AOPX

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Selects between supported SEARCH providers for ECONOMY or CRITICAL mode.

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public_outcomes Read-only

Read recent caller-reported production outcomes from the AOPX public evidence surface. Use this to inspect what was reported after real recommendations were executed, not to request a new recommendation. Provider identities are exposed only through public aliases. LAB benchmarks, tests, shadow runs and replays are not returned here, and reported outcomes are not described as independently verified.

limitinteger

Tools (4)

public_outcomes

read-only

Argument	Type	Description
limit	integer

Input schema (JSON)

{
  "type": "object",
  "title": "public_outcomesArguments",
  "properties": {
    "limit": {
      "type": "integer",
      "title": "Limit",
      "default": 100
    }
  }
}

public_stats

Read aggregate public statistics from the AOPX production pilot, including consultation and reported-outcome activity. Use this for public telemetry, not for provider recommendation. LAB benchmarks, tests, shadow runs and replay events are excluded from these production statistics.

read-only

No arguments.

Input schema (JSON)

{
  "type": "object",
  "title": "public_statsArguments",
  "properties": {}
}

recommend_provider

Use when a software agent needs an AOPX recommendation for the SEARCH category instead of hard-coding a single supported provider. Supported modes are ECONOMY and CRITICAL. Returns a primary provider and, when applicable, a fallback provider plus a recommendation_id. AOPX does not execute the search and does not handle payment; the caller executes the provider path externally. After a real execution, call report_outcome with the same recommendation_id. max_cost_eur and max_latency_ms are accepted and recorded by the current v0 interface but are not enforced as hard routing constraints.

Argument	Type	Description
mode*	string
client_id	any
max_cost_eur	any
max_latency_ms	any

Input schema (JSON)

{
  "type": "object",
  "title": "recommend_providerArguments",
  "required": [
    "mode"
  ],
  "properties": {
    "mode": {
      "enum": [
        "ECONOMY",
        "BALANCED",
        "CRITICAL"
      ],
      "type": "string",
      "title": "Mode"
    },
    "client_id": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "title": "Client Id",
      "default": null
    },
    "max_cost_eur": {
      "anyOf": [
        {
          "type": "number"
        },
        {
          "type": "null"
        }
      ],
      "title": "Max Cost Eur",
      "default": null
    },
    "max_latency_ms": {
      "anyOf": [
        {
          "type": "integer"
        },
        {
          "type": "null"
        }
      ],
      "title": "Max Latency Ms",
      "default": null
    }
  }
}

report_outcome

Use only after a real external execution of a provider path returned by recommend_provider. Records the caller-reported production outcome for that recommendation_id. The recommendation must exist, only one outcome is accepted per recommendation, and provider attempts must match the recommended primary/fallback path. Reported outcomes are production evidence supplied by the caller; they are not described as independently verified outcomes.

Argument	Type	Description
attempts*	array
recommendation_id*	string

Input schema (JSON)

{
  "type": "object",
  "$defs": {
    "ProviderAttempt": {
      "type": "object",
      "title": "ProviderAttempt",
      "required": [
        "provider_id",
        "success"
      ],
      "properties": {
        "success": {
          "type": "boolean",
          "title": "Success"
        },
        "cost_eur": {
          "anyOf": [
            {
              "type": "number",
              "minimum": 0
            },
            {
              "type": "null"
            }
          ],
          "title": "Cost Eur",
          "default": null
        },
        "error_type": {
          "anyOf": [
            {
              "type": "string",
              "maxLength": 200
            },
            {
              "type": "null"
            }
          ],
          "title": "Error Type",
          "default": null
        },
        "latency_ms": {
          "anyOf": [
            {
              "type": "integer",
              "minimum": 0
            },
            {
              "type": "null"
            }
          ],
          "title": "Latency Ms",
          "default": null
        },
        "provider_id": {
          "type": "string",
          "title": "Provider Id"
        },
        "quality_score": {
          "anyOf": [
            {
              "type": "number",
              "maximum": 1,
              "minimum": 0
            },
            {
              "type": "null"
            }
          ],
          "title": "Quality Score",
          "default": null
        }
      }
    }
  },
  "title": "report_outcomeArguments",
  "required": [
    "recommendation_id",
    "attempts"
  ],
  "properties": {
    "attempts": {
      "type": "array",
      "items": {
        "$ref": "#/$defs/ProviderAttempt"
      },
      "title": "Attempts"
    },
    "recommendation_id": {
      "type": "string",
      "title": "Recommendation Id"
    }
  }
}