mirror of
https://github.com/open-webui/open-webui
synced 2024-11-07 00:59:52 +00:00
refac: backend/main.py
This commit is contained in:
Michael Poluektov
parent
f9e3c47d4a
commit
e3e02e04e8
474
backend/main.py
474
backend/main.py
@ -1,13 +1,10 @@
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import base64
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import uuid
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import subprocess
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from contextlib import asynccontextmanager
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from authlib.integrations.starlette_client import OAuth
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from authlib.oidc.core import UserInfo
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from bs4 import BeautifulSoup
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import json
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import markdown
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import time
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import os
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import sys
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@ -19,14 +16,11 @@ import shutil
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import os
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import uuid
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import inspect
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import asyncio
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from fastapi.concurrency import run_in_threadpool
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from fastapi import FastAPI, Request, Depends, status, UploadFile, File, Form
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from fastapi.staticfiles import StaticFiles
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from fastapi.responses import JSONResponse
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from fastapi import HTTPException
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from fastapi.middleware.wsgi import WSGIMiddleware
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from fastapi.middleware.cors import CORSMiddleware
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from sqlalchemy import text
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from starlette.exceptions import HTTPException as StarletteHTTPException
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@ -38,7 +32,6 @@ from starlette.responses import StreamingResponse, Response, RedirectResponse
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from apps.socket.main import sio, app as socket_app
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from apps.ollama.main import (
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app as ollama_app,
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OpenAIChatCompletionForm,
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get_all_models as get_ollama_models,
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generate_openai_chat_completion as generate_ollama_chat_completion,
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)
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@ -56,14 +49,14 @@ from apps.webui.main import (
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get_pipe_models,
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generate_function_chat_completion,
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)
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from apps.webui.internal.db import Session, SessionLocal
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from apps.webui.internal.db import Session
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from pydantic import BaseModel
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from typing import List, Optional, Iterator, Generator, Union
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from typing import List, Optional
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from apps.webui.models.auths import Auths
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from apps.webui.models.models import Models, ModelModel
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from apps.webui.models.models import Models
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from apps.webui.models.tools import Tools
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from apps.webui.models.functions import Functions
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from apps.webui.models.users import Users
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@ -86,14 +79,12 @@ from utils.task import (
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from utils.misc import (
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get_last_user_message,
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add_or_update_system_message,
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stream_message_template,
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parse_duration,
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)
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from apps.rag.utils import get_rag_context, rag_template
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from config import (
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CONFIG_DATA,
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WEBUI_NAME,
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WEBUI_URL,
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WEBUI_AUTH,
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@ -101,7 +92,6 @@ from config import (
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VERSION,
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CHANGELOG,
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FRONTEND_BUILD_DIR,
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UPLOAD_DIR,
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CACHE_DIR,
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STATIC_DIR,
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DEFAULT_LOCALE,
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@ -128,9 +118,8 @@ from config import (
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WEBUI_SESSION_COOKIE_SAME_SITE,
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WEBUI_SESSION_COOKIE_SECURE,
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AppConfig,
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BACKEND_DIR,
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DATABASE_URL,
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)
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from constants import ERROR_MESSAGES, WEBHOOK_MESSAGES, TASKS
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from utils.webhook import post_webhook
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@ -355,121 +344,94 @@ async def get_function_call_response(
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else:
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content = response["choices"][0]["message"]["content"]
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if content is None:
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return None, None, False
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# Parse the function response
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if content is not None:
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print(f"content: {content}")
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result = json.loads(content)
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print(result)
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print(f"content: {content}")
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result = json.loads(content)
