diff --git a/.github/workflows/ci-release.yml b/.github/workflows/ci-release.yml
index bdc8969e1..648a3c445 100644
--- a/.github/workflows/ci-release.yml
+++ b/.github/workflows/ci-release.yml
@@ -26,6 +26,7 @@ jobs:
           check-name: 'Merge and Push Manifest'
           repo-token: ${{ secrets.GITHUB_TOKEN }}
           wait-interval: 60
+          checks-discovery-timeout: 1800
   build-release:
     name: Build Release
     needs: wait-for-docker
diff --git a/pyproject.toml b/pyproject.toml
index 4a4aba713..d13fa3177 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -16,7 +16,7 @@ classifiers = [
 dependencies = [
   "azure-ai-documentintelligence>=1.0.2",
   "babel>=2.17",
-  "bleach~=6.3.0",
+  "bleach~=6.4.0",
   "celery[redis]~=5.6.2",
   "channels~=4.2",
   "channels-redis~=4.2",
@@ -56,7 +56,7 @@ dependencies = [
   "llama-index-embeddings-openai-like>=0.2.2",
   "llama-index-llms-ollama>=0.9.1",
   "llama-index-llms-openai-like>=0.7.1",
-  "nltk~=3.9.1",
+  "nltk~=3.10.0",
   "ocrmypdf~=17.4.2",
   "openai>=2.32",
   "pathvalidate~=3.3.1",
diff --git a/src-ui/src/app/components/chat/chat/chat.component.html b/src-ui/src/app/components/chat/chat/chat.component.html
index 29b938943..b3bc20ddf 100644
--- a/src-ui/src/app/components/chat/chat/chat.component.html
+++ b/src-ui/src/app/components/chat/chat/chat.component.html
@@ -6,7 +6,7 @@
   <div ngbDropdownMenu class="dropdown-menu-end shadow p-3" aria-labelledby="chatDropdown">
     <div class="chat-container bg-light p-2">
       <div class="chat-messages font-monospace small">
-        @for (message of messages; track message) {
+        @for (message of messages(); track message) {
           <div class="message d-flex flex-row small" [class.justify-content-end]="message.role === 'user'">
             <div class="p-2 m-2" [class.bg-body]="message.role === 'user'">
               <span>
@@ -36,11 +36,12 @@
             id="chatInput"
             class="form-control form-control-sm" name="chatInput" type="text"
             [placeholder]="placeholder"
-            [disabled]="loading"
-            [(ngModel)]="input"
+            [disabled]="loading()"
+            [ngModel]="input()"
+            (ngModelChange)="input.set($event)"
             (keydown)="searchInputKeyDown($event)"
             />
-          <button class="btn btn-sm btn-secondary" type="button" (click)="sendMessage()" [disabled]="loading">Send</button>
+          <button class="btn btn-sm btn-secondary" type="button" (click)="sendMessage()" [disabled]="loading()">Send</button>
         </div>
       </form>
     </div>
diff --git a/src-ui/src/app/components/chat/chat/chat.component.spec.ts b/src-ui/src/app/components/chat/chat/chat.component.spec.ts
index c32e4f9d5..5b8e12af8 100644
--- a/src-ui/src/app/components/chat/chat/chat.component.spec.ts
+++ b/src-ui/src/app/components/chat/chat/chat.component.spec.ts
@@ -56,44 +56,53 @@ describe('ChatComponent', () => {
   it('should update documentId on initialization', () => {
     jest.spyOn(router, 'url', 'get').mockReturnValue('/documents/123')
     component.ngOnInit()
-    expect(component.documentId).toBe(123)
+    expect(component.documentId()).toBe(123)
   })
 
   it('should update documentId on navigation', () => {
     component.ngOnInit()
     routerEvents$.next(new NavigationEnd(1, '/documents/456', '/documents/456'))
-    expect(component.documentId).toBe(456)
+    expect(component.documentId()).toBe(456)
   })
 
   it('should return correct placeholder based on documentId', () => {
-    component.documentId = 123
+    component.documentId.set(123)
     expect(component.placeholder).toBe('Ask a question about this document...')
-    component.documentId = undefined
+    component.documentId.set(undefined)
     expect(component.placeholder).toBe('Ask a question about a document...')
   })
 
-  it('should send a message and handle streaming response', () => {
-    component.input = 'Hello'
+  it('should send a message and render the streaming response', async () => {
+    component.input.set('Hello')
     component.sendMessage()
 
-    expect(component.messages).toHaveLength(2)
-    expect(component.messages[0].content).toBe('Hello')
-    expect(component.loading).toBe(true)
+    expect(component.messages()).toHaveLength(2)
+    expect(component.messages()[0].content).toBe('Hello')
+    expect(component.loading()).toBe(true)
 
     mockStream$.next('Hi')
-    expect(component.messages[1].content).toBe('H')
+    expect(component.messages()[1].content).toBe('H')
     mockStream$.next('Hi there')
     // advance time to process the typewriter effect
-    jest.advanceTimersByTime(1000)
-    expect(component.messages[1].content).toBe('Hi there')
+    await jest.runAllTimersAsync()
+    await fixture.whenStable()
+    expect(component.messages()[1].content).toBe('Hi there')
+    expect(
+      fixture.nativeElement.querySelector('.chat-messages').textContent
+    ).toContain('Hi there')
 
     mockStream$.complete()
-    expect(component.loading).toBe(false)
-    expect(component.messages[1].isStreaming).toBe(false)
+    await jest.runAllTimersAsync()
+    await fixture.whenStable()
+    expect(component.loading()).toBe(false)
+    expect(component.messages()[1].isStreaming).toBe(false)
+    expect(fixture.nativeElement.querySelector('#chatInput').disabled).toBe(
+      false
+    )
   })
 
   it('should parse references from the metadata trailer without showing it', () => {
-    component.input = 'Hello'
+    component.input.set('Hello')
     component.sendMessage()
 
     mockStream$.next(
@@ -101,14 +110,14 @@ describe('ChatComponent', () => {
     )
     jest.advanceTimersByTime(1000)
 
