{
  "slug": "searchos-shared-state-for-multi-agent-web-search-715257",
  "title": "SearchOS: Shared State for Multi-Agent Web Search",
  "dek": "SearchOS reframes open-domain web search as citation-grounded schema completion, using shared state, middleware, scheduling, and reusable skills to coordinate search agents.",
  "summary": "SearchOS is a multi-agent web-search framework that turns search progress into shared state via schema completion, SOCM, scheduling, middleware, and reusable skills.",
  "tags": [
    "SearchOS",
    "AI agents",
    "web search",
    "multi-agent systems",
    "information seeking",
    "tool-integrated LLMs",
    "schema completion",
    "grounded citations",
    "agent memory",
    "search orchestration"
  ],
  "published_at": "2026-07-19T04:03:41.77+00:00",
  "grade": 9.1,
  "agent_utility": 9.4,
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  "preview": {
    "faq_questions": [
      "What is SearchOS?",
      "What problem does SearchOS target?",
      "How does SearchOS represent information-seeking tasks?",
      "Why is schema completion a useful abstraction for agentic search?",
      "What is Search-Oriented Context Management?",
      "Are the SOCM component roles directly defined?",
      "What does the Search Tool Middleware Harness do?",
      "How does SearchOS schedule search agents?",
      "How well does SearchOS perform?",
      "Is a full bibliographic citation available from the abstract?"
    ],
    "entity_names": [
      {
        "name": "SearchOS",
        "type": "framework"
      },
      {
        "name": "Search-Oriented Context Management",
        "type": "technique"
      },
      {
        "name": "SOCM",
        "type": "technique"
      },
      {
        "name": "Frontier Task",
        "type": "component"
      },
      {
        "name": "Evidence Graph",
        "type": "component"
      },
      {
        "name": "Coverage Map",
        "type": "component"
      },
      {
        "name": "Failure Memory",
        "type": "component"
      },
      {
        "name": "Search Tool Middleware Harness",
        "type": "component"
      },
      {
        "name": "pipeline-parallel scheduling",
        "type": "technique"
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      {
        "name": "hierarchical skill system",
        "type": "technique"
      },
      {
        "name": "strategy skills",
        "type": "skill type"
      },
      {
        "name": "access skills",
        "type": "skill type"
      },
      {
        "name": "WideSearch",
        "type": "benchmark"
      },
      {
        "name": "GISA",
        "type": "benchmark"
      },
      {
        "name": "Tool-Integrated Large Language Models",
        "type": "model class"
      },
      {
        "name": "web search",
        "type": "capability"
      },
      {
        "name": "information-seeking agents",
        "type": "agent class"
      },
      {
        "name": "single-agent systems",
        "type": "system class"
      },
      {
        "name": "multi-agent systems",
        "type": "system class"
      },
      {
        "name": "sub-agents",
        "type": "agent role"
      },
      {
        "name": "relational schema completion with grounded citations",
        "type": "formulation"
      },
      {
        "name": "grounded citations",
        "type": "evidence mechanism"
      },
      {
        "name": "linked tables",
        "type": "data representation"
      },
      {
        "name": "search budget",
        "type": "resource constraint"
      },
      {
        "name": "stalls",
        "type": "execution condition"
      },
      {
        "name": "budget exhaustion",
        "type": "execution condition"
      }
    ],
    "related_work_titles": [
      "Single-agent information-seeking baselines",
      "Multi-agent information-seeking baselines",
      "Transcript-only or implicit-context agent memory",
      "Structured schema-completion approaches to information gathering"
    ],
    "application_industries": [
      "Open-domain information seeking",
      "Web-search agents",
      "Multi-agent search collaboration",
      "Evidence-grounded research workflows",
      "Search-agent orchestration infrastructure"
    ],
    "glossary_terms": [
      "Tool-Integrated Large Language Model",
      "open-domain information seeking",
      "information-seeking agent",
      "multi-agent framework",
      "interaction history",
      "search budget",
      "relational schema completion",
      "grounded citation",
      "SOCM",
      "Frontier Task",
      "Evidence Graph",
      "Coverage Map",
      "Failure Memory",
      "pipeline-parallel scheduling",
      "sub-agent",
      "Search Tool Middleware Harness",
      "tool interaction",
      "stall",
      "budget exhaustion",
      "hierarchical skill system",
      "strategy skill",
      "access skill",
      "WideSearch",
      "GISA",
      "baseline"
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