mirror of
https://github.com/tiennm99/DocsGPT.git
synced 2026-10-04 20:13:04 +00:00
- docsgpt api binds 127.0.0.1 by default, like gunicorn and uvicorn do; --host 0.0.0.0 exposes it. The docs say so. - The embedded Milvus and LanceDB defaults derive from the data home, so they follow DOCSGPT_HOME like the faiss indexes and uploads do. A checkout run from its root and the Docker image resolve to the same paths as before. - The docs and the pyproject comment describe the CPU torch install as two steps (torch and torchvision from the PyTorch CPU index first, then the docling extra): pip picks the highest version across indexes, so --extra-index-url only yields the CPU build while that index keeps pace with PyPI. - AGENTS.md separates DOCSGPT_HOME (moves the data home) from DOCSGPT_ENV_FILE (selects the .env file); the docs example uses a password placeholder.
146 lines
5.4 KiB
Python
146 lines
5.4 KiB
Python
"""The ``docsgpt`` command: run the API, the worker and the maintenance scripts.
|
|
|
|
Every subcommand imports what it needs when it runs, so ``docsgpt --help``
|
|
stays instant and does not touch the database.
|
|
"""
|
|
|
|
from __future__ import annotations
|
|
|
|
import argparse
|
|
import logging
|
|
import os
|
|
import sys
|
|
from typing import Optional, Sequence
|
|
|
|
from docsgpt.version import __version__
|
|
|
|
DEFAULT_HOST = "127.0.0.1"
|
|
DEFAULT_PORT = 7091
|
|
DEFAULT_QUEUES = "docsgpt,parsing,embeddings"
|
|
|
|
|
|
def _api(args: argparse.Namespace) -> int:
|
|
"""Serve the ASGI app: gunicorn with the bounded-drain uvicorn worker, or uvicorn when reloading."""
|
|
if args.reload or sys.platform == "win32":
|
|
import uvicorn
|
|
|
|
uvicorn.run("docsgpt.asgi:asgi_app", host=args.host, port=args.port, reload=args.reload)
|
|
return 0
|
|
|
|
from gunicorn.app.wsgiapp import run as gunicorn_run
|
|
|
|
argv = [
|
|
"gunicorn",
|
|
"-w", str(args.workers),
|
|
"-k", "docsgpt.gunicorn_worker.BoundedDrainUvicornWorker",
|
|
"--bind", f"{args.host}:{args.port}",
|
|
"--timeout", "180",
|
|
"--graceful-timeout", "120",
|
|
"--keep-alive", "5",
|
|
"--max-requests", "5000",
|
|
"--max-requests-jitter", "500",
|
|
"--config", "python:docsgpt.gunicorn_conf",
|
|
]
|
|
if os.path.isdir("/dev/shm"):
|
|
argv += ["--worker-tmp-dir", "/dev/shm"]
|
|
argv.append("docsgpt.asgi:asgi_app")
|
|
sys.argv = argv
|
|
gunicorn_run()
|
|
return 0
|
|
|
|
|
|
def _worker(args: argparse.Namespace) -> int:
|
|
"""Run the Celery worker (with the beat scheduler unless ``--no-beat``)."""
|
|
from docsgpt.app import celery
|
|
|
|
argv = ["worker", "-l", args.loglevel, "-Q", args.queues]
|
|
if args.concurrency:
|
|
argv += ["--concurrency", str(args.concurrency)]
|
|
if args.beat:
|
|
argv.append("-B")
|
|
pool = args.pool or ("solo" if sys.platform == "darwin" else None)
|
|
if pool:
|
|
argv += ["--pool", pool]
|
|
celery.worker_main(argv)
|
|
return 0
|
|
|
|
|
|
def _migrate(args: argparse.Namespace) -> int:
|
|
"""Create the Postgres database if asked and migrate it to head."""
