# 🔑 VisionQ - API Keys & Authentication ## 🎯 Quick Answer **Do you need API keys for VisionQ?** # **NO!** ❌ VisionQ works **100% offline** without any API keys. --- ## ✅ What Works Without API Keys All core features work without any authentication: | Feature | Model | API Key Needed? | |---------|-------|-----------------| | **Object Detection** | YOLO/SSD | ❌ No | | **Image Captioning** | BLIP | ❌ No | | **Visual Embeddings** | CLIP | ❌ No | | **OCR (90+ languages)** | EasyOCR | ❌ No | | **Text Embeddings** | sentence-transformers | ❌ No | | **Vector Search** | FAISS | ❌ No | | **Intent Classification** | DistilBERT | ❌ No | | **Speech Recognition** | Vosk | ❌ No | | **Text-to-Speech** | pyttsx3 | ❌ No | **Everything runs locally on your machine!** --- ## 🔓 Optional: Hugging Face Token ### **When You Might Need It** A Hugging Face token is **optional** and only needed for: 1. **Private Models** - Models you've created and marked private 2. **Gated Models** - Some models require accepting terms 3. **Higher Rate Limits** - Faster model downloads 4. **Enterprise Features** - Advanced Hugging Face features ### **VisionQ Default Models** All default models in VisionQ are **public and free**: - ✅ `Salesforce/blip-image-captioning-base` - Public - ✅ `openai/clip-vit-base-patch32` - Public - ✅ `typeform/distilbert-base-uncased-mnli` - Public - ✅ `all-MiniLM-L6-v2` - Public **No token needed!** --- ## 🔧 How to Add Hugging Face Token (Optional) ### **Step 1: Get Token** 1. Go to https://huggingface.co/ 2. Create free account (if you don't have one) 3. Go to Settings → Access Tokens 4. Click "New token" 5. Select "Read" access 6. Copy token ### **Step 2: Add to VisionQ** **Method 1: Environment Variable (Recommended)** Create `.env` file in project root: ```bash HUGGINGFACE_TOKEN=hf_your_token_here ``` **Method 2: Direct Configuration** Edit `config/settings.py`: ```python HUGGINGFACE_TOKEN = "hf_your_token_here" ``` **Method 3: System Environment** Windows: ```cmd setx HUGGINGFACE_TOKEN "hf_your_token_here" ``` Linux/Mac: ```bash export HUGGINGFACE_TOKEN="hf_your_token_here" ``` ### **Step 3: Restart VisionQ** Token will be automatically used for model downloads. --- ## 🌐 Internet Connection ### **First Run** **Internet required** to download models (~2GB): - YOLO weights (~50MB) - BLIP model (~1GB) - CLIP model (~500MB) - DistilBERT (~250MB) - EasyOCR languages (~50MB each) **Download happens once** - models are cached locally. ### **Subsequent Runs** **No internet required!** All models run offline. --- ## 🔒 Privacy & Security ### **Data Privacy** - ✅ **No data sent to cloud** - ✅ **All processing local** - ✅ **No telemetry** - ✅ **No tracking** - ✅ **Memories stored locally** ### **Model Security** - ✅ Models from trusted sources (Hugging Face, Ultralytics) - ✅ Open-source and auditable - ✅ No backdoors or malware - ✅ Community-verified ### **Token Security** If you use a Hugging Face token: - ✅ Store in `.env` file (not in code) - ✅ Add `.env` to `.gitignore` - ✅ Use "Read" access only - ✅ Revoke if compromised --- ## 🚫 What VisionQ Does NOT Need | Service | Needed? | Why Not? | |---------|---------|----------| | OpenAI API | ❌ No | Using open-source models | | Google Cloud Vision | ❌ No | Using local YOLO/BLIP | | AWS Rekognition | ❌ No | Using local models | | Azure Computer Vision | ❌ No | Using local models | | Anthropic API | ❌ No | Using local models | | Cohere API | ❌ No | Using local models | **VisionQ is 100% self-contained!** --- ## 📊 Comparison: Cloud vs Local ### **Cloud-Based (Other Solutions)** ``` ❌ Requires API keys ❌ Costs money per request ❌ Needs internet connection ❌ Data sent to cloud ❌ Privacy concerns ❌ Rate limits ❌ Vendor lock-in ``` ### **VisionQ (Local)** ``` ✅ No API keys needed ✅ Completely free ✅ Works offline ✅ Data stays local ✅ Full privacy ✅ No rate limits ✅ Open source ``` --- ## 🎓 Model Sources All models are from trusted open-source repositories: ### **Hugging Face Models** - **BLIP:** https://huggingface.co/Salesforce/blip-image-captioning-base - **CLIP:** https://huggingface.co/openai/clip-vit-base-patch32 - **DistilBERT:** https://huggingface.co/typeform/distilbert-base-uncased-mnli - **MiniLM:** https://huggingface.co/sentence-transformers/all-MiniLM-L6-v2 ### **Other Sources** - **YOLO:** https://github.com/ultralytics/ultralytics - **EasyOCR:** https://github.com/JaidedAI/EasyOCR - **FAISS:** https://github.com/facebookresearch/faiss - **Vosk:** https://alphacephei.com/vosk/ All are **free, open-source, and require no API keys!** --- ## 🔧 Troubleshooting ### **"Model download failed"** 1. Check internet connection 2. Try again (downloads can be interrupted) 3. Clear cache: `rm -rf ~/.cache/huggingface/` 4. Use VPN if blocked in your region ### **"Authentication required"** This should **never happen** with default VisionQ models. If it does: 1. Check you're using default models 2. Verify model names in `config/settings.py` 3. Try adding Hugging Face token (optional) ### **"Rate limit exceeded"** This only happens during model downloads if you download too many models quickly. Solutions: 1. Wait a few minutes 2. Add Hugging Face token (increases limits) 3. Download models one at a time --- ## 📚 FAQ ### **Q: Do I need to pay for anything?** **A:** No! VisionQ is completely free. All models are open-source and free to use. ### **Q: Can I use VisionQ commercially?** **A:** Yes! All models have permissive licenses (MIT, Apache 2.0, etc.). Check individual model licenses for details. ### **Q: Will VisionQ always be free?** **A:** Yes! It's open-source and runs locally. No cloud costs, no subscriptions. ### **Q: What about GPU usage?** **A:** VisionQ works on CPU (free). GPU is optional for faster processing. ### **Q: Do I need a Hugging Face account?** **A:** No! Only needed if you want to use private/gated models. ### **Q: Can I use my own models?** **A:** Yes! Edit `config/settings.py` to point to your models. --- ## ✅ Summary **VisionQ requires:** - ✅ Python 3.8+ - ✅ ~2GB disk space (for models) - ✅ Internet (first run only) - ✅ Webcam (for vision features) **VisionQ does NOT require:** - ❌ API keys - ❌ Cloud accounts - ❌ Subscriptions - ❌ Payment - ❌ Internet (after first run) **100% free, 100% local, 100% private! 🔒** --- ## 📞 Support **Questions about API keys?** Check: 1. This document 2. `README.md` 3. `.env.example` file 4. `config/settings.py` **Still have questions?** Open an issue on GitHub or check the documentation. --- **VisionQ - Powerful AI without the API hassle! 🚀**