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print(result)
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citation = None
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# Call the function
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if "name" in result:
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if tool_id in webui_app.state.TOOLS:
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toolkit_module = webui_app.state.TOOLS[tool_id]
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else:
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toolkit_module, frontmatter = load_toolkit_module_by_id(tool_id)
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webui_app.state.TOOLS[tool_id] = toolkit_module
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citation = None
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file_handler = False
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# check if toolkit_module has file_handler self variable
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if hasattr(toolkit_module, "file_handler"):
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file_handler = True
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print("file_handler: ", file_handler)
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if "name" not in result:
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return None, None, False
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if hasattr(toolkit_module, "valves") and hasattr(
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toolkit_module, "Valves"
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):
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valves = Tools.get_tool_valves_by_id(tool_id)
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toolkit_module.valves = toolkit_module.Valves(
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**(valves if valves else {})
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)
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# Call the function
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if tool_id in webui_app.state.TOOLS:
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toolkit_module = webui_app.state.TOOLS[tool_id]
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else:
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toolkit_module, _ = load_toolkit_module_by_id(tool_id)
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webui_app.state.TOOLS[tool_id] = toolkit_module
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file_handler = False
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# check if toolkit_module has file_handler self variable
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if hasattr(toolkit_module, "file_handler"):
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file_handler = True
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print("file_handler: ", file_handler)
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if hasattr(toolkit_module, "valves") and hasattr(toolkit_module, "Valves"):
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valves = Tools.get_tool_valves_by_id(tool_id)
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toolkit_module.valves = toolkit_module.Valves(**(valves if valves else {}))
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function = getattr(toolkit_module, result["name"])
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function_result = None
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try:
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# Get the signature of the function
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sig = inspect.signature(function)
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params = result["parameters"]
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# Extra parameters to be passed to the function
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extra_params = {
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"__model__": model,
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"__id__": tool_id,
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"__messages__": messages,
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"__files__": files,
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"__event_emitter__": __event_emitter__,
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"__event_call__": __event_call__,
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}
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# Add extra params in contained in function signature
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for key, value in extra_params.items():
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if key in sig.parameters:
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params[key] = value
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if "__user__" in sig.parameters:
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# Call the function with the '__user__' parameter included
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__user__ = {
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"id": user.id,
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"email": user.email,
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"name": user.name,
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"role": user.role,
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}
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function = getattr(toolkit_module, result["name"])
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function_result = None
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try:
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# Get the signature of the function
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sig = inspect.signature(function)
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params = result["parameters"]
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if "__user__" in sig.parameters:
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# Call the function with the '__user__' parameter included
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__user__ = {
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"id": user.id,
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"email": user.email,
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"name": user.name,
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"role": user.role,
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}
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try:
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if hasattr(toolkit_module, "UserValves"):
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__user__["valves"] = toolkit_module.UserValves(
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**Tools.get_user_valves_by_id_and_user_id(
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tool_id, user.id
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)
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)
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except Exception as e:
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print(e)
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params = {**params, "__user__": __user__}
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if "__messages__" in sig.parameters:
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# Call the function with the '__messages__' parameter included
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params = {
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**params,
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"__messages__": messages,
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}
