feat: Add crew train cli (#624)

* fix: fix crewai-tools cli command

* feat: add crewai train CLI command

* feat: add the tests

* fix: fix typing hinting issue on code

* fix: test.yml

* fix: fix test

* fix: removed fix since it didnt changed the test
This commit is contained in:
Eduardo Chiarotti
2024-05-23 18:46:45 -03:00
committed by GitHub
parent a336381849
commit 24ed8a2549
16 changed files with 278 additions and 45 deletions

View File

@@ -2,6 +2,7 @@ import click
import pkg_resources
from .create_crew import create_crew
from .train_crew import train_crew
@click.group()
@@ -27,11 +28,25 @@ def version(tools):
if tools:
try:
tools_version = pkg_resources.get_distribution("crewai[tools]").version
tools_version = pkg_resources.get_distribution("crewai-tools").version
click.echo(f"crewai tools version: {tools_version}")
except pkg_resources.DistributionNotFound:
click.echo("crewai tools not installed")
@crewai.command()
@click.option(
"-n",
"--n_iterations",
type=int,
default=5,
help="Number of iterations to train the crew",
)
def train(n_iterations: int):
"""Train the crew."""
click.echo(f"Training the crew for {n_iterations} iterations")
train_crew(n_iterations)
if __name__ == "__main__":
crewai()

View File

@@ -1,4 +1,5 @@
#!/usr/bin/env python
import sys
from {{folder_name}}.crew import {{crew_name}}Crew
@@ -7,4 +8,15 @@ def run():
inputs = {
'topic': 'AI LLMs'
}
{{crew_name}}Crew().crew().kickoff(inputs=inputs)
{{crew_name}}Crew().crew().kickoff(inputs=inputs)
def train():
"""
Train the crew for a given number of iterations.
"""
try:
{{crew_name}}Crew().crew().train(n_iterations=int(sys.argv[1]))
except Exception as e:
raise Exception(f"An error occurred while training the crew: {e}")

View File

@@ -6,11 +6,12 @@ authors = ["Your Name <you@example.com>"]
[tool.poetry.dependencies]
python = ">=3.10,<=3.13"
crewai = {extras = ["tools"], version = "^0.30.11"}
crewai = { extras = ["tools"], version = "^0.30.11" }
[tool.poetry.scripts]
{{folder_name}} = "{{folder_name}}.main:run"
train = "{{folder_name}}.main:train"
[build-system]
requires = ["poetry-core"]
build-backend = "poetry.core.masonry.api"
build-backend = "poetry.core.masonry.api"

View File

@@ -0,0 +1,29 @@
import subprocess
import click
def train_crew(n_iterations: int) -> None:
"""
Train the crew by running a command in the Poetry environment.
Args:
n_iterations (int): The number of iterations to train the crew.
"""
command = ["poetry", "run", "train", str(n_iterations)]
try:
if n_iterations <= 0:
raise ValueError("The number of iterations must be a positive integer.")
result = subprocess.run(command, capture_output=False, text=True, check=True)
if result.stderr:
click.echo(result.stderr, err=True)
except subprocess.CalledProcessError as e:
click.echo(f"An error occurred while training the crew: {e}", err=True)
click.echo(e.output, err=True)
except Exception as e:
click.echo(f"An unexpected error occurred: {e}", err=True)