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making cryptocurrency report based on internet research with korean Hangul.

app.py

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+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 langchain_openai import ChatOpenAI
+from crewai import Agent, Task, Crew, Process
+
+llm = ChatOpenAI(model='gpt-3.5-turbo', temperature=0, api_key=OPENAI_API_KEY)
+
+from langchain_community.tools.tavily_search import TavilySearchResults
+
+search_tool = TavilySearchResults(api_key = TAVILY_API_KEY)
+
+def rus_crypto_crew(topic):
+    researcher = Agent(
+        role = 'Market Researcher',
+        goal = f'Uncover emerging trend and investment opportunities in the cryptocurrency market in 2024. Focus on topic {topic}',
+        backstory = 'Identify groundbreaking trend and actionable insights.',
+        verbose = True,
+        tools = [search_tool],
+        allow_delegation = False,
+        llm = llm,
+        max_iter = 3,
+        max_rpm = 10
+    )
+
+    analyst = Agent(
+        role = 'investment analyst',
+        goal = f'Analyze cryptocurrency market data to extract actionable insights and investment leads. Focus on topic {topic}',
+        backstory = 'Draw meaningful conclusion from market data.',
+        verbose = True,
+        allow_delegation = False,
+        llm = llm
+    )
+
+    translator = Agent(
+        role = 'translator',
+        goal = 'Translate report about cryptocurrency market data into korean',
+        backstory = 'Translate this sentence into very natural Korean.',
+        verbose = True,
+        allow_delegation = False,
+        llm = llm
+    )
+
+
+    research_task = Task(
+        description = 'Explore the internet to pinpoint emerging trends and potential investment opportunities.',
+        agent = researcher,
+        expected_output='A detailed summary of the reserch results in string format'
+    )
+
+    analyze_task = Task(
+        description = 'Analyze the provided cryptocurrency market data to extract key insights and compile a concise report.',
+        agent = analyst,
+        expected_output='A refined finalized version of the report in string format'
+    )
+
+    translate_task = Task(
+        description = 'Translate documents written by analyst into korean.',
+        agent = translator,
+        expected_output = 'A translated report written by analyst(english into korean).'
+    )
+
+    crypto_crew = Crew(
+        agents = [researcher, analyst, translator],
+        tasks = [research_task, analyze_task, translate_task],
+        process = Process.sequential
+    )
+
+    result = crypto_crew.kickoff()
+    return result
+
+import gradio as gr
+
+def process_query(message, history):
+    return rus_crypto_crew(message)
+
+app = gr.ChatInterface(
+    fn = process_query,
+    title = 'Crypto Investment Advisor Bot',
+    description = '암호화폐 관련 트렌드를 파악하여 투자 인사이트를 제공해드립니다.'
+)
+app.launch()