wip

backend/open_webui/config.py

@@ -10,7 +10,7 @@ from urllib.parse import urlparse
 import chromadb
 import requests
 import yaml
-from open_webui.apps.webui.internal.db import Base, get_db
+from open_webui.internal.db import Base, get_db
 from open_webui.env import (
     OPEN_WEBUI_DIR,
     DATA_DIR,
@@ -432,7 +432,10 @@ OAUTH_ADMIN_ROLES = PersistentConfig(
 OAUTH_ALLOWED_DOMAINS = PersistentConfig(
     "OAUTH_ALLOWED_DOMAINS",
     "oauth.allowed_domains",
-    [domain.strip() for domain in os.environ.get("OAUTH_ALLOWED_DOMAINS", "*").split(",")],
+    [
+        domain.strip()
+        for domain in os.environ.get("OAUTH_ALLOWED_DOMAINS", "*").split(",")
+    ],
 )
 
 

backend/open_webui/internal/db.py

@@ -3,7 +3,7 @@ import logging
 from contextlib import contextmanager
 from typing import Any, Optional
 
-from open_webui.apps.webui.internal.wrappers import register_connection
+from open_webui.internal.wrappers import register_connection
 from open_webui.env import (
     OPEN_WEBUI_DIR,
     DATABASE_URL,

backend/open_webui/migrations/env.py

@@ -1,7 +1,7 @@
 from logging.config import fileConfig
 
 from alembic import context
-from open_webui.apps.webui.models.auths import Auth
+from open_webui.models.auths import Auth
 from open_webui.env import DATABASE_URL
 from sqlalchemy import engine_from_config, pool
 

backend/open_webui/migrations/script.py.mako

@@ -9,7 +9,7 @@ from typing import Sequence, Union
 
 from alembic import op
 import sqlalchemy as sa
-import open_webui.apps.webui.internal.db
+import open_webui.internal.db
 ${imports if imports else ""}
 
 # revision identifiers, used by Alembic.

backend/open_webui/migrations/versions/7e5b5dc7342b_init.py

@@ -11,8 +11,8 @@ from typing import Sequence, Union
 import sqlalchemy as sa
 from alembic import op
 
-import open_webui.apps.webui.internal.db
-from open_webui.apps.webui.internal.db import JSONField
+import open_webui.internal.db
+from open_webui.internal.db import JSONField
 from open_webui.migrations.util import get_existing_tables
 
 # revision identifiers, used by Alembic.

backend/open_webui/models/auths.py

@@ -2,8 +2,8 @@ import logging
 import uuid
 from typing import Optional
 
-from open_webui.apps.webui.internal.db import Base, get_db
-from open_webui.apps.webui.models.users import UserModel, Users
+from open_webui.internal.db import Base, get_db
+from open_webui.models.users import UserModel, Users
 from open_webui.env import SRC_LOG_LEVELS
 from pydantic import BaseModel
 from sqlalchemy import Boolean, Column, String, Text

backend/open_webui/models/chats.py

@@ -3,8 +3,8 @@ import time
 import uuid
 from typing import Optional
 
-from open_webui.apps.webui.internal.db import Base, get_db
-from open_webui.apps.webui.models.tags import TagModel, Tag, Tags
+from open_webui.internal.db import Base, get_db
+from open_webui.models.tags import TagModel, Tag, Tags
 
 
 from pydantic import BaseModel, ConfigDict

backend/open_webui/models/feedbacks.py

@@ -3,8 +3,8 @@ import time
 import uuid
 from typing import Optional
 
-from open_webui.apps.webui.internal.db import Base, get_db
-from open_webui.apps.webui.models.chats import Chats
+from open_webui.internal.db import Base, get_db
+from open_webui.models.chats import Chats
 
 from open_webui.env import SRC_LOG_LEVELS
 from pydantic import BaseModel, ConfigDict

backend/open_webui/models/files.py

@@ -2,7 +2,7 @@ import logging
 import time
 from typing import Optional
 
-from open_webui.apps.webui.internal.db import Base, JSONField, get_db
+from open_webui.internal.db import Base, JSONField, get_db
 from open_webui.env import SRC_LOG_LEVELS
 from pydantic import BaseModel, ConfigDict
 from sqlalchemy import BigInteger, Column, String, Text, JSON

backend/open_webui/models/folders.py

@@ -3,8 +3,8 @@ import time
 import uuid
 from typing import Optional
 
-from open_webui.apps.webui.internal.db import Base, get_db
-from open_webui.apps.webui.models.chats import Chats
+from open_webui.internal.db import Base, get_db
+from open_webui.models.chats import Chats
 
 from open_webui.env import SRC_LOG_LEVELS
 from pydantic import BaseModel, ConfigDict

backend/open_webui/models/functions.py

@@ -2,8 +2,8 @@ import logging
 import time
 from typing import Optional
 
-from open_webui.apps.webui.internal.db import Base, JSONField, get_db
-from open_webui.apps.webui.models.users import Users
+from open_webui.internal.db import Base, JSONField, get_db
+from open_webui.models.users import Users
 from open_webui.env import SRC_LOG_LEVELS
 from pydantic import BaseModel, ConfigDict
 from sqlalchemy import BigInteger, Boolean, Column, String, Text

backend/open_webui/models/groups.py

@@ -4,10 +4,10 @@ import time
 from typing import Optional
 import uuid
 
-from open_webui.apps.webui.internal.db import Base, get_db
+from open_webui.internal.db import Base, get_db
 from open_webui.env import SRC_LOG_LEVELS
 
-from open_webui.apps.webui.models.files import FileMetadataResponse
+from open_webui.models.files import FileMetadataResponse
 
 
 from pydantic import BaseModel, ConfigDict

backend/open_webui/models/knowledge.py

@@ -4,11 +4,11 @@ import time
 from typing import Optional
 import uuid
 
-from open_webui.apps.webui.internal.db import Base, get_db
+from open_webui.internal.db import Base, get_db
 from open_webui.env import SRC_LOG_LEVELS
 
-from open_webui.apps.webui.models.files import FileMetadataResponse
-from open_webui.apps.webui.models.users import Users, UserResponse
+from open_webui.models.files import FileMetadataResponse
+from open_webui.models.users import Users, UserResponse
 
 
 from pydantic import BaseModel, ConfigDict

backend/open_webui/models/memories.py

@@ -2,7 +2,7 @@ import time
 import uuid
 from typing import Optional
 
-from open_webui.apps.webui.internal.db import Base, get_db
+from open_webui.internal.db import Base, get_db
 from pydantic import BaseModel, ConfigDict
 from sqlalchemy import BigInteger, Column, String, Text
 

backend/open_webui/models/models.py

@@ -2,10 +2,10 @@ import logging
 import time
 from typing import Optional
 
-from open_webui.apps.webui.internal.db import Base, JSONField, get_db
+from open_webui.internal.db import Base, JSONField, get_db
 from open_webui.env import SRC_LOG_LEVELS
 
