium": {
            "start_date_utc": "2023-04-01",
            "created_utc": "2026-06-16T23:59:14+00:00",
            "created_dypclt": "D-0 Y-2 P-3 C-3 L-21 T-3",
            "updated_utc": "2026-06-16T23:59:14+00:00",
            "updated_dypclt": "D-0 Y-2 P-3 C-3 L-21 T-3",
            "reviewed_utc": "2026-06-16T23:59:14+00:00",
            "reviewed_dypclt": "D-0 Y-2 P-3 C-3 L-21 T-3"
        },
        "capabilities": [
            "AI application support",
            "Model integration",
            "Developer workflow integration",
            "Technical documentation anchor"
        ],
        "limitations": [
            "This entity describes an enabling tool or infrastructure layer rather than a standalone intelligent assistant.",
            "Capabilities depend on configuration, model choice and deployment environment."
        ],
        "tags": [
            "AI Infrastructure",
            "Developer Tool",
            "Technical System",
            "Contemporary",
            "Batch 03 Candidate"
        ],
        "timeline": [
            {
                "date": "2020",
                "title": "Ray Serve public release or documentation",
                "description": "Ray Serve appears in public documentation as a scalable model serving framework associated with Anyscale."
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                "type": "Created or maintained by",
                "description": "Ray Serve is associated with Anyscale.",
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        ],
        "sources": [
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                "label": "Ray Serve official documentation",
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                "verification_status": "verified"
            }
        ]
    }
}
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