{
  "kind": "open-flow-workflow",
  "version": 1,
  "name": "Repair Structured State Data with AI",
  "content": {
    "modelVersion": 14,
    "document": {
      "bindings": {},
      "graph": {
        "nodes": {
          "n_afe7796060a8ec73": {
            "name": "Run the example",
            "kind": "start",
            "inputDefs": []
          },
          "n_59bedbb766a42977": {
            "inputs": {},
            "name": "Ask for state data",
            "kind": "task",
            "task": {
              "inputs": [
                {
                  "jsonSchema": {
                    "items": {
                      "type": "object"
                    },
                    "type": "array"
                  },
                  "nullable": true,
                  "handle": "messages",
                  "value": null
                },
                {
                  "jsonSchema": {
                    "items": {
                      "type": "object"
                    },
                    "minItems": 1,
                    "type": "array"
                  },
                  "nullable": false,
                  "handle": "template",
                  "value": [
                    {
                      "role": "user",
                      "content": "Return the 5 largest states by area in the USA with their 3 largest cities and their population.\nReturn JSON only, as {\"states\":[{\"state\":\"name\",\"cities\":[{\"name\":\"city\",\"population\":123}]}]}. Include exactly five states and exactly three cities per state; population must be a number."
                    }
                  ]
                },
                {
                  "jsonSchema": {
                    "type": "object"
                  },
                  "nullable": false,
                  "handle": "model",
                  "value": {
                    "model": "gpt-4o-mini-2024-07-18",
                    "temperature": 0
                  }
                }
              ],
              "outputs": [
                {
                  "description": "Generated response.",
                  "jsonSchema": {
                    "type": "string"
                  },
                  "nullable": false,
                  "handle": "output"
                }
              ],
              "name": "Ask for state data",
              "executor": {
                "kind": "llm",
                "mode": "chat"
              }
            }
          },
          "n_aa4a276c10735bb8": {
            "inputs": {
              "text": {
                "kind": "sources",
                "sources": [
                  {
                    "kind": "node",
                    "nodeId": "n_59bedbb766a42977",
                    "output": "output"
                  }
                ]
              }
            },
            "name": "Check the answer",
            "kind": "task",
            "task": {
              "inputs": [
                {
                  "jsonSchema": {
                    "type": "string"
                  },
                  "nullable": false,
                  "handle": "text"
                }
              ],
              "outputs": [
                {
                  "jsonSchema": {
                    "type": "boolean"
                  },
                  "nullable": false,
                  "handle": "valid"
                },
                {
                  "jsonSchema": {
                    "type": "object",
                    "additionalProperties": true
                  },
                  "nullable": false,
                  "handle": "result"
                },
                {
                  "jsonSchema": {
                    "type": "string"
                  },
                  "nullable": false,
                  "handle": "error"
                },
                {
                  "jsonSchema": {
                    "type": "string"
                  },
                  "nullable": false,
                  "handle": "completion"
                }
              ],
              "name": "Check the answer",
              "moduleId": "n_e5678019b1109243",
              "capabilities": [
                {
                  "kind": "connector",
                  "mode": "independent",
                  "actions": []
                }
              ]
            }
          },
          "n_b1225dca3afa903b": {
            "inputs": {},
            "name": "Answer matches format",
            "kind": "condition",
            "matchMode": "first",
            "cases": [
              {
                "output": "valid",
                "groups": [
                  {
                    "expressions": [
                      {
                        "left": {
                          "kind": "source",
                          "source": {
                            "kind": "node",
                            "nodeId": "n_aa4a276c10735bb8",
                            "output": "valid"
                          }
                        },
                        "operator": "isTrue"
                      }
                    ]
                  }
                ]
              },
              {
                "output": "invalid",
                "groups": [
                  {
                    "expressions": [
                      {
                        "left": {
                          "kind": "source",
                          "source": {
                            "kind": "node",
                            "nodeId": "n_aa4a276c10735bb8",
                            "output": "valid"
                          }
                        },
                        "operator": "isFalse"
                      }
                    ]
                  }
                ]
              }
            ]
          },
          "n_a6c5f038a9c03199": {
            "inputs": {
              "result": {
                "kind": "sources",
                "sources": [
                  {
                    "kind": "node",
                    "nodeId": "n_aa4a276c10735bb8",
                    "output": "result"
                  }
                ]
              }
            },
            "name": "Keep valid answer",
            "kind": "task",
            "task": {
              "inputs": [
                {
                  "jsonSchema": {
                    "type": "object",
                    "additionalProperties": true
                  },
                  "nullable": false,
                  "handle": "result"
                }
              ],
              "outputs": [
                {
                  "jsonSchema": {
                    "type": "object",
                    "additionalProperties": true
                  },
                  "nullable": false,
                  "handle": "result"
                }
              ],
              "name": "Keep valid answer",
              "moduleId": "n_a11dd88c5cc8f973",
              "capabilities": [
                {
                  "kind": "connector",
                  "mode": "independent",
                  "actions": []
                }
              ]
            }
          },
          "n_c05ab32e20d27867": {
            "inputs": {
              "completion": {
                "kind": "sources",
                "sources": [
                  {
                    "kind": "node",
                    "nodeId": "n_aa4a276c10735bb8",
                    "output": "completion"
                  }
                ]
              },
              "error": {
                "kind": "sources",
                "sources": [
                  {
                    "kind": "node",
                    "nodeId": "n_aa4a276c10735bb8",
                    "output": "error"
                  }
                ]
              }
            },
            "name": "Repair the answer",
            "kind": "task",
            "task": {
              "inputs": [
                {
                  "jsonSchema": {
                    "items": {
                      "type": "object"
                    },
                    "type": "array"
                  },
                  "nullable": true,
                  "handle": "messages",
                  "value": null
                },
                {
                  "jsonSchema": {
                    "items": {
                      "type": "object"
                    },
                    "minItems": 1,
                    "type": "array"
                  },
                  "nullable": false,
                  "handle": "template",
                  "value": [
                    {
                      "role": "user",
                      "content": "Instructions:\nReturn JSON only, as {\"states\":[{\"state\":\"name\",\"cities\":[{\"name\":\"city\",\"population\":123}]}]}. Include exactly five states and exactly three cities per state; population must be a number.\nCompletion:\n{{completion}}\nError:\n{{error}}\nPlease return only a corrected answer."