-    expect(component.messages[1].content).toBe('Hi there')
-    expect(component.messages[1].references).toEqual([
+    expect(component.messages()[1].content).toBe('Hi there')
+    expect(component.messages()[1].references).toEqual([
       { id: 42, title: 'Bread Recipe' },
     ])
   })
 
   it('should render document reference links under assistant messages', () => {
-    component.input = 'Hello'
+    component.input.set('Hello')
     component.sendMessage()
 
     mockStream$.next(
@@ -123,12 +132,12 @@ describe('ChatComponent', () => {
   })
 
   it('should remove delimiter fragments that were already streamed', () => {
-    component.input = 'Hello'
+    component.input.set('Hello')
     component.sendMessage()
 
     mockStream$.next(`Hi there${CHAT_METADATA_DELIMITER.slice(0, 8)}`)
     jest.advanceTimersByTime(1000)
-    expect(component.messages[1].content).toBe(
+    expect(component.messages()[1].content).toBe(
       `Hi there${CHAT_METADATA_DELIMITER.slice(0, 8)}`
     )
 
@@ -137,21 +146,21 @@ describe('ChatComponent', () => {
     )
     jest.advanceTimersByTime(1000)
 
-    expect(component.messages[1].content).toBe('Hi there')
-    expect(component.messages[1].references).toEqual([
+    expect(component.messages()[1].content).toBe('Hi there')
+    expect(component.messages()[1].references).toEqual([
       { id: 42, title: 'Bread Recipe' },
     ])
   })
 
   it('should handle errors during streaming', () => {
-    component.input = 'Hello'
+    component.input.set('Hello')
     component.sendMessage()
 
     mockStream$.error('Error')
-    expect(component.messages[1].content).toContain(
+    expect(component.messages()[1].content).toContain(
       '⚠️ Error receiving response.'
     )
-    expect(component.loading).toBe(false)
+    expect(component.loading()).toBe(false)
   })
 
   it('should enqueue typewriter chunks correctly', () => {
@@ -166,7 +175,7 @@ describe('ChatComponent', () => {
       ChatComponent.prototype as any,
       'scrollToBottom'
     )
-    component.input = 'Test'
+    component.input.set('Test')
     component.sendMessage()
     expect(scrollSpy).toHaveBeenCalled()
   })
diff --git a/src-ui/src/app/components/chat/chat/chat.component.ts b/src-ui/src/app/components/chat/chat/chat.component.ts
index 0920af027..4525808a4 100644
--- a/src-ui/src/app/components/chat/chat/chat.component.ts
+++ b/src-ui/src/app/components/chat/chat/chat.component.ts
@@ -1,4 +1,11 @@
-import { Component, ElementRef, inject, OnInit, ViewChild } from '@angular/core'
+import {
+  Component,
+  ElementRef,
+  inject,
+  OnInit,
+  signal,
+  ViewChild,
+} from '@angular/core'
 import { FormsModule, ReactiveFormsModule } from '@angular/forms'
 import { NavigationEnd, Router, RouterModule } from '@angular/router'
 import { NgbDropdownModule } from '@ng-bootstrap/ng-bootstrap'
@@ -23,10 +30,10 @@ import {
   styleUrl: './chat.component.scss',
 })
 export class ChatComponent implements OnInit {
-  public messages: ChatMessage[] = []
-  public loading = false
-  public input: string = ''
-  public documentId!: number
+  readonly messages = signal<ChatMessage[]>([])
+  readonly loading = signal(false)
+  readonly input = signal('')
+  readonly documentId = signal<number>(undefined)
 
   private chatService: ChatService = inject(ChatService)
   private router: Router = inject(Router)
@@ -38,7 +45,7 @@ export class ChatComponent implements OnInit {
   private typewriterActive = false
 
   public get placeholder(): string {
-    return this.documentId
+    return this.documentId()
       ? $localize`Ask a question about this document...`
       : $localize`Ask a question about a document...`
   }
@@ -57,14 +64,14 @@ export class ChatComponent implements OnInit {
 
   private updateDocumentId(url: string): void {
     const docIdRe = url.match(/^\/documents\/(\d+)/)
-    this.documentId = docIdRe ? +docIdRe[1] : undefined
+    this.documentId.set(docIdRe ? +docIdRe[1] : undefined)
   }
 
   sendMessage(): void {
-    if (!this.input.trim()) return
+    if (!this.input().trim()) return
 
