diff --git a/backend/open_webui/apps/retrieval/main.py b/backend/open_webui/apps/retrieval/main.py
index e4f98b8b0..8f23ea2c5 100644
--- a/backend/open_webui/apps/retrieval/main.py
+++ b/backend/open_webui/apps/retrieval/main.py
@@ -1340,14 +1340,14 @@ def store_doc(
             )
 
 
-class ProcessDocForm(BaseModel):
+class ProcessFileForm(BaseModel):
     file_id: str
     collection_name: Optional[str] = None
 
 
-@app.post("/process/doc")
-def process_doc(
-    form_data: ProcessDocForm,
+@app.post("/process/file")
+def process_file(
+    form_data: ProcessFileForm,
     user=Depends(get_verified_user),
 ):
     try:
diff --git a/backend/open_webui/config.py b/backend/open_webui/config.py
index f531a8728..2518599ca 100644
--- a/backend/open_webui/config.py
+++ b/backend/open_webui/config.py
@@ -921,7 +921,7 @@ CHROMA_HTTP_SSL = os.environ.get("CHROMA_HTTP_SSL", "false").lower() == "true"
 MILVUS_URI = os.environ.get("MILVUS_URI", f"{DATA_DIR}/vector_db/milvus.db")
 
 ####################################
-# RAG
+# Information Retrieval (RAG)
 ####################################
 
 # RAG Content Extraction
diff --git a/src/lib/apis/rag/index.ts b/src/lib/apis/retrieval/index.ts
similarity index 98%
rename from src/lib/apis/rag/index.ts
rename to src/lib/apis/retrieval/index.ts
index 3c0dba4b5..ce3a0c0a5 100644
--- a/src/lib/apis/rag/index.ts
+++ b/src/lib/apis/retrieval/index.ts
@@ -170,10 +170,10 @@ export const updateQuerySettings = async (token: string, settings: QuerySettings
 	return res;
 };
 
-export const processDocToVectorDB = async (token: string, file_id: string) => {
+export const processFile = async (token: string, file_id: string) => {
 	let error = null;
 
-	const res = await fetch(`${RAG_API_BASE_URL}/process/doc`, {
+	const res = await fetch(`${RAG_API_BASE_URL}/process/file`, {
 		method: 'POST',
 		headers: {
 			Accept: 'application/json',
diff --git a/src/lib/components/chat/Chat.svelte b/src/lib/components/chat/Chat.svelte
index 9db03ef53..e196936a6 100644
--- a/src/lib/components/chat/Chat.svelte
+++ b/src/lib/components/chat/Chat.svelte
@@ -52,7 +52,7 @@
 		updateChatById
 	} from '$lib/apis/chats';
 	import { generateOpenAIChatCompletion } from '$lib/apis/openai';
-	import { runWebSearch } from '$lib/apis/rag';
+	import { runWebSearch } from '$lib/apis/retrieval';
 	import { createOpenAITextStream } from '$lib/apis/streaming';
 	import { queryMemory } from '$lib/apis/memories';
 	import { getAndUpdateUserLocation, getUserSettings } from '$lib/apis/users';
diff --git a/src/lib/components/chat/MessageInput.svelte b/src/lib/components/chat/MessageInput.svelte
index 0a10d5393..2ca0c8d20 100644
--- a/src/lib/components/chat/MessageInput.svelte
+++ b/src/lib/components/chat/MessageInput.svelte
@@ -17,7 +17,8 @@
 	import { blobToFile, findWordIndices } from '$lib/utils';
 
 	import { transcribeAudio } from '$lib/apis/audio';
-	import { processDocToVectorDB } from '$lib/apis/rag';
+
+	import { processFile } from '$lib/apis/retrieval';
 	import { uploadFile } from '$lib/apis/files';
 
 	import {
@@ -158,7 +159,7 @@
 
 	const processFileItem = async (fileItem) => {
 		try {
-			const res = await processDocToVectorDB(localStorage.token, fileItem.id);
+			const res = await processFile(localStorage.token, fileItem.id);
 			if (res) {
 				fileItem.status = 'processed';
 				fileItem.collection_name = res.collection_name;
diff --git a/src/lib/components/workspace/Documents.svelte b/src/lib/components/workspace/Documents.svelte
index 38f46f745..bba4af10f 100644
--- a/src/lib/components/workspace/Documents.svelte
+++ b/src/lib/components/workspace/Documents.svelte
@@ -8,7 +8,7 @@
 	import { createNewDoc, deleteDocByName, getDocs } from '$lib/apis/documents';
 
 	import { SUPPORTED_FILE_TYPE, SUPPORTED_FILE_EXTENSIONS } from '$lib/constants';
-	import { processDocToVectorDB, uploadDocToVectorDB } from '$lib/apis/rag';
+	import { processFile } from '$lib/apis/rag';
 	import { blobToFile, transformFileName } from '$lib/utils';
 
 	import Checkbox from '$lib/components/common/Checkbox.svelte';
@@ -74,7 +74,7 @@
 			return null;
 		});
 
-		const res = await processDocToVectorDB(localStorage.token, uploadedFile.id).catch((error) => {
+		const res = await processFile(localStorage.token, uploadedFile.id).catch((error) => {
 			toast.error(error);
 			return null;
 		});
diff --git a/src/lib/utils/rag/index.ts b/src/lib/utils/rag/index.ts
index ba1f29f88..6523bb7df 100644
--- a/src/lib/utils/rag/index.ts
+++ b/src/lib/utils/rag/index.ts
@@ -1,4 +1,4 @@
-import { getRAGTemplate } from '$lib/apis/rag';
+import { getRAGTemplate } from '$lib/apis/retrieval';
 
 export const RAGTemplate = async (token: string, context: string, query: string) => {
 	let template = await getRAGTemplate(token).catch(() => {