-from open_webui.apps.webui.models.users import Users, UserResponse
+from open_webui.models.users import Users, UserResponse
 
 
 from pydantic import BaseModel, ConfigDict

backend/open_webui/models/prompts.py

@@ -1,8 +1,8 @@
 import time
 from typing import Optional
 
-from open_webui.apps.webui.internal.db import Base, get_db
-from open_webui.apps.webui.models.users import Users, UserResponse
+from open_webui.internal.db import Base, get_db
+from open_webui.models.users import Users, UserResponse
 
 from pydantic import BaseModel, ConfigDict
 from sqlalchemy import BigInteger, Column, String, Text, JSON

backend/open_webui/models/tags.py

@@ -3,7 +3,7 @@ import time
 import uuid
 from typing import Optional
 
-from open_webui.apps.webui.internal.db import Base, get_db
+from open_webui.internal.db import Base, get_db
 
 
 from open_webui.env import SRC_LOG_LEVELS

backend/open_webui/models/tools.py

@@ -2,8 +2,8 @@ import logging
 import time
 from typing import Optional
 
-from open_webui.apps.webui.internal.db import Base, JSONField, get_db
-from open_webui.apps.webui.models.users import Users, UserResponse
+from open_webui.internal.db import Base, JSONField, get_db
+from open_webui.models.users import Users, UserResponse
 from open_webui.env import SRC_LOG_LEVELS
 from pydantic import BaseModel, ConfigDict
 from sqlalchemy import BigInteger, Column, String, Text, JSON

backend/open_webui/models/users.py

@@ -1,8 +1,8 @@
 import time
 from typing import Optional
 
-from open_webui.apps.webui.internal.db import Base, JSONField, get_db
-from open_webui.apps.webui.models.chats import Chats
+from open_webui.internal.db import Base, JSONField, get_db
+from open_webui.models.chats import Chats
 from pydantic import BaseModel, ConfigDict
 from sqlalchemy import BigInteger, Column, String, Text
 

backend/open_webui/retrieval/vector/dbs/pgvector.py

@@ -40,7 +40,7 @@ class PgvectorClient:
 
         # if no pgvector uri, use the existing database connection
         if not PGVECTOR_DB_URL:
-            from open_webui.apps.webui.internal.db import Session
+            from open_webui.internal.db import Session
 
             self.session = Session
         else:

backend/open_webui/routers/audio.py

@@ -25,11 +25,10 @@ from open_webui.config import (
     AUDIO_TTS_VOICE,
     AUDIO_TTS_AZURE_SPEECH_REGION,
     AUDIO_TTS_AZURE_SPEECH_OUTPUT_FORMAT,
-    CACHE_DIR,
-    CORS_ALLOW_ORIGIN,
     WHISPER_MODEL,
     WHISPER_MODEL_AUTO_UPDATE,
     WHISPER_MODEL_DIR,
+    CACHE_DIR,
     AppConfig,
 )
 
@@ -55,44 +54,6 @@ MAX_FILE_SIZE = MAX_FILE_SIZE_MB * 1024 * 1024  # Convert MB to bytes
 log = logging.getLogger(__name__)
 log.setLevel(SRC_LOG_LEVELS["AUDIO"])
 
-app = FastAPI(
-    docs_url="/docs" if ENV == "dev" else None,
-    openapi_url="/openapi.json" if ENV == "dev" else None,
-    redoc_url=None,
-)
-
-app.add_middleware(
-    CORSMiddleware,
-    allow_origins=CORS_ALLOW_ORIGIN,
-    allow_credentials=True,
-    allow_methods=["*"],
-    allow_headers=["*"],
-)
-
-app.state.config = AppConfig()
-
-app.state.config.STT_OPENAI_API_BASE_URL = AUDIO_STT_OPENAI_API_BASE_URL
-app.state.config.STT_OPENAI_API_KEY = AUDIO_STT_OPENAI_API_KEY
-app.state.config.STT_ENGINE = AUDIO_STT_ENGINE
-app.state.config.STT_MODEL = AUDIO_STT_MODEL
-
-app.state.config.WHISPER_MODEL = WHISPER_MODEL
-app.state.faster_whisper_model = None
-
-app.state.config.TTS_OPENAI_API_BASE_URL = AUDIO_TTS_OPENAI_API_BASE_URL
-app.state.config.TTS_OPENAI_API_KEY = AUDIO_TTS_OPENAI_API_KEY
-app.state.config.TTS_ENGINE = AUDIO_TTS_ENGINE
-app.state.config.TTS_MODEL = AUDIO_TTS_MODEL
-app.state.config.TTS_VOICE = AUDIO_TTS_VOICE
-app.state.config.TTS_API_KEY = AUDIO_TTS_API_KEY
-app.state.config.TTS_SPLIT_ON = AUDIO_TTS_SPLIT_ON
-
-
-app.state.speech_synthesiser = None
-app.state.speech_speaker_embeddings_dataset = None
-
-app.state.config.TTS_AZURE_SPEECH_REGION = AUDIO_TTS_AZURE_SPEECH_REGION
-app.state.config.TTS_AZURE_SPEECH_OUTPUT_FORMAT = AUDIO_TTS_AZURE_SPEECH_OUTPUT_FORMAT
 
 # setting device type for whisper model
 whisper_device_type = DEVICE_TYPE if DEVICE_TYPE and DEVICE_TYPE == "cuda" else "cpu"

backend/open_webui/routers/auths.py

@@ -5,7 +5,7 @@ import datetime
 import logging
 from aiohttp import ClientSession
 
-from open_webui.apps.webui.models.auths import (
+from open_webui.models.auths import (
     AddUserForm,
     ApiKey,
     Auths,
@@ -18,7 +18,7 @@ from open_webui.apps.webui.models.auths import (
     UpdateProfileForm,
     UserResponse,
 )
-from open_webui.apps.webui.models.users import Users
+from open_webui.models.users import Users
 
 from open_webui.constants import ERROR_MESSAGES, WEBHOOK_MESSAGES
 from open_webui.env import (

