diff --git a/backend/apps/rag/main.py b/backend/apps/rag/main.py
index 058c05015..faebe95fb 100644
--- a/backend/apps/rag/main.py
+++ b/backend/apps/rag/main.py
@@ -78,6 +78,7 @@ from utils.misc import (
from utils.utils import get_current_user, get_admin_user
from config import (
+ AppConfig,
ENV,
SRC_LOG_LEVELS,
UPLOAD_DIR,
@@ -114,7 +115,7 @@ from config import (
SERPER_API_KEY,
RAG_WEB_SEARCH_RESULT_COUNT,
RAG_WEB_SEARCH_CONCURRENT_REQUESTS,
- AppConfig,
+ RAG_EMBEDDING_OPENAI_BATCH_SIZE,
)
from constants import ERROR_MESSAGES
@@ -139,6 +140,7 @@ app.state.config.CHUNK_OVERLAP = CHUNK_OVERLAP
app.state.config.RAG_EMBEDDING_ENGINE = RAG_EMBEDDING_ENGINE
app.state.config.RAG_EMBEDDING_MODEL = RAG_EMBEDDING_MODEL
+app.state.config.RAG_EMBEDDING_OPENAI_BATCH_SIZE = RAG_EMBEDDING_OPENAI_BATCH_SIZE
app.state.config.RAG_RERANKING_MODEL = RAG_RERANKING_MODEL
app.state.config.RAG_TEMPLATE = RAG_TEMPLATE
@@ -212,6 +214,7 @@ app.state.EMBEDDING_FUNCTION = get_embedding_function(
app.state.sentence_transformer_ef,
app.state.config.OPENAI_API_KEY,
app.state.config.OPENAI_API_BASE_URL,
+ app.state.config.RAG_EMBEDDING_OPENAI_BATCH_SIZE,
)
origins = ["*"]
@@ -248,6 +251,7 @@ async def get_status():
"embedding_engine": app.state.config.RAG_EMBEDDING_ENGINE,
"embedding_model": app.state.config.RAG_EMBEDDING_MODEL,
"reranking_model": app.state.config.RAG_RERANKING_MODEL,
+ "openai_batch_size": app.state.config.RAG_EMBEDDING_OPENAI_BATCH_SIZE,
}
@@ -260,6 +264,7 @@ async def get_embedding_config(user=Depends(get_admin_user)):
"openai_config": {
"url": app.state.config.OPENAI_API_BASE_URL,
"key": app.state.config.OPENAI_API_KEY,
+ "batch_size": app.state.config.RAG_EMBEDDING_OPENAI_BATCH_SIZE,
},
}
@@ -275,6 +280,7 @@ async def get_reraanking_config(user=Depends(get_admin_user)):
class OpenAIConfigForm(BaseModel):
url: str
key: str
+ batch_size: Optional[int] = None
class EmbeddingModelUpdateForm(BaseModel):
@@ -295,9 +301,14 @@ async def update_embedding_config(
app.state.config.RAG_EMBEDDING_MODEL = form_data.embedding_model
if app.state.config.RAG_EMBEDDING_ENGINE in ["ollama", "openai"]:
- if form_data.openai_config != None:
+ if form_data.openai_config is not None:
app.state.config.OPENAI_API_BASE_URL = form_data.openai_config.url
app.state.config.OPENAI_API_KEY = form_data.openai_config.key
+ app.state.config.RAG_EMBEDDING_OPENAI_BATCH_SIZE = (
+ form_data.openai_config.batch_size
+ if form_data.openai_config.batch_size
+ else 1
+ )
update_embedding_model(app.state.config.RAG_EMBEDDING_MODEL)
@@ -307,6 +318,7 @@ async def update_embedding_config(
app.state.sentence_transformer_ef,
app.state.config.OPENAI_API_KEY,
app.state.config.OPENAI_API_BASE_URL,
+ app.state.config.RAG_EMBEDDING_OPENAI_BATCH_SIZE,
)
return {
@@ -316,6 +328,7 @@ async def update_embedding_config(
"openai_config": {
"url": app.state.config.OPENAI_API_BASE_URL,
"key": app.state.config.OPENAI_API_KEY,
+ "batch_size": app.state.config.RAG_EMBEDDING_OPENAI_BATCH_SIZE,
},
}
except Exception as e:
@@ -881,6 +894,7 @@ def store_docs_in_vector_db(docs, collection_name, overwrite: bool = False) -> b
app.state.sentence_transformer_ef,
app.state.config.OPENAI_API_KEY,
app.state.config.OPENAI_API_BASE_URL,
+ app.state.config.RAG_EMBEDDING_OPENAI_BATCH_SIZE,
)
