InfinityFlow

Infinity is an AI-powered database designed to enhance the performance and flexibility of applications using large language models.

Infinity stands out with its incredible hybrid search feature, which is remarkably fast and covers various types of data including dense embeddings, sparse embeddings, tensors, and full text. Plus, it comes with efficient filtering options that help you refine your search results easily.

Another notable aspect of Infinity is its versatility in supporting different reranking methods, such as RRF, weighted sum, and ColBERT. This means that no matter what your specific needs are, Infinity has the tools to help improve the quality of your search results.

One of the best things about Infinity is how user-friendly it is. The system provides an intuitive Python API, making it simple for developers to work with. Plus, its single-binary architecture means there are no complicated dependencies to worry about during deployment, allowing you to get started quickly and smoothly.

Infinity doesn't just handle a variety of data types like strings, numbers, and vectors—it also excels with large datasets. It delivers top-notch performance even when dealing with millions of vector entries, all while ensuring minimal query latency.

If you ever need assistance or want to stay updated, you can easily connect with the Infinity community on platforms like Twitter, GitHub, and Discord. There’s always help available and exciting developments to follow!