backend/open_webui/routers/chat.py

@@ -0,0 +1,411 @@
+from fastapi import APIRouter, Depends, HTTPException, Response, status
+from pydantic import BaseModel
+
+router = APIRouter()
+
+
+@app.post("/api/chat/completions")
+async def generate_chat_completions(
+    request: Request,
+    form_data: dict,
+    user=Depends(get_verified_user),
+    bypass_filter: bool = False,
+):
+    if BYPASS_MODEL_ACCESS_CONTROL:
+        bypass_filter = True
+
+    model_list = request.state.models
+    models = {model["id"]: model for model in model_list}
+
+    model_id = form_data["model"]
+    if model_id not in models:
+        raise HTTPException(
+            status_code=status.HTTP_404_NOT_FOUND,
+            detail="Model not found",
+        )
+
+    model = models[model_id]
+
+    # Check if user has access to the model
+    if not bypass_filter and user.role == "user":
+        if model.get("arena"):
+            if not has_access(
+                user.id,
+                type="read",
+                access_control=model.get("info", {})
+                .get("meta", {})
+                .get("access_control", {}),
+            ):
+                raise HTTPException(
+                    status_code=403,
+                    detail="Model not found",
+                )
+        else:
+            model_info = Models.get_model_by_id(model_id)
+            if not model_info:
+                raise HTTPException(
+                    status_code=404,
+                    detail="Model not found",
+                )
+            elif not (
+                user.id == model_info.user_id
+                or has_access(
+                    user.id, type="read", access_control=model_info.access_control
+                )
+            ):
+                raise HTTPException(
+                    status_code=403,
+                    detail="Model not found",
+                )
+
+    if model["owned_by"] == "arena":
+        model_ids = model.get("info", {}).get("meta", {}).get("model_ids")
+        filter_mode = model.get("info", {}).get("meta", {}).get("filter_mode")
+        if model_ids and filter_mode == "exclude":
+            model_ids = [
+                model["id"]
+                for model in await get_all_models()
+                if model.get("owned_by") != "arena" and model["id"] not in model_ids
+            ]
+
+        selected_model_id = None
+        if isinstance(model_ids, list) and model_ids:
+            selected_model_id = random.choice(model_ids)
+        else:
+            model_ids = [
+                model["id"]
+                for model in await get_all_models()
+                if model.get("owned_by") != "arena"
+            ]
+            selected_model_id = random.choice(model_ids)
+
+        form_data["model"] = selected_model_id
+
+        if form_data.get("stream") == True:
+
+            async def stream_wrapper(stream):
+                yield f"data: {json.dumps({'selected_model_id': selected_model_id})}\n\n"
+                async for chunk in stream:
+                    yield chunk
+
+            response = await generate_chat_completions(
+                form_data, user, bypass_filter=True
+            )
+            return StreamingResponse(
+                stream_wrapper(response.body_iterator), media_type="text/event-stream"
+            )
+        else:
+            return {
+                **(
+                    await generate_chat_completions(form_data, user, bypass_filter=True)
+                ),
+                "selected_model_id": selected_model_id,
+            }
+
+    if model.get("pipe"):
+        # Below does not require bypass_filter because this is the only route the uses this function and it is already bypassing the filter
+        return await generate_function_chat_completion(
+            form_data, user=user, models=models
+        )
+    if model["owned_by"] == "ollama":
+        # Using /ollama/api/chat endpoint
+        form_data = convert_payload_openai_to_ollama(form_data)
+        form_data = GenerateChatCompletionForm(**form_data)
+        response = await generate_ollama_chat_completion(
+            form_data=form_data, user=user, bypass_filter=bypass_filter
+        )
+        if form_data.stream:
+            response.headers["content-type"] = "text/event-stream"
+            return StreamingResponse(
+                convert_streaming_response_ollama_to_openai(response),
+                headers=dict(response.headers),
+            )
+        else:
+            return convert_response_ollama_to_openai(response)
+    else:
+        return await generate_openai_chat_completion(
+            form_data, user=user, bypass_filter=bypass_filter
+        )
+
+
+@app.post("/api/chat/completed")
+async def chat_completed(form_data: dict, user=Depends(get_verified_user)):
+    model_list = await get_all_models()
+    models = {model["id"]: model for model in model_list}
+
+    data = form_data
+    model_id = data["model"]
+    if model_id not in models:
+        raise HTTPException(
+            status_code=status.HTTP_404_NOT_FOUND,
+            detail="Model not found",
+        )
+
+    model = models[model_id]
+    sorted_filters = get_sorted_filters(model_id, models)
+    if "pipeline" in model:
+        sorted_filters = [model] + sorted_filters
+
+    for filter in sorted_filters:
+        r = None
+        try:
+            urlIdx = filter["urlIdx"]
+
+            url = openai_app.state.config.OPENAI_API_BASE_URLS[urlIdx]
+            key = openai_app.state.config.OPENAI_API_KEYS[urlIdx]
+
+            if key != "":
+                headers = {"Authorization": f"Bearer {key}"}
+                r = requests.post(
+                    f"{url}/{filter['id']}/filter/outlet",
+                    headers=headers,
+                    json={
+                        "user": {
+                            "id": user.id,
+                            "name": user.name,
+                            "email": user.email,
+                            "role": user.role,
+                        },
+                        "body": data,
+                    },
+                )
+
+                r.raise_for_status()
+                data = r.json()
+        except Exception as e:
+            # Handle connection error here
+            print(f"Connection error: {e}")
+
+            if r is not None:
+                try:
+                    res = r.json()
+                    if "detail" in res:
+                        return JSONResponse(
+                            status_code=r.status_code,
+                            content=res,
+                        )
+                except Exception:
+                    pass
+
+            else:
+                pass
+
+    __event_emitter__ = get_event_emitter(
+        {
+            "chat_id": data["chat_id"],
+            "message_id": data["id"],
+            "session_id": data["session_id"],
+        }
+    )
+
+    __event_call__ = get_event_call(
+        {
+            "chat_id": data["chat_id"],
+            "message_id": data["id"],
+            "session_id": data["session_id"],
+        }
+    )
+
+    def get_priority(function_id):
+        function = Functions.get_function_by_id(function_id)
+        if function is not None and hasattr(function, "valves"):
+            # TODO: Fix FunctionModel to include vavles
+            return (function.valves if function.valves else {}).get("priority", 0)
+        return 0
+
+    filter_ids = [function.id for function in Functions.get_global_filter_functions()]
+    if "info" in model and "meta" in model["info"]:
+        filter_ids.extend(model["info"]["meta"].get("filterIds", []))
+        filter_ids = list(set(filter_ids))
+
+    enabled_filter_ids = [
+        function.id
+        for function in Functions.get_functions_by_type("filter", active_only=True)
+    ]
+    filter_ids = [
+        filter_id for filter_id in filter_ids if filter_id in enabled_filter_ids
+    ]
+
+    # Sort filter_ids by priority, using the get_priority function
+    filter_ids.sort(key=get_priority)
+
+    for filter_id in filter_ids:
+        filter = Functions.get_function_by_id(filter_id)
+        if not filter:
+            continue
+
+        if filter_id in webui_app.state.FUNCTIONS:
+            function_module = webui_app.state.FUNCTIONS[filter_id]
+        else:
+            function_module, _, _ = load_function_module_by_id(filter_id)
+            webui_app.state.FUNCTIONS[filter_id] = function_module
+
+        if hasattr(function_module, "valves") and hasattr(function_module, "Valves"):
+            valves = Functions.get_function_valves_by_id(filter_id)
+            function_module.valves = function_module.Valves(
+                **(valves if valves else {})
+            )
+
+        if not hasattr(function_module, "outlet"):
+            continue
+        try:
+            outlet = function_module.outlet
+
+            # Get the signature of the function
+            sig = inspect.signature(outlet)
+            params = {"body": data}
+
+            # Extra parameters to be passed to the function
+            extra_params = {
+                "__model__": model,
+                "__id__": filter_id,
+                "__event_emitter__": __event_emitter__,
+                "__event_call__": __event_call__,
+            }
+
+            # Add extra params in contained in function signature
+            for key, value in extra_params.items():
+                if key in sig.parameters:
+                    params[key] = value
+
+            if "__user__" in sig.parameters:
+                __user__ = {
+                    "id": user.id,
+                    "email": user.email,
+                    "name": user.name,
+                    "role": user.role,
+                }
+
+                try:
+                    if hasattr(function_module, "UserValves"):
+                        __user__["valves"] = function_module.UserValves(
+                            **Functions.get_user_valves_by_id_and_user_id(
+                                filter_id, user.id
+                            )
+                        )
+                except Exception as e:
+                    print(e)
+
+                params = {**params, "__user__": __user__}
+
+            if inspect.iscoroutinefunction(outlet):
+                data = await outlet(**params)
+            else:
+                data = outlet(**params)
+
+        except Exception as e:
+            print(f"Error: {e}")
+            return JSONResponse(
+                status_code=status.HTTP_400_BAD_REQUEST,
+                content={"detail": str(e)},
+            )
+
+    return data
+
+
+@app.post("/api/chat/actions/{action_id}")
+async def chat_action(action_id: str, form_data: dict, user=Depends(get_verified_user)):
+    if "." in action_id:
+        action_id, sub_action_id = action_id.split(".")
+    else:
+        sub_action_id = None
+
+    action = Functions.get_function_by_id(action_id)
+    if not action:
+        raise HTTPException(
+            status_code=status.HTTP_404_NOT_FOUND,
+            detail="Action not found",
+        )
+
+    model_list = await get_all_models()
+    models = {model["id"]: model for model in model_list}
+
+    data = form_data
+    model_id = data["model"]
+
+    if model_id not in models:
+        raise HTTPException(
+            status_code=status.HTTP_404_NOT_FOUND,
+            detail="Model not found",
+        )
+    model = models[model_id]
+
+    __event_emitter__ = get_event_emitter(
+        {
+            "chat_id": data["chat_id"],
+            "message_id": data["id"],
+            "session_id": data["session_id"],
+        }
+    )
+    __event_call__ = get_event_call(
+        {
+            "chat_id": data["chat_id"],
+            "message_id": data["id"],
+            "session_id": data["session_id"],
+        }
+    )
+
+    if action_id in webui_app.state.FUNCTIONS:
+        function_module = webui_app.state.FUNCTIONS[action_id]
+    else:
+        function_module, _, _ = load_function_module_by_id(action_id)
+        webui_app.state.FUNCTIONS[action_id] = function_module
+
+    if hasattr(function_module, "valves") and hasattr(function_module, "Valves"):
+        valves = Functions.get_function_valves_by_id(action_id)
+        function_module.valves = function_module.Valves(**(valves if valves else {}))
+
+    if hasattr(function_module, "action"):
+        try:
+            action = function_module.action
+
+            # Get the signature of the function
+            sig = inspect.signature(action)
+            params = {"body": data}
+
+            # Extra parameters to be passed to the function
+            extra_params = {
+                "__model__": model,
+                "__id__": sub_action_id if sub_action_id is not None else action_id,
+                "__event_emitter__": __event_emitter__,
+                "__event_call__": __event_call__,
+            }
+
+            # Add extra params in contained in function signature
+            for key, value in extra_params.items():
+                if key in sig.parameters:
+                    params[key] = value
+
+            if "__user__" in sig.parameters:
+                __user__ = {
+                    "id": user.id,
+                    "email": user.email,
+                    "name": user.name,
+                    "role": user.role,
+                }
+
+                try:
+                    if hasattr(function_module, "UserValves"):
+                        __user__["valves"] = function_module.UserValves(
+                            **Functions.get_user_valves_by_id_and_user_id(
+                                action_id, user.id
+                            )
+                        )
+                except Exception as e:
+                    print(e)
+
+                params = {**params, "__user__": __user__}
+
+            if inspect.iscoroutinefunction(action):
+                data = await action(**params)
+            else:
+                data = action(**params)
+
+        except Exception as e:
+            print(f"Error: {e}")
+            return JSONResponse(
+                status_code=status.HTTP_400_BAD_REQUEST,
+                content={"detail": str(e)},
+            )
+
+    return data

