NetSec & Architecture

Tag: database

  • Using Neo4j: Software Architecture Overview

    The Direct Answer: What Problem Does Neo4j Solve? Neo4j transforms how we build knowledge systems by representing code, concepts, and their relationships as traversable graphs rather than isolated embeddings. After implementing hybrid RAG systems with Neo4j for code search across 500K+ functions, I’ve seen query relevance improve by 67% compared to pure vector similarity approaches.…

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    root
    A samurai depicted on the graph background

  • 5 docker commands to install PostgreSQL (Postgis), MongoDB, MySQL, and Redis

    PostgreSQL where (you can change them on your choice): Hint: using  25432 (or any other rarely used) port prevents conflicts You also can install it directly to your machine using this guide PostgreSQL + Postgis Hint:  -d flag runs the container as a daemon: it starts in the background and you can continue working with the same terminal…

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    root