Alon AgmoninTowards Data ScienceScale Up Your RAG: A Rust-Powered Indexing Pipeline with LanceDB and CandleBuilding a High-Performance Embedding and Indexing System for Large-Scale Document Processing and Retrieval2d ago
Tomáš NeubauerinAI AdvancesStream changes from a PostgreSQL Database to a Vector StoreHow to keep a vector store up to date using CDC (Change Data Capture), Python and RedpandaJun 181
Omkar SadekarText-to-SQL using LLM and Context Injection with RAG for Large DatabasesA Technique for Generating Accurate SQL Queries based on Contextual DataApr 96Apr 96
MehtA+Using Large Language Models to Analyze the Motives Behind the Gifts to the United NationsBy Shiming H, Aditi J, Ileana L, Hannah T — MehtA+ AI/Machine Learning Research Bootcamp students23h ago23h ago
Kane HooperinArtificial Intelligence in Plain EnglishUnderstanding AI Similarity SearchA guide to understanding similarity search (also known as semantic search), one of the key discoveries in the latest phase of AI.Apr 164Apr 164
Alon AgmoninTowards Data ScienceScale Up Your RAG: A Rust-Powered Indexing Pipeline with LanceDB and CandleBuilding a High-Performance Embedding and Indexing System for Large-Scale Document Processing and Retrieval2d ago
Tomáš NeubauerinAI AdvancesStream changes from a PostgreSQL Database to a Vector StoreHow to keep a vector store up to date using CDC (Change Data Capture), Python and RedpandaJun 181
Omkar SadekarText-to-SQL using LLM and Context Injection with RAG for Large DatabasesA Technique for Generating Accurate SQL Queries based on Contextual DataApr 96
MehtA+Using Large Language Models to Analyze the Motives Behind the Gifts to the United NationsBy Shiming H, Aditi J, Ileana L, Hannah T — MehtA+ AI/Machine Learning Research Bootcamp students23h ago
Kane HooperinArtificial Intelligence in Plain EnglishUnderstanding AI Similarity SearchA guide to understanding similarity search (also known as semantic search), one of the key discoveries in the latest phase of AI.Apr 164
Sachin KhandewalinAI AdvancesBuilding a Legal Case Search Engine Using Qdrant, Llama 3, LangChain and Exploring Different…IntroductionJun 26
TalibinTowards AIIn-Depth Understanding of Vector Search for RAG and Generative AI ApplicationsI will start by describing why we need a vector search for RAG, and how vectors and vector databases work, and then focus on the Azure AI…1h ago
Sebastian BahrinTowards Data ScienceBuild a (recipe) recommender chatbot using RAG and hybrid search (Part I)This tutorial will teach you how to create sparse and dense embeddings and build a recommender system using hybrid searchMar 203
