인프런 커뮤니티 질문&답변

안녕하세요! 열심히 수강중입니다.
다름이 아니고 멀티에이전트를 만드는 과정에서

분명히 체인이 잘 작동하는데

그라디오에서만 에러가 나고 있어요.

또한 처리 속도도 20초가 넘어가서

제가 어떤 부분을 실수하고 있는지 강사님의 조언이 필요합니다.

아래는 에러 화면과 코드입니다.

import os
from dotenv import load_dotenv
load_dotenv()
OPENAI_API_KEY = os.getenv('OPENAI_API_KEY')
TAVILY_API_KEY = os.getenv('TAVILY_API_KEY')

from crewai import Agent, Task, Crew, Process
from langchain_openai import ChatOpenAI
from langchain_community.tools.tavily_search import TavilySearchResults
from crewai_tools import WebsiteSearchTool
import gradio as gr

# LLM
llm = ChatOpenAI(model='gpt-3.5-turbo', temperature=0, api_key=OPENAI_API_KEY)

# Instantiate tools
search_tool = TavilySearchResults(api_key=TAVILY_API_KEY)
web_rag_tool = WebsiteSearchTool()

def test_crew(topic):
    researcher = Agent(
        role='Market Research Analyst',
        goal=f'Provide up-to-date market analysis of AI video editing tool. Focus on the topic: {topic}',
        backstory='An expert analyst with a keen eye for AI video editing market trends.',
        tools=[search_tool, web_rag_tool],
        allow_delegation=False,
        verbose=True,
        llm=llm,
        max_iter=3,
        max_rpm=10,
        function_calling="ALWAYS"
    )

    reporter = Agent(
        role='Content Writer',
        goal=f'Analyze AI video editing market data to extract actionable insights and business decision in developing AI video editing products. Focus on the topic: {topic}',
        backstory='A skilled writer with a passion for technology.',
        allow_delegation=False,
        llm=llm
    )

    # Define tasks
    research = Task(
        description=f'Explore the internet to pinpoint emerging trends and potential AI video editing tool development opportunities. Focus on the topic: {topic}',
        expected_output='A summary of the top 3 key insights in developing competitive AI video editing tool. Make sure to add reference Webpages. Also name trending services',
        agent=researcher
    )

    report = Task(
        description=f'Analyze AI video editing market data to extract actionable insights and business decision in developing AI video editing products based on the research of the previous agent. Plus name the current trending services.',
        expected_output=f'A 4-paragraph reports formatted in markdown with engaging, informative, and accessible content, avoiding complex jargon. Make sure to add reference Webpages and compile a concise report in Korean Hangul. Focus on the topic: {topic}',
        agent=reporter
    )

    # Assemble a crew with planning enabled
    my_crew = Crew(
        agents=[researcher, reporter],
        tasks=[research, report],
        process=Process.sequential
    )

    # Execute tasks
    result = my_crew.kickoff()
    return result

def process_query(message, history):
    topic = "비디오 편집 트렌드"  # 사용자 메시지 또는 컨텍스트에 따라 주제 정의
    return test_crew(topic)

if __name__ == '__main__':
    app = gr.ChatInterface(
        fn=process_query,
        title="AI 비디오 트랜드 봇",
        description="AI 비디오 편집 도구 트렌드를 파악하여 투자 인사이트를 제공합니다."
    )

    app.launch()