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Production Notes

Agent²

Your real estate AI assistant

2026

Synopsis

Agent² is an end‑to‑end AI‑powered home‑buying assistant that automates the flow from a spoken request to a filled‑out contact form on a real listing.

The Problem

Finding a home can be time‑consuming and frustrating. Users have to browse listings, call agents, and manage paperwork manually.

Starring

PythonFastAPITelnyxPersonaPlexPlaywrightScraperAPISpeexDSPRNNoise

Production Challenges

Voice Pipeline Integration

Connecting Telnyx, PersonaPlex, and audio processing to reliably capture user intent in real time.

Accurate Criteria Extraction

Using an LLM to turn conversational speech into structured search criteria without errors.

Automated Agent Contact

Filling Zillow’s contact form via Playwright while handling anti‑bot measures and ensuring data privacy.

Production Design

The system runs on an EC2 GPU instance hosting PersonaPlex for voice, FastAPI for the backend, and integrates Telnyx for SMS/voice, ScraperAPI for Zillow scraping, and Playwright for form automation. The LLM extracts search criteria, which are used to query Zillow, rank listings, and trigger the contact flow.