DeepSearch

DeepSearch is a cross-platform C++ framework for approximate nearest neighbor (ANN) search, with a focus on performance, scalability, and integration into AI-driven applications.

⚠️ This project is in its early development stage. APIs, performance, and features are subject to change.

🚀 Goals

• 🔄 Cross-Platform: Seamlessly runs on Linux, macOS, and Windows.
• ⚡ High Performance: Optimized for large-scale vector data.
• 🧩 Modular Design: Easily plug in different indexing algorithms (HNSW, IVF, PQ, etc.).
• 🧠 Deep Learning Friendly: Supports integration with PyTorch, TensorFlow, and ONNX.
• 🌍 Scalable: Efficient for billion-scale datasets and supports distributed search.
• 📦 Language Bindings: Available in C++, Python, and RESTful API for service integration.

📦 Installation

# Coming soon: pip install deepsearch