{
  "openapi": "3.1.0",
  "info": {
    "title": "everos",
    "description": "md-first memory extraction framework",
    "version": "0.1.0"
  },
  "paths": {
    "/health": {
      "get": {
        "tags": [
          "health"
        ],
        "summary": "Health",
        "description": "Liveness probe — returns ``{\"status\": \"ok\"}`` with HTTP 200.",
        "operationId": "health_health_get",
        "responses": {
          "200": {
            "description": "Successful Response",
            "content": {
              "application/json": {
                "schema": {
                  "additionalProperties": {
                    "type": "string"
                  },
                  "type": "object",
                  "title": "Response Health Health Get"
                }
              }
            }
          }
        }
      }
    },
    "/metrics": {
      "get": {
        "tags": [
          "metrics"
        ],
        "summary": "Metrics",
        "description": "Render the current Prometheus registry in exposition format.",
        "operationId": "metrics_metrics_get",
        "responses": {
          "200": {
            "description": "Successful Response",
            "content": {
              "application/json": {
                "schema": {}
              }
            }
          }
        }
      }
    },
    "/api/v1/memory/add": {
      "post": {
        "tags": [
          "memory"
        ],
        "summary": "Add Memory",
        "description": "Add messages into the user-memory + agent-memory pipelines.",
        "operationId": "add_memory_api_v1_memory_add_post",
        "requestBody": {
          "content": {
            "application/json": {
              "schema": {
                "$ref": "#/components/schemas/MemorizeAddRequest"
              }
            }
          },
          "required": true
        },
        "responses": {
          "200": {
            "description": "Successful Response",
            "content": {
              "application/json": {
                "schema": {
                  "$ref": "#/components/schemas/SuccessEnvelope_AddResponseData_"
                }
              }
            }
          },
          "422": {
            "description": "Validation Error",
            "content": {
              "application/json": {
                "schema": {
                  "$ref": "#/components/schemas/HTTPValidationError"
                }
              }
            }
          }
        }
      }
    },
    "/api/v1/memory/flush": {
      "post": {
        "tags": [
          "memory"
        ],
        "summary": "Flush Memory",
        "description": "Force boundary detection over the current ``session_id`` buffer.\n\n[OSS-only] — cloud edition decides boundary timing server-side and\ndoes not expose this endpoint.",
        "operationId": "flush_memory_api_v1_memory_flush_post",
        "requestBody": {
          "content": {
            "application/json": {
              "schema": {
                "$ref": "#/components/schemas/MemorizeFlushRequest"
              }
            }
          },
          "required": true
        },
        "responses": {
          "200": {
            "description": "Successful Response",
            "content": {
              "application/json": {
                "schema": {
                  "$ref": "#/components/schemas/SuccessEnvelope_FlushResponseData_"
                }
              }
            }
          },
          "422": {
            "description": "Validation Error",
            "content": {
              "application/json": {
                "schema": {
                  "$ref": "#/components/schemas/HTTPValidationError"
                }
              }
            }
          }
        }
      }
    },
    "/api/v1/memory/search": {
      "post": {
        "tags": [
          "memory"
        ],
        "summary": "Post Search",
        "description": "Hybrid retrieval across the configured memory backends.",
        "operationId": "post_search_api_v1_memory_search_post",
        "requestBody": {
          "content": {
            "application/json": {
              "schema": {
                "$ref": "#/components/schemas/SearchRequest"
              }
            }
          },
          "required": true
        },
        "responses": {
          "200": {
            "description": "Successful Response",
            "content": {
              "application/json": {
                "schema": {
                  "$ref": "#/components/schemas/SearchResponse"
                }
              }
            }
          },
          "422": {
            "description": "Validation Error",
            "content": {
              "application/json": {
                "schema": {
                  "$ref": "#/components/schemas/HTTPValidationError"
                }
              }
            }
          }
        }
      }
    },
    "/api/v1/memory/get": {
      "post": {
        "tags": [
          "memory"
        ],
        "summary": "Post Get",
        "description": "Paginated listing over the requested ``memory_type``.",
        "operationId": "post_get_api_v1_memory_get_post",
        "requestBody": {
          "content": {
            "application/json": {
              "schema": {
                "$ref": "#/components/schemas/GetRequest"
              }
            }
          },
          "required": true
        },
        "responses": {
          "200": {
            "description": "Successful Response",
            "content": {
              "application/json": {
                "schema": {
                  "$ref": "#/components/schemas/GetResponse"
                }
              }
            }
          },
          "422": {
            "description": "Validation Error",
            "content": {
              "application/json": {
