Jon DixonProblog.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...Dimitri Gielis and 2 others are discussing this3 people are discussing thisDiscuss·3 likes·455 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...Discussopensearch

Timothy Spanntimwithpulsar.hashnode.dev·Sep 23, 2024AIM Weekly for 23 September 2024TL;DR --- But you should #156 - 23-September-2024 📎 Scaling Databases for GenAI🤖 Streaming Vectors Webinar📊 SQL, NoSQL, Vectors📱 Super new model from MS - GRIN MoE🛼 Salesforce Keynote📢 RDBMS vs Vector DB🐈⬛ DBTA Top 75🌐 LitServe📊 Langchain w...DiscussMilvus

Siddharth KothariforReactiveSearch Blogblog.reactivesearch.io·Sep 21, 2024Guide to Building a Vector Search UI Using ReactiveSearch and Elasticsearch 8.15How 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...Discuss·75 readselasticsearch

Shibam Dharshibamd.hashnode.dev·Sep 20, 2024Enhancing Recommendations with Vector Search: Integrating DronaHQ and MyScaleDBPersonalized and accurate recommendations are essential for enhancing user experiences and good UX is the key to winning. By combining the power of MyScaleDB’s vector search with DronaHQ’s low-code platform, we created a smart restaurant finder that ...Discuss·10 likesvector database

Ajay Veerabommaajayveerabomma.hashnode.dev·Sep 11, 2024Introduction to Vector Databases: How They Work and Why They MatterWhat is Vector Database A vector database is a collection of data stored as mathematical representations. Vector databases make it easier for machine learning models to remember previous inputs, allowing machine learning to be used to power search, r...Discuss·1 like·27 readsData Science

Sachin Nandanwarwww.azureguru.net·Aug 31, 2024Understanding and Calculating Cosine SimilarityThis article is a continuation from the previous article where we explored the mathematical foundation of dot product and cosine similarity and calculated the values for cos(θ) and θ of a two dimensional vector using cosine similarity. $$A = 3i + 5j ...Discussvector database

Timothy Spanntimwithpulsar.hashnode.dev·Aug 31, 2024OLLAMA Rag Example Locally Freehttps://dzone.com/articles/multiple-vectors-and-advanced-search-data-model-design #LLAMA3Discussollama

Flora Oladipupowritewithshasha.hashnode.dev·Aug 30, 2024Customer Segmentation in Retail Using Vector Search (Qdrant)INTRODUCTION Overview of Customer Segmentation in Retail Customer segmentation in retail is a strategic approach businesses use to divide their customer base into distinct groups based on specific characteristics, behaviors, and needs. Customer segme...Discussqdrant

Sachin Nandanwarwww.azureguru.net·Aug 25, 2024Mathematical intuition behind Dot product & Cosine similarity in vector databasesIn my previous article, we explored the definition of a vector and how to calculate the Euclidean distance between them. In this article, we will delve into the mathematical intuition behind the dot product and cosine similarity, which are commonly u...Discuss·45 readscosine