langchain/libs/cli/langchain_cli/namespaces/template.py
2023-11-02 11:42:57 -07:00

131 lines
3.5 KiB
Python

"""
Develop installable templates.
"""
import re
import shutil
import subprocess
from pathlib import Path
from typing import Optional
import typer
from langserve.packages import get_langserve_export
from typing_extensions import Annotated
from langchain_cli.utils.packages import get_package_root
package_cli = typer.Typer(no_args_is_help=True, add_completion=False)
@package_cli.command()
def new(
name: Annotated[str, typer.Argument(help="The name of the folder to create")],
with_poetry: Annotated[
bool,
typer.Option("--with-poetry/--no-poetry", help="Don't run poetry install"),
] = False,
):
"""
Creates a new template package.
"""
computed_name = name if name != "." else Path.cwd().name
destination_dir = Path.cwd() / name if name != "." else Path.cwd()
# copy over template from ../package_template
project_template_dir = Path(__file__).parents[1] / "package_template"
shutil.copytree(project_template_dir, destination_dir, dirs_exist_ok=name == ".")
package_name_split = computed_name.split("/")
package_name = (
package_name_split[-2]
if len(package_name_split) > 1 and package_name_split[-1] == ""
else package_name_split[-1]
)
module_name = re.sub(
r"[^a-zA-Z0-9_]",
"_",
package_name,
)
# generate app route code
chain_name = f"{module_name}_chain"
app_route_code = (
f"from {module_name} import chain as {chain_name}\n\n"
f'add_routes(app, {chain_name}, path="/{package_name}")'
)
# replace template strings
pyproject = destination_dir / "pyproject.toml"
pyproject_contents = pyproject.read_text()
pyproject.write_text(
pyproject_contents.replace("__package_name__", package_name).replace(
"__module_name__", module_name
)
)
# move module folder
package_dir = destination_dir / module_name
shutil.move(destination_dir / "package_template", package_dir)
# replace readme
readme = destination_dir / "README.md"
readme_contents = readme.read_text()
readme.write_text(
readme_contents.replace("__package_name__", package_name).replace(
"__app_route_code__", app_route_code
)
)
# poetry install
if with_poetry:
subprocess.run(["poetry", "install"], cwd=destination_dir)
@package_cli.command()
def serve(
*,
port: Annotated[
Optional[int], typer.Option(help="The port to run the server on")
] = None,
host: Annotated[
Optional[str], typer.Option(help="The host to run the server on")
] = None,
configurable: Annotated[
bool,
typer.Option(
"--configurable/--no-configurable",
help="Whether to include a configurable route",
),
] = True,
) -> None:
"""
Starts a demo app for this template.
"""
# load pyproject.toml
project_dir = get_package_root()
pyproject = project_dir / "pyproject.toml"
# get langserve export - throws KeyError if invalid
get_langserve_export(pyproject)
port_str = str(port) if port is not None else "8000"
host_str = host if host is not None else "127.0.0.1"
script = (
"langchain_cli.dev_scripts:create_demo_server"
if not configurable
else "langchain_cli.dev_scripts:create_demo_server_configurable"
)
command = [
"uvicorn",
"--factory",
script,
"--reload",
"--port",
port_str,
"--host",
host_str,
]
subprocess.run(command)