chore(server): use jemalloc to reduce RSS

#### PR Dependency Tree


* **PR #13122** 👈

This tree was auto-generated by
[Charcoal](https://github.com/danerwilliams/charcoal)

<!-- This is an auto-generated comment: release notes by coderabbit.ai
-->

## Summary by CodeRabbit

* **New Features**
* Inline comments now visually distinguish between unresolved, resolved,
and deleted states.
* Only unresolved inline comments are interactive and highlighted in the
editor.

* **Bug Fixes**
* Improved accuracy in fetching and displaying all comments, including
resolved ones, during initialization.

* **Refactor**
* Enhanced handling of comment resolution and deletion to provide
clearer differentiation in both behavior and appearance.

<!-- end of auto-generated comment: release notes by coderabbit.ai -->

.github/deployment/node/Dockerfile

@@ -7,7 +7,10 @@ COPY ./packages/frontend/apps/mobile/dist /app/static/mobile
 WORKDIR /app
 
 RUN apt-get update && \
-  apt-get install -y --no-install-recommends openssl && \
+  apt-get install -y --no-install-recommends openssl libjemalloc2 && \
   rm -rf /var/lib/apt/lists/*
 
+# Enable jemalloc by preloading the library
+ENV LD_PRELOAD=libjemalloc.so.2
+
 CMD ["node", "./dist/main.js"]

blocksuite/affine/inlines/comment/src/inline-comment-manager.ts

@@ -43,10 +43,14 @@ export class InlineCommentManager extends LifeCycleWatcher {
 
     this._disposables.add(provider.onCommentAdded(this._handleAddComment));
     this._disposables.add(
-      provider.onCommentDeleted(this._handleDeleteAndResolve)
+      provider.onCommentDeleted(id =>
+        this._handleDeleteAndResolve(id, 'delete')
+      )
     );
     this._disposables.add(
-      provider.onCommentResolved(this._handleDeleteAndResolve)
+      provider.onCommentResolved(id =>
+        this._handleDeleteAndResolve(id, 'resolve')
+      )
     );
     this._disposables.add(
       provider.onCommentHighlighted(this._handleHighlightComment)
@@ -64,15 +68,16 @@ export class InlineCommentManager extends LifeCycleWatcher {
     const provider = this._provider;
     if (!provider) return;
 
-    const commentsInProvider = await provider.getComments('unresolved');
+    const commentsInProvider = await provider.getComments('all');
 
     const commentsInEditor = this.getCommentsInEditor();
 
     // remove comments that are in editor but not in provider
     // which means the comment may be removed or resolved in provider side
     difference(commentsInEditor, commentsInProvider).forEach(comment => {
-      this._handleDeleteAndResolve(comment);
-      this.std.get(BlockElementCommentManager).handleDeleteAndResolve(comment);
+      this.std
+        .get(BlockElementCommentManager)
+        .handleDeleteAndResolve(comment, 'delete');
     });
   }
 
@@ -162,7 +167,10 @@ export class InlineCommentManager extends LifeCycleWatcher {
     });
   };
 
-  private readonly _handleDeleteAndResolve = (id: CommentId) => {
+  private readonly _handleDeleteAndResolve = (
+    id: CommentId,
+    type: 'delete' | 'resolve'
+  ) => {
     const commentedTexts = findCommentedTexts(this.std.store, id);
     if (commentedTexts.length === 0) return;
 
@@ -176,7 +184,7 @@ export class InlineCommentManager extends LifeCycleWatcher {
         inlineEditor?.formatText(
           selection.from,
           {
-            [`comment-${id}`]: null,
+            [`comment-${id}`]: type === 'delete' ? null : false,
           },
           {
             withoutTransact: true,

blocksuite/affine/inlines/comment/src/inline-comment.ts

@@ -22,7 +22,7 @@ import { isEqual } from 'lodash-es';
 })
 export class InlineComment extends WithDisposable(ShadowlessElement) {
   static override styles = css`
-    inline-comment {
+    inline-comment.unresolved {
       display: inline-block;
       background-color: ${unsafeCSSVarV2('block/comment/highlightDefault')};
       border-bottom: 2px solid
@@ -41,6 +41,9 @@ export class InlineComment extends WithDisposable(ShadowlessElement) {
   })
   accessor commentIds!: string[];
 
+  @property({ attribute: false })
+  accessor unresolved = false;
+
   private _index: number = 0;
 
