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• Request
• Response

Load an ONNX model into de database.

post

/vecdb/models/

Load an ONNX model into de database.

Request

There are no request parameters for this operation.

Supported Media Types

• application/json

Request Body - application/json ()

Root Schema : schema

Type: object

Show Source

• debugFlags: object VectorDebugFlags
  Debug flags to be used to trace vector modules
• modelName(required): string
  The name of the model.
• modelParams: object modelParams
  Model specific parameters.
• url(required): string
  The PAR URL of the model.

{
    "type":"object",
    "required":[
        "modelName",
        "url"
    ],
    "properties":{
        "modelName":{
            "type":"string",
            "description":"The name of the model."
        },
        "url":{
            "type":"string",
            "description":"The PAR URL of the model."
        },
        "modelParams":{
            "type":"object",
            "description":"Model specific parameters.",
            "properties":{
                "provider":{
                    "type":"string",
                    "description":"The provider of the ONNX model."
                },
                "credential":{
                    "type":"string",
                    "description":"The credential to use to load the model"
                },
                "metadata":{
                    "type":"object",
                    "description":"Model specific metadata parameters"
                }
            }
        },
        "debugFlags":{
            "$ref":"#/components/schemas/VectorDebugFlags"
        }
    }
}

Nested Schema : VectorDebugFlags

Type: object

Debug flags to be used to trace vector modules

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• VEC_INDEX_CALIBRATION: string
  Allowed Values: [ "low", "medium", "high" ]
• VECIDX_TRANS: string
  Allowed Values: [ "low", "medium", "high" ]
• VECIDX_TRANS_COM: string
  Allowed Values: [ "low", "medium", "high" ]
• VECIDX_TRANS_PJ: string
  Allowed Values: [ "low", "medium", "high" ]
• VECIDX_TRANS_PJ_DWNGRD: string
  Allowed Values: [ "low", "medium", "high" ]
• VECIDX_TRANS_PJ_GROW: string
  Allowed Values: [ "low", "medium", "high" ]
• VECIDX_TRANS_SJ: string
  Allowed Values: [ "low", "medium", "high" ]
• VECIDX_TRANS_SJ_BG: string
  Allowed Values: [ "low", "medium", "high" ]
• VECTOR_INDEX: string
  Allowed Values: [ "low", "medium", "high" ]
• VECTOR_INDEX_FIXED_VIEW: string
  Allowed Values: [ "low", "medium", "high" ]
• VECTOR_INDEX_NEIGHBOR_GRAPH: string
  Allowed Values: [ "low", "medium", "high" ]
• VECTOR_INDEX_NEIGHBOR_GRAPH_APPCHNG: string
  Allowed Values: [ "low", "medium", "high" ]
• VECTOR_INDEX_NEIGHBOR_GRAPH_BUILD: string
  Allowed Values: [ "low", "medium", "high" ]
• VECTOR_INDEX_NEIGHBOR_GRAPH_MEM: string
  Allowed Values: [ "low", "medium", "high" ]
• VECTOR_INDEX_NEIGHBOR_GRAPH_SEARCH: string
  Allowed Values: [ "low", "medium", "high" ]
• VECTOR_INDEX_NEIGHBOR_GRAPH_STATS: string
  Allowed Values: [ "low", "medium", "high" ]
• VECTOR_INDEX_NEIGHBOR_PARTITIONS: string
  Allowed Values: [ "low", "medium", "high" ]
• VECTOR_TRACE: string
  Allowed Values: [ "low", "medium", "high" ]