                "schema": {
                  "$ref": "#/components/schemas/HTTPValidationError"
                }
              }
            }
          }
        }
      }
    }
  },
  "components": {
    "schemas": {
      "AddResponseData": {
        "properties": {
          "message_count": {
            "type": "integer",
            "title": "Message Count"
          },
          "status": {
            "type": "string",
            "enum": [
              "accumulated",
              "extracted"
            ],
            "title": "Status"
          }
        },
        "type": "object",
        "required": [
          "message_count",
          "status"
        ],
        "title": "AddResponseData"
      },
      "ContentItemDTO": {
        "properties": {
          "type": {
            "type": "string",
            "enum": [
              "text",
              "image",
              "audio",
              "doc",
              "pdf",
              "html",
              "email"
            ],
            "title": "Type"
          },
          "text": {
            "anyOf": [
              {
                "type": "string"
              },
              {
                "type": "null"
              }
            ],
            "title": "Text"
          },
          "uri": {
            "anyOf": [
              {
                "type": "string"
              },
              {
                "type": "null"
              }
            ],
            "title": "Uri"
          },
          "base64": {
            "anyOf": [
              {
                "type": "string"
              },
              {
                "type": "null"
              }
            ],
            "title": "Base64"
          },
          "ext": {
            "anyOf": [
              {
                "type": "string"
              },
              {
                "type": "null"
              }
            ],
            "title": "Ext"
          },
          "name": {
            "anyOf": [
              {
                "type": "string"
              },
              {
                "type": "null"
              }
            ],
            "title": "Name"
          },
          "extras": {
            "anyOf": [
              {
                "additionalProperties": true,
                "type": "object"
              },
              {
                "type": "null"
              }
            ],
            "title": "Extras"
          }
        },
        "additionalProperties": false,
        "type": "object",
        "required": [
          "type"
        ],
        "title": "ContentItemDTO",
        "description": "Content piece (v1 API brief appendix A)."
      },
      "FilterNode": {
        "properties": {
          "AND": {
            "anyOf": [
              {
                "items": {
                  "$ref": "#/components/schemas/FilterNode"
                },
                "type": "array"
              },
              {
                "type": "null"
              }
            ],
            "title": "And"
          },
          "OR": {
            "anyOf": [
              {
                "items": {
                  "$ref": "#/components/schemas/FilterNode"
                },
                "type": "array"
              },
              {
                "type": "null"
              }
            ],
            "title": "Or"
          }
        },
        "additionalProperties": true,
        "type": "object",
        "title": "FilterNode",
        "description": "One Filters DSL node.\n\nRecursive ``AND`` / ``OR`` arrays mix with arbitrary scalar fields at\nthe same level. Pydantic only checks the combinators; field-level\nsafety is enforced when compiling the node to a LanceDB ``where``\nstring in :mod:`everos.memory.search.filters`."
      },
      "FlushResponseData": {
        "properties": {
          "status": {
            "type": "string",
            "enum": [
              "extracted",
              "no_extraction"
            ],
            "title": "Status"
          }
        },
        "type": "object",
        "required": [
          "status"
        ],
        "title": "FlushResponseData"
      },
      "GetAgentCaseItem": {
        "properties": {
          "id": {
            "type": "string",
            "title": "Id"
          },
          "agent_id": {
            "type": "string",
            "title": "Agent Id"
          },
          "app_id": {
            "type": "string",
            "title": "App Id",
            "default": "default"
          },
          "project_id": {
            "type": "string",
            "title": "Project Id",
            "default": "default"
          },
          "session_id": {
            "type": "string",
            "title": "Session Id"
          },
          "task_intent": {
            "type": "string",
            "title": "Task Intent"
          },
          "approach": {
            "type": "string",
            "title": "Approach"
          },
          "quality_score": {
            "type": "number",
            "title": "Quality Score"
          },
          "key_insight": {
            "anyOf": [
              {
                "type": "string"
              },
              {
                "type": "null"
              }
            ],
            "title": "Key Insight"
          },
          "timestamp": {
            "type": "string",
            "format": "date-time",
            "title": "Timestamp"
          }
        },
        "additionalProperties": false,
        "type": "object",
        "required": [
          "id",
          "agent_id",
          "session_id",
          "task_intent",
          "approach",
          "quality_score",
          "timestamp"
        ],
        "title": "GetAgentCaseItem",
        "description": "Agent case listing item — always agent-scoped."