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if "__files__" in sig.parameters:
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# Call the function with the '__files__' parameter included
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params = {
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**params,
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"__files__": files,
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}
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if "__model__" in sig.parameters:
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# Call the function with the '__model__' parameter included
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params = {
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**params,
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"__model__": model,
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}
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if "__id__" in sig.parameters:
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# Call the function with the '__id__' parameter included
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params = {
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**params,
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"__id__": tool_id,
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}
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if "__event_emitter__" in sig.parameters:
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# Call the function with the '__event_emitter__' parameter included
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params = {
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**params,
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"__event_emitter__": __event_emitter__,
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}
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if "__event_call__" in sig.parameters:
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# Call the function with the '__event_call__' parameter included
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params = {
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**params,
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"__event_call__": __event_call__,
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}
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if inspect.iscoroutinefunction(function):
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function_result = await function(**params)
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else:
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function_result = function(**params)
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if hasattr(toolkit_module, "citation") and toolkit_module.citation:
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citation = {
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"source": {"name": f"TOOL:{tool.name}/{result['name']}"},
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"document": [function_result],
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"metadata": [{"source": result["name"]}],
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}
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if hasattr(toolkit_module, "UserValves"):
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__user__["valves"] = toolkit_module.UserValves(
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**Tools.get_user_valves_by_id_and_user_id(tool_id, user.id)
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)
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except Exception as e:
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print(e)
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# Add the function result to the system prompt
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if function_result is not None:
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return function_result, citation, file_handler
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params = {**params, "__user__": __user__}
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if inspect.iscoroutinefunction(function):
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function_result = await function(**params)
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else:
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function_result = function(**params)
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if hasattr(toolkit_module, "citation") and toolkit_module.citation:
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citation = {
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"source": {"name": f"TOOL:{tool.name}/{result['name']}"},
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"document": [function_result],
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"metadata": [{"source": result["name"]}],
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}
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except Exception as e:
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print(e)
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# Add the function result to the system prompt
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if function_result is not None:
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return function_result, citation, file_handler
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except Exception as e:
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print(f"Error: {e}")
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@ -484,87 +446,74 @@ async def chat_completion_functions_handler(
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filter_ids = get_filter_function_ids(model)
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for filter_id in filter_ids:
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filter = Functions.get_function_by_id(filter_id)
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if filter:
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if filter_id in webui_app.state.FUNCTIONS:
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function_module = webui_app.state.FUNCTIONS[filter_id]
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else:
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function_module, function_type, frontmatter = (
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load_function_module_by_id(filter_id)
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)
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webui_app.state.FUNCTIONS[filter_id] = function_module
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if not filter:
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continue
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# Check if the function has a file_handler variable
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if hasattr(function_module, "file_handler"):
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skip_files = function_module.file_handler
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if filter_id in webui_app.state.FUNCTIONS:
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function_module = webui_app.state.FUNCTIONS[filter_id]
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else:
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function_module, _, _ = load_function_module_by_id(filter_id)
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webui_app.state.FUNCTIONS[filter_id] = function_module
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if hasattr(function_module, "valves") and hasattr(
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function_module, "Valves"
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):
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valves = Functions.get_function_valves_by_id(filter_id)
