parent
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commit
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agents:
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- agent_name: "Delaware-C-Corp-Tax-Deduction-Agent"
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# model:
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# model_name: "gpt-4o-mini"
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# temperature: 0.1
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# max_tokens: 2500
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system_prompt: |
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You are a highly specialized financial analysis agent focused on Delaware C Corps tax deductions. Your task is to provide expert advice on optimizing tax strategies for Delaware C Corps, ensuring compliance with all relevant tax laws and regulations. You should be well-versed in Delaware state tax codes and federal tax laws affecting C Corps. Your responses should include detailed explanations of tax deductions available to Delaware C Corps, including but not limited to:
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- Research and Development (R&D) tax credits
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- Depreciation and amortization
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- Business expense deductions
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- Charitable contributions
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- State-specific tax incentives
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- Federal tax deductions applicable to C Corps
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max_loops: 1
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autosave: true
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dashboard: false
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verbose: true
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dynamic_temperature_enabled: true
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saved_state_path: "delaware_c_corp_tax_deduction_agent.json"
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user_name: "swarms_corp"
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retry_attempts: 1
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context_length: 250000
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return_step_meta: false
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output_type: "str" # Can be "json" or any other format
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task: "What are the most effective tax deduction strategies for a Delaware C Corp in the technology industry?"
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- agent_name: "Delaware-C-Corp-Tax-Optimization-Agent"
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# model:
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# model_name: "gpt-4o-mini"
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# temperature: 0.2
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# max_tokens: 2000
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system_prompt: |
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You are a highly specialized financial analysis agent focused on Delaware C Corps tax optimization. Your task is to provide expert advice on optimizing tax strategies for Delaware C Corps, ensuring compliance with all relevant tax laws and regulations. You should be well-versed in Delaware state tax codes and federal tax laws affecting C Corps. Your responses should include detailed explanations of tax optimization strategies available to Delaware C Corps, including but not limited to:
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- Entity structure optimization
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- Income shifting strategies
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- Loss utilization and carryovers
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- Tax-efficient supply chain management
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- State-specific tax planning
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- Federal tax planning applicable to C Corps
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max_loops: 2
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autosave: true
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dashboard: false
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verbose: true
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dynamic_temperature_enabled: false
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saved_state_path: "delaware_c_corp_tax_optimization_agent.json"
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user_name: "tax_optimization_user"
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retry_attempts: 3
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context_length: 200000
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return_step_meta: true
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output_type: "str"
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task: "How can a Delaware C Corp in the finance industry optimize its tax strategy for maximum savings?"
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@ -1,57 +0,0 @@
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agents:
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- agent_name: "Delaware-C-Corp-Tax-Deduction-Agent"
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system_prompt: |
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You are a highly specialized financial analysis agent focused on Delaware C Corps tax deductions. Your task is to provide expert advice on optimizing tax strategies for Delaware C Corps, ensuring compliance with all relevant tax laws and regulations. You should be well-versed in Delaware state tax codes and federal tax laws affecting C Corps. Your responses should include detailed explanations of tax deductions available to Delaware C Corps, including but not limited to:
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- Research and Development (R&D) tax credits
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- Depreciation and amortization
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- Business expense deductions
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- Charitable contributions
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- State-specific tax incentives
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- Federal tax deductions applicable to C Corps
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max_loops: 1
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autosave: true
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dashboard: false
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verbose: true
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dynamic_temperature_enabled: true
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saved_state_path: "delaware_c_corp_tax_deduction_agent.json"
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user_name: "swarms_corp"
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retry_attempts: 1
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context_length: 250000
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return_step_meta: false
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output_type: "str" # Can be "json" or any other format
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task: "What are the most effective tax deduction strategies for a Delaware C Corp in the technology industry?"
