VectorsDB support for console by premtsd-code · Pull Request #2923 · appwrite/console

premtsd-code · 2026-03-20T16:01:20Z

Summary

Full VectorsDB SDK integration (collections, documents, indexes, CRUD operations)
VectorsDB-specific UI: embedding editor with auto-fold, dimension field, HNSW index types
Route all collection pages through database-type-aware SDK helpers
Fix naming consistency (vectordb → vectorsdb)
Update SDK to 5fe49af with VectorsDB support
Add VectorsDB assets (SVGs, empty states)

Test plan

Create a vectorsdb database and collection
CRUD documents with embeddings
Create/delete HNSW indexes
Verify activity, usage, settings pages work for vectorsdb collections
Verify documentsdb/tablesdb collections still work unchanged

- Route delete/update/index operations through database-type-aware SDK (settings, indexes, activity, usage pages were hardcoding documentsDB) - Add updateEntity, deleteIndex methods to sdk.ts helper - Fix pagination and document loading to use correct SDK for vectorsdb - Fix realtime events to listen for both documentsdb and vectorsdb - Fix embeddings: pass number[] directly instead of JSON.stringify roundtrip - Auto-fold embeddings array in editor on document load

- Add !isVectorsDb guard to useMockSuggestions derivation - Use single sliceString for bracket matching instead of per-char rope traversal

appwrite · 2026-03-20T16:01:25Z

Console (appwrite/console)

Project ID: 688b7bf400350cbd60e9

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coderabbitai · 2026-03-20T16:01:30Z

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greptile-apps · 2026-03-20T16:04:37Z

Greptile Summary

This PR integrates VectorsDB as a first-class database type in the Appwrite Console, alongside the existing TablesDB and DocumentsDB. It adds a new SDK version (5fe49af), wires all collection-level CRUD, index, activity, usage, and settings pages through a type-aware SDK dispatch layer, and introduces VectorsDB-specific UI (embedding generation modal, dimension field, HNSW index type, empty-state assets).

Key changes:

sdk.ts / terminology.ts: A clean, extensible dispatch layer that switches on DatabaseType for every SDK call.
create/+page.svelte & empty.svelte: VectorsDB added to the database type selector and empty-state UI.
collection-[collection]/+layout.svelte: Critical bug — handleCreateIndex calls useDatabaseSdk(region, project) without the third databaseType argument, so type is undefined in the closure and every index-creation attempt from the side sheet will throw "Unknown database type".
+page.svelte: A debug console.log(file, localFile) statement is left in the onSelect JSON-import handler.
embeddingModal.svelte: Embedding generation hits the backend by manually constructing a URL string (/vectorsdb/embeddings/text) rather than via a typed SDK call, making it fragile to endpoint changes.
views/create.svelte: The vector dimension InputNumber has no max constraint.

Confidence Score: 2/5

Not safe to merge — creating indexes from the collection side sheet is broken for every database type due to a missing argument in the useDatabaseSdk call.
The overall integration architecture is solid and consistent, but there is a clear runtime bug in collection-[collection]/+layout.svelte: useDatabaseSdk is invoked without the required database type, which will cause index creation from the side sheet to throw "Unknown database type" for all database types (tablesdb, documentsdb, and vectorsdb). There is also a leftover debug console.log and a hardcoded internal API path that introduce fragility. These issues prevent a confident merge.
collection-[collection]/+layout.svelte (critical bug), collection-[collection]/+page.svelte (debug log), embeddingModal.svelte (hardcoded endpoint)

Important Files Changed

Filename	Overview
src/routes/(console)/project-[region]-[project]/databases/database-[database]/(entity)/helpers/sdk.ts	Central SDK dispatch layer – adds `vectorsdb` branches to all CRUD operations. Logic is consistent and well-structured; no issues found.
src/routes/(console)/project-[region]-[project]/databases/database-[database]/collection-[collection]/+layout.svelte	Critical bug: `useDatabaseSdk` called without `database.type` in `handleCreateIndex`, causing a runtime throw for all database types when creating an index via the side sheet.
src/routes/(console)/project-[region]-[project]/databases/database-[database]/collection-[collection]/+page.svelte	Contains a leftover `console.log(file, localFile)` debug statement on line 72; otherwise document listing and empty-state rendering look correct.
src/routes/(console)/project-[region]-[project]/databases/database-[database]/collection-[collection]/(components)/editor/embeddingModal.svelte	New VectorsDB embedding generation modal. Hardcodes internal endpoint path `/vectorsdb/embeddings/text` via manual string concatenation instead of an SDK method; functional but fragile.
src/routes/(console)/project-[region]-[project]/databases/database-[database]/(entity)/views/create.svelte	Adds VectorsDB dimension input to the create-collection modal. No upper bound is enforced on the dimension field.
src/routes/(console)/project-[region]-[project]/databases/database-[database]/collection-[collection]/indexes/+page.svelte	Routes index operations through the type-aware SDK helper. Contains a misleading `DocumentsDBIndexType` cast that is harmless at runtime but incorrect for VectorsDB.