-    const userMessage: ChatMessage = { role: 'user', content: this.input }
-    this.messages.push(userMessage)
+    const userMessage: ChatMessage = { role: 'user', content: this.input() }
+    this.messages.update((messages) => [...messages, userMessage])
     this.scrollToBottom()
 
     const assistantMessage: ChatMessage = {
@@ -72,12 +79,12 @@ export class ChatComponent implements OnInit {
       content: '',
       isStreaming: true,
     }
-    this.messages.push(assistantMessage)
-    this.loading = true
+    this.messages.update((messages) => [...messages, assistantMessage])
+    this.loading.set(true)
 
     let lastVisibleContent = ''
 
-    this.chatService.streamChat(this.documentId, this.input).subscribe({
+    this.chatService.streamChat(this.documentId(), this.input()).subscribe({
       next: (chunk) => {
         const nextResponse = parseChatResponse(chunk)
 
@@ -93,26 +100,30 @@ export class ChatComponent implements OnInit {
         }
 
         assistantMessage.references = nextResponse.references
+        this.notifyMessagesChanged()
       },
       error: () => {
         assistantMessage.content += '\n\n⚠️ Error receiving response.'
         assistantMessage.isStreaming = false
-        this.loading = false
+        this.notifyMessagesChanged()
+        this.loading.set(false)
       },
       complete: () => {
         assistantMessage.isStreaming = false
-        this.loading = false
+        this.notifyMessagesChanged()
+        this.loading.set(false)
         this.scrollToBottom()
       },
     })
 
-    this.input = ''
+    this.input.set('')
   }
 
   private resetTypewriter(message: ChatMessage, content: string): void {
     this.typewriterBuffer = []
     this.typewriterActive = false
     message.content = content
+    this.notifyMessagesChanged()
     this.scrollToBottom()
   }
 
@@ -135,11 +146,16 @@ export class ChatComponent implements OnInit {
 
     const nextChar = this.typewriterBuffer.shift()
     message.content += nextChar
+    this.notifyMessagesChanged()
     this.scrollToBottom()
 
     setTimeout(() => this.playTypewriter(message), 10) // 10ms per character
   }
 
+  private notifyMessagesChanged(): void {
+    this.messages.update((messages) => [...messages])
+  }
+
   private scrollToBottom(): void {
     setTimeout(() => {
       this.scrollAnchor?.nativeElement?.scrollIntoView({ behavior: 'smooth' })
diff --git a/src/documents/filters.py b/src/documents/filters.py
index 39c6eb467..e2e2501ce 100644
--- a/src/documents/filters.py
+++ b/src/documents/filters.py
@@ -771,7 +771,14 @@ class CustomFieldQueryFilter(Filter):
         )
         q, annotations = parser.parse(value)
 
-        return qs.annotate(**annotations).filter(q)
+        # The Count(...) annotations above require a GROUP BY/HAVING to evaluate.
+        # Applying them directly to `qs` mixes that HAVING with `qs`'s existing
+        # joins (e.g. repeated tag joins from tags__id__all, the object-permission
+        # OR-filter), which some backends (e.g. MariaDB) fail to plan correctly,
+        # raising "Unknown column ... in 'HAVING'". Evaluating the annotation on
+        # an isolated queryset keeps the GROUP BY/HAVING self-contained.
+        matching_ids = Document.objects.annotate(**annotations).filter(q).values("pk")
+        return qs.filter(pk__in=matching_ids)
 
 
 class DocumentFilterSet(FilterSet):
diff --git a/src/documents/management/commands/document_index.py b/src/documents/management/commands/document_index.py
index c4f72dd3a..10558c211 100644
--- a/src/documents/management/commands/document_index.py
+++ b/src/documents/management/commands/document_index.py
@@ -45,6 +45,18 @@ class Command(PaperlessCommand):
                 "Safe to run on every startup or upgrade."
             ),
         )
+        parser.add_argument(
+            "--heap-size-mb",
+            type=int,
+            default=None,
+            help=(
+                "Tantivy writer memory budget in MB for a full reindex "
+                "(split across writer threads). Defaults to 512MB; lower "
+                "this on memory-constrained hosts. Larger values buffer "
+                "more documents before flushing a segment, deferring "
+                "merge work rather than avoiding it."
+            ),
+        )
 
     def handle(self, *args, **options):
         with transaction.atomic():
@@ -60,13 +72,26 @@ class Command(PaperlessCommand):
                     "document_type",
                     "storage_path",
                     "owner",
-                ).prefetch_related("tags", "notes", "custom_fields", "versions")
+                ).prefetch_related(
+                    "tags",
+                    "notes__user",
+                    "custom_fields__field",
+                    "versions",
+                )
+                total = documents.count()
+                rebuild_kwargs = {}
+                if options.get("heap_size_mb") is not None:
+                    rebuild_kwargs["writer_heap_bytes"] = (
+                        options["heap_size_mb"] * 1_000_000
+                    )
                 get_backend().rebuild(
                     documents,
-                    iter_wrapper=lambda docs: self.track(
-                        docs,
+                    iter_wrapper=lambda pairs: self.track(
+                        pairs,
                         description="Indexing documents...",
+                        total=total,
                     ),
+                    **rebuild_kwargs,
                 )
                 reset_backend()
 
