Articles by Tag #vectorsearch
Browse our collection of articles on various topics related to IT technologies. Dive in and explore something new!
Under the Hood of Conversational AI Search: A Deep Dive into the NLWeb Prototype
You've seen it everywhere: the little chat box that promises to find exactly what you need. From...
Why Regex Fails at Google Taxonomy: Building a 98% Accurate RAG Agent
The Problem: "Is a 'Hot Dog' a Dog?" 🌭 In Google Merchant Center, categorization is...
Implementing Semantic Anomaly Detection with OpenTelemetry and Redis
Detecting Anomalies in OpenTelemetry Logs Using Vector Embeddings and Redis ...
Building a Legal Document Intelligence Platform with BigQuery AI: 99% Efficiency Implementation Guide
Building a Legal Document Intelligence Platform with BigQuery AI: 99% Efficiency...
Beyond Keywords: Implementing Semantic Search in Java With Spring Data (Part 1)
Building a semantic movie search app with embeddings and vector queries Have you ever...
Jvector And Python! (Part 4 of jvector series)
Is it possible to use jvector and Python? Introduction I’ve spent the last few weeks...
What If Vector Search with Voyage AI and MongoDB Was Just... Simple?
Embed, rerank, store, search, benchmark models, and bulk-ingest documents into MongoDB Atlas Vector Search — from the terminal or a visual playground. No Python required.
JVector vs. Lucene vs. Faiss (Part 2)
Part 2 of my jvector discoveries! Introduction: Navigating the Vector Engine...
Jvector vs. HSNW (Part 3)
Part 3 of my jvector discoveries! In this post, I analyze the performance benchmarks and design...
Context Engineering (Part 1): The Architecture of Recall
In the previous series, we built the “Brain” (Agents) and the “Body” (Orchestration). Now, we must...
Find your celebrity soulmate with the magic of vector search
Author: Caroline Morton Have you ever wondered how to find someone or something that’s most like...
Combining BM25 & Vector Search: A Hybrid Approach for Enhanced Retrieval Performance
Combining BM25 and Vector Search: A Hybrid Approach for Enhanced Retrieval Performance In...
Novel idea in vector search: Wormhole vectors
Vector Podcast episode: educational bit Two weeks ago I had a pleasure to co-host a lightning...
How to use sqlite-vec to store and query vector embeddings
Vector search is a game-changer for LLM-based applications, but what if you could do it without...
PostgreSQL AI: The Everything Database (+ Hidden 10x Performance Tricks)
PostgreSQL just ate everyone's lunch. Here's proof: The Numbers Don't Lie 49%...
RAG Pipeline Deep Dive: Ingestion, Chunking, Embedding, and Vector Search
Retrieval-Augmented Generation (RAG) has become the default approach for providing context and memory...
How sqlite-vec Works for Storing and Querying Vector Embeddings
Learn how `sqlite-vec` turns SQLite into a fast, embedded vector search engine. With support for float32, int8, and bit vectors, optimized distance metrics, and native SQL integration, it's ideal for offline AI, semantic search, and lightweight ML apps. This post walks through how it works and why it's surprisingly powerful.
Advancements in Database Systems: Innovations and Challenges in Early May 2025
This article is part of AI Frontiers, a series exploring groundbreaking computer science and...
Why Vectorize Structured Accounting Data Instead of Relying Solely on SQL
For decades, SQL has been the backbone of data querying. But as machine learning and natural language...
Improving Clause-Level Retrieval Accuracy in Legal RAG
Hi devs ! I am new to genAi and I am asked to build genAi app for structured commercial lease...
Mastering Vector Search: How Alibaba Cloud’s Inference API Enhances Elasticsearch
Vector search has revolutionized how modern applications handle data retrieval. By leveraging...
What is Vector Search? A Concise Guide
Vector search is changing how we find information. Unlike old search methods that look for exact...
Building a Simple Travel Agent Workflow with n8n and Couchbase Vector Search
In this tutorial, we’ll demonstrate how to harness the power of vector search capabilities in...
OCI Introduction to AI: Transforming Enterprise Intelligence
Oracle Cloud Infrastructure (OCI) is revolutionizing how enterprises approach artificial...
Can I use Apache Doris with my existing RAG system?
This question came up in our recent webinar Q&A [video below👇]. The short answer: Yes. Apache...