embedding_texts = list(map(lambda x: x.replace("\n", " "), texts))
diff --git a/backend/apps/rag/utils.py b/backend/apps/rag/utils.py
index 6a0a07429..ac52dc3d8 100644
--- a/backend/apps/rag/utils.py
+++ b/backend/apps/rag/utils.py
@@ -2,7 +2,7 @@ import os
import logging
import requests
-from typing import List
+from typing import List, Union
from apps.ollama.main import (
generate_ollama_embeddings,
@@ -21,17 +21,7 @@ from langchain.retrievers import (
from typing import Optional
-from config import (
- SRC_LOG_LEVELS,
- CHROMA_CLIENT,
- SEARXNG_QUERY_URL,
- GOOGLE_PSE_API_KEY,
- GOOGLE_PSE_ENGINE_ID,
- BRAVE_SEARCH_API_KEY,
- SERPSTACK_API_KEY,
- SERPSTACK_HTTPS,
- SERPER_API_KEY,
-)
+from config import SRC_LOG_LEVELS, CHROMA_CLIENT
log = logging.getLogger(__name__)
log.setLevel(SRC_LOG_LEVELS["RAG"])
@@ -209,6 +199,7 @@ def get_embedding_function(
embedding_function,
openai_key,
openai_url,
+ batch_size,
):
if embedding_engine == "":
return lambda query: embedding_function.encode(query).tolist()
@@ -232,7 +223,13 @@ def get_embedding_function(
def generate_multiple(query, f):
if isinstance(query, list):
- return [f(q) for q in query]
+ if embedding_engine == "openai":
+ embeddings = []
+ for i in range(0, len(query), batch_size):
+ embeddings.extend(f(query[i : i + batch_size]))
+ return embeddings
+ else:
+ return [f(q) for q in query]
else:
return f(query)
@@ -413,8 +410,22 @@ def get_model_path(model: str, update_model: bool = False):
def generate_openai_embeddings(
- model: str, text: str, key: str, url: str = "https://api.openai.com/v1"
+ model: str,
+ text: Union[str, list[str]],
+ key: str,
+ url: str = "https://api.openai.com/v1",
):
+ if isinstance(text, list):
+ embeddings = generate_openai_batch_embeddings(model, text, key, url)
+ else:
+ embeddings = generate_openai_batch_embeddings(model, [text], key, url)
+
+ return embeddings[0] if isinstance(text, str) else embeddings
+
+
+def generate_openai_batch_embeddings(
+ model: str, texts: list[str], key: str, url: str = "https://api.openai.com/v1"
+) -> Optional[list[list[float]]]:
try:
r = requests.post(
f"{url}/embeddings",
@@ -422,12 +433,12 @@ def generate_openai_embeddings(
"Content-Type": "application/json",
"Authorization": f"Bearer {key}",
},
- json={"input": text, "model": model},
+ json={"input": texts, "model": model},
)
r.raise_for_status()
data = r.json()
if "data" in data:
- return data["data"][0]["embedding"]
+ return [elem["embedding"] for elem in data["data"]]
else:
raise "Something went wrong :/"
except Exception as e:
diff --git a/backend/config.py b/backend/config.py
index 286a80b92..7c073f68f 100644
--- a/backend/config.py
+++ b/backend/config.py
@@ -683,6 +683,12 @@ RAG_EMBEDDING_MODEL_TRUST_REMOTE_CODE = (
os.environ.get("RAG_EMBEDDING_MODEL_TRUST_REMOTE_CODE", "").lower() == "true"
)
+RAG_EMBEDDING_OPENAI_BATCH_SIZE = PersistentConfig(
+ "RAG_EMBEDDING_OPENAI_BATCH_SIZE",
+ "rag.embedding_openai_batch_size",
+ os.environ.get("RAG_EMBEDDING_OPENAI_BATCH_SIZE", 1),
+)
+
RAG_RERANKING_MODEL = PersistentConfig(
"RAG_RERANKING_MODEL",
"rag.reranking_model",
diff --git a/src/lib/apis/rag/index.ts b/src/lib/apis/rag/index.ts
index f75882d44..d12782ad2 100644
--- a/src/lib/apis/rag/index.ts
+++ b/src/lib/apis/rag/index.ts
@@ -415,6 +415,7 @@ export const getEmbeddingConfig = async (token: string) => {