      },
      "GetAgentSkillItem": {
        "properties": {
          "id": {
            "type": "string",
            "title": "Id"
          },
          "agent_id": {
            "type": "string",
            "title": "Agent Id"
          },
          "app_id": {
            "type": "string",
            "title": "App Id",
            "default": "default"
          },
          "project_id": {
            "type": "string",
            "title": "Project Id",
            "default": "default"
          },
          "name": {
            "type": "string",
            "title": "Name"
          },
          "description": {
            "type": "string",
            "title": "Description"
          },
          "content": {
            "type": "string",
            "title": "Content"
          },
          "confidence": {
            "type": "number",
            "title": "Confidence"
          },
          "maturity_score": {
            "type": "number",
            "title": "Maturity Score"
          },
          "source_case_ids": {
            "items": {
              "type": "string"
            },
            "type": "array",
            "title": "Source Case Ids"
          }
        },
        "additionalProperties": false,
        "type": "object",
        "required": [
          "id",
          "agent_id",
          "name",
          "description",
          "content",
          "confidence",
          "maturity_score"
        ],
        "title": "GetAgentSkillItem",
        "description": "Agent skill listing item — always agent-scoped."
      },
      "GetData": {
        "properties": {
          "episodes": {
            "items": {
              "$ref": "#/components/schemas/GetEpisodeItem"
            },
            "type": "array",
            "title": "Episodes"
          },
          "profiles": {
            "items": {
              "$ref": "#/components/schemas/GetProfileItem"
            },
            "type": "array",
            "title": "Profiles"
          },
          "agent_cases": {
            "items": {
              "$ref": "#/components/schemas/GetAgentCaseItem"
            },
            "type": "array",
            "title": "Agent Cases"
          },
          "agent_skills": {
            "items": {
              "$ref": "#/components/schemas/GetAgentSkillItem"
            },
            "type": "array",
            "title": "Agent Skills"
          },
          "total_count": {
            "type": "integer",
            "title": "Total Count",
            "default": 0
          },
          "count": {
            "type": "integer",
            "title": "Count",
            "default": 0
          }
        },
        "additionalProperties": false,
        "type": "object",
        "title": "GetData",
        "description": "Body of ``response.data``.\n\nAll four arrays are always present so client code can iterate\nwithout branching on ``memory_type``; the route populates exactly\none."
      },
      "GetEpisodeItem": {
        "properties": {
          "id": {
            "type": "string",
            "title": "Id"
          },
          "user_id": {
            "anyOf": [
              {
                "type": "string"
              },
              {
                "type": "null"
              }
            ],
            "title": "User Id"
          },
          "app_id": {
            "type": "string",
            "title": "App Id",
            "default": "default"
          },
          "project_id": {
            "type": "string",
            "title": "Project Id",
            "default": "default"
          },
          "session_id": {
            "type": "string",
            "title": "Session Id"
          },
          "timestamp": {
            "type": "string",
            "format": "date-time",
            "title": "Timestamp"
          },
          "sender_ids": {
            "items": {
              "type": "string"
            },
            "type": "array",
            "title": "Sender Ids"
          },
          "summary": {
            "type": "string",
            "title": "Summary"
          },
          "subject": {
            "type": "string",
            "title": "Subject"
          },
          "episode": {
            "type": "string",
            "title": "Episode"
          },
          "type": {
            "type": "string",
            "const": "Conversation",
            "title": "Type"
          }
        },
        "additionalProperties": false,
        "type": "object",
        "required": [
          "id",
          "user_id",
          "session_id",
          "timestamp",
          "summary",
          "subject",
          "episode",
          "type"
        ],
        "title": "GetEpisodeItem",
        "description": "Episode listing item — always user-scoped."
      },
      "GetMemoryType": {
        "type": "string",
        "enum": [
          "episode",
          "profile",
          "agent_case",
          "agent_skill"
        ],
        "title": "GetMemoryType",
        "description": "The four kinds enumerated by ``/get``.\n\n``episode`` and ``profile`` are user-owned; ``agent_case`` and\n``agent_skill`` are agent-owned. Cross-pairs are rejected by\n:meth:`GetRequest._validate_owner_memory_type_pair`.\n\nNaming note: all four values use the bare kind name (no\n``_memory`` suffix) and match the LanceDB table name + everalgo\ntype name for that kind."
