AI-Native Database SynapCores vs pgvector

<h1> SynapCores SQLv2 vs PostgreSQL: The Evolution of Database Systems </h1> <h2> The AI Database Revolution </h2> <p>We built window functions (LAG, LEAD, RANK, etc.) in

<!-- SC_OFF --><div class="md"><p>Hi Reddit, we are a team of database researchers (including a PhD from MIT DB Group) and we just open-sourced an embedded vector database for

<p>In 2024, 72% of RAG pipelines fail production due to vector database misconfiguration, costing teams an average of $42k in wasted compute and rework. After benchmarking 4

<p>We paid for a vector database for a year. It was faster than Postgres at the one thing it does. We deleted it anyway.<br /> </p> <div class="highlight js-code-highlight"> <pre

<p>Every RAG prototype wants a vector database before it wants a data model.</p> <p>That is usually backwards.</p> <p>The first hard question is not which ANN index has the nicest

<h1> Vibe-Memory Part 3: pgvector Performance Optimization - How I Cut Query Time From 800ms to 15ms </h1> <p>Honestly, when I first built vibe-memory, I thought "how hard can