| title | HomeFinder AI | |
|---|---|---|
| emoji | 🚀 | |
| colorFrom | red | |
| colorTo | red | |
| sdk | docker | |
| app_port | 8501 | |
| tags |
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| pinned | false | |
| short_description | Find Zillow homes then Extracts their details for further an |
HomeFinder AI is an innovative, AI-powered tool designed to revolutionize the residential property search process in the United States. By replacing traditional, form-based searching with a conversational chat interface, the application quickly converts natural language housing requests into actionable, analyzed market data.
Tired of endless clicks and confusing search filters? HomeFinder AI uses cutting-edge language models to understand your ideal home description, automates the complex data collection process via Apify, and presents the key market insights you need to make the best decision.
- Conversational Interface: Simply chat with the AI about your dream home (e.g., "I need a 3-bedroom house near a park in Miami under $500k").
- Intelligent Query Construction: The AI extracts specific keywords and details from your text, then automatically constructs a precise search URL for platforms like Zillow.
- User Confirmation & Editing: The constructed URL is presented to you for confirmation or modification before launching the scrape.
- Automated Data Scraping: Utilizing a specialized Zillow Scraper on Apify, the tool performs a robust data collection run on the finalized search parameters.
- Analytical Dashboard: Once the scrape is complete, results are displayed in a clean, modern web interface featuring:
- Quick Analytics (Best Deals, Cheapest/Most Expensive properties, etc...).
- Key property distribution analysis (beds, baths, price ranges).
- Nicely formatted, easy-to-read property listings.
The application leverages a modern, multi-tool backend for orchestration and delivery:
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Frontend Interaction (Streamlit): The user interacts entirely through a Streamlit interface, which provides a convenient and modern web chat environment. User input (the home query) is captured here.
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Intent Detection & Orchestration (n8n AI Agent Workflow):
- The Streamlit frontend relays the user's message to a dedicated n8n AI Agent Workflow running in the background.
- This workflow utilizes AI to determine the user's intent: Is the user starting a general topic, asking to construct a URL from scratch, modifying an existing URL, or ready to launch a scrape?
- Based on the intent, the n8n agent constructs the appropriate Zillow search URL.
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Confirmation & Action Delegation: The generated URL is sent back to the Streamlit UI for the user to confirm or edit.
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Data Fetching Workflow (Apify):
- user confirmation, the n8n workflow triggers a specific data fetching process by initiating a run on My Zillow Scraper.
- The application monitors the Apify run until completion, guaranteeing the return of a comprehensive, structured dataset.
-
Analysis & Visualization (Streamlit):
- returned data is ingested directly by the Streamlit application.
- Quick analytical and statistical calculations are performed on the raw data (e.g., calculating price-per-square-foot, determining distribution of beds/baths).
- The results are visualized nicely using Streamlit's built-in charting and data display capabilities, providing an immediate, insightful dashboard.
➡️ You can try HomeFinder AI hosted on my HuggingFace:
Cheapest & Most expensive Homes
