{
  "openapi": "3.0.3",
  "info": {
    "title": "StockUp Quan AI API",
    "description": "Finance-native AI API with server-verified market context, Quan reasoning models, MCP and OpenAPI discovery, 100,000 free Quan 3.4 L tokens, streaming responses, and prepaid usage controls.",
    "version": "1.1.0"
  },
  "servers": [
    {
      "url": "https://stockup.cc",
      "description": "StockUp production server"
    },
    {
      "url": "http://127.0.0.1:5001/stockup-4ab83/us-central1",
      "description": "Local Firebase Emulator"
    }
  ],
  "paths": {
    "/v1/query": {
      "post": {
        "summary": "Query StockUp Quan Financial AI Models",
        "description": "Submits a query to StockUp Quan financial AI models. Enterprise aliases such as quan-3-4-enterprise support team-based finance AI chatbot workflows and require an active Enterprise API key, approved Enterprise plan, organization token pool, and X-Enterprise-User-Id for team attribution and per-user quota governance.",
        "operationId": "queryQuanModel",
        "security": [
          {
            "ApiKeyAuth": [

            ]
          },
          {
            "BearerAuth": [

            ]
          }
        ],
        "parameters": [
          {
            "name": "X-Enterprise-User-Id",
            "in": "header",
            "required": false,
            "schema": {
              "type": "string"
            },
            "description": "Required when calling Enterprise model aliases. Identifies the active Enterprise employee or member whose per-user quota and team usage should be charged."
          }
        ],
        "requestBody": {
          "required": true,
          "content": {
            "application/json": {
              "schema": {
                "$ref": "#/components/schemas/QueryRequest"
              }
            }
          }
        },
        "responses": {
          "200": {
            "description": "Successful query execution",
            "headers": {
              "X-StockUp-Billing-Mode": { "schema": { "type": "string", "enum": ["free_quan30", "free_quan34_light", "hybrid_quan34_light", "cash"] }, "description": "Settled billing path for the request." },
              "X-StockUp-Free-Model": { "schema": { "type": "string", "enum": ["quan-3.0", "quan-3.4-l"] }, "description": "Allowance used by the request, when applicable." },
              "X-StockUp-Free-Tokens-Remaining": { "schema": { "type": "integer", "minimum": 0 }, "description": "Remaining account allowance for X-StockUp-Free-Model." },
              "X-StockUp-Included-Search-Queries": { "schema": { "type": "integer", "minimum": 0 }, "description": "Executed searches covered by the Quan 3.4 L allowance." },
              "X-StockUp-Paid-Search-Queries": { "schema": { "type": "integer", "minimum": 0 }, "description": "Executed searches charged to prepaid balance." }
            },
            "content": {
              "application/json": {
                "schema": {
                  "$ref": "#/components/schemas/QueryResponse"
                }
              },
              "text/event-stream": {
                "description": "Server-Sent Events (SSE) stream chunks when stream is true"
              }
            }
          },
          "202": {
            "description": "PDF document job accepted when response_format.type is pdf",
            "content": {
              "application/json": {
                "schema": {
                  "$ref": "#/components/schemas/DocumentJobAccepted"
                }
              }
            }
          },
          "401": {
            "description": "Unauthorized - API key invalid or missing"
          },
          "402": {
            "description": "Payment Required - The Quan 3.4 L allowance cannot cover the complete request, or prepaid balance is insufficient. FREE_QUAN34_LIGHT_ALLOWANCE_EXCEEDED includes freeTokensRemaining."
          },
          "403": {
