Accelerate Vector Search Applications Using OpenVINO & LanceDB

Accelerate Vector Search Applications Using OpenVINO & LanceDB

In this article, We use CLIP from OpenAI for Text-to-Image and Image-to-Image searching and we’ll also do a comparative analysis of the Pytorch model, FP16 OpenVINO format, and INT8 OpenVINO format in terms of speedup.

Advanced RAG: Precise Zero-Shot Dense Retrieval with HyDE

Advanced RAG: Precise Zero-Shot Dense Retrieval with HyDE

In the world of search engines, the quest to find the most relevant information is a constant challenge. Researchers are always on the lookout for innovative ways to improve the effectiveness of search results.

Benchmarking Random Access in Lance

Benchmarking Random Access in Lance

In this short blog post we’ll take you through some simple benchmarks to show the random access performance of Lance format. Get practical steps and examples from 'Benchmarking random access in Lance'.