type OpenAIConfigForm = {
key: string;
url: string;
+ batch_size: number;
};
type EmbeddingModelUpdateForm = {
diff --git a/src/lib/components/documents/Settings/General.svelte b/src/lib/components/documents/Settings/General.svelte
index 02e0754c2..da648bbec 100644
--- a/src/lib/components/documents/Settings/General.svelte
+++ b/src/lib/components/documents/Settings/General.svelte
@@ -31,6 +31,7 @@
let OpenAIKey = '';
let OpenAIUrl = '';
+ let OpenAIBatchSize = 1;
let querySettings = {
template: '',
@@ -92,7 +93,8 @@
? {
openai_config: {
key: OpenAIKey,
- url: OpenAIUrl
+ url: OpenAIUrl,
+ batch_size: OpenAIBatchSize
}
}
: {})
@@ -159,6 +161,7 @@
OpenAIKey = embeddingConfig.openai_config.key;
OpenAIUrl = embeddingConfig.openai_config.url;
+ OpenAIBatchSize = embeddingConfig.openai_config.batch_size ?? 1;
}
};
@@ -282,6 +285,30 @@
required
/>
+
+
{$i18n.t('Embedding Batch Size')}
+
+
+
+
+
+
+
diff --git a/src/lib/i18n/locales/ar-BH/translation.json b/src/lib/i18n/locales/ar-BH/translation.json
index 813b605ef..cae25b886 100644
--- a/src/lib/i18n/locales/ar-BH/translation.json
+++ b/src/lib/i18n/locales/ar-BH/translation.json
@@ -170,6 +170,7 @@
"Edit Doc": "تعديل الملف",
"Edit User": "تعديل المستخدم",
"Email": "البريد",
+ "Embedding Batch Size": "",
"Embedding Model": "نموذج التضمين",
"Embedding Model Engine": "تضمين محرك النموذج",
"Embedding model set to \"{{embedding_model}}\"": "تم تعيين نموذج التضمين على \"{{embedding_model}}\"",
diff --git a/src/lib/i18n/locales/bg-BG/translation.json b/src/lib/i18n/locales/bg-BG/translation.json
index fb8b885b8..1a90a4a2a 100644
--- a/src/lib/i18n/locales/bg-BG/translation.json
+++ b/src/lib/i18n/locales/bg-BG/translation.json
@@ -170,6 +170,7 @@
"Edit Doc": "Редактиране на документ",
"Edit User": "Редактиране на потребител",
"Email": "Имейл",
+ "Embedding Batch Size": "",
"Embedding Model": "Модел за вграждане",
"Embedding Model Engine": "Модел за вграждане",
"Embedding model set to \"{{embedding_model}}\"": "Модел за вграждане е настроен на \"{{embedding_model}}\"",
diff --git a/src/lib/i18n/locales/bn-BD/translation.json b/src/lib/i18n/locales/bn-BD/translation.json
index 8f7fe1533..567d1030d 100644
--- a/src/lib/i18n/locales/bn-BD/translation.json
+++ b/src/lib/i18n/locales/bn-BD/translation.json
@@ -170,6 +170,7 @@
"Edit Doc": "ডকুমেন্ট এডিট করুন",
"Edit User": "ইউজার এডিট করুন",
"Email": "ইমেইল",
+ "Embedding Batch Size": "",
"Embedding Model": "ইমেজ ইমেবডিং মডেল",
"Embedding Model Engine": "ইমেজ ইমেবডিং মডেল ইঞ্জিন",
"Embedding model set to \"{{embedding_model}}\"": "ইমেজ ইমেবডিং মডেল সেট করা হয়েছে - \"{{embedding_model}}\"",
diff --git a/src/lib/i18n/locales/ca-ES/translation.json b/src/lib/i18n/locales/ca-ES/translation.json
index 953073024..bf834c095 100644
--- a/src/lib/i18n/locales/ca-ES/translation.json
+++ b/src/lib/i18n/locales/ca-ES/translation.json
@@ -170,6 +170,7 @@
"Edit Doc": "Edita Document",
"Edit User": "Edita Usuari",
"Email": "Correu electrònic",
+ "Embedding Batch Size": "",
"Embedding Model": "Model d'embutiment",
"Embedding Model Engine": "Motor de model d'embutiment",
"Embedding model set to \"{{embedding_model}}\"": "Model d'embutiment configurat a \"{{embedding_model}}\"",