diff --git a/src/documents/search/_backend.py b/src/documents/search/_backend.py
index ea316920e..e56f27678 100644
--- a/src/documents/search/_backend.py
+++ b/src/documents/search/_backend.py
@@ -8,6 +8,7 @@ import time
 from datetime import UTC
 from datetime import datetime
 from enum import StrEnum
+from itertools import islice
 from typing import TYPE_CHECKING
 from typing import Final
 from typing import Self
@@ -16,13 +17,14 @@ from typing import TypeVar
 from typing import cast
 
 import filelock
-import regex
 import tantivy
 from django.conf import settings
+from django.contrib.contenttypes.models import ContentType
 from django.utils.timezone import get_current_timezone
 from guardian.shortcuts import get_users_with_perms
 
 from documents.search._query import build_permission_filter
+from documents.search._query import extract_cjk_text
 from documents.search._query import parse_simple_text_highlight_query
 from documents.search._query import parse_simple_text_query
 from documents.search._query import parse_simple_title_query
@@ -32,11 +34,14 @@ from documents.search._schema import build_schema
 from documents.search._schema import open_or_rebuild_index
 from documents.search._schema import wipe_index
 from documents.search._tokenizer import ascii_fold
+from documents.search._tokenizer import autocomplete_tokens
 from documents.search._tokenizer import register_tokenizers
 from documents.utils import IterWrapper
 from documents.utils import identity
 
 if TYPE_CHECKING:
+    from collections.abc import Iterator
+    from collections.abc import Sequence
     from pathlib import Path
 
     from django.contrib.auth.models import AbstractUser
@@ -51,9 +56,6 @@ _LOCK_RETRY_ATTEMPTS: Final[int] = 4  # total attempts (1 initial + 3 retries)
 _LOCK_BACKOFF_BASE: Final[float] = 1.0  # seconds
 _LOCK_BACKOFF_CAP: Final[float] = 10.0  # seconds
 
-_WORD_RE = regex.compile(r"\w+")
-_AUTOCOMPLETE_REGEX_TIMEOUT = 1.0  # seconds; guards against ReDoS on untrusted content
-
 T = TypeVar("T")
 
 
@@ -66,25 +68,16 @@ class SearchMode(StrEnum):
 def _extract_autocomplete_words(text_sources: list[str]) -> set[str]:
     """Extract and normalize words for autocomplete.
 
-    Splits on non-word characters (matching Tantivy's simple tokenizer), lowercases,
-    and ascii-folds each token. Uses the regex library with a timeout to guard against
-    ReDoS on untrusted document content.
+    Tokenizes with Tantivy's simple analyzer (simple -> lowercase -> ascii_fold)
+    so the extracted words match how document content is indexed, and runs the
+    whole pass in Rust. This replaces a Python regex scan plus per-token folding,
+    which dominated full-reindex CPU time. Tokenizing natively also removes the
+    ReDoS exposure of running a regex over untrusted content.
     """
     words = set()
     for text in text_sources:
-        if not text:
-            continue
-        try:
-            tokens = _WORD_RE.findall(text, timeout=_AUTOCOMPLETE_REGEX_TIMEOUT)
-        except TimeoutError:  # pragma: no cover
-            logger.warning(
-                "Autocomplete word extraction timed out for a text source; skipping.",
-            )
-            continue
-        for token in tokens:
-            normalized = ascii_fold(token.lower())
-            if normalized:
-                words.add(normalized)
+        if text:
+            words.update(autocomplete_tokens(text))
     return words
 
 
@@ -387,6 +380,7 @@ class TantivyBackend:
         self,
         document: Document,
         effective_content: str | None = None,
+        viewer_ids: list[int] | None = None,
     ) -> tantivy.Document:
         """Build a tantivy Document from a Django Document instance.
 
@@ -405,10 +399,14 @@ class TantivyBackend:
         doc.add_text("title", document.title)
         doc.add_text("title_sort", document.title)
         doc.add_text("simple_title", document.title)
-        doc.add_text("bigram_title", document.title)
         doc.add_text("content", content)
-        doc.add_text("bigram_content", content)
         doc.add_text("simple_content", content)
+        # Bigram (character-ngram) fields exist for CJK substring search,
+        # no need to bloat the bigram index with latin characters.
+        if cjk_title := extract_cjk_text(document.title):
+            doc.add_text("bigram_title", cjk_title)
+        if content and (cjk_content := extract_cjk_text(content)):
+            doc.add_text("bigram_content", cjk_content)
 
         # Original filename - only add if not None/empty
         if document.original_filename:
@@ -418,14 +416,16 @@ class TantivyBackend:
         if document.correspondent:
             doc.add_text("correspondent", document.correspondent.name)
             doc.add_text("correspondent_sort", document.correspondent.name)
-            doc.add_text("bigram_correspondent", document.correspondent.name)
+            if cjk_corr := extract_cjk_text(document.correspondent.name):
+                doc.add_text("bigram_correspondent", cjk_corr)
             doc.add_unsigned("correspondent_id", document.correspondent_id)
 
         # Document type
         if document.document_type:
             doc.add_text("document_type", document.document_type.name)
             doc.add_text("type_sort", document.document_type.name)
-            doc.add_text("bigram_document_type", document.document_type.name)
+            if cjk_type := extract_cjk_text(document.document_type.name):
+                doc.add_text("bigram_document_type", cjk_type)
             doc.add_unsigned("document_type_id", document.document_type_id)
 