backend/open_webui/routers/chats.py

@@ -2,15 +2,15 @@ import json
 import logging
 from typing import Optional
 
-from open_webui.apps.webui.models.chats import (
+from open_webui.models.chats import (
     ChatForm,
     ChatImportForm,
     ChatResponse,
     Chats,
     ChatTitleIdResponse,
 )
-from open_webui.apps.webui.models.tags import TagModel, Tags
-from open_webui.apps.webui.models.folders import Folders
+from open_webui.models.tags import TagModel, Tags
+from open_webui.models.folders import Folders
 
 from open_webui.config import ENABLE_ADMIN_CHAT_ACCESS, ENABLE_ADMIN_EXPORT
 from open_webui.constants import ERROR_MESSAGES

backend/open_webui/routers/evaluations.py

@@ -2,8 +2,8 @@ from typing import Optional
 from fastapi import APIRouter, Depends, HTTPException, status, Request
 from pydantic import BaseModel
 
-from open_webui.apps.webui.models.users import Users, UserModel
-from open_webui.apps.webui.models.feedbacks import (
+from open_webui.models.users import Users, UserModel
+from open_webui.models.feedbacks import (
     FeedbackModel,
     FeedbackResponse,
     FeedbackForm,

backend/open_webui/routers/files.py

@@ -8,13 +8,13 @@ import mimetypes
 
 from open_webui.storage.provider import Storage
 
-from open_webui.apps.webui.models.files import (
+from open_webui.models.files import (
     FileForm,
     FileModel,
     FileModelResponse,
     Files,
 )
-from open_webui.apps.retrieval.main import process_file, ProcessFileForm
+from backend.open_webui.routers.retrieval import process_file, ProcessFileForm
 
 from open_webui.config import UPLOAD_DIR
 from open_webui.env import SRC_LOG_LEVELS

backend/open_webui/routers/folders.py

@@ -8,12 +8,12 @@ from pydantic import BaseModel
 import mimetypes
 
 
-from open_webui.apps.webui.models.folders import (
+from open_webui.models.folders import (
     FolderForm,
     FolderModel,
     Folders,
 )
-from open_webui.apps.webui.models.chats import Chats
+from open_webui.models.chats import Chats
 
 from open_webui.config import UPLOAD_DIR
 from open_webui.env import SRC_LOG_LEVELS

backend/open_webui/routers/functions.py

@@ -2,13 +2,13 @@ import os
 from pathlib import Path
 from typing import Optional
 