diff --git a/src/lib/i18n/locales/ceb-PH/translation.json b/src/lib/i18n/locales/ceb-PH/translation.json
index 7b8cbe1e9..d406e94e8 100644
--- a/src/lib/i18n/locales/ceb-PH/translation.json
+++ b/src/lib/i18n/locales/ceb-PH/translation.json
@@ -170,6 +170,7 @@
"Edit Doc": "I-edit ang dokumento",
"Edit User": "I-edit ang tiggamit",
"Email": "E-mail",
+ "Embedding Batch Size": "",
"Embedding Model": "",
"Embedding Model Engine": "",
"Embedding model set to \"{{embedding_model}}\"": "",
diff --git a/src/lib/i18n/locales/de-DE/translation.json b/src/lib/i18n/locales/de-DE/translation.json
index 7a53910e4..53fc191e7 100644
--- a/src/lib/i18n/locales/de-DE/translation.json
+++ b/src/lib/i18n/locales/de-DE/translation.json
@@ -170,6 +170,7 @@
"Edit Doc": "Dokument bearbeiten",
"Edit User": "Benutzer bearbeiten",
"Email": "E-Mail",
+ "Embedding Batch Size": "",
"Embedding Model": "Embedding-Modell",
"Embedding Model Engine": "Embedding-Modell-Engine",
"Embedding model set to \"{{embedding_model}}\"": "Embedding-Modell auf \"{{embedding_model}}\" gesetzt",
diff --git a/src/lib/i18n/locales/dg-DG/translation.json b/src/lib/i18n/locales/dg-DG/translation.json
index c732573a0..459bbd513 100644
--- a/src/lib/i18n/locales/dg-DG/translation.json
+++ b/src/lib/i18n/locales/dg-DG/translation.json
@@ -170,6 +170,7 @@
"Edit Doc": "Edit Doge",
"Edit User": "Edit Wowser",
"Email": "Email",
+ "Embedding Batch Size": "",
"Embedding Model": "",
"Embedding Model Engine": "",
"Embedding model set to \"{{embedding_model}}\"": "",
diff --git a/src/lib/i18n/locales/en-GB/translation.json b/src/lib/i18n/locales/en-GB/translation.json
index 1502569a4..3b7852d8e 100644
--- a/src/lib/i18n/locales/en-GB/translation.json
+++ b/src/lib/i18n/locales/en-GB/translation.json
@@ -170,6 +170,7 @@
"Edit Doc": "",
"Edit User": "",
"Email": "",
+ "Embedding Batch Size": "",
"Embedding Model": "",
"Embedding Model Engine": "",
"Embedding model set to \"{{embedding_model}}\"": "",
diff --git a/src/lib/i18n/locales/en-US/translation.json b/src/lib/i18n/locales/en-US/translation.json
index 1502569a4..3b7852d8e 100644
--- a/src/lib/i18n/locales/en-US/translation.json
+++ b/src/lib/i18n/locales/en-US/translation.json
@@ -170,6 +170,7 @@
"Edit Doc": "",
"Edit User": "",
"Email": "",
+ "Embedding Batch Size": "",
"Embedding Model": "",
"Embedding Model Engine": "",
"Embedding model set to \"{{embedding_model}}\"": "",
diff --git a/src/lib/i18n/locales/es-ES/translation.json b/src/lib/i18n/locales/es-ES/translation.json
index e61ecf3d3..53c39be87 100644
--- a/src/lib/i18n/locales/es-ES/translation.json
+++ b/src/lib/i18n/locales/es-ES/translation.json
@@ -170,6 +170,7 @@
"Edit Doc": "Editar Documento",
"Edit User": "Editar Usuario",
"Email": "Email",
+ "Embedding Batch Size": "",
"Embedding Model": "Modelo de Embedding",
"Embedding Model Engine": "Motor de Modelo de Embedding",
"Embedding model set to \"{{embedding_model}}\"": "Modelo de Embedding configurado a \"{{embedding_model}}\"",
diff --git a/src/lib/i18n/locales/fa-IR/translation.json b/src/lib/i18n/locales/fa-IR/translation.json
index 643404565..8b81b0b71 100644
--- a/src/lib/i18n/locales/fa-IR/translation.json
+++ b/src/lib/i18n/locales/fa-IR/translation.json
@@ -170,6 +170,7 @@
"Edit Doc": "ویرایش سند",
"Edit User": "ویرایش کاربر",
"Email": "ایمیل",
