A conversational sales assistant that talks to leads in English, Hindi, or Hinglish, answers their questions, handles objections, books site visits, and passes the conversation to a human when needed.

Demo: a real-estate agent ("Priya" from the fictional Northstar Homes, Sector 79, Gurugram). The same agent can be adapted to clinics, coaching institutes, e-commerce, or any business that gets repeated enquiries.

Leads message at all hours, and slow or inconsistent replies lose sales. Many Indian customers also prefer to chat in Hindi or Hinglish, which most chatbots handle badly.

Chats naturally in English, Hindi, and Hinglish. It replies in the language the lead uses.

Qualifies leads. It asks the right questions, such as whether the buyer is looking for themselves or as an investment.

Answers from project details. Configurations, pricing, and location are given consistently.

Handles objections. It responds to hesitation about price or timing instead of ending the chat.

Books site visits. Interested leads move toward a confirmed appointment.

Escalates to a human. Complex or sensitive conversations are handed over.

Remembers the conversation. Session-based memory keeps replies in context.

Streams replies live. Answers appear word by word, like a real chat.

Tested. Checked against 8 structured test scenarios.

Real estate lead qualification

Clinic and coaching-institute enquiry handling

E-commerce pre-sales support

WhatsApp-style first-response bots for small businesses

Python, LangChain (tool-calling), FastAPI (Server-Sent Events streaming), Streamlit, Gemini / Groq LLMs

I build custom chatbots and AI agents for small businesses, in English, Hindi, and Hinglish.

Contact: rishibarapatre@gmail.com