         # Storage path
@@ -437,7 +437,8 @@ class TantivyBackend:
         tag_names: list[str] = []
         for tag in document.tags.all():
             doc.add_text("tag", tag.name)
-            doc.add_text("bigram_tag", tag.name)
+            if cjk_tag := extract_cjk_text(tag.name):
+                doc.add_text("bigram_tag", cjk_tag)
             doc.add_unsigned("tag_id", tag.pk)
             tag_names.append(tag.name)
 
@@ -492,12 +493,14 @@ class TantivyBackend:
             doc.add_unsigned("owner_id", document.owner_id)
 
         # Viewers with permission
-        users_with_perms = get_users_with_perms(
-            document,
-            only_with_perms_in=["view_document"],
-        )
-        for user in users_with_perms:
-            doc.add_unsigned("viewer_id", user.pk)
+        if viewer_ids is None:
+            users_with_perms = get_users_with_perms(
+                document,
+                only_with_perms_in=["view_document"],
+            )
+            viewer_ids = [int(u.id) for u in users_with_perms]
+        for viewer_id in viewer_ids:
+            doc.add_unsigned("viewer_id", viewer_id)
 
         # Autocomplete words
         text_sources = [document.title, content]
@@ -912,7 +915,8 @@ class TantivyBackend:
     def rebuild(
         self,
         documents: QuerySet[Document],
-        iter_wrapper: IterWrapper[Document] = identity,
+        iter_wrapper: IterWrapper[tuple[Document, list[int]]] = identity,
+        writer_heap_bytes: int = 512_000_000,
     ) -> None:
         """
         Rebuild the entire search index from scratch.
@@ -923,7 +927,12 @@ class TantivyBackend:
         Args:
             documents: QuerySet of Document instances to index
             iter_wrapper: Optional wrapper function for progress tracking
-                (e.g., progress bar). Should yield each document unchanged.
+                (e.g., progress bar). Wraps an iterable of
+                ``(document, viewer_ids)`` pairs and should yield each pair
+                unchanged, advancing one step per document.
+            writer_heap_bytes: Tantivy writer memory budget (split across the
+                writer's threads). Larger values buffer more docs in RAM before
+                flushing a segment, deferring merge work; they do not avoid it.
         """
         # Create new index (on-disk or in-memory)
         if self._path is not None:
@@ -938,13 +947,17 @@ class TantivyBackend:
         old_index, old_schema = self._raw_index, self._raw_schema
         self._raw_index = new_index
         self._raw_schema = new_index.schema
-
+        # Stream documents one-by-one (so the progress bar advances per
+        # document) while fetching viewer permissions one SQL query per chunk.
+        # The stream is Sized, so iter_wrapper can still discover the total.
+        documents_stream = _DocumentViewerStream(documents, chunk_size=1000)
         try:
-            writer = new_index.writer()
-            for document in iter_wrapper(documents):
+            writer = new_index.writer(heap_size=writer_heap_bytes)
+            for document, viewer_ids in iter_wrapper(documents_stream):
                 doc = self._build_tantivy_doc(
                     document,
                     document.get_effective_content(),
+                    viewer_ids=viewer_ids,
                 )
                 writer.add_document(doc)
             writer.commit()
@@ -959,6 +972,97 @@ class TantivyBackend:
             raise
 