      },
      "GetProfileItem": {
        "properties": {
          "id": {
            "type": "string",
            "title": "Id"
          },
          "user_id": {
            "anyOf": [
              {
                "type": "string"
              },
              {
                "type": "null"
              }
            ],
            "title": "User Id"
          },
          "app_id": {
            "type": "string",
            "title": "App Id",
            "default": "default"
          },
          "project_id": {
            "type": "string",
            "title": "Project Id",
            "default": "default"
          },
          "profile_data": {
            "additionalProperties": true,
            "type": "object",
            "title": "Profile Data"
          }
        },
        "additionalProperties": false,
        "type": "object",
        "required": [
          "id",
          "user_id",
          "profile_data"
        ],
        "title": "GetProfileItem",
        "description": "Owner profile — at most one per response, only for user owners."
      },
      "GetRequest": {
        "properties": {
          "user_id": {
            "anyOf": [
              {
                "type": "string",
                "minLength": 1
              },
              {
                "type": "null"
              }
            ],
            "title": "User Id"
          },
          "agent_id": {
            "anyOf": [
              {
                "type": "string",
                "minLength": 1
              },
              {
                "type": "null"
              }
            ],
            "title": "Agent Id"
          },
          "app_id": {
            "type": "string",
            "title": "App Id",
            "default": "default"
          },
          "project_id": {
            "type": "string",
            "title": "Project Id",
            "default": "default"
          },
          "memory_type": {
            "$ref": "#/components/schemas/GetMemoryType"
          },
          "page": {
            "type": "integer",
            "minimum": 1.0,
            "title": "Page",
            "default": 1
          },
          "page_size": {
            "type": "integer",
            "maximum": 100.0,
            "minimum": 1.0,
            "title": "Page Size",
            "default": 20
          },
          "sort_by": {
            "type": "string",
            "enum": [
              "timestamp",
              "updated_at"
            ],
            "title": "Sort By",
            "default": "timestamp"
          },
          "sort_order": {
            "type": "string",
            "enum": [
              "asc",
              "desc"
            ],
            "title": "Sort Order",
            "default": "desc"
          },
          "filters": {
            "anyOf": [
              {
                "$ref": "#/components/schemas/FilterNode"
              },
              {
                "type": "null"
              }
            ]
          }
        },
        "additionalProperties": false,
        "type": "object",
        "required": [
          "memory_type"
        ],
        "title": "GetRequest",
        "description": "Request body for ``POST /api/v1/memory/get``.\n\nCallers identify the memory owner via ``user_id`` XOR ``agent_id`` —\nexactly one must be set. Internally the manager keeps using\n``owner_id`` / ``owner_type`` (the storage tables' columns); those\nare exposed as derived properties so the rename only affects the\nwire contract."
      },
      "GetResponse": {
        "properties": {
          "request_id": {
            "type": "string",
            "title": "Request Id"
          },
          "data": {
            "$ref": "#/components/schemas/GetData"
          }
        },
        "additionalProperties": false,
        "type": "object",
        "required": [
          "request_id",
          "data"
        ],
        "title": "GetResponse",
        "description": "Top-level response envelope."
