diff --git a/desktop/docs/dependencies.md b/desktop/docs/dependencies.md
index 103583a63..9c5f86e59 100644
--- a/desktop/docs/dependencies.md
+++ b/desktop/docs/dependencies.md
@@ -111,11 +111,12 @@ watcher for the watch folders functionality.
 
 ### AI/ML
 
--   [onnxruntime-node](https://github.com/Microsoft/onnxruntime)
--   html-entities is used by the bundled clip-bpe-ts.
--   GGML binaries are bundled
--   We also use [jpeg-js](https://github.com/jpeg-js/jpeg-js#readme) for
-    conversion of all images to JPEG before processing.
+-   [onnxruntime-node](https://github.com/Microsoft/onnxruntime) is used for
+    natural language searches based on CLIP.
+-   html-entities is used by the bundled clip-bpe-ts tokenizer.
+-   [jpeg-js](https://github.com/jpeg-js/jpeg-js#readme) is used for decoding
+    JPEG data into raw RGB bytes before passing it to ONNX.
+-   GGML binaries are bundled.
 
 ## ZIP
 
diff --git a/web/apps/photos/src/services/clipService.ts b/web/apps/photos/src/services/clipService.ts
index e35f74f07..a51af80fd 100644
--- a/web/apps/photos/src/services/clipService.ts
+++ b/web/apps/photos/src/services/clipService.ts
@@ -58,7 +58,7 @@ export interface ClipExtractionStatus {
  * Currently supported runtimes are:
  *
  * - [GGML](https://github.com/monatis/clip.cpp)
- * - [ONNX](https://onnx.ai)
+ * - [ONNX](https://onnxruntime.ai)
  *
  * Both these currently have one (and only one) associated model.
  */