How VectorDBs Work Internally + How To Make The Most Out Of Them
What's really happening when you do vector search, and how to take advantage of that to improve retrieval accuracy.
Introduction
Vector...
Similar Articles (10 found)
๐ 75.3% similar
Common Pitfalls To Avoid When Using Vector Databases
- Richmond Alake
- 18 min read
- 2 years ago
Richmond Alake is an AI Engineer with an academic ba...
๐ 74.3% similar
Everyone Loves pgvector (in theory)
If youโve spent any time in the vector search space over the past year, youโve probably read blog posts explaining...
๐ 72.9% similar
Thanks for writing this one Simon, I read it some time ago and I just wanted to say thanks and recommend it to folks browsing the comments, it's reall...
๐ 71.9% similar
Will Amazon S3 Vectors Kill Vector Databasesโor Save Them?
Not too long ago, AWS dropped something new: S3 Vectors. Itโs their first attempt at a vect...
๐ 71.5% similar
Category: All posts
"Your embeddings are out of sync again."
It's a message that haunts engineering teams trying to build AI applications. What starts...
๐ 67.0% similar
Designing Multimodal AI Search Engines for Smarter Online Retail
How AI redefines product discovery, search, and growth in E-Commerce
โWow, that shirt...
๐ 63.4% similar
Pinecone is a vector database that makes it easy to add similarity search to any application. Try it free, and continue reading to learn what makes si...
๐ 63.1% similar
The State of Vector Search in SQLite
Making vector search fast, memory-efficient, and natural in SQLite.
I usually donโt like to reinvent the wheel, b...
๐ 62.9% similar
How We Made 100M Vector Indexing in 20 Minutes Possible on PostgreSQL
1. Introduction
In the past few months, weโve heard consistent feedback from use...
๐ 62.7% similar
9 min read
Feb 02, 2026
Table of contents
01 The โUse the Right Toolโ Trap02 Why This Matters Now: The AI Era03 โBut Specialized Databases Are Better!...