Vectors

All operations related to vectors

Get vector count

Get the total count of vectors in a collection.

Get Vector count

GET/collections/{collectionId}/vectors/count

Path parameters

collectionId*string

Response

200400

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

Body

application/json

count*number

Request

JavaScriptCurlPython

const response = await fetch('/collections/{collectionId}/vectors/count', {
    method: 'GET',
    headers: {},
});
const data = await response.json();

Response

200400

{
  "count": 0
}

Get all vectors

Get all vectors in a collection.

Get all Vectors

POST/collections/{collectionId}/vectors/getAll

Path parameters

collectionId*string

Body

application/json

idsarray of string

includeVectorValuesboolean

Response

200400

Returns a list of all the Vectors in a Collection.

Body

application/json

valuenullable array of number

metadatanullable any

content*string

id*nullable string

Request

JavaScriptCurlPython

const response = await fetch('/collections/{collectionId}/vectors/getAll', {
    method: 'POST',
    headers: {
      "Content-Type": "application/json"
    },
    body: JSON.stringify({}),
});
const data = await response.json();

Response

200400

[
  {
    "value": [
      0
    ],
    "content": "text",
    "id": "text"
  }
]

Get a vector

Get specific vectors in a collection using their ids.

Get specific Vectors

POST/collections/{collectionId}/vectors/get

Path parameters

collectionId*string

Body

application/json

ids*array of string

includeVectorValuesboolean

Response

200400

Returns the Vectors.

Body

application/json

valuenullable array of number

metadatanullable any

content*string

id*nullable string

Request

JavaScriptCurlPython

const response = await fetch('/collections/{collectionId}/vectors/get', {
    method: 'POST',
    headers: {
      "Content-Type": "application/json"
    },
    body: JSON.stringify({
      "ids": [
        "text"
      ]
    }),
});
const data = await response.json();

Response

200400

[
  {
    "value": [
      0
    ],
    "content": "text",
    "id": "text"
  }
]

Create a vector

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

Save Vectors

POST/collections/{collectionId}/vectors/create

Path parameters

collectionId*string

Body

application/json

values*array of number

metadatanullable any

content*string

Response

200400

Returns the list of Vectors saved.

Body

application/json

valuenullable array of number

metadatanullable any

content*string

id*nullable string

Request

JavaScriptCurlPython

const response = await fetch('/collections/{collectionId}/vectors/create', {
    method: 'POST',
    headers: {
      "Content-Type": "application/json"
    },
    body: JSON.stringify([
      {
        "values": [
          0
        ],
        "content": "text"
      }
    ]),
});
const data = await response.json();

Response

200400

[
  {
    "value": [
      0
    ],
    "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/collections/{collectionId}/vectors/create/text

Path parameters

collectionId*string

Body

application/json

metadatanullable any

content*string

Response

200400

Returns the list of Vectors created.

Body

application/json

valuenullable array of number

metadatanullable any

content*string

id*nullable string

Request

JavaScriptCurlPython

const response = await fetch('/collections/{collectionId}/vectors/create/text', {
    method: 'POST',
    headers: {
      "Content-Type": "application/json"
    },
    body: JSON.stringify([
      {
        "content": "text"
      }
    ]),
});
const data = await response.json();

Response

200400

[
  {
    "value": [
      0
    ],
    "content": "text",
    "id": "text"
  }
]

Update a vector

Update a vector in a collection.

Update Vectors

POST/collections/{collectionId}/vectors/update

Path parameters

collectionId*string

Body

application/json

valuesarray of number

metadatanullable any

contentstring

idnullable string

Response

200400

Returns a list of Vectors updated.

Body

application/json

created*array of object

updated*array of object

errored*array of nullable any

Request

JavaScriptCurlPython

const response = await fetch('/collections/{collectionId}/vectors/update', {
    method: 'POST',
    headers: {
      "Content-Type": "application/json"
    },
    body: JSON.stringify([
      {}
    ]),
});
const data = await response.json();

Response

200400

{
  "created": [
    {
      "values": [
        0
      ],
      "content": "text",
      "id": "text"
    }
  ],
  "updated": [
    {
      "values": [
        0
      ],
      "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/collections/{collectionId}/vectors/delete

Path parameters

collectionId*string

Body

application/json

idsarray of string

deleteAllboolean

Response

200400

Returns the list of Vectors deleted.

Body

application/json

deleted*VectorListResponseSchema (array of object)

Request

JavaScriptCurlPython

const response = await fetch('/collections/{collectionId}/vectors/delete', {
    method: 'POST',
    headers: {
      "Content-Type": "application/json"
    },
    body: JSON.stringify({}),
});
const data = await response.json();

Response

200400

{
  "deleted": [
    {
      "value": [
        0
      ],
      "content": "text",
      "id": "text"
    }
  ]
}