Vectors

All operations related to vectors

Get vector count

Get the total count of vectors in a collection.

Get Vector count

get

Path parameters

collectionIdstring · min: 1Required

Responses

200

Returns the total count of active Vectors in a given Collection.

application/json

countnumberRequired

400

Returns a bad request error.

application/json

get/collections/{collectionId}/vectors/count

HTTPcURLJavaScriptPython

GET /collections/{collectionId}/vectors/count HTTP/1.1
Accept: */*

{
  "count": 1
}

Get all vectors

Get all vectors in a collection.

Get all Vectors

post

Path parameters

collectionIdstring · min: 1Required

Body

application/json

idsstring[]Optional

includeVectorValuesbooleanOptional

Responses

200

Returns a list of all the Vectors in a Collection.

application/json

valuenumber[] · nullableOptional

metadataany · nullableOptional

contentstring · min: 1Required

idstring · nullableRequired

400

Returns a bad request error.

application/json

post/collections/{collectionId}/vectors/getAll

HTTPcURLJavaScriptPython

POST /collections/{collectionId}/vectors/getAll HTTP/1.1
Content-Type: application/json
Accept: */*
Content-Length: 43

{
  "ids": [
    "text"
  ],
  "includeVectorValues": true
}

[
  {
    "value": [
      1
    ],
    "metadata": null,
    "content": "text",
    "id": "text"
  }
]

Get a vector

Get specific vectors in a collection using their ids.

Get specific Vectors

post

Path parameters

collectionIdstring · min: 1Required

Body

application/json

idsstring[] · min: 1Required

includeVectorValuesbooleanOptional

Responses

200

Returns the Vectors.

application/json

valuenumber[] · nullableOptional

metadataany · nullableOptional

contentstring · min: 1Required

idstring · nullableRequired

400

Returns a bad request error.

application/json

post/collections/{collectionId}/vectors/get

HTTPcURLJavaScriptPython

POST /collections/{collectionId}/vectors/get HTTP/1.1
Content-Type: application/json
Accept: */*
Content-Length: 43

{
  "ids": [
    "text"
  ],
  "includeVectorValues": true
}

[
  {
    "value": [
      1
    ],
    "metadata": null,
    "content": "text",
    "id": "text"
  }
]

Create a vector

Create a new vector in a collection by passing it's values.

Save Vectors

post

Path parameters

collectionIdstring · min: 1Required

Bodyobject[]

application/json

valuesnumber[]Required

metadataany · nullableOptional

contentstring · min: 1Required

Responses

200

Returns the list of Vectors saved.

application/json

valuenumber[] · nullableOptional

metadataany · nullableOptional

contentstring · min: 1Required

idstring · nullableRequired

400

Returns a bad request error.

application/json

post/collections/{collectionId}/vectors/create

HTTPcURLJavaScriptPython

POST /collections/{collectionId}/vectors/create HTTP/1.1
Content-Type: application/json
Accept: */*
Content-Length: 49

[
  {
    "values": [
      1
    ],
    "metadata": null,
    "content": "text"
  }
]

[
  {
    "value": [
      1
    ],
    "metadata": null,
    "content": "text",
    "id": "text"
  }
]

Create a vector for a text

Create a new vector in a collection by passing the vector text. emno will use the collection configuration to convert the text to the vector values and save the vector.

Create Vectors from Text

post

Path parameters

collectionIdstring · min: 1Required

Bodyobject[]

application/json

metadataany · nullableOptional

contentstring · min: 1Required

Responses

200

Returns the list of Vectors created.

application/json

valuenumber[] · nullableOptional

metadataany · nullableOptional

contentstring · min: 1Required

idstring · nullableRequired

400

Returns a bad request error.

application/json

post/collections/{collectionId}/vectors/create/text

HTTPcURLJavaScriptPython

POST /collections/{collectionId}/vectors/create/text HTTP/1.1
Content-Type: application/json
Accept: */*
Content-Length: 36

[
  {
    "metadata": null,
    "content": "text"
  }
]

[
  {
    "value": [
      1
    ],
    "metadata": null,
    "content": "text",
    "id": "text"
  }
]

Update a vector

Update a vector in a collection.

Update Vectors

post

Path parameters

collectionIdstring · min: 1Required

Bodyobject · VectorObjectForUpsertSchema[]

application/json

valuesnumber[]Optional

metadataany · nullableOptional

contentstringOptional

idstring · nullableOptional

Responses

200

Returns a list of Vectors updated.

application/json

400

Returns a bad request error.

application/json

post/collections/{collectionId}/vectors/update

HTTPcURLJavaScriptPython

POST /collections/{collectionId}/vectors/update HTTP/1.1
Content-Type: application/json
Accept: */*
Content-Length: 61

[
  {
    "values": [
      1
    ],
    "metadata": null,
    "content": "text",
    "id": "text"
  }
]

{
  "created": [
    {
      "values": [
        1
      ],
      "metadata": null,
      "content": "text",
      "id": "text"
    }
  ],
  "updated": [
    {
      "values": [
        1
      ],
      "metadata": null,
      "content": "text",
      "id": "text"
    }
  ],
  "errored": []
}

Delete a vector

Deletes specific vectors in a collection by using their ids. If you pass "deleteAll" as true, you can delete all vectors in collection with a single API call.

Delete Vectors

post

Path parameters

collectionIdstring · min: 1Required

Body

application/json

idsstring[]Optional

deleteAllbooleanOptional

Responses

200

Returns the list of Vectors deleted.

application/json

400

Returns a bad request error

application/json

post/collections/{collectionId}/vectors/delete

HTTPcURLJavaScriptPython

POST /collections/{collectionId}/vectors/delete HTTP/1.1
Content-Type: application/json
Accept: */*
Content-Length: 33

{
  "ids": [
    "text"
  ],
  "deleteAll": true
}

{
  "deleted": [
    {
      "value": [
        1
      ],
      "metadata": null,
      "content": "text",
      "id": "text"
    }
  ]
}