      },
      "HTTPValidationError": {
        "properties": {
          "detail": {
            "items": {
              "$ref": "#/components/schemas/ValidationError"
            },
            "type": "array",
            "title": "Detail"
          }
        },
        "type": "object",
        "title": "HTTPValidationError"
      },
      "MemorizeAddRequest": {
        "properties": {
          "session_id": {
            "type": "string",
            "maxLength": 128,
            "minLength": 1,
            "title": "Session Id"
          },
          "app_id": {
            "type": "string",
            "maxLength": 128,
            "minLength": 1,
            "pattern": "^[a-zA-Z0-9_.-]+$",
            "title": "App Id",
            "default": "default"
          },
          "project_id": {
            "type": "string",
            "maxLength": 128,
            "minLength": 1,
            "pattern": "^[a-zA-Z0-9_.-]+$",
            "title": "Project Id",
            "default": "default"
          },
          "messages": {
            "items": {
              "$ref": "#/components/schemas/MessageItemDTO"
            },
            "type": "array",
            "maxItems": 500,
            "minItems": 1,
            "title": "Messages"
          }
        },
        "type": "object",
        "required": [
          "session_id",
          "messages"
        ],
        "title": "MemorizeAddRequest"
      },
      "MemorizeFlushRequest": {
        "properties": {
          "session_id": {
            "type": "string",
            "maxLength": 128,
            "minLength": 1,
            "title": "Session Id"
          },
          "app_id": {
            "type": "string",
            "maxLength": 128,
            "minLength": 1,
            "pattern": "^[a-zA-Z0-9_.-]+$",
            "title": "App Id",
            "default": "default"
          },
          "project_id": {
            "type": "string",
            "maxLength": 128,
            "minLength": 1,
            "pattern": "^[a-zA-Z0-9_.-]+$",
            "title": "Project Id",
            "default": "default"
          }
        },
        "type": "object",
        "required": [
          "session_id"
        ],
        "title": "MemorizeFlushRequest"
      },
      "MessageItemDTO": {
        "properties": {
          "sender_id": {
            "type": "string",
            "minLength": 1,
            "title": "Sender Id"
          },
          "sender_name": {
            "anyOf": [
              {
                "type": "string"
              },
              {
                "type": "null"
              }
            ],
            "title": "Sender Name"
          },
          "role": {
            "type": "string",
            "enum": [
              "user",
              "assistant",
              "tool"
            ],
            "title": "Role"
          },
          "timestamp": {
            "type": "integer",
            "exclusiveMinimum": 0.0,
            "title": "Timestamp",
            "description": "Message event time as Unix epoch in **milliseconds** (v1 API contract; the algo layer auto-detects sec vs ms for backward compat but the contract is ms)."
          },
          "content": {
            "anyOf": [
              {
                "type": "string"
              },
              {
                "items": {
                  "$ref": "#/components/schemas/ContentItemDTO"
                },
                "type": "array"
              }
            ],
            "title": "Content"
          },
          "tool_calls": {
            "anyOf": [
              {
                "items": {
                  "$ref": "#/components/schemas/ToolCallDTO"
                },
                "type": "array"
              },
              {
                "type": "null"
              }
            ],
            "title": "Tool Calls"
          },
          "tool_call_id": {
            "anyOf": [
              {
                "type": "string"
              },
              {
                "type": "null"
              }
            ],
            "title": "Tool Call Id"
          }
        },
        "type": "object",
        "required": [
          "sender_id",
          "role",
          "timestamp",
          "content"
        ],
        "title": "MessageItemDTO"
      },
      "SearchAgentCaseItem": {
        "properties": {
          "id": {
            "type": "string",
            "title": "Id"
          },
          "agent_id": {
            "type": "string",
            "title": "Agent Id"
          },
          "app_id": {
            "type": "string",
            "title": "App Id",
            "default": "default"
          },
          "project_id": {
            "type": "string",
            "title": "Project Id",
            "default": "default"
          },
          "session_id": {
            "type": "string",
            "title": "Session Id"
          },
          "task_intent": {
            "type": "string",
            "title": "Task Intent"
          },
          "approach": {
            "type": "string",
            "title": "Approach"
          },
          "quality_score": {
            "type": "number",
            "title": "Quality Score"
          },
          "key_insight": {
            "anyOf": [
              {
                "type": "string"
              },
              {
                "type": "null"
              }
            ],
            "title": "Key Insight"
          },
          "timestamp": {
            "type": "string",
            "format": "date-time",
            "title": "Timestamp"
          },
          "score": {
            "type": "number",
            "title": "Score"
          }
        },
        "additionalProperties": false,
        "type": "object",
        "required": [
          "id",
          "agent_id",
          "session_id",
          "task_intent",
          "approach",
          "quality_score",
          "timestamp",
          "score"
        ],
        "title": "SearchAgentCaseItem",
        "description": "Agent case hit — always agent-scoped."