            "description": "Forbidden - Enterprise key, active plan, member status, user quota, or organization access requirement is not satisfied"
          },
          "429": {
            "description": "Too Many Requests - Rate limit, member token limit, or organization monthly token pool limit reached"
          },
          "413": {
            "description": "Request body exceeds the 2 MB API limit"
          },
          "500": {
            "description": "Internal server error"
          }
        }
      }
    },
    "/v1/decision": {
      "post": {
        "summary": "Run Quan Decision Intelligence",
        "operationId": "runQuanDecisionIntelligence",
        "security": [{ "ApiKeyAuth": [] }, { "BearerAuth": [] }],
        "requestBody": { "required": true, "content": { "application/json": { "schema": { "$ref": "#/components/schemas/DecisionIntelligenceRequest" } } } },
        "responses": { "200": { "description": "Verified decision, regime, signals, risk, scenarios, evidence, and audit record", "content": { "application/json": { "schema": { "$ref": "#/components/schemas/DecisionIntelligenceResult" } } } } }
      }
    },
    "/v1/regime": {
      "post": { "summary": "Get the verified seven-state market regime", "operationId": "getQuanRegime", "security": [{ "ApiKeyAuth": [] }, { "BearerAuth": [] }], "responses": { "200": { "description": "Regime probabilities, signals, allocation, freshness, and warnings" } } }
    },
    "/v1/risk": {
      "post": { "summary": "Analyze verified portfolio risk", "operationId": "getQuanPortfolioRisk", "security": [{ "ApiKeyAuth": [] }, { "BearerAuth": [] }], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$ref": "#/components/schemas/DecisionIntelligenceRequest" } } } }, "responses": { "200": { "description": "VaR, CVaR, drawdown, volatility, beta, concentration, and audit metadata" } } }
    },
    "/v1/valuation": {
      "post": { "summary": "Run deterministic DCF, WACC, or Monte Carlo valuation", "operationId": "runQuanValuation", "security": [{ "ApiKeyAuth": [] }, { "BearerAuth": [] }], "requestBody": { "required": true, "content": { "application/json": { "schema": { "type": "object", "required": ["tool", "inputs"], "properties": { "tool": { "type": "string", "enum": ["dcf", "wacc", "monte_carlo"] }, "inputs": { "type": "object", "additionalProperties": true } } } } } }, "responses": { "200": { "description": "Deterministic output or explicit unavailableInputs" } } }
    },
    "/v1/backtest": {
      "post": { "summary": "Run the research-labeled verified strategy comparison", "operationId": "runQuanBacktest", "security": [{ "ApiKeyAuth": [] }, { "BearerAuth": [] }], "responses": { "200": { "description": "Actual metrics for 60/40, generic four-regime, Quan seven-regime, and SPY" } } }
    },
    "/v1/signal": {
      "post": { "summary": "Get the provenance-aware composite signal for a security", "operationId": "getQuanSignal", "security": [{ "ApiKeyAuth": [] }, { "BearerAuth": [] }], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$ref": "#/components/schemas/DecisionIntelligenceRequest" } } } }, "responses": { "200": { "description": "Composite score, signal contributions, coverage, evidence, and audit metadata" } } }
    },
    "/v1/audit": {
      "post": { "summary": "Retrieve an owner-scoped immutable decision audit", "operationId": "getQuanDecisionAudit", "security": [{ "ApiKeyAuth": [] }, { "BearerAuth": [] }], "requestBody": { "required": true, "content": { "application/json": { "schema": { "type": "object", "required": ["decisionId"], "properties": { "decisionId": { "type": "string", "pattern": "^qdi_" } } } } } }, "responses": { "200": { "description": "Decision audit owned by the authenticated developer or Enterprise organization" }, "404": { "description": "Audit not found for this owner" } } }
    },
    "/v1/documents": {
      "post": {
        "summary": "Create a private PDF upload",
        "operationId": "createQuanDocument",
        "security": [
          {
            "ApiKeyAuth": [