 
+def chunked(iterable, size):
+    iterator = iter(iterable)
+    while chunk := list(islice(iterator, size)):
+        yield chunk
+
+
+class _DocumentViewerStream:
+    """Yield (document, viewer_ids) pairs while batch-loading viewer ids.
+
+    Viewer permissions are fetched one SQL query per chunk (see
+    ``_bulk_get_viewer_ids``), but documents are yielded individually so a
+    progress bar wrapped around this stream advances per document rather than
+    jumping a whole chunk at a time. ``__len__`` lets the progress helper still
+    discover the total (it inspects ``QuerySet``/``Sized``).
+
+    The viewer ids travel with each document in the yielded pair rather than
+    through a separate mutable attribute, so the pairing survives regardless
+    of how ``iter_wrapper`` consumes the stream (buffering, batching, etc.) —
+    there is no reliance on the caller advancing this generator in lock-step.
+    """
+
+    def __init__(self, documents: QuerySet[Document], *, chunk_size: int) -> None:
+        self._documents = documents
+        self._chunk_size = chunk_size
+
+    def __len__(self) -> int:
+        return self._documents.count()
+
+    def __iter__(self) -> Iterator[tuple[Document, list[int]]]:
+        # iterator(chunk_size=…) streams from a server-side cursor instead of
+        # materialising the whole queryset in memory; since Django 4.1 it still
+        # honours prefetch_related, running the prefetches one batch at a time.
+        documents = self._documents.iterator(chunk_size=self._chunk_size)
+        for chunk in chunked(documents, self._chunk_size):
+            viewer_ids_by_pk = _bulk_get_viewer_ids([doc.pk for doc in chunk])
+            for doc in chunk:
+                yield doc, viewer_ids_by_pk.get(doc.pk, [])
+
+
+def _bulk_get_viewer_ids(doc_pks: Sequence[int]) -> dict[int, list[int]]:
+    """Fetch all view_document permissions for a batch of documents in one query.
+
+    Mirrors get_users_with_perms(doc, only_with_perms_in=["view_document"])
+    (with_group_users defaults to True there): a user counts as a viewer if
+    they hold the permission directly, OR via membership in a group that
+    holds the permission. Missing the group case would silently drop search
+    access for group-only viewers.
+    """
+    from collections import defaultdict
+
+    from guardian.models import GroupObjectPermission
+    from guardian.models import UserObjectPermission
+
+    from documents.models import Document
+
+    # get_for_model is cached by Django, so this costs at most one query total.
+    ct = ContentType.objects.get_for_model(Document)
+    str_pks = [str(pk) for pk in doc_pks]
+
+    viewer_map: dict[int, set[int]] = defaultdict(set)
+
+    # Fold the permission lookup into the query via a join on codename instead
+    # of a separate Permission.objects.get(), which would otherwise run once per
+    # chunk during a full reindex.
+    user_qs = UserObjectPermission.objects.filter(
+        content_type=ct,
+        permission__content_type=ct,
+        permission__codename="view_document",
+        object_pk__in=str_pks,
+    ).values_list("object_pk", "user_id")
+    for object_pk, user_id in user_qs:
+        viewer_map[int(object_pk)].add(user_id)
+
+    # User.groups has related_query_name="user", so group__user__id joins
+    # through the group membership m2m to the member users' ids in the same
+    # single-query fashion as user_qs above (values_list compiles to one SQL
+    # JOIN; no per-row Python-side lookups follow, so select_related /
+    # prefetch_related do not apply here).
+    group_qs = GroupObjectPermission.objects.filter(
+        content_type=ct,
+        permission__content_type=ct,
+        permission__codename="view_document",
+        object_pk__in=str_pks,
+    ).values_list("object_pk", "group__user__id")
+    for object_pk, user_id in group_qs:
+        if user_id is not None:
+            viewer_map[int(object_pk)].add(user_id)
+
+    return {object_pk: list(user_ids) for object_pk, user_ids in viewer_map.items()}
+
+
 # Module-level singleton with proper thread safety
 _backend: TantivyBackend | None = None
 _backend_path: Path | None = None  # tracks which INDEX_DIR the singleton uses
diff --git a/src/documents/search/_query.py b/src/documents/search/_query.py
index 749098447..534f32ad2 100644
--- a/src/documents/search/_query.py
+++ b/src/documents/search/_query.py
@@ -40,6 +40,17 @@ def _has_cjk(text: str) -> bool:
     return bool(_CJK_RE.search(text))
 
 
+def extract_cjk_text(text: str) -> str:
+    """Join the CJK runs in ``text`` for indexing into bigram (char-ngram) fields.
+
+    Mirrors the query side (``_build_cjk_query``): only CJK runs are ever searched
+    against the bigram fields, so only CJK runs are worth indexing there. Latin
+    text fed to a character-bigram field is never matched and only bloats the
+    index and slows indexing/merge. Returns "" when there is no CJK text.
+    """
+    return " ".join(_CJK_RE.findall(text))
+
+
 def _build_cjk_query(
     index: tantivy.Index,
     raw_query: str,
diff --git a/src/documents/search/_tokenizer.py b/src/documents/search/_tokenizer.py
index 6879a66af..c84dd9093 100644
--- a/src/documents/search/_tokenizer.py
+++ b/src/documents/search/_tokenizer.py
@@ -154,6 +154,23 @@ def simple_search_tokens(text: str) -> list[str]:
     return _SIMPLE_SEARCH_ANALYZER.analyze(text)
 
 
+# Autocomplete word extraction: tokenize -> lowercase -> ascii_fold in a single
+# Rust pass. Uses the simple tokenizer so extracted words match how document
+# content is actually indexed (the content tokenizer _paperless_text also uses
+# simple()), replacing a Python regex scan plus per-token folding.
+_AUTOCOMPLETE_ANALYZER: Final = (
+    tantivy.TextAnalyzerBuilder(tantivy.Tokenizer.simple())
+    .filter(tantivy.Filter.lowercase())
+    .filter(tantivy.Filter.ascii_fold())
+    .build()
+)
+
+
+def autocomplete_tokens(text: str) -> list[str]:
+    """Tokenize text into normalized autocomplete words (lowercased, ascii-folded)."""
+    return _AUTOCOMPLETE_ANALYZER.analyze(text)
+
+
 def ascii_fold(text: str) -> str:
     """Fold text to ASCII using the same mapping as the content tokenizers.
 
diff --git a/src/documents/tests/search/test_backend.py b/src/documents/tests/search/test_backend.py
index 5c804439b..f92f46700 100644
--- a/src/documents/tests/search/test_backend.py
+++ b/src/documents/tests/search/test_backend.py
@@ -1,5 +1,7 @@
 import pytest
+from django.contrib.auth.models import Group
 from django.contrib.auth.models import User
+from guardian.shortcuts import assign_perm
 from pytest_mock import MockerFixture
 
 from documents.models import CustomField
@@ -15,6 +17,7 @@ from documents.tests.factories import CorrespondentFactory
 from documents.tests.factories import DocumentFactory
 from documents.tests.factories import DocumentTypeFactory
 from documents.tests.factories import TagFactory
+from documents.tests.factories import UserFactory
 
 pytestmark = [pytest.mark.search, pytest.mark.django_db]
 
@@ -561,18 +564,48 @@ class TestRebuild:
     """Test index rebuilding functionality."""
 