   @consume({ context: stdContext })
@@ -54,8 +57,10 @@ export class InlineComment extends WithDisposable(ShadowlessElement) {
   }
 
   private readonly _handleClick = () => {
-    this._provider?.highlightComment(this.commentIds[this._index]);
-    this._index = (this._index + 1) % this.commentIds.length;
+    if (this.unresolved) {
+      this._provider?.highlightComment(this.commentIds[this._index]);
+      this._index = (this._index + 1) % this.commentIds.length;
+    }
   };
 
   private readonly _handleHighlight = (id: CommentId | null) => {
@@ -89,6 +94,13 @@ export class InlineComment extends WithDisposable(ShadowlessElement) {
         this.classList.remove('highlighted');
       }
     }
+    if (_changedProperties.has('unresolved')) {
+      if (this.unresolved) {
+        this.classList.add('unresolved');
+      } else {
+        this.classList.remove('unresolved');
+      }
+    }
   }
 
   override render() {

blocksuite/affine/inlines/comment/src/inline-spec.ts

@@ -21,19 +21,25 @@ export const CommentInlineSpecExtension =
     ),
     match: delta => {
       if (!delta.attributes) return false;
-      const comments = Object.entries(delta.attributes).filter(
-        ([key, value]) => isInlineCommendId(key) && value === true
-      );
+      const comments = Object.keys(delta.attributes).filter(isInlineCommendId);
       return comments.length > 0;
     },
-    renderer: ({ delta, children }) =>
-      html`<inline-comment .commentIds=${extractCommentIdFromDelta(delta)}
+    renderer: ({ delta, children }) => {
+      if (!delta.attributes) return html`${nothing}`;
+
+      const unresolved = Object.entries(delta.attributes).some(
+        ([key, value]) => isInlineCommendId(key) && value === true
+      );
+      return html`<inline-comment
+        .unresolved=${unresolved}
+        .commentIds=${extractCommentIdFromDelta(delta)}
         >${when(
           children,
           () => html`${children}`,
           () => nothing
         )}</inline-comment
-      >`,
+      >`;
+    },
     wrapper: true,
   });
 

blocksuite/affine/shared/src/services/comment-service/block-element-comment-manager.ts

@@ -57,10 +57,12 @@ export class BlockElementCommentManager extends LifeCycleWatcher {
 
     this._disposables.add(provider.onCommentAdded(this._handleAddComment));
     this._disposables.add(
-      provider.onCommentDeleted(this.handleDeleteAndResolve)
+      provider.onCommentDeleted(id => this.handleDeleteAndResolve(id, 'delete'))
     );
     this._disposables.add(
-      provider.onCommentResolved(this.handleDeleteAndResolve)
+      provider.onCommentResolved(id =>
+        this.handleDeleteAndResolve(id, 'resolve')
+      )
     );
     this._disposables.add(
       provider.onCommentHighlighted(this._handleHighlightComment)
@@ -146,18 +148,29 @@ export class BlockElementCommentManager extends LifeCycleWatcher {
     }
   };
 
-  readonly handleDeleteAndResolve = (id: CommentId) => {
+  readonly handleDeleteAndResolve = (
+    id: CommentId,
+    type: 'delete' | 'resolve'
+  ) => {
     const commentedBlocks = findCommentedBlocks(this.std.store, id);
     this.std.store.withoutTransact(() => {
       commentedBlocks.forEach(block => {
-        delete block.props.comments[id];
+        if (type === 'delete') {
+          delete block.props.comments[id];
+        } else {
+          block.props.comments[id] = false;
+        }
       });
     });
 
     const commentedElements = findCommentedElements(this.std.store, id);
     this.std.store.withoutTransact(() => {
       commentedElements.forEach(element => {
-        delete element.comments[id];
+        if (type === 'delete') {
+          delete element.comments[id];
+        } else {
+          element.comments[id] = false;
+        }
       });
     });
   };

packages/backend/server/src/plugins/copilot/providers/gemini/gemini.ts

@@ -239,12 +239,16 @@ export abstract class GeminiProvider<T> extends CopilotProvider<T> {
         taskType: 'RETRIEVAL_DOCUMENT',
       });
 
-      const { embeddings } = await embedMany({
-        model: modelInstance,
-        values: messages,
-      });
+      const embeddings = await Promise.allSettled(
+        messages.map(m =>
+          embedMany({ model: modelInstance, values: [m], maxRetries: 3 })
+        )
+      );
 
-      return embeddings.filter(v => v && Array.isArray(v));
+      return embeddings
+        .map(e => (e.status === 'fulfilled' ? e.value.embeddings : null))
+        .flat()
+        .filter((v): v is number[] => !!v && Array.isArray(v));
     } catch (e: any) {
       metrics.ai
         .counter('generate_embedding_errors')