+ "Embedding Batch Size": "",
"Embedding Model": "مدل پیدائش",
"Embedding Model Engine": "محرک مدل پیدائش",
"Embedding model set to \"{{embedding_model}}\"": "مدل پیدائش را به \"{{embedding_model}}\" تنظیم کنید",
diff --git a/src/lib/i18n/locales/fi-FI/translation.json b/src/lib/i18n/locales/fi-FI/translation.json
index b53822417..9225bc951 100644
--- a/src/lib/i18n/locales/fi-FI/translation.json
+++ b/src/lib/i18n/locales/fi-FI/translation.json
@@ -170,6 +170,7 @@
"Edit Doc": "Muokkaa asiakirjaa",
"Edit User": "Muokkaa käyttäjää",
"Email": "Sähköposti",
+ "Embedding Batch Size": "",
"Embedding Model": "Upotusmalli",
"Embedding Model Engine": "Upotusmallin moottori",
"Embedding model set to \"{{embedding_model}}\"": "\"{{embedding_model}}\" valittu upotusmalliksi",
diff --git a/src/lib/i18n/locales/fr-CA/translation.json b/src/lib/i18n/locales/fr-CA/translation.json
index 895800555..201107ef8 100644
--- a/src/lib/i18n/locales/fr-CA/translation.json
+++ b/src/lib/i18n/locales/fr-CA/translation.json
@@ -170,6 +170,7 @@
"Edit Doc": "Éditer le document",
"Edit User": "Éditer l'utilisateur",
"Email": "Email",
+ "Embedding Batch Size": "",
"Embedding Model": "Modèle d'embedding",
"Embedding Model Engine": "Moteur du modèle d'embedding",
"Embedding model set to \"{{embedding_model}}\"": "Modèle d'embedding défini sur \"{{embedding_model}}\"",
diff --git a/src/lib/i18n/locales/fr-FR/translation.json b/src/lib/i18n/locales/fr-FR/translation.json
index e8e36b730..186b47639 100644
--- a/src/lib/i18n/locales/fr-FR/translation.json
+++ b/src/lib/i18n/locales/fr-FR/translation.json
@@ -170,6 +170,7 @@
"Edit Doc": "Éditer le document",
"Edit User": "Éditer l'utilisateur",
"Email": "Email",
+ "Embedding Batch Size": "",
"Embedding Model": "Modèle pour l'Embedding",
"Embedding Model Engine": "Moteur du Modèle d'Embedding",
"Embedding model set to \"{{embedding_model}}\"": "Modèle d'embedding défini sur \"{{embedding_model}}\"",
diff --git a/src/lib/i18n/locales/he-IL/translation.json b/src/lib/i18n/locales/he-IL/translation.json
index 32ad5c3a8..1bf780439 100644
--- a/src/lib/i18n/locales/he-IL/translation.json
+++ b/src/lib/i18n/locales/he-IL/translation.json
@@ -170,6 +170,7 @@
"Edit Doc": "ערוך מסמך",
"Edit User": "ערוך משתמש",
"Email": "דוא\"ל",
+ "Embedding Batch Size": "",
"Embedding Model": "מודל הטמעה",
"Embedding Model Engine": "מנוע מודל הטמעה",
"Embedding model set to \"{{embedding_model}}\"": "מודל ההטמעה הוגדר ל-\"{{embedding_model}}\"",
diff --git a/src/lib/i18n/locales/hi-IN/translation.json b/src/lib/i18n/locales/hi-IN/translation.json
index d4e8c2b43..4610f873f 100644
--- a/src/lib/i18n/locales/hi-IN/translation.json
+++ b/src/lib/i18n/locales/hi-IN/translation.json
@@ -170,6 +170,7 @@
"Edit Doc": "दस्तावेज़ संपादित करें",
"Edit User": "यूजर को संपादित करो",
"Email": "ईमेल",
+ "Embedding Batch Size": "",
"Embedding Model": "मॉडेल अनुकूलन",
"Embedding Model Engine": "एंबेडिंग मॉडल इंजन",
"Embedding model set to \"{{embedding_model}}\"": "एम्बेडिंग मॉडल को \"{{embedding_model}}\" पर सेट किया गया",
diff --git a/src/lib/i18n/locales/hr-HR/translation.json b/src/lib/i18n/locales/hr-HR/translation.json
index ea8297376..3356ddad2 100644
--- a/src/lib/i18n/locales/hr-HR/translation.json
+++ b/src/lib/i18n/locales/hr-HR/translation.json