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function_module.valves = function_module.Valves(
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**(valves if valves else {})
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)
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# Check if the function has a file_handler variable
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if hasattr(function_module, "file_handler"):
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skip_files = function_module.file_handler
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try:
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if hasattr(function_module, "inlet"):
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inlet = function_module.inlet
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if hasattr(function_module, "valves") and hasattr(function_module, "Valves"):
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valves = Functions.get_function_valves_by_id(filter_id)
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function_module.valves = function_module.Valves(
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**(valves if valves else {})
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)
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# Get the signature of the function
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sig = inspect.signature(inlet)
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params = {"body": body}
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try:
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if hasattr(function_module, "inlet"):
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inlet = function_module.inlet
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if "__user__" in sig.parameters:
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__user__ = {
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"id": user.id,
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"email": user.email,
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"name": user.name,
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"role": user.role,
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}
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# Get the signature of the function
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sig = inspect.signature(inlet)
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params = {"body": body}
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try:
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if hasattr(function_module, "UserValves"):
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__user__["valves"] = function_module.UserValves(
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**Functions.get_user_valves_by_id_and_user_id(
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filter_id, user.id
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)
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# Extra parameters to be passed to the function
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extra_params = {
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"__model__": model,
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"__id__": filter_id,
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"__event_emitter__": __event_emitter__,
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"__event_call__": __event_call__,
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}
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# Add extra params in contained in function signature
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for key, value in extra_params.items():
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if key in sig.parameters:
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params[key] = value
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if "__user__" in sig.parameters:
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__user__ = {
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"id": user.id,
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"email": user.email,
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"name": user.name,
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"role": user.role,
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}
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try:
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if hasattr(function_module, "UserValves"):
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__user__["valves"] = function_module.UserValves(
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**Functions.get_user_valves_by_id_and_user_id(
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filter_id, user.id
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)
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except Exception as e:
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print(e)
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)
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except Exception as e:
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print(e)
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params = {**params, "__user__": __user__}
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params = {**params, "__user__": __user__}
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if "__id__" in sig.parameters:
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params = {
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**params,
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"__id__": filter_id,
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}
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if inspect.iscoroutinefunction(inlet):
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body = await inlet(**params)
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else:
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body = inlet(**params)
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if "__model__" in sig.parameters:
|
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params = {
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**params,
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"__model__": model,
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}
|
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|
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if "__event_emitter__" in sig.parameters:
|
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params = {
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**params,
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"__event_emitter__": __event_emitter__,
|
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}
|
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|
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if "__event_call__" in sig.parameters:
|
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params = {
|
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**params,
|
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"__event_call__": __event_call__,
|
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}
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|
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if inspect.iscoroutinefunction(inlet):
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body = await inlet(**params)
|
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else:
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body = inlet(**params)
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except Exception as e:
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print(f"Error: {e}")
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raise e
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except Exception as e:
