diff --git a/web/apps/photos/src/services/clip-service.ts b/web/apps/photos/src/services/clip-service.ts
index 703c89cf4..aa724b4d5 100644
--- a/web/apps/photos/src/services/clip-service.ts
+++ b/web/apps/photos/src/services/clip-service.ts
@@ -11,7 +11,7 @@ import { Embedding } from "types/embedding";
 import { EnteFile } from "types/file";
 import { getPersonalFiles } from "utils/file";
 import downloadManager from "./download";
-import { getLocalEmbeddings, putEmbedding } from "./embeddingService";
+import { localCLIPEmbeddings, putEmbedding } from "./embeddingService";
 import { getAllLocalFiles, getLocalFiles } from "./fileService";
 
 /** Status of CLIP indexing on the images in the user's local library. */
@@ -195,7 +195,7 @@ class CLIPService {
                 return;
             }
             const localFiles = getPersonalFiles(await getAllLocalFiles(), user);
-            const existingEmbeddings = await getLocalEmbeddings();
+            const existingEmbeddings = await localCLIPEmbeddings();
             const pendingFiles = await getNonClipEmbeddingExtractedFiles(
                 localFiles,
                 existingEmbeddings,
@@ -394,7 +394,7 @@ export const computeClipMatchScore = async (
 const initialIndexingStatus = async (): Promise<CLIPIndexingStatus> => {
     const user = getData(LS_KEYS.USER);
     if (!user) throw new Error("Orphan CLIP indexing without a login");
-    const allEmbeddings = await getLocalEmbeddings();
+    const allEmbeddings = await localCLIPEmbeddings();
     const localFiles = getPersonalFiles(await getLocalFiles(), user);
     const pendingFiles = await getNonClipEmbeddingExtractedFiles(
         localFiles,
diff --git a/web/apps/photos/src/services/embeddingService.ts b/web/apps/photos/src/services/embeddingService.ts
index 59096349e..2b1ebc0db 100644
--- a/web/apps/photos/src/services/embeddingService.ts
+++ b/web/apps/photos/src/services/embeddingService.ts
@@ -20,22 +20,26 @@ import { getLocalCollections } from "./collectionService";
 import { getAllLocalFiles } from "./fileService";
 import { getLocalTrashedFiles } from "./trashService";
 
-const ENDPOINT = getEndpoint();
-
 const DIFF_LIMIT = 500;
 
-const EMBEDDINGS_TABLE_V1 = "embeddings";
-const EMBEDDINGS_TABLE = "embeddings_v2";
+/** Local storage key suffix for embedding sync times */
+const embeddingSyncTimeLSKeySuffix = "embedding_sync_time";
+/** Local storage key for CLIP embeddings. */
+const clipEmbeddingsLSKey = "embeddings_v2";
 const FILE_EMBEDING_TABLE = "file_embeddings";
-const EMBEDDING_SYNC_TIME_TABLE = "embedding_sync_time";
 
-export const getAllLocalEmbeddings = async () => {
+/** Return all CLIP embeddings that we have available locally. */
+export const localCLIPEmbeddings = async () =>
+    (await storedCLIPEmbeddings()).filter(({ model }) => model === "onnx-clip");
+
+const storedCLIPEmbeddings = async () => {
     const embeddings: Array<Embedding> =
-        await localForage.getItem<Embedding[]>(EMBEDDINGS_TABLE);
+        await localForage.getItem<Embedding[]>(clipEmbeddingsLSKey);
     if (!embeddings) {
-        await localForage.removeItem(EMBEDDINGS_TABLE_V1);
-        await localForage.removeItem(EMBEDDING_SYNC_TIME_TABLE);
-        await localForage.setItem(EMBEDDINGS_TABLE, []);
+        // Migrate
+        await localForage.removeItem("embeddings");
+        await localForage.removeItem("embedding_sync_time");
+        await localForage.setItem(clipEmbeddingsLSKey, []);
         return [];
     }
     return embeddings;
@@ -50,15 +54,10 @@ export const getFileMLEmbeddings = async (): Promise<FileML[]> => {
     return embeddings;
 };
 
