From 3db5f420564648f36240d836b1e26a9a1405aa4c Mon Sep 17 00:00:00 2001
From: shamoon <4887959+shamoon@users.noreply.github.com>
Date: Fri, 8 May 2026 07:41:13 -0700
Subject: [PATCH] Add as an option

---
 src-ui/src/app/data/paperless-config.ts       |  1 +
 ...tionconfiguration_llm_embedding_backend.py | 28 +++++++++++++++++++
 src/paperless/models.py                       |  1 +
 src/paperless/settings/__init__.py            |  2 +-
 4 files changed, 31 insertions(+), 1 deletion(-)
 create mode 100644 src/paperless/migrations/0010_alter_applicationconfiguration_llm_embedding_backend.py

diff --git a/src-ui/src/app/data/paperless-config.ts b/src-ui/src/app/data/paperless-config.ts
index 2df5cac49..a2fb4f411 100644
--- a/src-ui/src/app/data/paperless-config.ts
+++ b/src-ui/src/app/data/paperless-config.ts
@@ -57,6 +57,7 @@ export const ConfigCategory = {
 export const LLMEmbeddingBackendConfig = {
   OPENAI_LIKE: 'openai-like',
   HUGGINGFACE: 'huggingface',
+  OLLAMA: 'ollama',
 }
 
 export const LLMBackendConfig = {
diff --git a/src/paperless/migrations/0010_alter_applicationconfiguration_llm_embedding_backend.py b/src/paperless/migrations/0010_alter_applicationconfiguration_llm_embedding_backend.py
new file mode 100644
index 000000000..c8d11f7b7
--- /dev/null
+++ b/src/paperless/migrations/0010_alter_applicationconfiguration_llm_embedding_backend.py
@@ -0,0 +1,28 @@
+# Generated by Django 5.2.6 on 2026-05-08 00:00
+
+from django.db import migrations
+from django.db import models
+
+
+class Migration(migrations.Migration):
+    dependencies = [
+        ("paperless", "0009_alter_applicationconfiguration_options"),
+    ]
+
+    operations = [
+        migrations.AlterField(
+            model_name="applicationconfiguration",
+            name="llm_embedding_backend",
+            field=models.CharField(
+                blank=True,
+                choices=[
+                    ("openai-like", "OpenAI-compatible"),
+                    ("huggingface", "Huggingface"),
+                    ("ollama", "Ollama"),
+                ],
+                max_length=128,
+                null=True,
+                verbose_name="Sets the LLM embedding backend",
+            ),
+        ),
+    ]
diff --git a/src/paperless/models.py b/src/paperless/models.py
index 91ab4a496..1cd8cc513 100644
--- a/src/paperless/models.py
+++ b/src/paperless/models.py
@@ -77,6 +77,7 @@ class ColorConvertChoices(models.TextChoices):
 class LLMEmbeddingBackend(models.TextChoices):
     OPENAI_LIKE = ("openai-like", _("OpenAI-compatible"))
     HUGGINGFACE = ("huggingface", _("Huggingface"))
+    OLLAMA = ("ollama", _("Ollama"))
 
 
 class LLMBackend(models.TextChoices):
diff --git a/src/paperless/settings/__init__.py b/src/paperless/settings/__init__.py
index d82694dd8..47ee44bac 100644
--- a/src/paperless/settings/__init__.py
+++ b/src/paperless/settings/__init__.py
@@ -1178,7 +1178,7 @@ REMOTE_OCR_ENDPOINT = os.getenv("PAPERLESS_REMOTE_OCR_ENDPOINT")
 AI_ENABLED = get_bool_from_env("PAPERLESS_AI_ENABLED", "NO")
 LLM_EMBEDDING_BACKEND = os.getenv(
     "PAPERLESS_AI_LLM_EMBEDDING_BACKEND",
-)  # "huggingface" or "openai-like"
+)  # "huggingface", "openai-like", or "ollama"
 LLM_EMBEDDING_MODEL = os.getenv("PAPERLESS_AI_LLM_EMBEDDING_MODEL")
 LLM_BACKEND = os.getenv("PAPERLESS_AI_LLM_BACKEND")  # "ollama" or "openai-like"
 LLM_MODEL = os.getenv("PAPERLESS_AI_LLM_MODEL")