docs: update README.md structure

README.md

-# 🤖 Canifa AI Platform — Backend & Tools
+# Canifa AI Platform — Backend & Tools
 
-> **A unified AI ecosystem powering Canifa's fashion retail intelligence, content automation, and inventory monitoring.**
+A unified AI ecosystem powering Canifa's fashion retail intelligence, content automation, and inventory monitoring.
 
 This platform serves as the central hub for all AI-driven workflows at Canifa, integrating Large Language Models (Gemini, GPT) with real-time business data (PostgreSQL, StarRocks, SQLite) to provide actionable insights and automated content.
 
@@ -46,83 +46,5 @@ This platform serves as the central hub for all AI-driven workflows at Canifa, i
 
 ## 🛠 Tech Stack
 
-- **Backend**: [FastAPI](https://fastapi.tiangolo.com/) (Async Python 3.10+)
-- **AI Framework**: [LangChain](https://www.langchain.com/) & [LangGraph](https://www.langchain.com/langgraph)
-- **Database**: 
-  - **Primary**: PostgreSQL (via SQLAlchemy 2.0)
-  - **Analytics**: StarRocks
-  - **Local Cache**: SQLite
-- **Observability**: [Langfuse](https://langfuse.com/) (LLM Tracing & Feedback)
-- **Deployment**: Docker, Uvicorn, Redis (Caching & Task Queue)
-
----
-
-## 🚀 Getting Started
-
-### Prerequisites
-- Python 3.10 or higher
-- Redis server (optional, for task queueing)
-- Virtual Environment (`venv`)
-
-### Installation
-1. **Clone the repository**:
-   ```bash
-   git clone https://github.com/your-org/chatbot-canifa-feedback.git
-   cd chatbot-canifa-feedback
-   ```
-
-2. **Set up virtual environment**:
-   ```bash
-   python -m venv .venv
-   source .venv/bin/activate  # Windows: .venv\Scripts\activate
-   ```
-
-3. **Install dependencies**:
-   ```bash
-   pip install -r requirements.txt
-   ```
-
-4. **Environment Variables**:
-   Copy `.env.example` to `.env` and fill in your API keys (Gemini, OpenAI, Database credentials).
-
-### Running the Server
-```bash
-cd backend
-python server.py
-```
-The application will be available at `http://localhost:5000`.
-
----
-
-## 📁 Project Structure
-
-```
-.
-├── .agent/                 # 🤖 AI Agent workflows & skills
-├── backend/                # 🐍 FastAPI Backend
-│   ├── api/                # 🛣️ REST API Routes
-│   ├── common/             # 🛠️ Shared utilities (DB, Cache, etc.)
-│   ├── static/             # 🌐 Frontend assets & Dashboards
-│   └── server.py           # 🚀 Entry point
-├── frontend/               # ⚛️ Vite React Frontend (Paperclip board UI)
-│   ├── src/                # 💻 Frontend logic, components, and hooks
-│   └── public/             # 🖼️ Static assets
-├── plan/                   # 📋 SDLC Documentation (Ideas, Doings, Done)
-├── public/                 # 🖼️ Static assets & screenshots
-└── README.md               # 📖 This file
-```
-
----
-
-## 📜 API Documentation
-
-Once the server is running, you can access the interactive Swagger documentation at:
-- **Local**: `http://localhost:5000/docs`
-- **ReDoc**: `http://localhost:5000/redoc`
-
----
-
-<p align="center">
-  <strong>Built for Canifa AI Transformation</strong><br/>
-  <em>"Fashion meets Intelligence"</em>
-</p>
+- **Backend**: FastAPI (Async Python 3.10+)
+- **AI Framework**: LangChain & LangGraph