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          },
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            "amount": 100
          },
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            "container": "bowl",
            "apple": 4
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      },
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      "collapsed": true,
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      "id": "79dd02de-37db-4815-b002-992450eab3b0",
      "properties": {
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        "typ": "str",
        "instructions": "Specifies the target container.\n\nCan be one of: \"bucket\", \"basket\", \"bowl\""
      },
      "x": -1918,
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    "ced7384c-5f0e-48aa-9df7-34664fcc9620": {
      "title": "Dict Collector",
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      "collapsed": false,
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        },
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        }
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      "title": "Scoped API Function",
      "id": "ebd74f28-76e4-49ac-8e6a-371d0ec5106c",
      "properties": {
        "code": "containers = arguments[\"containers\"]\ncontainer_name = arguments[\"container\"]\ncontainers[container_name] = {}\nresult[\"container_name\"] = container_name"
      },
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      "title": "AI Function Callback Metadata",
      "id": "8920dd2b-8af9-4455-8211-a7dff06fdb7b",
      "properties": {
        "instructions": "Empty a specific container.",
        "examples": [
          {
            "container": "basket"
          }
        ]
      },
      "x": -865,
      "y": 2317,
      "width": 244,
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      "collapsed": false,
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      "registry": "focal/Metadata",
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    },
    "78d8ceb8-ca55-496e-9f19-e700d329451b": {
      "title": "DEF empty_container",
      "id": "78d8ceb8-ca55-496e-9f19-e700d329451b",
      "properties": {
        "name": "empty_container"
      },
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      "properties": {},
      "x": 500,
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      "width": 140,
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        {
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      ],
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        "retries": 0,
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      "title": "SET local.calls",
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        "name": "calls",
        "scope": "local"
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        "stage": 1
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      "title": "AI Function Callback",
      "id": "7c0c2aca-bf5e-4e5f-9a13-a0b817c23eeb",
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      "title": "AI Function Callback",
      "id": "d14c1137-81b3-4ce9-8a46-cc4f42eb0209",
      "properties": {
        "name": "my_function",
        "allow_multiple_calls": true,
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      "id": "a15ff44a-bbaf-4e0f-af63-d5f48e0f34b3",
      "properties": {},
      "x": 32,
      "y": 2444,
      "width": 140,
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      "base_type": "core/Node"
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      "id": "ae65b60b-ecb2-4bdd-a555-77249b12db3b",
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      "x": 42,
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      "collapsed": false,
      "inherited": false,
      "registry": "data/DictCollector",
      "dynamic_inputs": [
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          "name": "item0",
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        }
      ],
      "base_type": "core/DynamicSocketNodeBase"
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    "272e6d0a-26c1-46e9-ad4c-b92038b6dc78": {
      "title": "Get Agent",
      "id": "272e6d0a-26c1-46e9-ad4c-b92038b6dc78",
      "properties": {
        "agent_name": "summarizer"
      },
      "x": 42,
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      "registry": "agents/GetAgent",
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      "properties": {
        "attribute": "success"
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      "collapsed": false,
      "inherited": false,
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      "id": "cdac4a3b-beb5-4b66-a279-6296034f7e97",
      "properties": {
        "code": "containers = arguments[\"containers\"]\nitem_type = arguments[\"item_type\"]\namount = arguments[\"amount\"]\ncontainer_name = arguments[\"container\"]\n\nif container_name not in containers:\n    containers[container_name] = {}\n\ncontainer = containers[container_name]\n\nif item_type not in container:\n    container[item_type] = 0\n\ncontainer[item_type] = container[item_type] - amount\n\nif container[item_type] < 0:\n  container[item_type] = 0\n\nresult[\"item_type\"] = item_type\nresult[\"container_name\"] = container_name\nresult[\"amount\"] = amount"
      },
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      "y": 1568,
      "width": 210,
      "height": 98,
      "collapsed": false,
      "inherited": false,
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      "base_type": "core/Node"
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      "id": "05e7aec4-c6ac-48a2-88fb-0c3594fd01da",
      "properties": {
        "code": "containers = arguments[\"containers\"]\nitem_type = arguments[\"item_type\"]\namount = arguments[\"amount\"]\ncontainer_name = arguments[\"container\"]\n\nif container_name not in containers:\n    containers[container_name] = {}\n\ncontainer = containers[container_name]\n\nif item_type not in container:\n    container[item_type] = 0\n\ncontainer[item_type] = container[item_type] + amount\n\nresult[\"item_type\"] = item_type\nresult[\"container_name\"] = container_name\nresult[\"amount\"] = amount"
      },
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      "y": 829,
      "width": 210,
      "height": 98,
      "collapsed": false,
      "inherited": false,
      "registry": "core/functions/ScopedAPIFunction",
      "base_type": "core/Node"
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      "title": "Scoped API Function",
      "id": "ec18ab5a-20a8-40b2-9dba-06f00257a1cb",
      "properties": {
        "code": "# 1. Empty the bucket\n# 2. Put 3 oranges in the basket\n# 3. Fill the bucket with wine until it is 50% full\n# 4. Remove 1 orange in from the basket\n# 5. Add 1 apple to the basket\n# {'bucket': {'wine': 50}, 'basket': {'orange': 2, 'apple': 1}, 'bowl': {}}\ncontainers = arguments[\"containers\"]\nexpected = {\n  \"basket\": {\"orange\": 2, \"apple\": 1},\n  \"bucket\": {\"wine\": 50},\n  \"bowl\": {}\n}\nresult[\"success\"] = (containers == expected)"
      },
      "x": 272,
      "y": 2544,
      "width": 210,
      "height": 98,
      "collapsed": false,
      "inherited": false,
      "registry": "core/functions/ScopedAPIFunction",
      "base_type": "core/Node"
    },
    "68adccc8-bf7c-461c-a6fd-51007c0a27f4": {
      "title": "Emit Test Result",
      "id": "68adccc8-bf7c-461c-a6fd-51007c0a27f4",
      "properties": {
        "message_title": "Function Calling",
        "message": "Tests whether the model can reliably call functions through Talemate's FOCAL system."
