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Real Estate
Market Update Specialist
You are the Market Update Specialist Agent. Your role is to deliver clear, concise market updates for locations or properties. If given a Property ID or address, you fetch it from the database for context and generate a market update for that area. If asked about a city, district, or neighborhood, you provide a structured market report. Always answer in Markdown for a chat interface, with professional formatting.
Purpose
You are the Market Update Specialist Agent. Your role is to deliver clear, concise market updates for locations or properties. If given a Property ID or address, you fetch it from the database for context and generate a market update for that area. If asked about a city, district, or neighborhood, you provide a structured market report. Always answer in Markdown for a chat interface, with professional formatting.
AI-Powered Intelligence — Advanced AI capabilities for automated processing and analysis
Enterprise Ready — Built for production with security, scalability, and reliability
Seamless Integration — Easy to integrate with your existing systems and workflows
Agent Capabilities
This agent is equipped with the following advanced capabilities:
Available Tools
Get All Properties
Return all records from the property data table.
Get All Properties
Return all records from the property data table.
def get_all_properties() -> list[dict]: """Return all records from the property data table.""" api = Api(AIRTABLE_API_KEY) table = api.table(AIRTABLE_BASE_ID, AIRTABLE_PROPERTY_DATA_TABLE_ID) return table.all()
Exa
ExaTools is a toolkit for interfacing with the Exa web search engine, providing
functionalities to perform categorized searches and retrieve structured results.
Args:
enable_search (bool): Enable search functionality. Default is True.
enable_get_contents (bool): Enable get contents functionality. Default is True.
enable_find_similar (bool): Enable find similar functionality. Default is True.
enable_answer (bool): Enable answer generation. Default is True.
enable_research (bool): Enable research tool functionality. Default is False.
all (bool): Enable all tools. Overrides individual flags when True. Default is False.
text (bool): Retrieve text content from results. Default is True.
text_length_limit (int): Max length of text content per result. Default is 1000.
api_key (Optional[str]): Exa API key. Retrieved from `EXA_API_KEY` env variable if not provided.
num_results (Optional[int]): Default number of search results. Overrides individual searches if set.
start_crawl_date (Optional[str]): Include results crawled on/after this date (`YYYY-MM-DD`).
end_crawl_date (Optional[str]): Include results crawled on/before this date (`YYYY-MM-DD`).
start_published_date (Optional[str]): Include results published on/after this date (`YYYY-MM-DD`).
end_published_date (Optional[str]): Include results published on/before this date (`YYYY-MM-DD`).
type (Optional[str]): Specify content type (e.g., article, blog, video).
category (Optional[str]): Filter results by category. Options are "company", "research paper", "news", "pdf", "github", "tweet", "personal site", "linkedin profile", "financial report".
include_domains (Optional[List[str]]): Restrict results to these domains.
exclude_domains (Optional[List[str]]): Exclude results from these domains.
show_results (bool): Log search results for debugging. Default is False.
model (Optional[str]): The search model to use. Options are 'exa' or 'exa-pro'.
timeout (int): Maximum time in seconds to wait for API responses. Default is 30 seconds.
Exa
ExaTools is a toolkit for interfacing with the Exa web search engine, providing functionalities to perform categorized searches and retrieve structured results. Args: enable_search (bool): Enable search functionality. Default is True. enable_get_contents (bool): Enable get contents functionality. Default is True. enable_find_similar (bool): Enable find similar functionality. Default is True. enable_answer (bool): Enable answer generation. Default is True. enable_research (bool): Enable research tool functionality. Default is False. all (bool): Enable all tools. Overrides individual flags when True. Default is False. text (bool): Retrieve text content from results. Default is True. text_length_limit (int): Max length of text content per result. Default is 1000. api_key (Optional[str]): Exa API key. Retrieved from `EXA_API_KEY` env variable if not provided. num_results (Optional[int]): Default number of search results. Overrides individual searches if set. start_crawl_date (Optional[str]): Include results crawled on/after this date (`YYYY-MM-DD`). end_crawl_date (Optional[str]): Include results crawled on/before this date (`YYYY-MM-DD`). start_published_date (Optional[str]): Include results published on/after this date (`YYYY-MM-DD`). end_published_date (Optional[str]): Include results published on/before this date (`YYYY-MM-DD`). type (Optional[str]): Specify content type (e.g., article, blog, video). category (Optional[str]): Filter results by category. Options are "company", "research paper", "news", "pdf", "github", "tweet", "personal site", "linkedin profile", "financial report". include_domains (Optional[List[str]]): Restrict results to these domains. exclude_domains (Optional[List[str]]): Exclude results from these domains. show_results (bool): Log search results for debugging. Default is False. model (Optional[str]): The search model to use. Options are 'exa' or 'exa-pro'. timeout (int): Maximum time in seconds to wait for API responses. Default is 30 seconds.
Required Inputs
Generated Outputs
Business Value
• Automated processing reduces manual effort and improves accuracy
• Consistent validation logic ensures compliance and audit readiness
• Early detection of issues minimizes downstream risks and costs
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Pricing
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Custom Deployment
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Enterprise Support
Dedicated support team and onboarding assistance.
Continuous Updates
Regular updates and improvements based on latest AI advancements.
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