            ]
          },
          {
            "BearerAuth": [

            ]
          }
        ],
        "parameters": [
          {
            "$ref": "#/components/parameters/EnterpriseUserId"
          },
          {
            "$ref": "#/components/parameters/IdempotencyKey"
          }
        ],
        "requestBody": {
          "required": true,
          "content": {
            "application/json": {
              "schema": {
                "$ref": "#/components/schemas/DocumentCreateRequest"
              }
            }
          }
        },
        "responses": {
          "201": {
            "description": "Private resumable upload created",
            "content": {
              "application/json": {
                "schema": {
                  "$ref": "#/components/schemas/DocumentUpload"
                }
              }
            }
          }
        }
      }
    },
    "/v1/documents/{documentId}/complete": {
      "post": {
        "summary": "Finalize an uploaded PDF and queue validation/OCR",
        "operationId": "completeQuanDocument",
        "security": [
          {
            "ApiKeyAuth": [

            ]
          },
          {
            "BearerAuth": [

            ]
          }
        ],
        "parameters": [
          {
            "$ref": "#/components/parameters/DocumentId"
          },
          {
            "$ref": "#/components/parameters/EnterpriseUserId"
          }
        ],
        "responses": {
          "202": {
            "description": "Validation queued",
            "content": {
              "application/json": {
                "schema": {
                  "$ref": "#/components/schemas/DocumentStatus"
                }
              }
            }
          }
        }
      }
    },
    "/v1/documents/{documentId}": {
      "get": {
        "summary": "Get PDF validation and extraction status",
        "operationId": "getQuanDocument",
        "security": [
          {
            "ApiKeyAuth": [

            ]
          },
          {
            "BearerAuth": [

            ]
          }
        ],
        "parameters": [
          {
            "$ref": "#/components/parameters/DocumentId"
          },
          {
            "$ref": "#/components/parameters/EnterpriseUserId"
          }
        ],
        "responses": {
          "200": {
            "description": "Current document status",
            "content": {
              "application/json": {
                "schema": {
                  "$ref": "#/components/schemas/DocumentStatus"
                }
              }
            }
          }
        }
      },
      "delete": {
        "summary": "Delete a PDF and its extracted content",
        "operationId": "deleteQuanDocument",
        "security": [
          {
            "ApiKeyAuth": [

            ]
          },
          {
            "BearerAuth": [

            ]
          }
        ],
        "parameters": [
          {
            "$ref": "#/components/parameters/DocumentId"
          },
          {
            "$ref": "#/components/parameters/EnterpriseUserId"
          }
        ],
        "responses": {
          "200": {
            "description": "Document deleted"
          }
        }
      }
    },
    "/v1/document-jobs/{jobId}": {
      "get": {
        "summary": "Get an asynchronous PDF generation job",
        "operationId": "getQuanDocumentJob",
        "security": [
          {
            "ApiKeyAuth": [

            ]
          },
          {
            "BearerAuth": [

            ]
          }
        ],
        "parameters": [
          {
            "$ref": "#/components/parameters/JobId"
          },
          {
            "$ref": "#/components/parameters/EnterpriseUserId"
          }
        ],
        "responses": {
          "200": {
            "description": "Current job status and artifact when ready",
            "content": {
              "application/json": {
                "schema": {
                  "$ref": "#/components/schemas/DocumentJob"
                }
              }
            }
          }
        }
      },
      "delete": {
        "summary": "Cancel a queued or running PDF job",
        "operationId": "cancelQuanDocumentJob",
        "security": [
          {
            "ApiKeyAuth": [