@@ -170,6 +170,7 @@
"Edit Doc": "Uredi dokument",
"Edit User": "Uredi korisnika",
"Email": "Email",
+ "Embedding Batch Size": "",
"Embedding Model": "Embedding model",
"Embedding Model Engine": "Embedding model pogon",
"Embedding model set to \"{{embedding_model}}\"": "Embedding model postavljen na \"{{embedding_model}}\"",
diff --git a/src/lib/i18n/locales/it-IT/translation.json b/src/lib/i18n/locales/it-IT/translation.json
index e1ab9f7d2..c4ff65c6c 100644
--- a/src/lib/i18n/locales/it-IT/translation.json
+++ b/src/lib/i18n/locales/it-IT/translation.json
@@ -170,6 +170,7 @@
"Edit Doc": "Modifica documento",
"Edit User": "Modifica utente",
"Email": "Email",
+ "Embedding Batch Size": "",
"Embedding Model": "Modello di embedding",
"Embedding Model Engine": "Motore del modello di embedding",
"Embedding model set to \"{{embedding_model}}\"": "Modello di embedding impostato su \"{{embedding_model}}\"",
diff --git a/src/lib/i18n/locales/ja-JP/translation.json b/src/lib/i18n/locales/ja-JP/translation.json
index 8319a90e0..c0ab63f5b 100644
--- a/src/lib/i18n/locales/ja-JP/translation.json
+++ b/src/lib/i18n/locales/ja-JP/translation.json
@@ -170,6 +170,7 @@
"Edit Doc": "ドキュメントを編集",
"Edit User": "ユーザーを編集",
"Email": "メールアドレス",
+ "Embedding Batch Size": "",
"Embedding Model": "埋め込みモデル",
"Embedding Model Engine": "埋め込みモデルエンジン",
"Embedding model set to \"{{embedding_model}}\"": "埋め込みモデルを\"{{embedding_model}}\"に設定しました",
diff --git a/src/lib/i18n/locales/ka-GE/translation.json b/src/lib/i18n/locales/ka-GE/translation.json
index 601ab5f3c..9a60a72a1 100644
--- a/src/lib/i18n/locales/ka-GE/translation.json
+++ b/src/lib/i18n/locales/ka-GE/translation.json
@@ -170,6 +170,7 @@
"Edit Doc": "დოკუმენტის ედიტირება",
"Edit User": "მომხმარებლის ედიტირება",
"Email": "ელ-ფოსტა",
+ "Embedding Batch Size": "",
"Embedding Model": "ჩასმის ძირითადი პროგრამა",
"Embedding Model Engine": "ჩასმის ძირითადი პროგრამა",
"Embedding model set to \"{{embedding_model}}\"": "ჩასმის ძირითადი პროგრამა ჩართულია \"{{embedding_model}}\"",
diff --git a/src/lib/i18n/locales/ko-KR/translation.json b/src/lib/i18n/locales/ko-KR/translation.json
index 2ab8a39ae..2aa1e3113 100644
--- a/src/lib/i18n/locales/ko-KR/translation.json
+++ b/src/lib/i18n/locales/ko-KR/translation.json
@@ -170,6 +170,7 @@
"Edit Doc": "문서 편집",
"Edit User": "사용자 편집",
"Email": "이메일",
+ "Embedding Batch Size": "",
"Embedding Model": "임베딩 모델",
"Embedding Model Engine": "임베딩 모델 엔진",
"Embedding model set to \"{{embedding_model}}\"": "임베딩 모델을 \"{{embedding_model}}\"로 설정됨",
diff --git a/src/lib/i18n/locales/nl-NL/translation.json b/src/lib/i18n/locales/nl-NL/translation.json
index e9197ea2d..dc4bd2f1d 100644
--- a/src/lib/i18n/locales/nl-NL/translation.json
+++ b/src/lib/i18n/locales/nl-NL/translation.json
@@ -170,6 +170,7 @@
"Edit Doc": "Wijzig Doc",
"Edit User": "Wijzig Gebruiker",
"Email": "Email",
+ "Embedding Batch Size": "",
"Embedding Model": "Embedding Model",
"Embedding Model Engine": "Embedding Model Engine",
"Embedding model set to \"{{embedding_model}}\"": "Embedding model ingesteld op \"{{embedding_model}}\"",
diff --git a/src/lib/i18n/locales/pa-IN/translation.json b/src/lib/i18n/locales/pa-IN/translation.json
index b1335557e..d17303885 100644
--- a/src/lib/i18n/locales/pa-IN/translation.json
