# 🚀 **Quasara - Vectorisation engine for visual data to build AI Applications for Computer Vision**  

🔍 **State-of-the-Art Vectorization & Semantic Search**  
Quasara provides **image and text vectorization** services with **video support coming soon**.  


## 🔍 What We Offer
✅ **High-quality embeddings** for ML & AI  
✅ **Lightning-fast semantic search**  
✅ **Outlier detection & clustering**  
✅ **Interactive demos & open source vectorised datasets**  
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## 📖 API Documentation  

Our API consists of two main components:  

### 🔹 **Embed API** – Vectorization Engine  
- Converts images and text into high-dimensional vector embeddings  
- Supports multiple models with different precision and performance levels  

### 🔹 **Search API** – Semantic Search Engine  
- Performs similarity search, outlier detection, and clustering  
- Retrieves the most relevant results with advanced ranking and scoring mechanisms  

📖 **Read the full API documentation**: [Quasara API Docs](https://petstore.swagger.io/?url=https://indrah-quasara.github.io/api-documentation/documentation.json)  

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## 📂 Explore Our Resources  
🔹 [Book your free consultation here](https://calendly.com/quasara/product-demo-quasara-data-intelligence-engine?month=2025-02)
🔹 [Check out our Interactive Semantic Engine](https://huggingface.co/spaces/quasara-io/Semantic-Search-Frontend)
🔹 [Visit our Official Website](https://www.quasara.io/)

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🚀 **Join us as we push the boundaries of AI-powered search!**