Sakshi from KushoAIsoftware-deep-dives.hashnode.dev·Dec 20, 2024What is hnsw - the algorithm that powers vector search engines and how is it relevant for you?This blog is written by Jeremy Rivera at KushoAI. We're building the fastest way to test your APIs. It's completely free and you can sign up here. While working on implementing a recommendation system for one of my projects, I kept hearing about the ...HNSW
Kemingforpgvecto.rsblog.pgvecto.rs·Dec 10, 2024Benefits and Steps of External Centroids Building in VectorChordClustering is an important component in vector search, and the k-means algorithm remains one of the most widely used techniques. However, its simplicity comes with a significant drawback: resource-intensive computation can render it impractical for l...53 readsVectorSearch
Matt MulvaneyforHot off the Application Expressmattmulvaney.hashnode.dev·Dec 9, 202423ai Vector Searching PDFs with LLM Response - Minimalist blogThere are plenty of great blogs on this subject, all explain this subject really well. In this blog, there is no write-up, no back story, I just want to ask a question of my PDFs & provide you with the code. So you can enhance implement it in your pr...5 likes·210 readsOracle 23ai
Keming Yangcodec.hashnode.dev·Dec 4, 2024Things learned from improving a Rust programRecently, I've been working on a new approximate nearest neighbor search algorithm called RaBitQ. The author has already provided a C++ implementation that runs quite fast. I tried to rewrite it in Rust (yet another RiiR). However, I found that my im...rabitq
Alberto Meneghinimenalb.hashnode.dev·Dec 4, 2024Atlas Search Local and TestcontainersThanks to Andrea Basile for the initial ideas for this research. Testcontainers is a very popular open-source library, ideal to quickly spin up a database, a message broker, or any other external dependency in a local machine, through code. Under the...MongoDB
Prachi Jamdadecodessprachi.hashnode.dev·Dec 2, 2024Understanding Vector Embeddings and Vector StoreIn today’s digital age, data is being generated at a high-speed rate. As I write this, new data is being generated across the globe. Each activity, like scrolling reels, browsing products, giving reviews, and liking a post from your favorite influenc...47 readsAI
Jon Dixonblog.cloudnueva.com·Nov 7, 202423ai Vector Search & RAGIntroduction In my previous post, 23ai Vector / Semantic Search in APEX, I described how to incorporate 23ai Vector Search into your APEX Applications. In this post, I will take this solution further and explain how to combine Vector Search with Gene...4 likes·544 readsRAG
Farzad Sunavalafarzzy.hashnode.dev·Nov 3, 2024Unlocking Multimodal RAG: A Guide to Using Cohere Embed with Azure AI SearchIn today's digital landscape, organizations are dealing with an ever-growing collection of both textual and visual data. The ability to effectively search across these different modalities has become crucial for building modern enterprise application...1 like·262 readscohere
Jon Dixonblog.cloudnueva.com·Oct 24, 202423ai Vector / Semantic Search in APEXIntroduction With the introduction of Oracle Database 23ai, AI Vector Search or Semantic search is now within easy reach of all APEX developers. This provides more options for improving search and a mechanism to perform the first step of RAG (Retriev...6 likes·870 readsVectorSearch
Siddharth KothariforReactiveSearch Blogblog.reactivesearch.io·Oct 4, 2024Guide to Building a Vector Search UI Using ReactiveSearch and OpenSearch 2.17How often have you looked for something, but you're not sure what it’s called? Vector search (aka KNN-search) solves for this problem by allowing you to search for what you mean. Internally, a vector search engine stores a numerical representation of...39 readsopensearch
