Upload folder using huggingface_hub

.env.example

@@ -1,4 +1,4 @@
-# QModel v4 Configuration Template
+# QModel 6 Configuration Template
 # ==================================
 # Copy this to .env and update values for your environment
 

DOCKER.md

@@ -271,15 +271,15 @@ docker build -t qmodel:custom .
 
 ```bash
 # Tag for registry
-docker tag qmodel myregistry/qmodel:v4.1
+docker tag qmodel myregistry/qmodel:v6.1
 
 # Push
-docker push myregistry/qmodel:v4.1
+docker push myregistry/qmodel:v6.1
 
 # Run from registry
 docker run -p 8000:8000 \
   --env-file .env \
-  myregistry/qmodel:v4.1
+  myregistry/qmodel:v6.1
 ```
 
 ---

Dockerfile

@@ -1,4 +1,4 @@
-# QModel v4 - Islamic RAG API
+# QModel 6 - Islamic RAG API
 # =============================
 # Dockerfile for QModel API
 # Supports both Ollama and HuggingFace backends via .env configuration
@@ -10,7 +10,7 @@ FROM python:3.11-slim
 
 # Metadata
 LABEL maintainer="QModel Team"
-LABEL description="QModel v4 - Quran & Hadith RAG API"
+LABEL description="QModel v6 - Quran & Hadith RAG API"
 LABEL version="4.1"
 
 # Environment variables

OPEN_WEBUI.md

@@ -1,6 +1,6 @@
-# Using QModel v4 with Open-WebUI
+# Using QModel v6 with Open-WebUI
 
-QModel v4 is fully compatible with **Open-WebUI** thanks to its OpenAI-compatible API endpoints. This guide shows you how to integrate them.
+QModel v6 is fully compatible with **Open-WebUI** thanks to its OpenAI-compatible API endpoints. This guide shows you how to integrate them.
 
 ## Prerequisites
 
@@ -367,7 +367,7 @@ curl -X POST http://localhost:8000/v1/chat/completions \
 
 1. **Restrict CORS**: Set `ALLOWED_ORIGINS=your-domain.com` in `.env`
 2. **Use HTTPS**: Proxy through nginx with TLS
-3. **Rate limit**: Add rate limiting middleware (not in v4, but recommended)
+3. **Rate limit**: Add rate limiting middleware (not in v6, but recommended)
 4. **Authentication**: Consider adding API key validation layer
 5. **Network**: Don't expose QModel directly to the internet without auth
 

README.md

@@ -19,7 +19,7 @@ language:
   - en
 ---
 
-# QModel v4 — Islamic RAG System
+# QModel 6 — Islamic RAG System
 **Specialized Qur'an & Hadith Knowledge System with Dual LLM Support**
 
 > A production-ready Retrieval-Augmented Generation system specialized exclusively in authenticated Islamic knowledge. No hallucinations, no outside knowledge—only content from verified sources.
@@ -279,7 +279,7 @@ See [SETUP.md](SETUP.md) and [DOCKER.md](DOCKER.md) for more detailed troublesho
 
 ---
 
-## What's New in v4
+## What's New in v6
 
 ✨ **Dual LLM Backend** — Ollama (dev) + HuggingFace (prod)
 ✨ **Grade Filtering** — Return only Sahih/Hasan authenticated Hadiths

SETUP.md

@@ -1,4 +1,4 @@
-# QModel v4 Setup & Deployment Guide
+# QModel v6 Setup & Deployment Guide
 
 ## Quick Start