      },
      "SearchAgentSkillItem": {
        "properties": {
          "id": {
            "type": "string",
            "title": "Id"
          },
          "agent_id": {
            "type": "string",
            "title": "Agent Id"
          },
          "app_id": {
            "type": "string",
            "title": "App Id",
            "default": "default"
          },
          "project_id": {
            "type": "string",
            "title": "Project Id",
            "default": "default"
          },
          "name": {
            "type": "string",
            "title": "Name"
          },
          "description": {
            "type": "string",
            "title": "Description"
          },
          "content": {
            "type": "string",
            "title": "Content"
          },
          "confidence": {
            "type": "number",
            "title": "Confidence"
          },
          "maturity_score": {
            "type": "number",
            "title": "Maturity Score"
          },
          "source_case_ids": {
            "items": {
              "type": "string"
            },
            "type": "array",
            "title": "Source Case Ids"
          },
          "score": {
            "type": "number",
            "title": "Score"
          }
        },
        "additionalProperties": false,
        "type": "object",
        "required": [
          "id",
          "agent_id",
          "name",
          "description",
          "content",
          "confidence",
          "maturity_score",
          "score"
        ],
        "title": "SearchAgentSkillItem",
        "description": "Agent skill hit — always agent-scoped."
      },
      "SearchAtomicFactItem": {
        "properties": {
          "id": {
            "type": "string",
            "title": "Id"
          },
          "content": {
            "type": "string",
            "title": "Content"
          },
          "score": {
            "type": "number",
            "title": "Score"
          }
        },
        "additionalProperties": false,
        "type": "object",
        "required": [
          "id",
          "content",
          "score"
        ],
        "title": "SearchAtomicFactItem",
        "description": "A single atomic fact nested inside its parent episode."
      },
      "SearchData": {
        "properties": {
          "episodes": {
            "items": {
              "$ref": "#/components/schemas/SearchEpisodeItem"
            },
            "type": "array",
            "title": "Episodes"
          },
          "profiles": {
            "items": {
              "$ref": "#/components/schemas/SearchProfileItem"
            },
            "type": "array",
            "title": "Profiles"
          },
          "agent_cases": {
            "items": {
              "$ref": "#/components/schemas/SearchAgentCaseItem"
            },
            "type": "array",
            "title": "Agent Cases"
          },
          "agent_skills": {
            "items": {
              "$ref": "#/components/schemas/SearchAgentSkillItem"
            },
            "type": "array",
            "title": "Agent Skills"
          },
          "unprocessed_messages": {
            "items": {
              "$ref": "#/components/schemas/UnprocessedMessageDTO"
            },
            "type": "array",
            "title": "Unprocessed Messages"
          }
        },
        "additionalProperties": false,
        "type": "object",
        "title": "SearchData",
        "description": "Body of ``response.data``.\n\nAll five arrays are always present so client code can iterate without\nbranching on ``owner_type``. Routes not applicable to the request's\nowner type stay as ``[]``. ``unprocessed_messages`` is filled only\nwhen ``filters.session_id`` is present as a top-level eq scalar —\nin-flight buffer rows are scope-tagged but unattributed (no\n``user_id``), so session is the only meaningful query dimension."
      },
      "SearchEpisodeItem": {
        "properties": {
          "id": {
            "type": "string",
            "title": "Id"
          },
          "user_id": {
            "anyOf": [
              {
                "type": "string"
              },
              {
                "type": "null"
              }
            ],
            "title": "User Id"
          },
          "app_id": {
            "type": "string",
            "title": "App Id",
            "default": "default"
          },
          "project_id": {
            "type": "string",
            "title": "Project Id",
            "default": "default"
          },
          "session_id": {
            "type": "string",
            "title": "Session Id"
          },
          "timestamp": {
            "type": "string",
            "format": "date-time",
            "title": "Timestamp"
          },
          "sender_ids": {
            "items": {
              "type": "string"
            },
            "type": "array",
            "title": "Sender Ids"
          },
          "summary": {
            "type": "string",
            "title": "Summary"
          },
          "subject": {
            "type": "string",
            "title": "Subject"
          },
          "episode": {
            "type": "string",
            "title": "Episode"
          },
          "type": {
            "type": "string",
            "const": "Conversation",
            "title": "Type"
          },
          "score": {
            "type": "number",
            "title": "Score"
          },
          "atomic_facts": {
            "items": {
              "$ref": "#/components/schemas/SearchAtomicFactItem"
            },
            "type": "array",
            "title": "Atomic Facts"
          }
        },
        "additionalProperties": false,
        "type": "object",
        "required": [
          "id",
          "user_id",
          "session_id",
          "timestamp",
          "summary",
          "subject",
          "episode",
          "type",
          "score"
        ],
        "title": "SearchEpisodeItem",
        "description": "Episode hit — always user-scoped in the current emission contract.\n\n``type`` is narrowed to ``\"Conversation\"`` because the only emitted\nepisode shape today is conversation-derived; widen when other\nsources ship. Item kind is encoded by class name (no ``owner_type``\nfield on the wire), so episode results never carry ambiguity."
