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Accelerate Vector Search Applications Using OpenVINO & LanceDB

Accelerate Vector Search Applications Using OpenVINO & LanceDB

We show how to use the CLIP from OpenAI for Text-to-Image and Image-to-Image searching. 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.

GPU-Accelerated Indexing in LanceDB

GPU-Accelerated Indexing in LanceDB

Speed up vector index training in LanceDB with CUDA or Apple Silicon (MPS). See how GPU‑accelerated IVF/PQ training compares to CPU and how to enable it in code.

A Primer on Text Chunking and Its Types

A Primer on Text Chunking and Its Types

Text chunking is a technique in natural language processing that divides text into smaller segments, usually based on the parts of speech and grammatical meanings of the words.