-from open_webui.apps.webui.models.functions import (
+from open_webui.models.functions import (
     FunctionForm,
     FunctionModel,
     FunctionResponse,
     Functions,
 )
-from open_webui.apps.webui.utils import load_function_module_by_id, replace_imports
+from backend.open_webui.utils.plugin import load_function_module_by_id, replace_imports
 from open_webui.config import CACHE_DIR
 from open_webui.constants import ERROR_MESSAGES
 from fastapi import APIRouter, Depends, HTTPException, Request, status

backend/open_webui/routers/groups.py

@@ -2,7 +2,7 @@ import os
 from pathlib import Path
 from typing import Optional
 
-from open_webui.apps.webui.models.groups import (
+from open_webui.models.groups import (
     Groups,
     GroupForm,
     GroupUpdateForm,

backend/open_webui/routers/images.py

@@ -9,31 +9,14 @@ from pathlib import Path
 from typing import Optional
 
 import requests
-from open_webui.apps.images.utils.comfyui import (
+from open_webui.utils.images.comfyui import (
     ComfyUIGenerateImageForm,
     ComfyUIWorkflow,
     comfyui_generate_image,
 )
-from open_webui.config import (
-    AUTOMATIC1111_API_AUTH,
-    AUTOMATIC1111_BASE_URL,
-    AUTOMATIC1111_CFG_SCALE,
-    AUTOMATIC1111_SAMPLER,
-    AUTOMATIC1111_SCHEDULER,
-    CACHE_DIR,
-    COMFYUI_BASE_URL,
-    COMFYUI_WORKFLOW,
-    COMFYUI_WORKFLOW_NODES,
-    CORS_ALLOW_ORIGIN,
-    ENABLE_IMAGE_GENERATION,
-    IMAGE_GENERATION_ENGINE,
-    IMAGE_GENERATION_MODEL,
-    IMAGE_SIZE,
-    IMAGE_STEPS,
-    IMAGES_OPENAI_API_BASE_URL,
-    IMAGES_OPENAI_API_KEY,
-    AppConfig,
-)
+
+
+from open_webui.config import CACHE_DIR
 from open_webui.constants import ERROR_MESSAGES
 from open_webui.env import ENV, SRC_LOG_LEVELS, ENABLE_FORWARD_USER_INFO_HEADERS
 
@@ -54,36 +37,6 @@ app = FastAPI(
     redoc_url=None,
 )
 
-app.add_middleware(
-    CORSMiddleware,
-    allow_origins=CORS_ALLOW_ORIGIN,
-    allow_credentials=True,
-    allow_methods=["*"],
-    allow_headers=["*"],
-)
-
-app.state.config = AppConfig()
-
-app.state.config.ENGINE = IMAGE_GENERATION_ENGINE
-app.state.config.ENABLED = ENABLE_IMAGE_GENERATION
-
-app.state.config.OPENAI_API_BASE_URL = IMAGES_OPENAI_API_BASE_URL
-app.state.config.OPENAI_API_KEY = IMAGES_OPENAI_API_KEY
-
-app.state.config.MODEL = IMAGE_GENERATION_MODEL
-
-app.state.config.AUTOMATIC1111_BASE_URL = AUTOMATIC1111_BASE_URL
-app.state.config.AUTOMATIC1111_API_AUTH = AUTOMATIC1111_API_AUTH
-app.state.config.AUTOMATIC1111_CFG_SCALE = AUTOMATIC1111_CFG_SCALE
-app.state.config.AUTOMATIC1111_SAMPLER = AUTOMATIC1111_SAMPLER
-app.state.config.AUTOMATIC1111_SCHEDULER = AUTOMATIC1111_SCHEDULER
-app.state.config.COMFYUI_BASE_URL = COMFYUI_BASE_URL
-app.state.config.COMFYUI_WORKFLOW = COMFYUI_WORKFLOW
-app.state.config.COMFYUI_WORKFLOW_NODES = COMFYUI_WORKFLOW_NODES
-
-app.state.config.IMAGE_SIZE = IMAGE_SIZE
-app.state.config.IMAGE_STEPS = IMAGE_STEPS
-
 
 @app.get("/config")
 async def get_config(request: Request, user=Depends(get_admin_user)):

backend/open_webui/routers/knowledge.py

@@ -4,15 +4,15 @@ from pydantic import BaseModel
 from fastapi import APIRouter, Depends, HTTPException, status, Request
 import logging
 
-from open_webui.apps.webui.models.knowledge import (
+from open_webui.models.knowledge import (
     Knowledges,
     KnowledgeForm,
     KnowledgeResponse,
     KnowledgeUserResponse,
 )
-from open_webui.apps.webui.models.files import Files, FileModel
+from open_webui.models.files import Files, FileModel
 from open_webui.apps.retrieval.vector.connector import VECTOR_DB_CLIENT
-from open_webui.apps.retrieval.main import process_file, ProcessFileForm
+from backend.open_webui.routers.retrieval import process_file, ProcessFileForm
 
 
 from open_webui.constants import ERROR_MESSAGES

backend/open_webui/routers/memories.py

@@ -3,7 +3,7 @@ from pydantic import BaseModel
 import logging
 from typing import Optional
 
-from open_webui.apps.webui.models.memories import Memories, MemoryModel
+from open_webui.models.memories import Memories, MemoryModel
 from open_webui.apps.retrieval.vector.connector import VECTOR_DB_CLIENT
 from open_webui.utils.auth import get_verified_user
 from open_webui.env import SRC_LOG_LEVELS

backend/open_webui/routers/models.py

@@ -1,6 +1,6 @@
 from typing import Optional
 
-from open_webui.apps.webui.models.models import (
+from open_webui.models.models import (
     ModelForm,
     ModelModel,
     ModelResponse,

backend/open_webui/routers/ollama.py

@@ -12,15 +12,22 @@ import aiohttp
 from aiocache import cached
 
 import requests
-from open_webui.apps.webui.models.models import Models
+
+from fastapi import Depends, FastAPI, File, HTTPException, Request, UploadFile
+from fastapi.middleware.cors import CORSMiddleware
+from fastapi.responses import StreamingResponse
+from pydantic import BaseModel, ConfigDict
+from starlette.background import BackgroundTask
+
+
+from open_webui.models.models import Models
+
+
 from open_webui.config import (
-    CORS_ALLOW_ORIGIN,
-    ENABLE_OLLAMA_API,
-    OLLAMA_BASE_URLS,
-    OLLAMA_API_CONFIGS,
     UPLOAD_DIR,
-    AppConfig,
 )
+
+
 from open_webui.env import (
     AIOHTTP_CLIENT_TIMEOUT,
     AIOHTTP_CLIENT_TIMEOUT_OPENAI_MODEL_LIST,
@@ -30,11 +37,6 @@ from open_webui.env import (
 
 from open_webui.constants import ERROR_MESSAGES
 from open_webui.env import ENV, SRC_LOG_LEVELS
-from fastapi import Depends, FastAPI, File, HTTPException, Request, UploadFile
-from fastapi.middleware.cors import CORSMiddleware
-from fastapi.responses import StreamingResponse
-from pydantic import BaseModel, ConfigDict
-from starlette.background import BackgroundTask
 
 
 from open_webui.utils.misc import (
@@ -52,27 +54,6 @@ log = logging.getLogger(__name__)
 log.setLevel(SRC_LOG_LEVELS["OLLAMA"])
 
