swarms/api/container.py

65 lines
1.7 KiB

import os
import re
from pathlib import Path
from typing import Dict, List
from fastapi.templating import Jinja2Templates
from swarms.agents.workers.agents import AgentManager
from swarms.tools.main import BaseHandler, FileHandler, FileType
from swarms.tools.main import CsvToDataframe
from swarms.tools.main import BaseToolSet
from swarms.tools.main import ExitConversation, RequestsGet
from swarms.tools.main import CodeEditor
from swarms.tools.main import Terminal
from swarms.tools.main import StaticUploader
BASE_DIR = Path(os.path.dirname(os.path.dirname(os.path.abspath(__file__))))
os.chdir(BASE_DIR / os.getenv["PLAYGROUND_DIR"])
toolsets: List[BaseToolSet] = [
Terminal(),
CodeEditor(),
RequestsGet(),
ExitConversation(),
]
handlers: Dict[FileType, BaseHandler] = {FileType.DATAFRAME: CsvToDataframe()}
if os.getenv["USE_GPU"]:
import torch
from swarms.tools.main import ImageCaptioning
from swarms.tools.main import (
ImageEditing,
InstructPix2Pix,
Text2Image,
VisualQuestionAnswering,
)
if torch.cuda.is_available():
toolsets.extend(
[
Text2Image("cuda"),
ImageEditing("cuda"),
InstructPix2Pix("cuda"),
VisualQuestionAnswering("cuda"),
]
)
handlers[FileType.IMAGE] = ImageCaptioning("cuda")
agent_manager = AgentManager.create(toolsets=toolsets)
file_handler = FileHandler(handlers=handlers, path=BASE_DIR)
templates = Jinja2Templates(directory=BASE_DIR / "api" / "templates")
uploader = StaticUploader.from_settings(
settings, path=BASE_DIR / "static", endpoint="static"
)
reload_dirs = [BASE_DIR / "swarms", BASE_DIR / "api"]