An Arabic-language WhatsApp customer support bot for pharmacies and healthcare providers, powered by a Retrieval-Augmented Generation (RAG) pipeline. The bot securely answers customer queries about products, pricing, shipping, and returns by fetching relevant context from internal company knowledge bases using Gemini embeddings and ChromaDB.
python twilio messaging chatbot orchestration persistent-memory memory-management language-model gemini-api fastapi vector-database llm langchain chromadb rag-chatbot retreival-augmented-generation production-ready-api
-
Updated
Jun 30, 2026 - Python