            ]
          },
          {
            "BearerAuth": [

            ]
          }
        ],
        "parameters": [
          {
            "$ref": "#/components/parameters/JobId"
          },
          {
            "$ref": "#/components/parameters/EnterpriseUserId"
          }
        ],
        "responses": {
          "200": {
            "description": "Job canceled"
          }
        }
      }
    }
  },
  "components": {
    "parameters": {
      "DocumentId": {
        "name": "documentId",
        "in": "path",
        "required": true,
        "schema": {
          "type": "string"
        }
      },
      "JobId": {
        "name": "jobId",
        "in": "path",
        "required": true,
        "schema": {
          "type": "string"
        }
      },
      "EnterpriseUserId": {
        "name": "X-Enterprise-User-Id",
        "in": "header",
        "required": false,
        "schema": {
          "type": "string"
        },
        "description": "Required for Enterprise API keys."
      },
      "IdempotencyKey": {
        "name": "Idempotency-Key",
        "in": "header",
        "required": false,
        "schema": {
          "type": "string",
          "maxLength": 200
        }
      }
    },
    "securitySchemes": {
      "ApiKeyAuth": {
        "type": "apiKey",
        "in": "header",
        "name": "x-api-key",
        "description": "Custom API key authentication (e.g. sk_quan_...)"
      },
      "BearerAuth": {
        "type": "http",
        "scheme": "bearer",
        "description": "Standard Bearer Authorization token"
      }
    },
    "schemas": {
      "QueryRequest": {
        "type": "object",
        "required": [
          "messages"
        ],
        "properties": {
          "model": {
            "type": "string",
            "enum": [
              "quan-3.0",
              "quan-3.3",
              "quan-3.4-l",
              "quan-3.4",
              "quan-3.4-deep-research",
              "quan-3-0-enterprise",
              "quan-3-4-enterprise",
              "quan-3-4-deep-research-enterprise"
            ],
            "default": "quan-3.0",
            "description": "Variation of the model to use. quan-3.4-l includes 100,000 account-level tokens for verified developers, then costs $0.75/M input and $4.50/M output tokens. Public aliases support developer API workflows. Enterprise aliases require Enterprise credentials plus X-Enterprise-User-Id."
          },
          "messages": {
            "type": "array",
            "description": "Conversational history messages array in OpenAI-compatible chat format.",
            "items": {
              "$ref": "#/components/schemas/Message"
            }
          },
          "stream": {
            "type": "boolean",
            "default": true,
            "description": "Whether to stream chunk responses back using Server-Sent Events."
          },
          "googleSearch": {
            "type": "boolean",
            "default": false,
            "description": "Deprecated compatibility alias for webSearch. Free Quan 3.4 L usage includes up to two searches per grounded request. Additional executed searches use prepaid balance at $0.015 per search. Quan 3.0 free usage remains ungrounded."
          },
          "webSearch": {
            "type": "boolean",
            "default": false,
            "description": "Enable Tavily-powered live web grounding. Free Quan 3.4 L usage includes up to two searches per grounded request. Additional executed searches use prepaid balance at $0.015 per search. Quan 3.0 free usage remains ungrounded."
          },
          "includeInsightMetadata": {
            "type": "boolean",
            "default": false,
            "description": "Opt into compact Light Market Insight metadata for easy ticker questions. Text remains the default response; when available, stream:false responses include quanLightMarketInsight and stream:true emits a quan_light_market_insight SSE event."
          },
          "researchFallback": {
            "type": "string",
            "enum": ["auto", "off"],
            "default": "auto",
            "description": "Bounded fetched-source fallback for authenticated standard Quan/API requests; Lite ignores or caps it."
          },
          "maxOutputTokens": {
            "type": "integer",
            "minimum": 1,
            "maximum": 65536,
            "default": 65536,
            "description": "Maximum requested output. If omitted, the API key defaultMaxOutputTokens is used. Requests may not exceed the key maxOutputTokensCap or Gemini's 65,536-token provider limit. Requests that cannot fund the requested budget are rejected before generation; output is never silently clamped. Thinking tokens are included in provider usage."
          },
          "temperature": {
            "type": "number",
            "minimum": 0,
            "maximum": 2,
            "default": 0.2,
            "description": "Sampling temperature. Lower values are more deterministic."