{
    "type":"object",
    "description":"Debug flags to be used to trace vector modules",
    "properties":{
        "VECTOR_INDEX":{
            "type":"string",
            "enum":[
                "low",
                "medium",
                "high"
            ]
        },
        "VECTOR_INDEX_NEIGHBOR_GRAPH":{
            "type":"string",
            "enum":[
                "low",
                "medium",
                "high"
            ]
        },
        "VECTOR_INDEX_NEIGHBOR_GRAPH_BUILD":{
            "type":"string",
            "enum":[
                "low",
                "medium",
                "high"
            ]
        },
        "VECTOR_INDEX_NEIGHBOR_GRAPH_MEM":{
            "type":"string",
            "enum":[
                "low",
                "medium",
                "high"
            ]
        },
        "VECTOR_INDEX_NEIGHBOR_GRAPH_SEARCH":{
            "type":"string",
            "enum":[
                "low",
                "medium",
                "high"
            ]
        },
        "VECTOR_INDEX_NEIGHBOR_GRAPH_APPCHNG":{
            "type":"string",
            "enum":[
                "low",
                "medium",
                "high"
            ]
        },
        "VECTOR_INDEX_NEIGHBOR_GRAPH_STATS":{
            "type":"string",
            "enum":[
                "low",
                "medium",
                "high"
            ]
        },
        "VECTOR_INDEX_NEIGHBOR_PARTITIONS":{
            "type":"string",
            "enum":[
                "low",
                "medium",
                "high"
            ]
        },
        "VECTOR_INDEX_FIXED_VIEW":{
            "type":"string",
            "enum":[
                "low",
                "medium",
                "high"
            ]
        },
        "VECIDX_TRANS":{
            "type":"string",
            "enum":[
                "low",
                "medium",
                "high"
            ]
        },
        "VECIDX_TRANS_COM":{
            "type":"string",
            "enum":[
                "low",
                "medium",
                "high"
            ]
        },
        "VECIDX_TRANS_PJ":{
            "type":"string",
            "enum":[
                "low",
                "medium",
                "high"
            ]
        },
        "VECIDX_TRANS_PJ_DWNGRD":{
            "type":"string",
            "enum":[
                "low",
                "medium",
                "high"
            ]
        },
        "VECIDX_TRANS_PJ_GROW":{
            "type":"string",
            "enum":[
                "low",
                "medium",
                "high"
            ]
        },
        "VECIDX_TRANS_SJ":{
            "type":"string",
            "enum":[
                "low",
                "medium",
                "high"
            ]
        },
        "VECIDX_TRANS_SJ_BG":{
            "type":"string",
            "enum":[
                "low",
                "medium",
                "high"
            ]
        },
        "VEC_INDEX_CALIBRATION":{
            "type":"string",
            "enum":[
                "low",
                "medium",
                "high"
            ]
        },
        "VECTOR_TRACE":{
            "type":"string",
            "enum":[
                "low",
                "medium",
                "high"
            ]
        }
    }
}

Nested Schema : modelParams

Type: object

Model specific parameters.

Show Source

• credential: string
  The credential to use to load the model
• metadata: object metadata
  Model specific metadata parameters
• provider: string
  The provider of the ONNX model.

{
    "type":"object",
    "description":"Model specific parameters.",
    "properties":{
        "provider":{
            "type":"string",
            "description":"The provider of the ONNX model."
        },
        "credential":{
            "type":"string",
            "description":"The credential to use to load the model"
        },
        "metadata":{
            "type":"object",
            "description":"Model specific metadata parameters"
        }
    }
}

Nested Schema : metadata

Type: object

Model specific metadata parameters

Security

• BasicAuth: http
  Type: http
• BearerAuth: http
  Type: http
• OAuth2: oauth2
  Type: oauth2

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Response

Supported Media Types

• application/json
• application/problem+json

201 Response

The model details.

Body ()

Root Schema : ModelItem

Type: object

Show Source

• algorithm: string
• attributes: array attributes
• creation_date: string
• mining_function: string
• model_name: string

{
    "type":"object",
    "properties":{
        "model_name":{
            "type":"string"
        },
        "algorithm":{
            "type":"string"
        },
        "mining_function":{
            "type":"string"
        },
        "creation_date":{
            "type":"string"
        },
        "attributes":{
            "type":"array",
            "items":{
                "$ref":"#/components/schemas/ModelAttributeItem"
            }
        }
    }
}

Nested Schema : attributes

Type: array

Show Source

• Array of: object ModelAttributeItem

{
    "type":"array",
    "items":{
        "$ref":"#/components/schemas/ModelAttributeItem"
    }
}

Nested Schema : ModelAttributeItem

Type: object

Show Source

• data_length: number
• data_type: string
• name: string
• value: string
• vector_info: string

{
    "type":"object",
    "properties":{
        "name":{
            "type":"string"
        },
        "value":{
            "type":"string"
        },
        "data_type":{
            "type":"string"
        },
        "data_length":{
            "type":"number"
        },
        "vector_info":{
            "type":"string",
            "nullable":true
        }
    }
}

400 Response

The request body included invalid parameters.

Body ()

Root Schema : ORDSErrorResponse

Type: object

Show Source

• code(required): string
• diagnosticTrace: string
• instance(required): string
• message(required): string
• stackTrace: string
• type(required): string

{
    "type":"object",
    "required":[
        "code",
        "message",
        "type",
        "instance"
    ],
    "properties":{
        "code":{
            "type":"string"
        },
        "message":{
            "type":"string"
        },
        "type":{
            "type":"string"
        },
        "instance":{
            "type":"string"
        },
        "diagnosticTrace":{
            "type":"string"
        },
        "stackTrace":{
            "type":"string"
        }
    }
}

404 Response

Model not found.

Body ()

Root Schema : ORDSErrorResponse

Type: object

Show Source

• code(required): string
• diagnosticTrace: string
• instance(required): string
• message(required): string
• stackTrace: string
• type(required): string

{
    "type":"object",
    "required":[
        "code",
        "message",
        "type",
        "instance"
    ],
    "properties":{
        "code":{
            "type":"string"
        },
        "message":{
            "type":"string"
        },
        "type":{
            "type":"string"
        },
        "instance":{
            "type":"string"
        },
        "diagnosticTrace":{
            "type":"string"
        },
        "stackTrace":{
            "type":"string"
        }
    }
}

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