AgentBuddy
Addy — AI Property Search Assistant
Conversational property search assistant serving 2,700+ listings.
The Problem
AgentBuddy's customers wanted to search 2,700+ property listings conversationally over WhatsApp, but incoming listing data arrived unstructured and inconsistent, with no reliable way to extract, validate, and serve it in real time.
The Approach
A conversational AI agent for AgentBuddy that lets users search real estate listings in natural language, backed by a WhatsApp ingestion pipeline with two-pass AI extraction and semantic search over the property catalog.
- Serves 2,700+ listed properties with near-instant response time
- WhatsApp ingestion with two-pass AI extraction: extractor + validator with accept/refine/quarantine/drop decisions
- Semantic property search via Voyage AI embeddings + pgvector
- Tool-based LLM chat scoped strictly to property search
- Human escalation workflow with full audit trail when no match is found
The Outcome
CEO highlighted response speed and conversational quality as standout features; the system handles off-topic queries gracefully while maintaining engagement.