          },
          "portfolio": {
            "type": "object",
            "nullable": true,
            "description": "Optional structured portfolio context for Quan 3.4 decision and risk intents. Unknown cash should be null, not zero.",
            "properties": {
              "cash": { "type": "number", "nullable": true, "minimum": 0 },
              "totalValue": { "type": "number", "nullable": true, "minimum": 0, "description": "Declared total portfolio value; does not imply the residual balance is cash." },
              "totalValue": { "type": "number", "nullable": true, "minimum": 0, "description": "Declared total portfolio value; does not imply the residual balance is cash." },
              "holdings": { "type": "array", "maxItems": 100, "items": { "type": "object", "required": ["ticker"], "properties": { "ticker": { "type": "string" }, "shares": { "type": "number", "nullable": true }, "marketValue": { "type": "number", "nullable": true }, "averageCost": { "type": "number", "nullable": true }, "sector": { "type": "string" } } } }
            }
          },
          "horizon": { "type": "string", "enum": ["days", "weeks", "months", "years"] },
          "objective": { "type": "string", "enum": ["capital_preservation", "balanced", "growth"] },
          "constraints": { "type": "object", "additionalProperties": true },
          "calculationInputs": { "type": "object", "additionalProperties": true, "description": "User-supplied or separately verified inputs for deterministic valuation tools." },
          "document_ids": {
            "type": "array",
            "maxItems": 5,
            "items": {
              "type": "string"
            },
            "description": "READY or READY_WITH_WARNINGS private PDF document IDs, limited to 500 pages combined."
          },
          "response_format": {
            "$ref": "#/components/schemas/DocumentResponseFormat"
          }
        }
      },
      "DocumentResponseFormat": {
        "type": "object",
        "properties": {
          "type": {
            "type": "string",
            "enum": [
              "text",
              "pdf"
            ],
            "default": "text"
          },
          "template": {
            "type": "string",
            "enum": [
              "document_summary",
              "research_report",
              "investment_plan"
            ],
            "default": "research_report"
          },
          "title": {
            "type": "string",
            "maxLength": 180
          }
        }
      },
      "DocumentCreateRequest": {
        "type": "object",
        "required": [
          "filename",
          "size"
        ],
        "properties": {
          "filename": {
            "type": "string",
            "example": "apple-10-k.pdf"
          },
          "size": {
            "type": "integer",
            "minimum": 1,
            "maximum": 52428800
          },
          "content_type": {
            "type": "string",
            "enum": [
              "application/pdf"
            ],
            "default": "application/pdf"
          }
        }
      },
      "DocumentUpload": {
        "type": "object",
        "properties": {
          "document_id": {
            "type": "string"
          },
          "upload_url": {
            "type": "string",
            "format": "uri"
          },
          "upload_method": {
            "type": "string",
            "enum": [
              "PUT"
            ]
          },
          "upload_headers": {
            "type": "object",
            "additionalProperties": {
              "type": "string"
            }
          },
          "resumable": {
            "type": "boolean",
            "enum": [
              true
            ]
          },
          "expires_at": {
            "type": "string",
            "format": "date-time"
          }
        }
      },
      "DocumentStatus": {
        "type": "object",
        "properties": {
          "document_id": {
            "type": "string"
          },
          "filename": {
            "type": "string"
          },
          "status": {
            "type": "string",
            "enum": [
              "UPLOADING",
              "VALIDATING",
              "PROCESSING",
              "READY",
              "READY_WITH_WARNINGS",
              "REJECTED",
              "EXPIRED",
              "DELETED"
            ]
          },
          "progress": {
            "type": "integer",
            "minimum": 0,
            "maximum": 100
          },
          "page_count": {
            "type": "integer",
            "nullable": true
          },
          "unreadable_pages": {
            "type": "array",
            "items": {
              "type": "integer"
            }
          },
          "warnings": {
            "type": "array",
            "items": {
              "type": "string"
            }
          },
          "error": {
            "type": "object",
            "nullable": true
