An introduction to the concepts related to vector database. By Frank Liu (@frankzliu) This article has been updated since it was first published and is now part of a blog series that serves as a coursebook for concepts and guides related to vector databases. Jump to: · Vector databases from…

Hey there — welcome back to Vector Database 101! The surge in ChatGPT and other large language models (LLMs) has driven the growth of vector search technologies, featuring specialized vector databases like Milvus and Zilliz Cloud alongside libraries such as FAISS and integrated vector search plugins within conventional databases. In…

Data is being generated faster than ever before in every form imaginable. This data is the gasoline that will power a new wave of artificial intelligence applications, but these productivity enhancement engines need help ingesting this fuel. …

This article was originally published on AIAI and is reposted here with permission. The increasing popularity of ChatGPT and other large language models (LLMs) has fueled the rise of vector search technologies, including purpose-built vector databases such as Milvus and Zilliz Cloud, vector search libraries such as FAISS, and vector…

Exciting news! After eight months of concerted effort, we’re thrilled to announce the release of Milvus 2.3, a milestone version that brings numerous highly anticipated features, including support for GPU, Arm64, upsert, change data capture, ScaNN index, and MMap technology. Milvus 2.3 …

Greetings, Milvus fans! We’re excited to announce that we have just released Milvus 2.2.10 and 2.2.11, two minor updates primarily focusing on bug fixes and overall performance improvement. You can expect a more stable system and a better user experience with the two updates. …

Let’s break out the confetti and celebrate! Milvus has achieved a stellar milestone — surpassing 20,000 stars on GitHub! We couldn’t have achieved it without the support and feedback of our loyal fans and community members. Thank you so much. To share the joy, we’ve put together a list of…

LangChain is a robust framework for building LLM applications. However, with that power comes quite a bit of complexity. LangChain provides many ways to prompt an LLM and essential features like conversational memory. Conversational memory offers context for the LLM to remember your chat. In this post, we look at…

Milvus is an open-source vector database purpose-built to index, store, and query embedding vectors generated by deep neural networks and other machine learning (ML) models at billions of scales. It has become a popular choice for many companies, researchers, and developers who must perform similarity searches on large-scale datasets. However…