Files
appwrite/app/config/collections/vectordb.php
ArnabChatterjee20k d2c9ac079a Refactor VectorDB Embeddings API and Update Dimension Handling
- Updated the Create.php file to streamline the embedding creation process by removing unnecessary authentication checks and simplifying the parameter structure.
- Changed the parameter from 'documents' to 'texts' for clarity and adjusted the embedding model handling.
- Modified the response model to include error handling for embedding generation.
- Updated the Embedding response model to reflect changes in dimension naming and added error message handling.
- Refactored VectorDBCollection model to replace 'dimensions' with 'dimension' for consistency across the codebase.
- Adjusted all relevant tests to accommodate the new parameter names and response structures, ensuring comprehensive coverage for the updated functionality.
2025-12-02 14:20:25 +05:30

166 lines
5.3 KiB
PHP

<?php
use Utopia\Database\Database;
use Utopia\Database\Helpers\ID;
return [
'collections' => [
'$collection' => ID::custom('databases'),
'$id' => ID::custom('collections'),
'name' => 'Collections',
'attributes' => [
[
'$id' => ID::custom('databaseInternalId'),
'type' => Database::VAR_STRING,
'format' => '',
'size' => Database::LENGTH_KEY,
'signed' => true,
'required' => true,
'default' => null,
'array' => false,
'filters' => [],
],
[
'$id' => ID::custom('databaseId'),
'type' => Database::VAR_STRING,
'signed' => true,
'size' => Database::LENGTH_KEY,
'format' => '',
'filters' => [],
'required' => true,
'default' => null,
'array' => false,
],
[
'$id' => ID::custom('name'),
'type' => Database::VAR_STRING,
'size' => 256,
'required' => true,
'signed' => true,
'array' => false,
'filters' => [],
],
[
'$id' => ID::custom('dimension'),
'type' => Database::VAR_INTEGER,
'size' => 0,
'required' => true,
'signed' => false,
'array' => false,
'filters' => [],
],
[
'$id' => ID::custom('enabled'),
'type' => Database::VAR_BOOLEAN,
'signed' => true,
'size' => 0,
'format' => '',
'filters' => [],
'required' => true,
'default' => null,
'array' => false,
],
[
'$id' => ID::custom('documentSecurity'),
'type' => Database::VAR_BOOLEAN,
'signed' => true,
'size' => 0,
'format' => '',
'filters' => [],
'required' => true,
'default' => null,
'array' => false,
],
[
'$id' => ID::custom('attributes'),
'type' => Database::VAR_STRING,
'size' => 1000000,
'required' => false,
'signed' => true,
'array' => false,
'filters' => ['subQueryAttributes'],
],
[
'$id' => ID::custom('indexes'),
'type' => Database::VAR_STRING,
'size' => 1000000,
'required' => false,
'signed' => true,
'array' => false,
'filters' => ['subQueryIndexes'],
],
[
'$id' => ID::custom('search'),
'type' => Database::VAR_STRING,
'format' => '',
'size' => 16384,
'signed' => true,
'required' => false,
'default' => null,
'array' => false,
'filters' => [],
],
],
'defaultAttributes' => [
[
'$id' => ID::custom('embeddings'),
'type' => Database::VAR_VECTOR,
'required' => true,
'signed' => false,
'array' => false,
'filters' => [],
],
[
'$id' => ID::custom('metadata'),
'type' => Database::VAR_OBJECT,
'default' => [],
'required' => false,
'size' => 0,
'signed' => false,
'array' => false,
'filters' => [],
],
],
'indexes' => [
[
'$id' => ID::custom('_fulltext_search'),
'type' => Database::INDEX_FULLTEXT,
'attributes' => ['search'],
'lengths' => [],
'orders' => [],
],
[
'$id' => ID::custom('_key_name'),
'type' => Database::INDEX_KEY,
'attributes' => ['name'],
'lengths' => [256],
'orders' => [Database::ORDER_ASC],
],
[
'$id' => ID::custom('_key_enabled'),
'type' => Database::INDEX_KEY,
'attributes' => ['enabled'],
'lengths' => [],
'orders' => [Database::ORDER_ASC],
],
[
'$id' => ID::custom('_key_documentSecurity'),
'type' => Database::INDEX_KEY,
'attributes' => ['documentSecurity'],
'lengths' => [],
'orders' => [Database::ORDER_ASC],
],
],
'defaultIndexes' => [
// not creating default indexes on the embeddings as it depends on the type of query users using the most
[
'$id' => ID::custom('_key_metadata'),
'type' => Database::INDEX_OBJECT,
'attributes' => ['metadata'],
'lengths' => [],
'orders' => [],
],
]
]
];