          },
          "expires_at": {
            "type": "string",
            "format": "date-time"
          }
        }
      },
      "DocumentJobAccepted": {
        "type": "object",
        "properties": {
          "job_id": {
            "type": "string"
          },
          "status": {
            "type": "string",
            "enum": [
              "QUEUED"
            ]
          },
          "status_url": {
            "type": "string"
          },
          "expires_at": {
            "type": "string",
            "format": "date-time"
          }
        }
      },
      "DocumentJob": {
        "type": "object",
        "properties": {
          "job_id": {
            "type": "string"
          },
          "status": {
            "type": "string",
            "enum": [
              "QUEUED",
              "RUNNING",
              "SUCCEEDED",
              "FAILED",
              "CANCELED",
              "EXPIRED"
            ]
          },
          "progress": {
            "type": "integer",
            "minimum": 0,
            "maximum": 100
          },
          "error": {
            "type": "object",
            "nullable": true
          },
          "artifact": {
            "type": "object",
            "nullable": true,
            "properties": {
              "filename": {
                "type": "string"
              },
              "content_type": {
                "type": "string",
                "enum": [
                  "application/pdf"
                ]
              },
              "page_count": {
                "type": "integer"
              },
              "download_url": {
                "type": "string",
                "format": "uri"
              },
              "expires_at": {
                "type": "string",
                "format": "date-time"
              }
            }
          }
        }
      },
      "DecisionIntelligenceRequest": {
        "type": "object",
        "properties": {
          "question": { "type": "string", "maxLength": 4000 },
          "ticker": { "type": "string", "maxLength": 12 },
          "horizon": { "type": "string", "enum": ["days", "weeks", "months", "years"] },
          "objective": { "type": "string", "enum": ["capital_preservation", "balanced", "growth"] },
          "portfolio": {
            "type": "object",
            "properties": {
              "cash": { "type": "number", "nullable": true, "minimum": 0 },
              "holdings": { "type": "array", "maxItems": 100, "items": { "type": "object", "required": ["ticker"], "properties": { "ticker": { "type": "string" }, "shares": { "type": "number" }, "marketValue": { "type": "number" }, "averageCost": { "type": "number" } } } }
            }
          },
          "constraints": { "type": "object", "properties": { "maxPositionPct": { "type": "number" }, "maxSectorPct": { "type": "number" }, "cashFloorPct": { "type": "number" }, "maxTurnoverPct": { "type": "number" }, "maxVaRPct": { "type": "number" } } },
          "researchFallback": { "type": "string", "enum": ["auto", "off"], "default": "auto", "description": "Enable bounded fetched-source research when deterministic evidence is incomplete." }
        }
      },
      "DecisionIntelligenceResult": {
        "type": "object",
        "required": ["version", "decisionId", "asOf", "status", "decision", "regime", "evidence", "audit"],
        "properties": {
          "version": { "type": "string", "example": "1.0" },
          "decisionId": { "type": "string" },
          "asOf": { "type": "string", "format": "date-time" },
          "status": { "type": "string", "enum": ["complete", "degraded", "insufficient_data"] },
          "decision": { "type": "object", "additionalProperties": true },
          "regime": { "type": "object", "additionalProperties": true },
          "securitySignals": { "type": "array", "items": { "type": "object", "additionalProperties": true } },
          "portfolioRisk": { "type": "object", "additionalProperties": true },
          "portfolioActions": { "type": "array", "items": { "type": "object", "additionalProperties": true } },
          "unchangedPositions": { "type": "array", "items": { "type": "string" } },
          "scenarios": { "type": "array", "items": { "type": "object", "additionalProperties": true } },
          "expectedScenarioOutcome": { "type": "object", "nullable": true, "additionalProperties": true },
          "dominantDrivers": { "type": "array", "items": { "type": "object", "additionalProperties": true } },
          "reasoningInputs": { "type": "object", "additionalProperties": true },
          "counterThesisInputs": { "type": "array", "items": { "type": "object", "additionalProperties": true } },
          "coverageBreakdown": { "type": "object", "properties": { "macro": { "type": "number", "nullable": true }, "signal": { "type": "number", "nullable": true }, "portfolioRisk": { "type": "number", "nullable": true }, "primarySources": { "type": "number", "nullable": true }, "overall": { "type": "number" } } },
