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README.md

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-# Enhanced Arabic Document Chatbot
-
-Advanced Arabic document chatbot with persistent knowledge base and semantic search.
-
-## Quick Start
-
-1. **Install dependencies**:
-   ```bash
-   pip install -r requirements.txt
-   ```
-
-2. **Set up environment variables** (create `.env` file):
-   ```bash
-   GEMINI_API_KEY=your_gemini_api_key_here
-   OPENAI_API_KEY=your_openai_api_key_here
-   ```
-
-3. **Run the application**:
-   ```bash
-   python enhanced_main.py
-   ```
-
-4. **Access the web interface** at `http://localhost:7860`
-
-## Features
-
-- Automatic document indexing from configured folders
-- Persistent vector database - no re-indexing needed
-- Advanced semantic chunking for Arabic legal documents
-- Context-aware retrieval with improved accuracy
-- Background monitoring for new documents
-- OpenAI embeddings with Gemini AI responses
-
-## Configuration
-
-The application monitors these directories by default:
-- `data_cmp/data_cmp/CBK/` - Central Bank documents
-- `data_cmp/data_cmp/CMA/` - Capital Markets documents  
-- `data_cmp/data_cmp/Legal_Principles/` - Legal principles documents
-
-## Command Line Options
-
-```bash
-python enhanced_main.py --help
-
-Options:
---test              Run installation test
---reindex           Force reindex all documents
---clear             Clear knowledge base and start fresh
---chunking [type]   Choose chunking strategy (semantic, late, hierarchical, fixed)
---test-chunking     Test chunking strategy on sample documents
-```
-
-## System Requirements
-
-- Python 3.8 or higher
-- 8GB+ RAM recommended
-- Internet connection for API access
-- ~500MB disk space for vector index
-
-## API Keys
-
-You need API keys from:
-- **Gemini**: Get from [Google AI Studio](https://makersuite.google.com/)
-- **OpenAI**: Get from [OpenAI Platform](https://platform.openai.com/)