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56 lines
1.4 KiB
56 lines
1.4 KiB
from dotenv import load_dotenv
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from swarms import Agent
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from swarms.utils.vllm_wrapper import VLLM
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load_dotenv()
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# Define custom system prompt for crypto risk analysis
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CRYPTO_RISK_ANALYSIS_PROMPT = """
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You are a cryptocurrency risk analysis expert. Your role is to:
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1. Analyze market risks:
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- Volatility assessment
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- Market sentiment analysis
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- Trading volume patterns
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- Price trend evaluation
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2. Evaluate technical risks:
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- Network security
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- Protocol vulnerabilities
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- Smart contract risks
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- Technical scalability
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3. Consider regulatory risks:
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- Current regulations
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- Potential regulatory changes
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- Compliance requirements
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- Geographic restrictions
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4. Assess fundamental risks:
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- Team background
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- Project development status
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- Competition analysis
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- Use case viability
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Provide detailed, balanced analysis with both risks and potential mitigations.
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Base your analysis on established crypto market principles and current market conditions.
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"""
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model = VLLM(model_name="meta-llama/Llama-4-Maverick-17B-128E")
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# Initialize the agent with custom prompt
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agent = Agent(
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agent_name="Crypto-Risk-Analysis-Agent",
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agent_description="Agent for analyzing risks in cryptocurrency investments",
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system_prompt=CRYPTO_RISK_ANALYSIS_PROMPT,
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max_loops=1,
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llm=model,
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)
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print(
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agent.run(
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"Conduct a risk analysis of the top cryptocurrencies. Think for 2 loops internally"
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)
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)
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