+++ b/src/lib/i18n/locales/pa-IN/translation.json
@@ -170,6 +170,7 @@
"Edit Doc": "ਡਾਕੂਮੈਂਟ ਸੰਪਾਦਨ ਕਰੋ",
"Edit User": "ਉਪਭੋਗਤਾ ਸੰਪਾਦਨ ਕਰੋ",
"Email": "ਈਮੇਲ",
+ "Embedding Batch Size": "",
"Embedding Model": "ਐਮਬੈੱਡਿੰਗ ਮਾਡਲ",
"Embedding Model Engine": "ਐਮਬੈੱਡਿੰਗ ਮਾਡਲ ਇੰਜਣ",
"Embedding model set to \"{{embedding_model}}\"": "ਐਮਬੈੱਡਿੰਗ ਮਾਡਲ ਨੂੰ \"{{embedding_model}}\" 'ਤੇ ਸੈੱਟ ਕੀਤਾ ਗਿਆ",
diff --git a/src/lib/i18n/locales/pl-PL/translation.json b/src/lib/i18n/locales/pl-PL/translation.json
index 23b9a18ec..974df06d1 100644
--- a/src/lib/i18n/locales/pl-PL/translation.json
+++ b/src/lib/i18n/locales/pl-PL/translation.json
@@ -170,6 +170,7 @@
"Edit Doc": "Edytuj dokument",
"Edit User": "Edytuj użytkownika",
"Email": "Email",
+ "Embedding Batch Size": "",
"Embedding Model": "Model osadzania",
"Embedding Model Engine": "Silnik modelu osadzania",
"Embedding model set to \"{{embedding_model}}\"": "Model osadzania ustawiono na \"{{embedding_model}}\"",
diff --git a/src/lib/i18n/locales/pt-BR/translation.json b/src/lib/i18n/locales/pt-BR/translation.json
index 553747182..63db3cd60 100644
--- a/src/lib/i18n/locales/pt-BR/translation.json
+++ b/src/lib/i18n/locales/pt-BR/translation.json
@@ -170,6 +170,7 @@
"Edit Doc": "Editar Documento",
"Edit User": "Editar Usuário",
"Email": "E-mail",
+ "Embedding Batch Size": "",
"Embedding Model": "Modelo de Embedding",
"Embedding Model Engine": "Motor de Modelo de Embedding",
"Embedding model set to \"{{embedding_model}}\"": "Modelo de Embedding definido como \"{{embedding_model}}\"",
diff --git a/src/lib/i18n/locales/pt-PT/translation.json b/src/lib/i18n/locales/pt-PT/translation.json
index 700de872b..eb4f3dffe 100644
--- a/src/lib/i18n/locales/pt-PT/translation.json
+++ b/src/lib/i18n/locales/pt-PT/translation.json
@@ -170,6 +170,7 @@
"Edit Doc": "Editar Documento",
"Edit User": "Editar Usuário",
"Email": "E-mail",
+ "Embedding Batch Size": "",
"Embedding Model": "Modelo de Embedding",
"Embedding Model Engine": "Motor de Modelo de Embedding",
"Embedding model set to \"{{embedding_model}}\"": "Modelo de Embedding definido como \"{{embedding_model}}\"",
diff --git a/src/lib/i18n/locales/ru-RU/translation.json b/src/lib/i18n/locales/ru-RU/translation.json
index 75892de0f..ba608ae77 100644
--- a/src/lib/i18n/locales/ru-RU/translation.json
+++ b/src/lib/i18n/locales/ru-RU/translation.json
@@ -170,6 +170,7 @@
"Edit Doc": "Редактировать документ",
"Edit User": "Редактировать пользователя",
"Email": "Электронная почта",
+ "Embedding Batch Size": "",
"Embedding Model": "Модель эмбеддинга",
"Embedding Model Engine": "Модель эмбеддинга",
"Embedding model set to \"{{embedding_model}}\"": "Эмбеддинг-модель установлена в \"{{embedding_model}}\"",
diff --git a/src/lib/i18n/locales/sr-RS/translation.json b/src/lib/i18n/locales/sr-RS/translation.json
index a937831e6..5ffc1fd3a 100644
--- a/src/lib/i18n/locales/sr-RS/translation.json
+++ b/src/lib/i18n/locales/sr-RS/translation.json
@@ -170,6 +170,7 @@
"Edit Doc": "Уреди документ",
"Edit User": "Уреди корисника",
"Email": "Е-пошта",
+ "Embedding Batch Size": "",
"Embedding Model": "Модел уградње",
"Embedding Model Engine": "Мотор модела уградње",
"Embedding model set to \"{{embedding_model}}\"": "Модел уградње подешен на \"{{embedding_model}}\"",
