#Infinity

Explore a REST API crafted for high-throughput, low-latency text embedding services. Easily deploy models from HuggingFace using fast inference backends such as Torch, Optimum, and CTranslate2. Infinity enables multi-modal orchestration, allowing diverse model deployment and management. Built with FastAPI, it complies with OpenAI's API specifications, ensuring straightforward implementation. Benefit from dynamic batching and GPU acceleration with NVIDIA CUDA, AMD ROCM, etc. Learn integration with serverless platforms for optimal scalability and performance.

Infinity's AI-native database is engineered for optimal performance with large language model applications, providing fast and versatile search across multiple data types. It excels in low-latency and high QPS query performance, making it ideal for search, recommendation systems, and content generation. With an intuitive Python API and single-binary deployment, Infinity is easily accessible for AI developers. Explore embedded and client-server modes through documentation and community resources.