-export const getLocalEmbeddings = async () => {
-    const embeddings = await getAllLocalEmbeddings();
-    return embeddings.filter((embedding) => embedding.model === "onnx-clip");
-};
-
 const getModelEmbeddingSyncTime = async (model: EmbeddingModel) => {
     return (
         (await localForage.getItem<number>(
-            `${model}-${EMBEDDING_SYNC_TIME_TABLE}`,
+            `${model}-${embeddingSyncTimeLSKeySuffix}`,
         )) ?? 0
     );
 };
@@ -67,13 +66,13 @@ const setModelEmbeddingSyncTime = async (
     model: EmbeddingModel,
     time: number,
 ) => {
-    await localForage.setItem(`${model}-${EMBEDDING_SYNC_TIME_TABLE}`, time);
+    await localForage.setItem(`${model}-${embeddingSyncTimeLSKeySuffix}`, time);
 };
 
 export const syncEmbeddings = async () => {
     const models: EmbeddingModel[] = ["onnx-clip"];
     try {
-        let allEmbeddings = await getAllLocalEmbeddings();
+        let allEmbeddings = await storedCLIPEmbeddings();
         const localFiles = await getAllLocalFiles();
         const hiddenAlbums = await getLocalCollections("hidden");
         const localTrashFiles = await getLocalTrashedFiles();
@@ -85,7 +84,7 @@ export const syncEmbeddings = async () => {
         await cleanupDeletedEmbeddings(
             allLocalFiles,
             allEmbeddings,
-            EMBEDDINGS_TABLE,
+            clipEmbeddingsLSKey,
         );
         log.info(`Syncing embeddings localCount: ${allEmbeddings.length}`);
         for (const model of models) {
@@ -144,7 +143,7 @@ export const syncEmbeddings = async () => {
                 if (response.diff.length) {
                     modelLastSinceTime = response.diff.slice(-1)[0].updatedAt;
                 }
-                await localForage.setItem(EMBEDDINGS_TABLE, allEmbeddings);
+                await localForage.setItem(clipEmbeddingsLSKey, allEmbeddings);
                 await setModelEmbeddingSyncTime(model, modelLastSinceTime);
                 log.info(
                     `Syncing embeddings syncedEmbeddingsCount: ${allEmbeddings.length}`,
@@ -281,7 +280,7 @@ export const getEmbeddingsDiff = async (
             return;
         }
         const response = await HTTPService.get(
-            `${ENDPOINT}/embeddings/diff`,
+            `${getEndpoint()}/embeddings/diff`,
             {
                 sinceTime,
                 limit: DIFF_LIMIT,
@@ -310,7 +309,7 @@ export const putEmbedding = async (
             throw Error(CustomError.TOKEN_MISSING);
         }
         const resp = await HTTPService.put(
-            `${ENDPOINT}/embeddings`,
+            `${getEndpoint()}/embeddings`,
             putEmbeddingReq,
             null,
             {
diff --git a/web/apps/photos/src/services/searchService.ts b/web/apps/photos/src/services/searchService.ts
index ef49b126d..a212fc9dc 100644
--- a/web/apps/photos/src/services/searchService.ts
+++ b/web/apps/photos/src/services/searchService.ts
@@ -20,7 +20,7 @@ import ComlinkSearchWorker from "utils/comlink/ComlinkSearchWorker";
 import { getUniqueFiles } from "utils/file";
 import { getFormattedDate } from "utils/search";
 import { clipService, computeClipMatchScore } from "./clip-service";
-import { getLocalEmbeddings } from "./embeddingService";
+import { localCLIPEmbeddings } from "./embeddingService";
 import { getLatestEntities } from "./entityService";
 import locationSearchService, { City } from "./locationSearchService";
 
@@ -375,7 +375,7 @@ const searchClip = async (
         await clipService.getTextEmbeddingIfAvailable(searchPhrase);
     if (!textEmbedding) return undefined;
 
-    const imageEmbeddings = await getLocalEmbeddings();
+    const imageEmbeddings = await localCLIPEmbeddings();
     const clipSearchResult = new Map<number, number>(
         (
             await Promise.all(