2_airbnb_listing_finder_agent

Agent: Airbnb Listing Finder Agent 🏠

---

Public Access
https://airbnb-listing-finder-agent.streamlit.app/

What This Agent Does
An AI agent that finds Airbnb listings based on your travel needs.

• Understands natural language queries.
• Searches, analyzes, and filters listings.
• Presents top 10 recommendations with direct links.

Screenshots / Demo
See an example of the agent's output in SAMPLE_RUN.md.

Live Demo or API Endpoint
A local Streamlit UI is available.
To run: uv run streamlit run streamlit_app.py

Enterprise Business Impact

• Before: Manually searching for Airbnb listings is time-consuming and overwhelming.
• After: Automates search, delivering a curated list of the top 10 listings in minutes.
• Why Build: To streamline accommodation search and save user time.
• Impact Metrics:
  • Reduces search time by up to 90%.
  • Improves match quality by applying all user-defined criteria.

Who Should Use It

• Travelers: For efficient and personalized trip planning.
• Travel Agencies: To quickly source accommodation options for clients.
• Real Estate Analysts: For gathering data on short-term rental markets.

Similar Agents / Code Reuse
The agent's logic is adaptable for other recommendation tasks:

• Restaurant finders
• Job search tools
• Product recommenders

Technical Stack

• Python 3.12+
• Agno Framework
• OpenRouter (LLM provider)
• Model Context Protocol (MCP)
• Airbnb MCP Server

How to Run Locally

1. Clone the repository.
2. cd 2-airbnb-listing-finder-agent
3. uv sync
4. Create .env with OPENROUTER_API_KEY.
5. CLI: uv run 2-airbnb-listing-finder-agent.py
6. Web UI: uv run streamlit run streamlit_app.py

Contact / Maintainer
https://www.linkedin.com/in/bhanu-chaddha/

License
MIT