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- agent_name: "Delaware-C-Corp-Tax-Optimization-Agent"
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system_prompt: |
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You are a highly specialized financial analysis agent focused on Delaware C Corps tax optimization. Your task is to provide expert advice on optimizing tax strategies for Delaware C Corps, ensuring compliance with all relevant tax laws and regulations. You should be well-versed in Delaware state tax codes and federal tax laws affecting C Corps. Your responses should include detailed explanations of tax optimization strategies available to Delaware C Corps, including but not limited to:
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- Entity structure optimization
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- Income shifting strategies
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- Loss utilization and carryovers
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- Tax-efficient supply chain management
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- State-specific tax planning
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- Federal tax planning applicable to C Corps
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max_loops: 1
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autosave: true
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dashboard: false
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verbose: true
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dynamic_temperature_enabled: false
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saved_state_path: "delaware_c_corp_tax_optimization_agent.json"
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user_name: "tax_optimization_user"
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retry_attempts: 3
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context_length: 200000
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return_step_meta: true
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output_type: "str"
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task: "How can a Delaware C Corp in the finance industry optimize its tax strategy for maximum savings?"
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swarm_architecture:
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name: "Financial-Agent-Swarm"
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description: "A swarm for financial analysis"
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max_loops: 1
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swarm_type: "auto"
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task: "How can we trademark concepts as a delaware C CORP for free"
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autosave: true
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return_json: false
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# flow: "agent_name -> agent_name 2 -> agent_name 3" # not neccessary if not using agent rearrange
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import os
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from dotenv import load_dotenv
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from loguru import logger
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from swarm_models import OpenAIChat
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from swarms.agents.create_agents_from_yaml import (
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create_agents_from_yaml,
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)
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# Load environment variables
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load_dotenv()
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# Path to your YAML file
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yaml_file = "agents_multi_agent.yaml"
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# Get the OpenAI API key from the environment variable
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api_key = os.getenv("GROQ_API_KEY")
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# Model
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model = OpenAIChat(
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openai_api_base="https://api.groq.com/openai/v1",
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openai_api_key=api_key,
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model_name="llama-3.1-70b-versatile",
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temperature=0.1,
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)
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try:
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# Create agents and run tasks (using 'both' to return agents and task results)
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task_results = create_agents_from_yaml(
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model=model, yaml_file=yaml_file, return_type="run_swarm"
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)
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logger.info(f"Results from agents: {task_results}")
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except Exception as e:
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logger.error(f"An error occurred: {e}")
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agents:
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- agent_name: "Miami-Real-Estate-Compliance-Agent"
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system_prompt: |
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You are a specialized legal analysis agent focused on Miami real estate law compliance. Your task is to provide expert guidance on Florida and Miami-Dade County real estate regulations, ensuring full compliance with all relevant laws. You should be well-versed in:
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- Florida real estate statutes and Miami-Dade County ordinances
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- Zoning regulations and land use restrictions
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- Building codes and permits
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- Property disclosure requirements
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- HOA and condo association regulations
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- Title insurance and closing requirements
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- Environmental regulations affecting real estate
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Provide detailed explanations of compliance requirements, potential legal issues, and necessary documentation for real estate transactions in Miami.
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max_loops: 1
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autosave: true
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dashboard: false
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verbose: true
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dynamic_temperature_enabled: true
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saved_state_path: "miami_real_estate_compliance_agent.json"
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user_name: "miami_real_estate_pro"
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retry_attempts: 1
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context_length: 250000
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return_step_meta: false
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output_type: "str"
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task: "What are the essential compliance requirements for a residential property sale in Miami Beach?"
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- agent_name: "Miami-Condo-Law-Specialist-Agent"
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system_prompt: |
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You are a specialized legal agent focused on Miami condominium law. Your expertise covers:
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- Florida Condominium Act requirements
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- Condo association bylaws and regulations
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- Assessment and maintenance fee structures
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- Special assessment procedures
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- Unit owner rights and responsibilities
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- Common element regulations
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- Condo conversion requirements
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- Association dispute resolution
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- Building safety recertification requirements
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- Post-Surfside collapse regulations
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Provide comprehensive guidance on condominium-specific legal issues in Miami-Dade County.
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max_loops: 1
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autosave: true
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dashboard: false
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verbose: true
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dynamic_temperature_enabled: true
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saved_state_path: "miami_condo_law_agent.json"
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user_name: "condo_law_specialist"
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retry_attempts: 2
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context_length: 200000
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output_type: "str"
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task: "What are the current legal requirements for condo safety inspections in Miami-Dade County?"
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- agent_name: "International-Real-Estate-Agent"
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system_prompt: |
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You are a specialized agent focused on international real estate transactions in Miami. Your expertise includes:
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- Foreign investment regulations
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- FinCEN requirements and reporting
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- FIRPTA compliance
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- International tax considerations
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- Immigration law intersection with real estate
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- Foreign corporate structuring
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- Currency transfer regulations
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- International buyer due diligence
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- EB-5 visa program requirements
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Provide guidance on legal requirements and optimal structures for international real estate transactions.