      },
      "x": 872,
      "y": 2504,
      "width": 210,
      "height": 142,
      "collapsed": false,
      "inherited": false,
      "registry": "model-tests/emitTestResult",
      "base_type": "core/Graph"
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    "d54e6e1f-ea0b-40f0-b522-c3d8e83e1063": {
      "title": "Stage 2",
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      "properties": {
        "stage": 2
      },
      "x": 1130,
      "y": 2410,
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      "collapsed": false,
      "inherited": false,
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      "id": "87b5e297-d2b2-4d03-a584-2b865225a816",
      "properties": {
        "output_type": "bool",
        "output_name": "success",
        "num": 0
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      "x": 1130,
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      "width": 210,
      "height": 106,
      "collapsed": false,
      "inherited": false,
      "registry": "core/Output",
      "base_type": "core/Node"
    },
    "41b302f7-2da7-4522-9335-aa50cec1871a": {
      "title": "Make Dict",
      "id": "41b302f7-2da7-4522-9335-aa50cec1871a",
      "properties": {
        "data": {
          "bucket": {},
          "basket": {},
          "bowl": {}
        }
      },
      "x": -263,
      "y": 433,
      "width": 210,
      "height": 58,
      "collapsed": false,
      "inherited": false,
      "registry": "data/MakeDict",
      "base_type": "core/Node"
    },
    "2ae13bfe-9b7e-4ded-8736-da62c2005040": {
      "title": "SET local.containers",
      "id": "2ae13bfe-9b7e-4ded-8736-da62c2005040",
      "properties": {
        "name": "containers",
        "scope": "local"
      },
      "x": 20,
      "y": 430,
      "width": 210,
      "height": 122,
      "collapsed": false,
      "inherited": false,
      "registry": "state/SetState",
      "base_type": "core/Node"
    },
    "0fbf21fe-c638-42fb-978d-ffd6d471282a": {
      "title": "GET local.containers",
      "id": "0fbf21fe-c638-42fb-978d-ffd6d471282a",
      "properties": {
        "name": "containers",
        "scope": "local"
      },
      "x": -270,
      "y": 2420,
      "width": 210,
      "height": 122,
      "collapsed": false,
      "inherited": false,
      "registry": "state/GetState",
      "base_type": "core/Node"
    },
    "ceb94fcf-c4f1-497d-84d0-35ea55c9cde6": {
      "title": "GET parent.containers",
      "id": "ceb94fcf-c4f1-497d-84d0-35ea55c9cde6",
      "properties": {
        "name": "containers",
        "scope": "parent"
      },
      "x": -1920,
      "y": 2160,
      "width": 210,
      "height": 122,
      "collapsed": false,
      "inherited": false,
      "registry": "state/GetState",
      "base_type": "core/Node"
    },
    "fa8559af-5988-4f3b-9dcc-8b15f01c605e": {
      "title": "GET parent.containers",
      "id": "fa8559af-5988-4f3b-9dcc-8b15f01c605e",
      "properties": {
        "name": "containers",
        "scope": "parent"
      },
      "x": -1920,
      "y": 1420,
      "width": 210,
      "height": 122,
      "collapsed": false,
      "inherited": false,
      "registry": "state/GetState",
      "base_type": "core/Node"
    },
    "e68f375f-8cf1-42d5-83f3-c3fb9edaa7ce": {
      "title": "GET parent.containers",
      "id": "e68f375f-8cf1-42d5-83f3-c3fb9edaa7ce",
      "properties": {
        "name": "containers",
        "scope": "parent"
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      "y": 680,
      "width": 210,
      "height": 122,
      "collapsed": false,
      "inherited": false,
      "registry": "state/GetState",
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