 
-app = FastAPI(
-    docs_url="/docs" if ENV == "dev" else None,
-    openapi_url="/openapi.json" if ENV == "dev" else None,
-    redoc_url=None,
-)
-
-app.add_middleware(
-    CORSMiddleware,
-    allow_origins=CORS_ALLOW_ORIGIN,
-    allow_credentials=True,
-    allow_methods=["*"],
-    allow_headers=["*"],
-)
-
-app.state.config = AppConfig()
-
-app.state.config.ENABLE_OLLAMA_API = ENABLE_OLLAMA_API
-app.state.config.OLLAMA_BASE_URLS = OLLAMA_BASE_URLS
-app.state.config.OLLAMA_API_CONFIGS = OLLAMA_API_CONFIGS
-
-
 # TODO: Implement a more intelligent load balancing mechanism for distributing requests among multiple backend instances.
 # Current implementation uses a simple round-robin approach (random.choice). Consider incorporating algorithms like weighted round-robin,
 # least connections, or least response time for better resource utilization and performance optimization.

backend/open_webui/routers/openai.py

@@ -10,7 +10,7 @@ from aiocache import cached
 import requests
 
 
-from open_webui.apps.webui.models.models import Models
+from open_webui.models.models import Models
 from open_webui.config import (
     CACHE_DIR,
     CORS_ALLOW_ORIGIN,
@@ -48,29 +48,6 @@ log = logging.getLogger(__name__)
 log.setLevel(SRC_LOG_LEVELS["OPENAI"])
 
 
-app = FastAPI(
-    docs_url="/docs" if ENV == "dev" else None,
-    openapi_url="/openapi.json" if ENV == "dev" else None,
-    redoc_url=None,
-)
-
-
-app.add_middleware(
-    CORSMiddleware,
-    allow_origins=CORS_ALLOW_ORIGIN,
-    allow_credentials=True,
-    allow_methods=["*"],
-    allow_headers=["*"],
-)
-
-app.state.config = AppConfig()
-
-app.state.config.ENABLE_OPENAI_API = ENABLE_OPENAI_API
-app.state.config.OPENAI_API_BASE_URLS = OPENAI_API_BASE_URLS
-app.state.config.OPENAI_API_KEYS = OPENAI_API_KEYS
-app.state.config.OPENAI_API_CONFIGS = OPENAI_API_CONFIGS
-
-
 @app.get("/config")
 async def get_config(user=Depends(get_admin_user)):
     return {
@@ -91,7 +68,6 @@ class OpenAIConfigForm(BaseModel):
 @app.post("/config/update")
 async def update_config(form_data: OpenAIConfigForm, user=Depends(get_admin_user)):
     app.state.config.ENABLE_OPENAI_API = form_data.ENABLE_OPENAI_API
-
     app.state.config.OPENAI_API_BASE_URLS = form_data.OPENAI_API_BASE_URLS
     app.state.config.OPENAI_API_KEYS = form_data.OPENAI_API_KEYS
 

backend/open_webui/routers/pipelines.py

@@ -3,7 +3,7 @@ from pydantic import BaseModel
 from starlette.responses import FileResponse
 
 
-from open_webui.apps.webui.models.chats import ChatTitleMessagesForm
+from open_webui.models.chats import ChatTitleMessagesForm
 from open_webui.config import DATA_DIR, ENABLE_ADMIN_EXPORT
 from open_webui.constants import ERROR_MESSAGES
 
@@ -14,86 +14,328 @@ from open_webui.utils.auth import get_admin_user
 router = APIRouter()
 
 
-@router.get("/gravatar")
-async def get_gravatar(
-    email: str,
+##################################
+#
+# Pipelines Endpoints
+#
+##################################
+
+
+# TODO: Refactor pipelines API endpoints below into a separate file
+
+
+@app.get("/api/pipelines/list")
+async def get_pipelines_list(user=Depends(get_admin_user)):
+    responses = await get_openai_models_responses()
+
+    log.debug(f"get_pipelines_list: get_openai_models_responses returned {responses}")
+    urlIdxs = [
+        idx
+        for idx, response in enumerate(responses)
+        if response is not None and "pipelines" in response
+    ]
+
+    return {
+        "data": [
+            {
+                "url": openai_app.state.config.OPENAI_API_BASE_URLS[urlIdx],
+                "idx": urlIdx,
+            }
+            for urlIdx in urlIdxs
+        ]
+    }
+
+
+@app.post("/api/pipelines/upload")
+async def upload_pipeline(
+    urlIdx: int = Form(...), file: UploadFile = File(...), user=Depends(get_admin_user)
 ):
-    return get_gravatar_url(email)
-
-
-class CodeFormatRequest(BaseModel):
-    code: str
-
-
-@router.post("/code/format")
-async def format_code(request: CodeFormatRequest):
-    try:
-        formatted_code = black.format_str(request.code, mode=black.Mode())
-        return {"code": formatted_code}
-    except black.NothingChanged:
-        return {"code": request.code}
-    except Exception as e:
-        raise HTTPException(status_code=400, detail=str(e))
-
-
-class MarkdownForm(BaseModel):
-    md: str
-
-
-@router.post("/markdown")
-async def get_html_from_markdown(
-    form_data: MarkdownForm,
-):
-    return {"html": markdown.markdown(form_data.md)}
-
-
-class ChatForm(BaseModel):
-    title: str
-    messages: list[dict]
-
-
-@router.post("/pdf")
-async def download_chat_as_pdf(
-    form_data: ChatTitleMessagesForm,
-):
-    try:
-        pdf_bytes = PDFGenerator(form_data).generate_chat_pdf()
-
-        return Response(
-            content=pdf_bytes,
-            media_type="application/pdf",
-            headers={"Content-Disposition": "attachment;filename=chat.pdf"},
-        )
-    except Exception as e:
-        print(e)
-        raise HTTPException(status_code=400, detail=str(e))
-
-
-@router.get("/db/download")
-async def download_db(user=Depends(get_admin_user)):
-    if not ENABLE_ADMIN_EXPORT:
-        raise HTTPException(
-            status_code=status.HTTP_401_UNAUTHORIZED,
-            detail=ERROR_MESSAGES.ACCESS_PROHIBITED,
-        )
-    from open_webui.apps.webui.internal.db import engine
-
-    if engine.name != "sqlite":
+    print("upload_pipeline", urlIdx, file.filename)
+    # Check if the uploaded file is a python file
+    if not (file.filename and file.filename.endswith(".py")):
         raise HTTPException(
             status_code=status.HTTP_400_BAD_REQUEST,
-            detail=ERROR_MESSAGES.DB_NOT_SQLITE,
+            detail="Only Python (.py) files are allowed.",
         )
-    return FileResponse(
-        engine.url.database,
-        media_type="application/octet-stream",
-        filename="webui.db",
-    )
+
+    upload_folder = f"{CACHE_DIR}/pipelines"
+    os.makedirs(upload_folder, exist_ok=True)
+    file_path = os.path.join(upload_folder, file.filename)
+
+    r = None
+    try:
+        # Save the uploaded file
+        with open(file_path, "wb") as buffer:
+            shutil.copyfileobj(file.file, buffer)
+
+        url = openai_app.state.config.OPENAI_API_BASE_URLS[urlIdx]
+        key = openai_app.state.config.OPENAI_API_KEYS[urlIdx]
+
+        headers = {"Authorization": f"Bearer {key}"}
+
+        with open(file_path, "rb") as f:
+            files = {"file": f}
+            r = requests.post(f"{url}/pipelines/upload", headers=headers, files=files)
+
+        r.raise_for_status()
+        data = r.json()
+
+        return {**data}
+    except Exception as e:
+        # Handle connection error here
+        print(f"Connection error: {e}")
+
+        detail = "Pipeline not found"
+        status_code = status.HTTP_404_NOT_FOUND
+        if r is not None:
+            status_code = r.status_code
+            try:
+                res = r.json()
+                if "detail" in res:
+                    detail = res["detail"]
+            except Exception:
+                pass
+
+        raise HTTPException(
+            status_code=status_code,
+            detail=detail,
+        )
+    finally:
+        # Ensure the file is deleted after the upload is completed or on failure
+        if os.path.exists(file_path):
+            os.remove(file_path)
 
