CUSTOMER MESSAGING & AI AUTOMATION
Botinx↗
Connecting WhatsApp conversations with AI tools, business knowledge and human support.
Visit BotinxMy contribution
I maintain Python/FastAPI services for WhatsApp automation and work on Gemini agent tools for catalogue lookup, quotations and lead capture.
Answers grounded in business knowledge
Gemini embeddings and Qdrant retrieval, with semantic and keyword matching scoped to organizations and agents.
From automation to a real conversation
Conversation state, input validation and tool limits, including the switch from a bot to a support agent.
Python · FastAPI · Gemini · Qdrant · WhatsApp API · Razorpay