      },
      "SearchMethod": {
        "type": "string",
        "enum": [
          "keyword",
          "vector",
          "hybrid",
          "agentic"
        ],
        "title": "SearchMethod",
        "description": "Public method enum. RRF / LR / vector_anchored are hidden under HYBRID."
      },
      "SearchProfileItem": {
        "properties": {
          "id": {
            "type": "string",
            "title": "Id"
          },
          "user_id": {
            "anyOf": [
              {
                "type": "string"
              },
              {
                "type": "null"
              }
            ],
            "title": "User Id"
          },
          "app_id": {
            "type": "string",
            "title": "App Id",
            "default": "default"
          },
          "project_id": {
            "type": "string",
            "title": "Project Id",
            "default": "default"
          },
          "profile_data": {
            "additionalProperties": true,
            "type": "object",
            "title": "Profile Data"
          },
          "score": {
            "anyOf": [
              {
                "type": "number"
              },
              {
                "type": "null"
              }
            ],
            "title": "Score"
          }
        },
        "additionalProperties": false,
        "type": "object",
        "required": [
          "id",
          "user_id",
          "profile_data"
        ],
        "title": "SearchProfileItem",
        "description": "Owner profile — at most one per response, only for user owners.\n\n``score`` is ``None`` for direct fetches (``include_profile=true``\non its own does no ranking); a future query-aware lookup may fill\nit in."
      },
      "SearchRequest": {
        "properties": {
          "user_id": {
            "anyOf": [
              {
                "type": "string",
                "minLength": 1
              },
              {
                "type": "null"
              }
            ],
            "title": "User Id"
          },
          "agent_id": {
            "anyOf": [
              {
                "type": "string",
                "minLength": 1
              },
              {
                "type": "null"
              }
            ],
            "title": "Agent Id"
          },
          "app_id": {
            "type": "string",
            "title": "App Id",
            "default": "default"
          },
          "project_id": {
            "type": "string",
            "title": "Project Id",
            "default": "default"
          },
          "query": {
            "type": "string",
            "minLength": 1,
            "title": "Query"
          },
          "method": {
            "$ref": "#/components/schemas/SearchMethod",
            "default": "hybrid"
          },
          "top_k": {
            "type": "integer",
            "title": "Top K",
            "default": -1
          },
          "radius": {
            "anyOf": [
              {
                "type": "number",
                "maximum": 1.0,
                "minimum": 0.0
              },
              {
                "type": "null"
              }
            ],
            "title": "Radius"
          },
          "include_profile": {
            "type": "boolean",
            "title": "Include Profile",
            "default": false
          },
          "enable_llm_rerank": {
            "type": "boolean",
            "title": "Enable Llm Rerank",
            "description": "Opt-in LLM rerank pass for HYBRID. Applies to agent_case and agent_skill fusion only; the episode hierarchy path has built-in fact eviction and ignores this flag. Ignored by keyword / vector / agentic.",
            "default": false
          },
          "filters": {
            "anyOf": [
              {
                "$ref": "#/components/schemas/FilterNode"
              },
              {
                "type": "null"
              }
            ]
          }
        },
        "additionalProperties": false,
        "type": "object",
        "required": [
          "query"
        ],
        "title": "SearchRequest",
        "description": "Request body for ``POST /api/v1/memory/search``.\n\nCallers identify the memory owner via ``user_id`` XOR ``agent_id`` —\nexactly one must be set. Internally the manager + compile_filters keep\nusing ``owner_id`` / ``owner_type`` (the storage tables' columns);\nthose are exposed as derived properties so the rename only affects\nthe wire contract, not the internal recall plumbing."
      },
      "SearchResponse": {
        "properties": {
          "request_id": {
            "type": "string",
            "title": "Request Id"
          },
          "data": {
            "$ref": "#/components/schemas/SearchData"
          }
        },
        "additionalProperties": false,
        "type": "object",
        "required": [
          "request_id",
          "data"
        ],
        "title": "SearchResponse",
        "description": "Top-level response envelope."