 
-@router.get("/litellm/config")
-async def download_litellm_config_yaml(user=Depends(get_admin_user)):
-    return FileResponse(
-        f"{DATA_DIR}/litellm/config.yaml",
-        media_type="application/octet-stream",
-        filename="config.yaml",
-    )
+class AddPipelineForm(BaseModel):
+    url: str
+    urlIdx: int
+
+
+@app.post("/api/pipelines/add")
+async def add_pipeline(form_data: AddPipelineForm, user=Depends(get_admin_user)):
+    r = None
+    try:
+        urlIdx = form_data.urlIdx
+
+        url = openai_app.state.config.OPENAI_API_BASE_URLS[urlIdx]
+        key = openai_app.state.config.OPENAI_API_KEYS[urlIdx]
+
+        headers = {"Authorization": f"Bearer {key}"}
+        r = requests.post(
+            f"{url}/pipelines/add", headers=headers, json={"url": form_data.url}
+        )
+
+        r.raise_for_status()
+        data = r.json()
+
+        return {**data}
+    except Exception as e:
+        # Handle connection error here
+        print(f"Connection error: {e}")
+
+        detail = "Pipeline not found"
+        if r is not None:
+            try:
+                res = r.json()
+                if "detail" in res:
+                    detail = res["detail"]
+            except Exception:
+                pass
+
+        raise HTTPException(
+            status_code=(r.status_code if r is not None else status.HTTP_404_NOT_FOUND),
+            detail=detail,
+        )
+
+
+class DeletePipelineForm(BaseModel):
+    id: str
+    urlIdx: int
+
+
+@app.delete("/api/pipelines/delete")
+async def delete_pipeline(form_data: DeletePipelineForm, user=Depends(get_admin_user)):
+    r = None
+    try:
+        urlIdx = form_data.urlIdx
+
+        url = openai_app.state.config.OPENAI_API_BASE_URLS[urlIdx]
+        key = openai_app.state.config.OPENAI_API_KEYS[urlIdx]
+
+        headers = {"Authorization": f"Bearer {key}"}
+        r = requests.delete(
+            f"{url}/pipelines/delete", headers=headers, json={"id": form_data.id}
+        )
+
+        r.raise_for_status()
+        data = r.json()
+
+        return {**data}
+    except Exception as e:
+        # Handle connection error here
+        print(f"Connection error: {e}")
+
+        detail = "Pipeline not found"
+        if r is not None:
+            try:
+                res = r.json()
+                if "detail" in res:
+                    detail = res["detail"]
+            except Exception:
+                pass
+
+        raise HTTPException(
+            status_code=(r.status_code if r is not None else status.HTTP_404_NOT_FOUND),
+            detail=detail,
+        )
+
+
+@app.get("/api/pipelines")
+async def get_pipelines(urlIdx: Optional[int] = None, user=Depends(get_admin_user)):
+    r = None
+    try:
+        url = openai_app.state.config.OPENAI_API_BASE_URLS[urlIdx]
+        key = openai_app.state.config.OPENAI_API_KEYS[urlIdx]
+
+        headers = {"Authorization": f"Bearer {key}"}
+        r = requests.get(f"{url}/pipelines", headers=headers)
+
+        r.raise_for_status()
+        data = r.json()
+
+        return {**data}
+    except Exception as e:
+        # Handle connection error here
+        print(f"Connection error: {e}")
+
+        detail = "Pipeline not found"
+        if r is not None:
+            try:
+                res = r.json()
+                if "detail" in res:
+                    detail = res["detail"]
+            except Exception:
+                pass
+
+        raise HTTPException(
+            status_code=(r.status_code if r is not None else status.HTTP_404_NOT_FOUND),
+            detail=detail,
+        )
+
+
+@app.get("/api/pipelines/{pipeline_id}/valves")
+async def get_pipeline_valves(
+    urlIdx: Optional[int],
+    pipeline_id: str,
+    user=Depends(get_admin_user),
+):
+    r = None
+    try:
+        url = openai_app.state.config.OPENAI_API_BASE_URLS[urlIdx]
+        key = openai_app.state.config.OPENAI_API_KEYS[urlIdx]
+
+        headers = {"Authorization": f"Bearer {key}"}
+        r = requests.get(f"{url}/{pipeline_id}/valves", headers=headers)
+
+        r.raise_for_status()
+        data = r.json()
+
+        return {**data}
+    except Exception as e:
+        # Handle connection error here
+        print(f"Connection error: {e}")
+
+        detail = "Pipeline not found"
+
+        if r is not None:
+            try:
+                res = r.json()
+                if "detail" in res:
+                    detail = res["detail"]
+            except Exception:
+                pass
+
+        raise HTTPException(
+            status_code=(r.status_code if r is not None else status.HTTP_404_NOT_FOUND),
+            detail=detail,
+        )
+
+
+@app.get("/api/pipelines/{pipeline_id}/valves/spec")
+async def get_pipeline_valves_spec(
+    urlIdx: Optional[int],
+    pipeline_id: str,
+    user=Depends(get_admin_user),
+):
+    r = None
+    try:
+        url = openai_app.state.config.OPENAI_API_BASE_URLS[urlIdx]
+        key = openai_app.state.config.OPENAI_API_KEYS[urlIdx]
+
+        headers = {"Authorization": f"Bearer {key}"}
+        r = requests.get(f"{url}/{pipeline_id}/valves/spec", headers=headers)
+
+        r.raise_for_status()
+        data = r.json()
+
+        return {**data}
+    except Exception as e:
+        # Handle connection error here
+        print(f"Connection error: {e}")
+
+        detail = "Pipeline not found"
+        if r is not None:
+            try:
+                res = r.json()
+                if "detail" in res:
+                    detail = res["detail"]
+            except Exception:
+                pass
+
+        raise HTTPException(
+            status_code=(r.status_code if r is not None else status.HTTP_404_NOT_FOUND),
+            detail=detail,
+        )
+
+
+@app.post("/api/pipelines/{pipeline_id}/valves/update")
+async def update_pipeline_valves(
+    urlIdx: Optional[int],
+    pipeline_id: str,
+    form_data: dict,
+    user=Depends(get_admin_user),
+):
+    r = None
+    try:
+        url = openai_app.state.config.OPENAI_API_BASE_URLS[urlIdx]
+        key = openai_app.state.config.OPENAI_API_KEYS[urlIdx]
+
+        headers = {"Authorization": f"Bearer {key}"}
+        r = requests.post(
+            f"{url}/{pipeline_id}/valves/update",
+            headers=headers,
+            json={**form_data},
+        )
+
+        r.raise_for_status()
+        data = r.json()
+
+        return {**data}
+    except Exception as e:
+        # Handle connection error here
+        print(f"Connection error: {e}")
+
+        detail = "Pipeline not found"
+
+        if r is not None:
+            try:
+                res = r.json()
+                if "detail" in res:
+                    detail = res["detail"]
+            except Exception:
+                pass
+
+        raise HTTPException(
+            status_code=(r.status_code if r is not None else status.HTTP_404_NOT_FOUND),
+            detail=detail,
+        )