Comments Outside Diff (2)

src/routes/(console)/project-[region]-[project]/databases/database-[database]/collection-[collection]/+layout.svelte, line 212 (link)

Missing database type in useDatabaseSdk call

useDatabaseSdk is called with only two string arguments (region and project), so the type variable inside the returned SDK object will be undefined. When handleCreateIndex fires (from the side sheet), every createIndex call will reach the default branch and throw "Unknown database type", breaking index creation for all database types.

The third argument (data.database.type) is needed here, exactly as it is passed in indexes/+page.svelte and settings/+page.svelte:
```
async function handleCreateIndex(index: Index) {
    const databaseSdk = useDatabaseSdk(page.params.region, page.params.project, data.database.type);
    ...
```
src/routes/(console)/project-[region]-[project]/databases/database-[database]/collection-[collection]/+page.svelte, line 69-73 (link)

Debug console.log left in production code

This console.log is a leftover debug statement and should be removed before merging.

_{Last reviewed commit: "merge feat-documents..."}

greptile-apps · 2026-03-20T16:04:47Z

...abases/database-[database]/collection-[collection]/(components)/editor/embeddingModal.svelte

+        generating = true;
+        try {
+            const client = sdk.forProject(page.params.region, page.params.project).client;
+            const uri = new URL(client.config.endpoint + '/vectorsdb/embeddings/text');


Hardcoded internal endpoint path

The embedding endpoint URL is constructed by manually appending a path string to the SDK's configured endpoint. This couples the component to an undocumented internal path (/vectorsdb/embeddings/text) and bypasses any SDK-level versioning or base-path changes. If the endpoint changes or if SDK methods are added for this operation, this string will silently break.

If the new SDK exposes a typed method for embedding generation, consider using it instead. At minimum, extract the path to a named constant so it is easier to update.

greptile-apps · 2026-03-20T16:04:49Z

...nsole)/project-[region]-[project]/databases/database-[database]/(entity)/views/create.svelte

+        <InputNumber
+            id="dimension"
+            label="Vector dimension"
+            bind:value={dimension}
+            min={1}
+            required />
+    {/if}


No upper bound on vector dimension input

The InputNumber for VectorsDB dimension only enforces min={1} with no max constraint. Users can submit arbitrarily large values (e.g., 999999), which will be forwarded to the backend. It is worth adding a reasonable max value (e.g., 65535 or the actual backend limit) to prevent obvious mistakes and provide a better UX.

greptile-apps · 2026-03-20T16:04:50Z

...region]-[project]/databases/database-[database]/collection-[collection]/indexes/+page.svelte

            key: index.key,
            type: index.type as DocumentsDBIndexType,


Misleading DocumentsDBIndexType cast for VectorsDB

index.type is cast to DocumentsDBIndexType even though this page now handles VectorsDB collections that use different index types (e.g., HNSW). The cast is harmless at runtime because databaseSdk.createIndex accepts type: string and routes to the correct SDK internally, but it is incorrect and may confuse future maintainers.

Since DatabaseSdkResult.createIndex already accepts type: string, the cast can simply be dropped.

…preview, metadata defaults

…ordb

…ta label

ItzNotABug and others added 7 commits February 11, 2026 17:27

add: vectordb sdk support.

5278437

Merge branch 'feat-documentsdb' into feat-vectordb

db8916d

fix: rename vectordb to vectorsdb for naming consistency.

f38a9bc

fix: guard mock suggestions for vectorsdb, optimize fold scan

218be14

- Add !isVectorsDb guard to useMockSuggestions derivation - Use single sliceString for bracket matching instead of per-char rope traversal

vectorsdb collection page and empty state bugs

5d0e4ff

merge feat-documentsdb and fix SDK type errors

a1ec42b

greptile-apps bot reviewed Mar 20, 2026

View reviewed changes

premtsd-code added 9 commits March 21, 2026 15:12

(fix): vectorsdb review fixes — index creation, SDK embeddings, fold …

1bfe064

…preview, metadata defaults

(chore): update console SDK to 04899af with rebuilt types

8accb15

Merge remote-tracking branch 'origin/feat-documentsdb' into feat-vect…

6df70db

…ordb

Merge remote-tracking branch 'origin/feat-documentsdb' into feat-vect…

d89fad8

…ordb

(fix): import Columns type from correct module in sheetOptions

b259318

(fix): remove databaseType param from suggestColumns call

d735f7f

(chore): update console SDK to 2291c59 with rebuilt dist

51b499a

Merge remote-tracking branch 'origin/feat-documentsdb' into feat-vect…

8c29b65

…ordb

(fix): embedding fold preview with inline values, vectorsdb sample da…

2a5aa4d

…ta label

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VectorsDB support for console#2923

VectorsDB support for console#2923
premtsd-code wants to merge 16 commits intofeat-documentsdbfrom
feat-vectordb

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premtsd-code commented Mar 20, 2026

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Confidence Score: 2/5

Important Files Changed

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appwrite bot commented Mar 20, 2026 •

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