      },
      "SuccessEnvelope_AddResponseData_": {
        "properties": {
          "request_id": {
            "type": "string",
            "title": "Request Id"
          },
          "data": {
            "$ref": "#/components/schemas/AddResponseData"
          }
        },
        "type": "object",
        "required": [
          "request_id",
          "data"
        ],
        "title": "SuccessEnvelope[AddResponseData]"
      },
      "SuccessEnvelope_FlushResponseData_": {
        "properties": {
          "request_id": {
            "type": "string",
            "title": "Request Id"
          },
          "data": {
            "$ref": "#/components/schemas/FlushResponseData"
          }
        },
        "type": "object",
        "required": [
          "request_id",
          "data"
        ],
        "title": "SuccessEnvelope[FlushResponseData]"
      },
      "ToolCallDTO": {
        "properties": {
          "id": {
            "type": "string",
            "title": "Id"
          },
          "type": {
            "type": "string",
            "title": "Type",
            "default": "function"
          },
          "function": {
            "$ref": "#/components/schemas/ToolFunctionDTO"
          }
        },
        "type": "object",
        "required": [
          "id",
          "function"
        ],
        "title": "ToolCallDTO"
      },
      "ToolFunctionDTO": {
        "properties": {
          "name": {
            "type": "string",
            "title": "Name"
          },
          "arguments": {
            "type": "string",
            "title": "Arguments"
          }
        },
        "type": "object",
        "required": [
          "name",
          "arguments"
        ],
        "title": "ToolFunctionDTO"
      },
      "UnprocessedMessageDTO": {
        "properties": {
          "id": {
            "type": "string",
            "title": "Id"
          },
          "app_id": {
            "type": "string",
            "title": "App Id",
            "default": "default"
          },
          "project_id": {
            "type": "string",
            "title": "Project Id",
            "default": "default"
          },
          "session_id": {
            "type": "string",
            "title": "Session Id"
          },
          "sender_id": {
            "type": "string",
            "title": "Sender Id"
          },
          "sender_name": {
            "anyOf": [
              {
                "type": "string"
              },
              {
                "type": "null"
              }
            ],
            "title": "Sender Name"
          },
          "role": {
            "type": "string",
            "enum": [
              "user",
              "assistant",
              "tool"
            ],
            "title": "Role"
          },
          "content": {
            "anyOf": [
              {
                "type": "string"
              },
              {
                "items": {
                  "additionalProperties": true,
                  "type": "object"
                },
                "type": "array"
              }
            ],
            "title": "Content"
          },
          "timestamp": {
            "type": "string",
            "format": "date-time",
            "title": "Timestamp"
          },
          "tool_calls": {
            "anyOf": [
              {
                "items": {
                  "additionalProperties": true,
                  "type": "object"
                },
                "type": "array"
              },
              {
                "type": "null"
              }
            ],
            "title": "Tool Calls"
          },
          "tool_call_id": {
            "anyOf": [
              {
                "type": "string"
              },
              {
                "type": "null"
              }
            ],
            "title": "Tool Call Id"
          }
        },
        "additionalProperties": false,
        "type": "object",
        "required": [
          "id",
          "session_id",
          "sender_id",
          "role",
          "content",
          "timestamp"
        ],
        "title": "UnprocessedMessageDTO",
        "description": "A raw message still in the boundary-detection buffer.\n\nNo extracted memcell yet, no owner inference yet (attribution\nhappens at boundary detection). Returned by ``/search`` **only when**\n``filters.session_id`` is present as a top-level eq predicate —\nunprocessed messages have no ``user_id`` / ``agent_id`` to filter\non, so session is the only meaningful query dimension."
      },
      "ValidationError": {
        "properties": {
          "loc": {
            "items": {
              "anyOf": [
                {
                  "type": "string"
                },
                {
                  "type": "integer"
                }
              ]
            },
            "type": "array",
            "title": "Location"
          },
          "msg": {
            "type": "string",
            "title": "Message"
          },
          "type": {
            "type": "string",
            "title": "Error Type"
          },
          "input": {
            "title": "Input"
          },
          "ctx": {
            "type": "object",
            "title": "Context"
          }
        },
        "type": "object",
        "required": [
          "loc",
          "msg",
          "type"
        ],
        "title": "ValidationError"
      }
    }
  }
}