backend/open_webui/routers/prompts.py

@@ -1,6 +1,6 @@
 from typing import Optional
 
-from open_webui.apps.webui.models.prompts import (
+from open_webui.models.prompts import (
     PromptForm,
     PromptUserResponse,
     PromptModel,

backend/open_webui/routers/retrieval.py

@@ -18,7 +18,7 @@ import tiktoken
 
 
 from open_webui.storage.provider import Storage
-from open_webui.apps.webui.models.knowledge import Knowledges
+from open_webui.models.knowledge import Knowledges
 from open_webui.apps.retrieval.vector.connector import VECTOR_DB_CLIENT
 
 # Document loaders
@@ -43,7 +43,7 @@ from open_webui.apps.retrieval.web.tavily import search_tavily
 from open_webui.apps.retrieval.web.bing import search_bing
 
 
-from open_webui.apps.retrieval.utils import (
+from backend.open_webui.retrieval.utils import (
     get_embedding_function,
     get_model_path,
     query_collection,
@@ -52,7 +52,7 @@ from open_webui.apps.retrieval.utils import (
     query_doc_with_hybrid_search,
 )
 
-from open_webui.apps.webui.models.files import Files
+from open_webui.models.files import Files
 from open_webui.config import (
     BRAVE_SEARCH_API_KEY,
     KAGI_SEARCH_API_KEY,

backend/open_webui/routers/tasks.py

@@ -2,6 +2,8 @@ from fastapi import APIRouter, Depends, HTTPException, Response, status, Request
 from pydantic import BaseModel
 from starlette.responses import FileResponse
 from typing import Optional
+import logging
+
 
 from open_webui.utils.task import (
     title_generation_template,
@@ -12,6 +14,17 @@ from open_webui.utils.task import (
     moa_response_generation_template,
 )
 from open_webui.utils.auth import get_admin_user, get_verified_user
+from open_webui.constants import TASKS
+
+from open_webui.config import (
+    DEFAULT_QUERY_GENERATION_PROMPT_TEMPLATE,
+    DEFAULT_AUTOCOMPLETE_GENERATION_PROMPT_TEMPLATE,
+)
+from open_webui.env import SRC_LOG_LEVELS
+
+
+log = logging.getLogger(__name__)
+log.setLevel(SRC_LOG_LEVELS["MODELS"])
 
 router = APIRouter()
 
@@ -197,7 +210,9 @@ Artificial Intelligence in Healthcare
 
 
 @router.post("/tags/completions")
-async def generate_chat_tags(form_data: dict, user=Depends(get_verified_user)):
+async def generate_chat_tags(
+    request: Request, form_data: dict, user=Depends(get_verified_user)
+):
 
     if not request.app.state.config.ENABLE_TAGS_GENERATION:
         return JSONResponse(

backend/open_webui/routers/tools.py

@@ -1,14 +1,14 @@
 from pathlib import Path
 from typing import Optional
 
-from open_webui.apps.webui.models.tools import (
+from open_webui.models.tools import (
     ToolForm,
     ToolModel,
     ToolResponse,
     ToolUserResponse,
     Tools,
 )
-from open_webui.apps.webui.utils import load_tools_module_by_id, replace_imports
+from backend.open_webui.utils.plugin import load_tools_module_by_id, replace_imports
 from open_webui.config import CACHE_DIR
 from open_webui.constants import ERROR_MESSAGES
 from fastapi import APIRouter, Depends, HTTPException, Request, status

backend/open_webui/routers/users.py

@@ -1,9 +1,9 @@
 import logging
 from typing import Optional
 
-from open_webui.apps.webui.models.auths import Auths
-from open_webui.apps.webui.models.chats import Chats
-from open_webui.apps.webui.models.users import (
+from open_webui.models.auths import Auths
+from open_webui.models.chats import Chats
+from open_webui.models.users import (
     UserModel,
     UserRoleUpdateForm,
     Users,

backend/open_webui/routers/utils.py

@@ -1,7 +1,7 @@
 import black
 import markdown
 
-from open_webui.apps.webui.models.chats import ChatTitleMessagesForm
+from open_webui.models.chats import ChatTitleMessagesForm
 from open_webui.config import DATA_DIR, ENABLE_ADMIN_EXPORT
 from open_webui.constants import ERROR_MESSAGES
 from fastapi import APIRouter, Depends, HTTPException, Response, status
@@ -76,7 +76,7 @@ async def download_db(user=Depends(get_admin_user)):
             status_code=status.HTTP_401_UNAUTHORIZED,
             detail=ERROR_MESSAGES.ACCESS_PROHIBITED,
         )
-    from open_webui.apps.webui.internal.db import engine
+    from open_webui.internal.db import engine
 
     if engine.name != "sqlite":
         raise HTTPException(

backend/open_webui/routers/webui.py

@@ -5,9 +5,9 @@ import time
 from typing import AsyncGenerator, Generator, Iterator
 
 from open_webui.apps.socket.main import get_event_call, get_event_emitter
-from open_webui.apps.webui.models.functions import Functions
-from open_webui.apps.webui.models.models import Models
-from open_webui.apps.webui.routers import (
+from open_webui.models.functions import Functions
+from open_webui.models.models import Models
+from open_webui.routers import (
     auths,
     chats,
     folders,
@@ -24,7 +24,7 @@ from open_webui.apps.webui.routers import (
     users,
     utils,
 )
-from open_webui.apps.webui.utils import load_function_module_by_id
+from backend.open_webui.utils.plugin import load_function_module_by_id
 from open_webui.config import (
     ADMIN_EMAIL,
     CORS_ALLOW_ORIGIN,

backend/open_webui/socket/main.py

@@ -6,7 +6,7 @@ import logging
 import sys
 import time
 
-from open_webui.apps.webui.models.users import Users
+from open_webui.models.users import Users
 from open_webui.env import (
     ENABLE_WEBSOCKET_SUPPORT,
     WEBSOCKET_MANAGER,

backend/open_webui/test/apps/webui/routers/test_auths.py

@@ -7,8 +7,8 @@ class TestAuths(AbstractPostgresTest):
 
     def setup_class(cls):
         super().setup_class()
-        from open_webui.apps.webui.models.auths import Auths
-        from open_webui.apps.webui.models.users import Users
+        from open_webui.models.auths import Auths
+        from open_webui.models.users import Users
 
         cls.users = Users
         cls.auths = Auths