InfinityFlow

Infinity is an AI-Native database for LLM applications, offering top-notch performance and flexibility to meet future AI application challenges. It is known for its incredibly quick hybrid search capability, which covers dense embedding, sparse embedding, tensor, and full text, and also offers efficient filtering.

The search tool also supports several types of rerankers including RRF, weighted sum, and ColBERT. Ease of use is a key feature of Infinity, evident in the systems intuitive Python API as well as a single-binary architecture that imposes no dependencies, thus making deployment smooth and quick.

Infinity covers a broad range of data types including strings, numerics, vectors, and more. It also boasts to offer excellent performance on million-scale vector datasets with minimum query latency.

The tools community can be accessed for support and updates via Twitter, Github, and Discord.