Update crew.py
Browse files
crew.py
CHANGED
@@ -2,13 +2,11 @@ import os
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from crewai import Agent, Crew, Process, Task
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from crewai.tools import tool
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from crewai_tools import (
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CodeInterpreterTool,
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SerperDevTool,
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WebsiteSearchTool
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)
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from google import genai
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from google.genai import types
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#from openai import OpenAI
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from openinference.instrumentation.crewai import CrewAIInstrumentor
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from phoenix.otel import register
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from util import get_final_answer
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@@ -46,7 +44,6 @@ def run_crew(question, file_path):
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web_search_tool = SerperDevTool()
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web_rag_tool = WebsiteSearchTool()
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#code_execution_tool = CodeInterpreterTool()
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@tool("Image Analysis Tool")
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def image_analysis_tool(question: str, file_path: str) -> str:
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@@ -184,44 +181,33 @@ def run_crew(question, file_path):
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raise RuntimeError(f"Processing failed: {str(e)}")
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@tool("Code Execution Tool")
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def code_execution_tool(
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"""
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Args:
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question (str): Question about a Pyton code file
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file_path (str): The Python code file path
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Returns:
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str:
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Raises:
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RuntimeError: If processing fails"""
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try:
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client = genai.Client(api_key=os.environ["GEMINI_API_KEY"])
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###
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file = client.files.upload(file=file_path)
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response = client.models.generate_content(
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model=CODE_MODEL,
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contents=[file
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config=types.GenerateContentConfig(
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tools=[types.Tool(code_execution=types.ToolCodeExecution)]
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),
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)
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for part in response.candidates[0].content.parts:
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if part.text is not None:
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print("###")
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print(part.text)
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if part.executable_code is not None:
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print("###")
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print(part.executable_code.code)
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if part.code_execution_result is not None:
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print("###")
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print(part.code_execution_result.output)
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return part.code_execution_result.output
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###
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except Exception as e:
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raise RuntimeError(f"Processing failed: {str(e)}")
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@@ -295,8 +281,8 @@ def run_crew(question, file_path):
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code_execution_agent = Agent(
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role="Code Execution Agent",
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goal="
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backstory="As an expert code execution assistant, you
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allow_delegation=False,
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llm=AGENT_MODEL,
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max_iter=3,
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from crewai import Agent, Crew, Process, Task
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from crewai.tools import tool
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from crewai_tools import (
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SerperDevTool,
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WebsiteSearchTool
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)
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from google import genai
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from google.genai import types
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from openinference.instrumentation.crewai import CrewAIInstrumentor
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from phoenix.otel import register
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from util import get_final_answer
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web_search_tool = SerperDevTool()
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web_rag_tool = WebsiteSearchTool()
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@tool("Image Analysis Tool")
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def image_analysis_tool(question: str, file_path: str) -> str:
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raise RuntimeError(f"Processing failed: {str(e)}")
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@tool("Code Execution Tool")
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def code_execution_tool(file_path: str) -> str:
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"""Execute a Python code file and return the result.
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Args:
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file_path (str): The Python code file path
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Returns:
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str: The code execution result
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Raises:
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RuntimeError: If processing fails"""
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try:
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client = genai.Client(api_key=os.environ["GEMINI_API_KEY"])
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file = client.files.upload(file=file_path)
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response = client.models.generate_content(
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model=CODE_MODEL,
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contents=[file],
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config=types.GenerateContentConfig(
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tools=[types.Tool(code_execution=types.ToolCodeExecution)]
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),
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)
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for part in response.candidates[0].content.parts:
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if part.code_execution_result is not None:
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return part.code_execution_result.output
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except Exception as e:
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raise RuntimeError(f"Processing failed: {str(e)}")
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code_execution_agent = Agent(
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role="Code Execution Agent",
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goal="Execute Python code file to help answer question \"{question}\"",
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backstory="As an expert Python code execution assistant, you execute the code file to help answer the question.",
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allow_delegation=False,
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llm=AGENT_MODEL,
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max_iter=3,
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