The Weaviate component is a data component that allows users to build and search vector datasets.
It can carry out the following tasks:
#Release Stage
Alpha
#Configuration
The component configuration is defined and maintained here.
#Setup
Field | Field ID | Type | Note |
---|
API Key (required) | api-key | string | Fill in your Weaviate API key. Please refer to clusters in Weaviate Console |
Weaviate URL Endpoint (required) | url | string | Fill in your Weaviate base URL without https:// or http://. Please refer to clusters in Weaviate Console |
#Supported Tasks
#Vector Search
Perform a vector search on a collection
Input | ID | Type | Description |
---|
Task ID (required) | task | string | TASK_VECTOR_SEARCH |
Collection Name (required) | collection-name | string | The name of the collection to perform vector search on |
Vector | vector | array[number] | An array of dimensions for the vector query, optional. If not provided, all objects will be returned |
Limit | limit | integer | The limit of objects, empty for all objects |
Fields | fields | array[string] | The fields to return in the objects. If empty then all fields will be returned |
Filter | filter | object | The properties filter to be applied to the data with GraphQL queries, which starts with WHERE field, please refer to https://weaviate.io/developers/weaviate/search/filters |
Tenant | tenant | string | The tenant to perform the vector search on |
Output | ID | Type | Description |
---|
Result | result | object | Result of the vector search operation |
Status | status | string | Upsert status |
#Batch Insert
Insert multiple vector objects into a collection
Input | ID | Type | Description |
---|
Task ID (required) | task | string | TASK_BATCH_INSERT |
Collection Name (required) | collection-name | string | The name of the collection to upsert the object into |
Array ID | array-id | array[string] | The array of id |
Array Metadata (required) | array-metadata | array[object] | The array of vector metadata properties |
Array Vector (required) | array-vector | array[array] | The array of vector values |
Output | ID | Type | Description |
---|
Status | status | string | Batch insert status |
#Insert
Insert a vector object into a collection
Input | ID | Type | Description |
---|
Task ID (required) | task | string | TASK_INSERT |
Collection Name (required) | collection-name | string | The name of the collection to upsert the object into |
ID | id | string | The ID of the object |
Vector (required) | vector | array[number] | An array of dimensions for the vector value |
Metadata (required) | metadata | object | The vector metadata properties |
Output | ID | Type | Description |
---|
Status | status | string | Upsert status |
#Update
Update vector object in a collection
Input | ID | Type | Description |
---|
Task ID (required) | task | string | TASK_UPDATE |
Collection Name (required) | collection-name | string | The name of the collection to update the object in |
ID (required) | id | string | The ID of the object |
Update Vector | update-vector | array[number] | The updated vector value, optional |
Update Metadata | update-metadata | object | The updated vector metadata properties, optional |
Output | ID | Type | Description |
---|
Status | status | string | Update status |
#Delete
Delete vector objects from a collection
Input | ID | Type | Description |
---|
Task ID (required) | task | string | TASK_DELETE |
Collection Name (required) | collection-name | string | The name of the collection to delete the object from |
ID | id | string | The ID of the object |
Filter | filter | object | The properties filter to be applied to the data with GraphQL queries, which starts with WHERE field, please refer to https://weaviate.io/developers/weaviate/search/filters |
Output | ID | Type | Description |
---|
Status | status | string | Delete status |
#Delete Collection
Delete a collection
Input | ID | Type | Description |
---|
Task ID (required) | task | string | TASK_DELETE_COLLECTION |
Collection Name (required) | collection-name | string | The name of the collection to delete |
Output | ID | Type | Description |
---|
Status | status | string | Delete collection status |