|
|
from docsgpt.core.settings import settings
|
|
from docsgpt.storage.db.bootstrap import ensure_database_ready
|
|
|
|
logging.basicConfig(level=logging.INFO, format="%(levelname)s %(name)s: %(message)s")
|
|
if not settings.POSTGRES_URI:
|
|
print("POSTGRES_URI is not set; nothing to migrate.", file=sys.stderr)
|
|
return 2
|
|
ensure_database_ready(
|
|
settings.POSTGRES_URI,
|
|
create_db=args.create_db,
|
|
migrate=True,
|
|
logger=logging.getLogger("docsgpt.migrate"),
|
|
)
|
|
return 0
|
|
|
|
|
|
# Maintenance scripts keep their own argument parsers; the command hands
|
|
# everything after the script name to them untouched (argparse would try to
|
|
# interpret the options itself).
|
|
SCRIPTS = {
|
|
"prefetch-models": ("prefetch_models", "download the embedding, tokenizer and parser models"),
|
|
"verify-offline": ("verify_offline", "check that the install runs with networking off"),
|
|
"reembed": ("reembed", "re-embed every index with the configured embedding model"),
|
|
}
|
|
|
|
|
|
def _run_script(module: str, argv: list[str]) -> int:
|
|
import importlib
|
|
|
|
return int(importlib.import_module(f"docsgpt.scripts.{module}").main(argv) or 0)
|
|
|
|
|
|
def build_parser() -> argparse.ArgumentParser:
|
|
parser = argparse.ArgumentParser(prog="docsgpt", description="DocsGPT: private AI for agents, assistants and search.")
|
|
parser.add_argument("--version", action="version", version=f"docsgpt {__version__}")
|
|
commands = parser.add_subparsers(dest="command", metavar="<command>")
|
|
|
|
api = commands.add_parser("api", help="serve the HTTP API")
|
|
api.add_argument("--host", default=DEFAULT_HOST, help="interface to listen on (default: localhost; 0.0.0.0 for all)")
|
|
api.add_argument("--port", type=int, default=DEFAULT_PORT)
|
|
api.add_argument("--workers", type=int, default=1, help="gunicorn worker processes (default: 1)")
|
|
api.add_argument("--reload", action="store_true", help="development mode: uvicorn with auto-reload")
|
|
api.set_defaults(func=_api)
|
|
|
|
worker = commands.add_parser("worker", help="run the Celery worker (and the scheduler)")
|
|
worker.add_argument("-Q", "--queues", default=DEFAULT_QUEUES, help=f"queues to consume (default: {DEFAULT_QUEUES})")
|
|
worker.add_argument("--concurrency", type=int, help="worker processes (default: one per CPU)")
|
|
worker.add_argument("--pool", help="celery pool (default: prefork; solo on macOS)")
|
|
worker.add_argument("-l", "--loglevel", default="INFO")
|
|
worker.add_argument("--no-beat", dest="beat", action="store_false", help="do not embed the beat scheduler")
|
|
worker.set_defaults(func=_worker)
|
|
|
|
migrate = commands.add_parser("migrate", help="create the database if needed and run the migrations")
|
|
migrate.add_argument("--no-create", dest="create_db", action="store_false", help="fail instead of creating a missing database")
|
|
migrate.set_defaults(func=_migrate)
|
|
|
|
for name, (module, help_text) in SCRIPTS.items():
|
|
commands.add_parser(name, help=f"{help_text} (docsgpt.scripts.{module})", add_help=False)
|
|
|
|
return parser
|
|
|
|
|
|
def main(argv: Optional[Sequence[str]] = None) -> int:
|
|
argv = list(sys.argv[1:] if argv is None else argv)
|
|
if argv and argv[0] in SCRIPTS:
|
|
return _run_script(SCRIPTS[argv[0]][0], argv[1:])
|
|
parser = build_parser()
|
|
args = parser.parse_args(argv)
|
|
if not args.command:
|
|
parser.print_help()
|
|
return 2
|
|
return args.func(args)
|
|
|
|
|
|
if __name__ == "__main__":
|
|
sys.exit(main())
|