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https://github.com/crewAIInc/crewAI.git
synced 2026-01-08 15:48:29 +00:00
feat: add Dockerfile, Makefile and update version of code
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@@ -1,8 +1,4 @@
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# Use an official Ubuntu as a parent image
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FROM ubuntu:20.04
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# Set environment variables
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ENV DEBIAN_FRONTEND=noninteractive
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FROM python:3.11-slim
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# Install common utilities
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RUN apt-get update && apt-get install -y \
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@@ -11,9 +7,6 @@ RUN apt-get update && apt-get install -y \
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wget \
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software-properties-common
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# Install Python
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RUN apt-get install -y python3 python3-pip
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# Clean up
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RUN apt-get clean && rm -rf /var/lib/apt/lists/*
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6
src/crewai_tools/tools/code_interpreter_tool/Makefile
Normal file
6
src/crewai_tools/tools/code_interpreter_tool/Makefile
Normal file
@@ -0,0 +1,6 @@
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# Makefile
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IMAGE_NAME=code-interpreter
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TAG=latest
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build:
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docker build -t $(IMAGE_NAME):$(TAG) .
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@@ -6,23 +6,27 @@ from pydantic.v1 import BaseModel, Field
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class FixedCodeInterpreterSchemaSchema(BaseModel):
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"""Input for DirectoryReadTool."""
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"""Input for CodeInterpreterTool."""
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pass
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class CodeInterpreterSchema(FixedCodeInterpreterSchemaSchema):
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"""Input for DirectoryReadTool."""
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"""Input for CodeInterpreterTool."""
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code: str = Field(
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...,
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description="Python3 code used to be interpreted in the Docker container and output the result",
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description="Python3 code used to be interpreted in the Docker container. ALWAYS PRINT the final result and the output of the code",
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)
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libraries_used: Optional[str] = Field(
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None,
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description="List of libraries used in the code with proper installing names separated by commas. Example: numpy,pandas,beautifulsoup4",
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)
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class CodeInterpreterTool(BaseTool):
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name: str = "Code Interpreter"
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description: str = "Interprets Python code in a Docker container"
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description: str = "Interprets Python code in a Docker container. ALWAYS PRINT the final result and the output of the code"
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args_schema: Type[BaseModel] = CodeInterpreterSchema
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code: Optional[str] = None
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@@ -30,28 +34,41 @@ class CodeInterpreterTool(BaseTool):
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super().__init__(**kwargs)
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if code is not None:
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self.code = code
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self.description = (
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"A tool that can be used to run Python code in a Docker container"
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)
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self.description = "Interprets Python code in a Docker container. ALWAYS PRINT the final result and the output of the code"
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self.args_schema = FixedCodeInterpreterSchemaSchema
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self._generate_description()
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def _run(self, **kwargs):
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code = kwargs.get("code", self.code)
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return self.run_code_in_docker(code)
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libraries_used = kwargs.get("libraries_used", None)
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return self.run_code_in_docker(code, libraries_used)
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def run_code_in_docker(self, code):
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def run_code_in_docker(self, code, libraries_used):
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client = docker.from_env()
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container = client.containers.run(
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"code-interpreter",
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command=f'python3 -c "{code}"',
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detach=True,
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working_dir="/workspace",
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)
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result = container.logs().decode("utf-8")
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def run_code(container, code):
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cmd_to_run = f'python3 -c "{code}"'
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exec_result = container.exec_run(cmd_to_run)
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return exec_result
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container = client.containers.run(
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"code-interpreter", detach=True, tty=True, working_dir="/workspace"
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)
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if libraries_used:
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self._install_libraries(container, libraries_used.split(","))
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exec_result = run_code(container, code)
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container.stop()
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container.remove()
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if exec_result.exit_code != 0:
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return f"Something went wrong while running the code: \n{exec_result.output.decode('utf-8')}"
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return result
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return exec_result.output.decode("utf-8")
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def _install_libraries(self, container, libraries):
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"""
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Install missing libraries in the Docker container
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"""
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for library in libraries:
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container.exec_run(f"pip install {library}")
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