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PyDevDeep merged 1 commit into from
Jun 23, 2026
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Update README.md #32

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6 changes: 3 additions & 3 deletions README.md
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# 🧠 BubbleBrain

> **AI-powered chatbot backend for e-commerce** — RAG pipeline, price comparison, lead generation, and Flowise widget integration in a single production-ready FastAPI service.
> **AI-powered chatbot backend for e-commerce** — RAG pipeline, price comparison, lead generation, and widget integration in a single production-ready FastAPI service.

[![Python](https://img.shields.io/badge/Python-3.13+-3776AB?logo=python&logoColor=white)](https://www.python.org/)
[![FastAPI](https://img.shields.io/badge/FastAPI-0.115+-009688?logo=fastapi&logoColor=white)](https://fastapi.tiangolo.com/)
Expand All @@ -20,7 +20,7 @@ Modern e-commerce stores lose customers due to slow or absent support. BubbleBra
- Answers product questions **instantly** using your store's own data (RAG, no hallucinations)
- **Compares prices** between your store and suppliers in real-time
- **Captures leads** and routes hot prospects directly to Telegram
- Embeds into any frontend via **Flowise Chat Widget** — no custom UI required
- Embeds into any frontend via **Chat Widget** — no custom UI required
- Syncs with **WooCommerce** via webhooks to stay up-to-date on orders and inventory

---
Expand Down Expand Up @@ -50,7 +50,7 @@ Modern e-commerce stores lose customers due to slow or absent support. BubbleBra
| Web Framework | FastAPI + Uvicorn |
| AI / LLM | OpenAI GPT-3.5/4, `text-embedding-3-small` |
| Vector DB | Pinecone |
| Chat Widget | Flowise Embed |
| Chat Widget |
| WooCommerce | REST API + Webhooks |
| Scheduling | APScheduler |
| HTTP Client | httpx |
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