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print(f"Error: {e}")
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raise e
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if skip_files:
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if "files" in body:
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@ -1220,86 +1169,73 @@ async def chat_completed(form_data: dict, user=Depends(get_verified_user)):
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for filter_id in filter_ids:
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filter = Functions.get_function_by_id(filter_id)
|
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if filter:
|
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if filter_id in webui_app.state.FUNCTIONS:
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function_module = webui_app.state.FUNCTIONS[filter_id]
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else:
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function_module, function_type, frontmatter = (
|
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load_function_module_by_id(filter_id)
|
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)
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webui_app.state.FUNCTIONS[filter_id] = function_module
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if not filter:
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continue
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|
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if hasattr(function_module, "valves") and hasattr(
|
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function_module, "Valves"
|
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):
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valves = Functions.get_function_valves_by_id(filter_id)
|
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function_module.valves = function_module.Valves(
|
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**(valves if valves else {})
|
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)
|
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if filter_id in webui_app.state.FUNCTIONS:
|
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function_module = webui_app.state.FUNCTIONS[filter_id]
|
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else:
|
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function_module, _, _ = load_function_module_by_id(filter_id)
|
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webui_app.state.FUNCTIONS[filter_id] = function_module
|
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|
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try:
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if hasattr(function_module, "outlet"):
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outlet = function_module.outlet
|
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if hasattr(function_module, "valves") and hasattr(function_module, "Valves"):
|
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valves = Functions.get_function_valves_by_id(filter_id)
|
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function_module.valves = function_module.Valves(
|
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**(valves if valves else {})
|
||||
)
|
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|
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# Get the signature of the function
|
||||
sig = inspect.signature(outlet)
|
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params = {"body": data}
|
||||
try:
|
||||
if hasattr(function_module, "outlet"):
|
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outlet = function_module.outlet
|
||||
|
||||
if "__user__" in sig.parameters:
|
||||
__user__ = {
|
||||
"id": user.id,
|
||||
"email": user.email,
|
||||
"name": user.name,
|
||||
"role": user.role,
|
||||
}
|
||||
# Get the signature of the function
|
||||
sig = inspect.signature(outlet)
|
||||
params = {"body": data}
|
||||
|
||||
try:
|
||||
if hasattr(function_module, "UserValves"):
|
||||
__user__["valves"] = function_module.UserValves(
|
||||
**Functions.get_user_valves_by_id_and_user_id(
|
||||
filter_id, user.id
|
||||
)
|
||||
# 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)
|
||||
)
|
||||
except Exception as e:
|
||||
print(e)
|
||||
|
||||
params = {**params, "__user__": __user__}
|
||||
params = {**params, "__user__": __user__}
|
||||
|
||||
if "__id__" in sig.parameters:
|
||||
params = {
|
||||
**params,
|
||||
"__id__": filter_id,
|
||||
}
|
||||
if inspect.iscoroutinefunction(outlet):
|
||||
data = await outlet(**params)
|
||||
else:
|
||||
data = outlet(**params)
|
||||
|
||||
if "__model__" in sig.parameters:
|
||||
params = {
|
||||
**params,
|
||||
"__model__": model,
|
||||
}
|
||||
|
||||
if "__event_emitter__" in sig.parameters:
|
||||
params = {
|
||||
**params,
|
||||
"__event_emitter__": __event_emitter__,
|
||||
}
|
||||
|
||||
if "__event_call__" in sig.parameters:
|
||||
params = {
|
||||
**params,
|
||||
"__event_call__": __event_call__,
|
||||
}
|
||||
|
||||
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)},
|
||||
)
|
||||
except Exception as e:
|
||||
print(f"Error: {e}")
|
||||
return JSONResponse(
|
||||
status_code=status.HTTP_400_BAD_REQUEST,
|
||||
content={"detail": str(e)},
|
||||
)
|
||||
|
||||
return data
|
||||
|
||||
@ -1387,7 +1323,6 @@ async def generate_title(form_data: dict, user=Depends(get_verified_user)):
|
||||
model_id = task_model_id
|
||||
|
||||
print(model_id)
|
||||
model = app.state.MODELS[model_id]
|
||||
|
||||
template = app.state.config.TITLE_GENERATION_PROMPT_TEMPLATE
|
||||
|
||||
@ -1456,7 +1391,6 @@ async def generate_search_query(form_data: dict, user=Depends(get_verified_user)
|
||||
model_id = task_model_id
|
||||
|
||||
print(model_id)
|
||||
model = app.state.MODELS[model_id]
|
||||
|
||||
template = app.state.config.SEARCH_QUERY_GENERATION_PROMPT_TEMPLATE
|
||||
|
||||
@ -1513,7 +1447,6 @@ async def generate_emoji(form_data: dict, user=Depends(get_verified_user)):
|
||||
model_id = task_model_id
|
||||
|
||||
print(model_id)
|
||||
model = app.state.MODELS[model_id]
|
||||
|
||||
template = '''
|
||||
Your task is to reflect the speaker's likely facial expression through a fitting emoji. Interpret emotions from the message and reflect their facial expression using fitting, diverse emojis (e.g., 😊, 😢, 😡, 😱).
|
||||
@ -1583,7 +1516,7 @@ async def get_tools_function_calling(form_data: dict, user=Depends(get_verified_
|
||||
template = app.state.config.TOOLS_FUNCTION_CALLING_PROMPT_TEMPLATE
|
||||
|
||||
try:
|
||||
context, citation, file_handler = await get_function_call_response(
|
||||
context, _, _ = await get_function_call_response(
|
||||
form_data["messages"],
|
||||
form_data.get("files", []),
|
||||
form_data["tool_id"],
|
||||
@ -1647,6 +1580,7 @@ async def upload_pipeline(
|
||||
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:
|
||||
@ -1670,7 +1604,9 @@ async def upload_pipeline(
|
||||
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:
|
||||
@ -1679,7 +1615,7 @@ async def upload_pipeline(
|
||||
pass
|
||||
|
||||
raise HTTPException(
|
||||
status_code=(r.status_code if r is not None else status.HTTP_404_NOT_FOUND),
|
||||
status_code=status_code,
|
||||
detail=detail,
|
||||
)
|
||||
finally:
|
||||
@ -1778,8 +1714,6 @@ async def delete_pipeline(form_data: DeletePipelineForm, user=Depends(get_admin_
|
||||
async def get_pipelines(urlIdx: Optional[int] = None, user=Depends(get_admin_user)):
|
||||
r = None
|
||||
try:
|
||||
urlIdx
|
||||
|
||||
url = openai_app.state.config.OPENAI_API_BASE_URLS[urlIdx]
|
||||
key = openai_app.state.config.OPENAI_API_KEYS[urlIdx]
|
||||
|
||||
|
||||
Loading…
Reference in New Issue
Block a user