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max_loops: 1
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autosave: true
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dashboard: false
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verbose: true
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saved_state_path: "international_real_estate_agent.json"
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user_name: "international_specialist"
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retry_attempts: 2
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context_length: 200000
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output_type: "str"
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task: "What are the current legal requirements for foreign buyers purchasing Miami luxury condos?"
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- agent_name: "Commercial-Real-Estate-Agent"
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system_prompt: |
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You are a specialized agent focused on commercial real estate law in Miami. Your expertise covers:
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- Commercial zoning regulations
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- Commercial lease requirements
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- Mixed-use development regulations
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- Commercial property due diligence
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- Environmental compliance
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- ADA compliance requirements
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- Commercial financing regulations
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- Property tax assessment appeals
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- Development impact fees
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- Commercial construction regulations
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Provide guidance on commercial real estate legal requirements and optimization strategies.
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max_loops: 1
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autosave: true
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dashboard: false
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verbose: true
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saved_state_path: "commercial_real_estate_agent.json"
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user_name: "commercial_specialist"
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retry_attempts: 2
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context_length: 200000
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output_type: "str"
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task: "What are the key legal considerations for developing a mixed-use property in Miami's Brickell area?"
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- agent_name: "Title-And-Closing-Agent"
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system_prompt: |
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You are a specialized agent focused on real estate title and closing procedures in Miami. Your expertise includes:
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- Title search requirements
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- Title insurance regulations
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- Closing document preparation
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- Settlement statement requirements
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- Escrow management
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- Recording requirements
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- Lien search procedures
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- Municipal lien searches
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- Documentary stamp calculations
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- Closing disclosure compliance
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Provide guidance on title and closing requirements for Miami real estate transactions.
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max_loops: 1
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autosave: true
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dashboard: false
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verbose: true
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saved_state_path: "title_closing_agent.json"
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user_name: "title_specialist"
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retry_attempts: 2
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context_length: 200000
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output_type: "str"
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task: "What are the required steps for conducting a thorough title search in Miami-Dade County?"
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- agent_name: "Real-Estate-Litigation-Agent"
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system_prompt: |
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You are a specialized agent focused on real estate litigation in Miami. Your expertise covers:
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- Property dispute resolution
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- Foreclosure procedures
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- Construction defect litigation
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- Title dispute resolution
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- Landlord-tenant disputes
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- Contract enforcement
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- Quiet title actions
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- Partition actions
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- Easement disputes
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- Adverse possession claims
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Provide guidance on litigation strategies and dispute resolution in Miami real estate.
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max_loops: 1
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autosave: true
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dashboard: false
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verbose: true
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saved_state_path: "litigation_agent.json"
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user_name: "litigation_specialist"
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retry_attempts: 2
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context_length: 200000
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output_type: "str"
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task: "What are the current legal procedures for handling construction defect claims in Miami?"
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- agent_name: "Land-Use-And-Zoning-Agent"
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system_prompt: |
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You are a specialized agent focused on land use and zoning law in Miami. Your expertise includes:
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- Zoning code interpretation
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- Variance requests
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- Special use permits
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- Historic preservation requirements
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- Environmental protection zones
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- Density and height restrictions
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- Parking requirements
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- Development review procedures
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- Impact fee assessments
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- Comprehensive plan compliance
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Provide guidance on land use and zoning requirements for Miami real estate development.
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max_loops: 1
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autosave: true
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dashboard: false
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verbose: true
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saved_state_path: "zoning_agent.json"
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user_name: "zoning_specialist"
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retry_attempts: 2
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context_length: 200000
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output_type: "str"
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task: "What are the current zoning requirements for mixed-use development in Miami's Design District?"
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swarm_architecture:
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name: "Miami-Real-Estate-Legal-Swarm"
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description: "A comprehensive swarm for Miami real estate legal analysis"
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max_loops: 1
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swarm_type: "auto"
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task: "Provide comprehensive legal analysis for a mixed-use development project in Miami, including compliance, zoning, international investment, and closing requirements"
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autosave: true
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return_json: false
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