     def test_with_iter_wrapper_called(self, backend: TantivyBackend) -> None:
-        """Index rebuild must pass documents through iter_wrapper for progress tracking."""
+        """Index rebuild must pass (document, viewer_ids) pairs through iter_wrapper."""
         seen = []
 
-        def wrapper(docs):
-            for doc in docs:
+        def wrapper(pairs):
+            for doc, viewer_ids in pairs:
                 seen.append(doc.pk)
-                yield doc
+                yield doc, viewer_ids
 
         Document.objects.create(title="Tracked", content="x", checksum="TW1", pk=30)
         backend.rebuild(Document.objects.all(), iter_wrapper=wrapper)
         assert 30 in seen
 
+    def test_includes_group_granted_viewers(self, backend: TantivyBackend) -> None:
+        """Rebuild must index viewer ids for group-only grants, not just direct ones.
+
+        The batched viewer-id lookup used during rebuild() must mirror
+        get_users_with_perms(with_group_users=True), which is the default
+        used by the non-batched per-document indexing path. Without it, a
+        user who can only see a document via group membership would lose
+        search access to it after any full reindex.
+        """
+        owner = UserFactory()
+        group_member = UserFactory()
+        group = Group.objects.create(name="viewers")
+        group_member.groups.add(group)
+
+        doc = DocumentFactory(
+            title="Group shared doc",
+            content="group secret keyword",
+            owner=owner,
+        )
+        assign_perm("view_document", group, doc)
+
+        backend.rebuild(Document.objects.all())
+
+        ids = backend.search_ids(
+            "group secret",
+            user=group_member,
+            search_mode=SearchMode.QUERY,
+        )
+        assert ids == [doc.pk]
+
 
 class TestAutocomplete:
     """Test autocomplete functionality."""
diff --git a/src/documents/tests/test_api_filter_by_custom_fields.py b/src/documents/tests/test_api_filter_by_custom_fields.py
index 4388d6ec5..396b07b72 100644
--- a/src/documents/tests/test_api_filter_by_custom_fields.py
+++ b/src/documents/tests/test_api_filter_by_custom_fields.py
@@ -138,7 +138,7 @@ class TestCustomFieldsSearch(DirectoriesMixin, APITestCase):
         title = str(kwargs)
         document = Document.objects.create(
             title=title,
-            checksum=title,
+            checksum=title[:64],
             archive_serial_number=len(self.documents) + 1,
         )
         data = {
diff --git a/src/documents/tests/test_management.py b/src/documents/tests/test_management.py
index 276da942d..aa6befb9b 100644
--- a/src/documents/tests/test_management.py
+++ b/src/documents/tests/test_management.py
@@ -176,6 +176,35 @@ class TestMakeIndex:
         call_command("document_index", "reindex", if_needed=True, skip_checks=True)
         mock_get_backend.return_value.rebuild.assert_called_once()
 
+    def test_reindex_default_heap_size_not_overridden(
+        self,
+        mocker: MockerFixture,
+    ) -> None:
+        """Without --heap-size-mb, rebuild must use its own default heap size."""
+        mock_get_backend = mocker.patch(
+            "documents.management.commands.document_index.get_backend",
+        )
+        call_command("document_index", "reindex", skip_checks=True)
+        _, kwargs = mock_get_backend.return_value.rebuild.call_args
+        assert "writer_heap_bytes" not in kwargs
+
+    def test_reindex_heap_size_mb_passed_to_rebuild(
+        self,
+        mocker: MockerFixture,
+    ) -> None:
+        """--heap-size-mb must convert to bytes and pass through to rebuild."""
+        mock_get_backend = mocker.patch(
+            "documents.management.commands.document_index.get_backend",
+        )
+        call_command(
+            "document_index",
+            "reindex",
+            heap_size_mb=128,
+            skip_checks=True,
+        )
+        _, kwargs = mock_get_backend.return_value.rebuild.call_args
+        assert kwargs["writer_heap_bytes"] == 128_000_000
+
 
 @pytest.mark.management
 class TestRenamer(DirectoriesMixin, FileSystemAssertsMixin, TestCase):
diff --git a/uv.lock b/uv.lock
index 5833bced2..1fa082425 100644
--- a/uv.lock
+++ b/uv.lock
@@ -158,6 +158,15 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/26/99/fc813cd978842c26c82534010ea849eee9ab3a13ea2b74e95cb9c99e747b/amqp-5.3.1-py3-none-any.whl", hash = "sha256:43b3319e1b4e7d1251833a93d672b4af1e40f3d632d479b98661a95f117880a2", size = 50944, upload-time = "2024-11-12T19:55:41.782Z" },
 ]
 
+[[package]]
+name = "annotated-doc"
+version = "0.0.4"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/57/ba/046ceea27344560984e26a590f90bc7f4a75b06701f653222458922b558c/annotated_doc-0.0.4.tar.gz", hash = "sha256:fbcda96e87e9c92ad167c2e53839e57503ecfda18804ea28102353485033faa4", size = 7288, upload-time = "2025-11-10T22:07:42.062Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/1e/d3/26bf1008eb3d2daa8ef4cacc7f3bfdc11818d111f7e2d0201bc6e3b49d45/annotated_doc-0.0.4-py3-none-any.whl", hash = "sha256:571ac1dc6991c450b25a9c2d84a3705e2ae7a53467b5d111c24fa8baabbed320", size = 5303, upload-time = "2025-11-10T22:07:40.673Z" },
+]
+
 [[package]]
 name = "annotated-types"
 version = "0.7.0"
@@ -310,14 +319,14 @@ wheels = [
 