                    }
                  ]
                },
                {
                  "jsonSchema": {
                    "type": "object"
                  },
                  "nullable": false,
                  "handle": "model",
                  "value": {
                    "model": "gpt-4o-mini-2024-07-18",
                    "temperature": 0
                  }
                },
                {
                  "jsonSchema": {
                    "type": "string"
                  },
                  "nullable": false,
                  "handle": "completion"
                },
                {
                  "jsonSchema": {
                    "type": "string"
                  },
                  "nullable": false,
                  "handle": "error"
                }
              ],
              "outputs": [
                {
                  "description": "Generated response.",
                  "jsonSchema": {
                    "type": "string"
                  },
                  "nullable": false,
                  "handle": "output"
                }
              ],
              "name": "Repair the answer",
              "executor": {
                "kind": "llm",
                "mode": "chat"
              }
            }
          },
          "n_51b1dbe8a9301438": {
            "inputs": {
              "text": {
                "kind": "sources",
                "sources": [
                  {
                    "kind": "node",
                    "nodeId": "n_c05ab32e20d27867",
                    "output": "output"
                  }
                ]
              }
            },
            "name": "Validate repaired answer",
            "kind": "task",
            "task": {
              "inputs": [
                {
                  "jsonSchema": {
                    "type": "string"
                  },
                  "nullable": false,
                  "handle": "text"
                }
              ],
              "outputs": [
                {
                  "jsonSchema": {
                    "type": "object",
                    "additionalProperties": true
                  },
                  "nullable": false,
                  "handle": "result"
                }
              ],
              "name": "Validate repaired answer",
              "moduleId": "n_739b42f33a5ef2e6",
              "capabilities": [
                {
                  "kind": "connector",
                  "mode": "independent",
                  "actions": []
                }
              ]
            }
          },
          "n_1ed5b2ea870e601a": {
            "name": "Return repaired answer",
            "kind": "outputs",
            "outputDefs": [
              {
                "jsonSchema": {
                  "type": "object",
                  "additionalProperties": true
                },
                "nullable": false,
                "handle": "result"
              }
            ],
            "outputMappings": {
              "result": {
                "kind": "sources",
                "sources": [
                  {
                    "kind": "node",
                    "nodeId": "n_51b1dbe8a9301438",
                    "output": "result"
                  },
                  {
                    "kind": "node",
                    "nodeId": "n_a6c5f038a9c03199",
                    "output": "result"
                  }
                ]
              }
            }
          }
        },
        "edges": [
          {
            "source": "n_afe7796060a8ec73",
            "target": "n_59bedbb766a42977"
          },
          {
            "source": "n_59bedbb766a42977",
            "target": "n_aa4a276c10735bb8"
          },
          {
            "source": "n_aa4a276c10735bb8",
            "target": "n_b1225dca3afa903b"
          },
          {
            "source": "n_b1225dca3afa903b",
            "target": "n_a6c5f038a9c03199",
            "sourceHandle": "valid"
          },
          {
            "source": "n_a6c5f038a9c03199",
            "target": "n_1ed5b2ea870e601a"
          },
          {
            "source": "n_b1225dca3afa903b",
            "target": "n_c05ab32e20d27867",
            "sourceHandle": "invalid"
          },
          {
            "source": "n_c05ab32e20d27867",
            "target": "n_51b1dbe8a9301438"
          },
          {
            "source": "n_51b1dbe8a9301438",
            "target": "n_1ed5b2ea870e601a"
          }
        ]
      }
    },
    "modules": {
      "n_e5678019b1109243": {
        "name": "Check the answer",
        "imports": [],
        "source": "export default function parse({text}) {\n  let result, error = '';\n  try {\n    result = JSON.parse(text);\n    if (!result || !Array.isArray(result.states) || result.states.length !== 5 || !result.states.every(s => s && typeof s.state === 'string' && Array.isArray(s.cities) && s.cities.length === 3 && s.cities.every(c => c && typeof c.name === 'string' && typeof c.population === 'number' && Number.isFinite(c.population)))) throw new Error('Expected five states with three cities, each with a name and numeric population.');\n  } catch (e) { error = String(e.message); result = {states: []}; }\n  return {valid: !error, result, error, completion: text};\n}\n"
      },
      "n_a11dd88c5cc8f973": {
        "name": "Keep valid answer",
        "imports": [],
        "source": "export default function pass({result}) { return {result}; }\n"
      },
      "n_739b42f33a5ef2e6": {
        "name": "Validate repaired answer",
        "imports": [],
        "source": "export default function confirm({text}) {\n  const result = JSON.parse(text);\n  if (!result || !Array.isArray(result.states) || result.states.length !== 5 || !result.states.every(s => s && typeof s.state === 'string' && Array.isArray(s.cities) && s.cities.length === 3 && s.cities.every(c => c && typeof c.name === 'string' && typeof c.population === 'number' && Number.isFinite(c.population)))) throw new Error('The repaired answer does not match the required format.');\n  return {result};\n}\n"
      }
    }
  },
  "presentation": {
    "designer": {
      "version": 1,
      "flow": {
        "direction": "vertical"
      }
    }
  }
}