Sales Agent

Conversational AI that handles objections, parses replies, and pushes CTAs to close real estate deals.

What it does

• Parses incoming replies from leads
• Detects objections and FAQ patterns
• Generates CTA responses for common scenarios
• Tracks reply sentiment and urgency
• Hands off hot leads to human agents when needed

How it fits in the system

This agent receives outreach replies from the Outreach Agent and:

• Classifies response intent (interested / objection / not interested)
• Triggers follow-up sequences via Follow-up Agent
• Logs conversion signals for Conversion Agent
• Feeds metrics to Analytics Agent

Use independently

git clone https://github.com/MrHTC/Sales-Agent.git
cd Sales-Agent
cp .env.example .env
pip install -e .
python run.py sales real_estate

Requirements

• Python 3.9+
• python-dotenv
• requests

Configuration

Variable	Default	Description
V2_FOLLOWUP_HOURS	24	Hours before auto-follow-up
OLLAMA_API_URL	http://127.0.0.1:11434/v1/outputs	Ollama server (optional)
V2_DEFAULT_CITY	delhi	Default city
V2_DEFAULT_PROPERTY_TYPE	residential_land	Default niche