          "primarySourceCoverage": { "type": "number" },
          "primarySourceCoverageDetail": { "type": "object", "properties": { "macro": { "type": "number", "nullable": true }, "companyFinancials": { "type": "number", "nullable": true }, "filings": { "type": "number", "nullable": true }, "marketData": { "type": "number", "nullable": true }, "news": { "type": "number", "nullable": true }, "overall": { "type": "number" } } },
          "claimLedger": { "type": "object", "required": ["version", "decisionId", "intent", "claims", "claimHash"], "properties": { "version": { "type": "string" }, "decisionId": { "type": "string" }, "intent": { "type": "string" }, "claimHash": { "type": "string" }, "claims": { "type": "array", "items": { "type": "object", "required": ["id", "decisionId", "category", "statement", "status"], "additionalProperties": true } } } },
          "calculations": { "type": "array", "items": { "type": "object", "additionalProperties": true } },
          "evidence": { "type": "array", "items": { "type": "object", "additionalProperties": true } },
          "audit": { "type": "object", "additionalProperties": true },
          "releaseFingerprint": { "type": "object", "additionalProperties": true },
          "research": { "type": "object", "properties": { "mode": { "type": "string", "enum": ["none", "cached", "live", "degraded"] }, "queryCount": { "type": "integer", "minimum": 0 }, "verifiedSourceCount": { "type": "integer", "minimum": 0 }, "primarySourceCoverage": { "type": "number", "minimum": 0, "maximum": 1 }, "secondarySourceCoverage": { "type": "number", "minimum": 0, "maximum": 1 }, "fetchedUrls": { "type": "array", "items": { "type": "string", "format": "uri" } }, "missingEvidence": { "type": "array", "items": { "type": "string" } }, "conflicts": { "type": "array", "items": { "type": "string" } } } }
        }
      },
      "Message": {
        "type": "object",
        "required": [
          "role",
          "content"
        ],
        "properties": {
          "role": {
            "type": "string",
            "enum": [
              "user",
              "assistant"
            ],
            "description": "The speaker role."
          },
          "content": {
            "type": "string",
            "description": "The textual body content of the message."
          }
        }
      },
      "QueryResponse": {
        "type": "object",
        "properties": {
          "candidates": {
            "type": "array",
            "items": {
              "type": "object",
              "properties": {
                "content": {
                  "type": "object",
                  "properties": {
                    "parts": {
                      "type": "array",
                      "items": {
                        "type": "object",
                        "properties": {
                          "text": {
                            "type": "string",
                            "description": "The generated markdown text response."
                          }
                        }
                      }
                    },
                    "role": {
                      "type": "string",
                      "example": "model"
                    }
                  }
                }
              }
            }
          },
          "quanLightMarketInsight": {
            "$ref": "#/components/schemas/LightMarketInsight"
          }
        }
      },
      "LightMarketInsight": {
        "type": "object",
        "description": "Optional grounded metadata for simple market questions when includeInsightMetadata is true.",
        "properties": {
          "intent": {
            "type": "string",
            "enum": [
              "performance_snapshot",
              "why_moving",
              "market_vibe",
              "risk_reassurance",
              "simple_buy_sell_read",
              "compare_quick"
            ]
          },
          "ticker": {
            "type": "string",
            "example": "AAPL"
          },
          "asOf": {
            "type": "string",
            "format": "date-time"
          },
          "summary": {
            "type": "string"
          },
          "signals": {
            "type": "array",
            "items": {
              "type": "object",
              "properties": {
                "type": { "type": "string", "example": "session_move" },
                "label": { "type": "string", "example": "Today's move" },
                "value": { "type": "string", "example": "+1.20%" },
                "note": { "type": "string" },
                "sourceName": { "type": "string", "example": "Yahoo Finance quote" },
                "sourceUrl": { "type": "string", "format": "uri" }
              }
            }
          },
          "suggestedFollowups": {
            "type": "array",
            "items": { "type": "string" }
          }
        }
      }
    }
  }
}