diff --git a/src/lib/i18n/locales/sv-SE/translation.json b/src/lib/i18n/locales/sv-SE/translation.json
index f9167134e..f7db6d0aa 100644
--- a/src/lib/i18n/locales/sv-SE/translation.json
+++ b/src/lib/i18n/locales/sv-SE/translation.json
@@ -170,6 +170,7 @@
"Edit Doc": "Redigera dokument",
"Edit User": "Redigera användare",
"Email": "E-post",
+ "Embedding Batch Size": "",
"Embedding Model": "Embeddingsmodell",
"Embedding Model Engine": "Embeddingsmodellmotor",
"Embedding model set to \"{{embedding_model}}\"": "Embeddingsmodell inställd på \"{{embedding_model}}\"",
diff --git a/src/lib/i18n/locales/tr-TR/translation.json b/src/lib/i18n/locales/tr-TR/translation.json
index f6fe4b1c0..8670b9a17 100644
--- a/src/lib/i18n/locales/tr-TR/translation.json
+++ b/src/lib/i18n/locales/tr-TR/translation.json
@@ -170,6 +170,7 @@
"Edit Doc": "Belgeyi Düzenle",
"Edit User": "Kullanıcıyı Düzenle",
"Email": "E-posta",
+ "Embedding Batch Size": "",
"Embedding Model": "Gömme Modeli",
"Embedding Model Engine": "Gömme Modeli Motoru",
"Embedding model set to \"{{embedding_model}}\"": "Gömme modeli \"{{embedding_model}}\" olarak ayarlandı",
diff --git a/src/lib/i18n/locales/uk-UA/translation.json b/src/lib/i18n/locales/uk-UA/translation.json
index fe74067d8..20f62652c 100644
--- a/src/lib/i18n/locales/uk-UA/translation.json
+++ b/src/lib/i18n/locales/uk-UA/translation.json
@@ -170,6 +170,7 @@
"Edit Doc": "Редагувати документ",
"Edit User": "Редагувати користувача",
"Email": "Електронна пошта",
+ "Embedding Batch Size": "",
"Embedding Model": "Модель вбудовування",
"Embedding Model Engine": "Двигун модели встраивания ",
"Embedding model set to \"{{embedding_model}}\"": "Встановлена модель вбудовування \"{{embedding_model}}\"",
diff --git a/src/lib/i18n/locales/vi-VN/translation.json b/src/lib/i18n/locales/vi-VN/translation.json
index c27b614d7..2f10fd067 100644
--- a/src/lib/i18n/locales/vi-VN/translation.json
+++ b/src/lib/i18n/locales/vi-VN/translation.json
@@ -170,6 +170,7 @@
"Edit Doc": "Thay đổi tài liệu",
"Edit User": "Thay đổi thông tin người sử dụng",
"Email": "Email",
+ "Embedding Batch Size": "",
"Embedding Model": "Mô hình embedding",
"Embedding Model Engine": "Trình xử lý embedding",
"Embedding model set to \"{{embedding_model}}\"": "Mô hình embedding đã được thiết lập thành \"{{embedding_model}}\"",
diff --git a/src/lib/i18n/locales/zh-CN/translation.json b/src/lib/i18n/locales/zh-CN/translation.json
index 9d29b0b7f..fff3e9b60 100644
--- a/src/lib/i18n/locales/zh-CN/translation.json
+++ b/src/lib/i18n/locales/zh-CN/translation.json
@@ -170,6 +170,7 @@
"Edit Doc": "编辑文档",
"Edit User": "编辑用户",
"Email": "邮箱地址",
+ "Embedding Batch Size": "",
"Embedding Model": "语义向量模型",
"Embedding Model Engine": "语义向量模型引擎",
"Embedding model set to \"{{embedding_model}}\"": "语义向量模型设置为 \"{{embedding_model}}\"",
diff --git a/src/lib/i18n/locales/zh-TW/translation.json b/src/lib/i18n/locales/zh-TW/translation.json
index 87e00f71f..c78e2ad86 100644
--- a/src/lib/i18n/locales/zh-TW/translation.json
+++ b/src/lib/i18n/locales/zh-TW/translation.json
@@ -170,6 +170,7 @@
"Edit Doc": "編輯文件",
"Edit User": "編輯使用者",
"Email": "電子郵件",
+ "Embedding Batch Size": "",
"Embedding Model": "嵌入模型",
"Embedding Model Engine": "嵌入模型引擎",
"Embedding model set to \"{{embedding_model}}\"": "嵌入模型已設定為 \"{{embedding_model}}\"",