Vector distance is crucial in various fields such as mathematics, physics, engineering, and computer science. They are used to measure physical quantities, analyze data, identify similarities, and determine the relationships between vectors. This article provides an overview of vector distance and its applications in data science. What Is Vector Distance? Vector distance, also known as … Read more
Vector distances are crucial in various fields such as mathematics, physics, engineering, and computer science. They are used to measure physical quantities, analyze data, identify similarities, and determine relationships between vectors. This article will provide an overview of vector distances and their applications in data science. What Is Vector Distance? Vector distance, also known as … Read more
Source: DeepHub IMBA This article is approximately 3600 words long, and it is recommended to read it in 7 minutes. In this article, we will use the visualization library renumics-spotlight to visualize the multi-dimensional embeddings of the FAISS vector space in 2-D, and explore the possibility of improving the accuracy of RAG responses by changing … Read more
✏️ Author Introduction: Huang Wei, Senior R&D Engineer at Trend Micro (China) Preliminary Research Trend Micro is a global leader in information security software, providing security solutions for software vendors and individual users worldwide. The author of this article is currently responsible for building mobile security apps and developing infrastructure. The workflow involves scraping external … Read more
Milvusdm (Milvus Data Migration) is a data migration tool developed for Milvus, supporting the transfer of Milvus data as well as the import and export of data files: Faiss to Milvus: Import uncompressed Faiss files into Milvus HDF5 to Milvus: Import HDF5 formatted files into Milvus Milvus to Milvus: Support data migration between Milvus instances … Read more