 [[package]]
 name = "bleach"
-version = "6.3.0"
+version = "6.4.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "webencodings", marker = "sys_platform == 'darwin' or sys_platform == 'linux'" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/07/18/3c8523962314be6bf4c8989c79ad9531c825210dd13a8669f6b84336e8bd/bleach-6.3.0.tar.gz", hash = "sha256:6f3b91b1c0a02bb9a78b5a454c92506aa0fdf197e1d5e114d2e00c6f64306d22", size = 203533, upload-time = "2025-10-27T17:57:39.211Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/48/3c/e12ac860709702bd5ebeb9b56a4fe334f1001246ee1b8f2b7ee28912df7d/bleach-6.4.0.tar.gz", hash = "sha256:4202482733d85cedd04e59fcb2f89f4e4c7c385a78d3c3c23c30446843a37452", size = 204857, upload-time = "2026-06-05T13:01:13.734Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/cd/3a/577b549de0cc09d95f11087ee63c739bba856cd3952697eec4c4bb91350a/bleach-6.3.0-py3-none-any.whl", hash = "sha256:fe10ec77c93ddf3d13a73b035abaac7a9f5e436513864ccdad516693213c65d6", size = 164437, upload-time = "2025-10-27T17:57:37.538Z" },
+    { url = "https://files.pythonhosted.org/packages/58/9d/40b6267367182187139a4000b82a3b287d84d745bccd808e75d916920e9d/bleach-6.4.0-py3-none-any.whl", hash = "sha256:4b6b6a54fff2e69a3dde9d21cc6301220bee3c3cb792187d11403fd795031081", size = 165109, upload-time = "2026-06-05T13:01:12.504Z" },
 ]
 
 [[package]]
@@ -581,11 +590,11 @@ wheels = [
 
 [[package]]
 name = "click"
-version = "8.3.1"
+version = "8.4.2"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/3d/fa/656b739db8587d7b5dfa22e22ed02566950fbfbcdc20311993483657a5c0/click-8.3.1.tar.gz", hash = "sha256:12ff4785d337a1bb490bb7e9c2b1ee5da3112e94a8622f26a6c77f5d2fc6842a", size = 295065, upload-time = "2025-11-15T20:45:42.706Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/76/d4/81420972a676e8ffea40450d8c8c92943e7218a78fe9b64359836cc9876b/click-8.4.2.tar.gz", hash = "sha256:9a6cea6e60b17ebe0a44c5cc636d94f09bd66142c1cd7d8b4cd731c4917a15f6", size = 338000, upload-time = "2026-06-24T17:45:15.148Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/98/78/01c019cdb5d6498122777c1a43056ebb3ebfeef2076d9d026bfe15583b2b/click-8.3.1-py3-none-any.whl", hash = "sha256:981153a64e25f12d547d3426c367a4857371575ee7ad18df2a6183ab0545b2a6", size = 108274, upload-time = "2025-11-15T20:45:41.139Z" },
+    { url = "https://files.pythonhosted.org/packages/fb/e2/79c688af8b210d232694e31e59da9f6ec747bae31c3f5946e4e9b98860d5/click-8.4.2-py3-none-any.whl", hash = "sha256:e6f9f66136c816745b9d65817da91d61d957fb16e02e4dcd0552553c5a197b76", size = 119243, upload-time = "2026-06-24T17:45:13.73Z" },
 ]
 
 [[package]]
@@ -783,16 +792,16 @@ wheels = [
 
 [[package]]
 name = "daphne"
-version = "4.2.1"
+version = "4.2.2"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "asgiref", marker = "sys_platform == 'darwin' or sys_platform == 'linux'" },
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     { name = "twisted", extra = ["tls"], marker = "sys_platform == 'darwin' or sys_platform == 'linux'" },
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+    { url = "https://files.pythonhosted.org/packages/78/ab/85534d9cbca09f3c10f58fc2093659062280ed5703707c0b41dbca8ec297/daphne-4.2.2-py3-none-any.whl", hash = "sha256:466ba8a7c31c5b758953095b451dbad9dc23e5783c68a3716e5fc7aa5f26d168", size = 29466, upload-time = "2026-06-03T10:53:11.841Z" },
 ]
 
 [[package]]
@@ -885,15 +894,15 @@ wheels = [
 
 [[package]]
 name = "django"
-version = "5.2.14"
+version = "5.2.16"
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+    { url = "https://files.pythonhosted.org/packages/4e/13/1e5e3e4c15dcecb04281b3cb2a46a4670e1cef131068e202f6040df19224/django-5.2.16-py3-none-any.whl", hash = "sha256:04f354bf9d807a86ad1a8392fe3808d362358a8eafc322848e0e43e59b24371d", size = 8311943, upload-time = "2026-07-07T13:52:11.223Z" },
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 [[package]]
@@ -1579,28 +1588,28 @@ wheels = [
 
 [[package]]
 name = "hf-xet"
-version = "1.2.0"
+version = "1.5.1"
 source = { registry = "https://pypi.org/simple" }
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