Tag: ai-agents
All the articles with the tag "ai-agents".
Graph Traversal Without a Graph Database: BFS in Pure Python
Updated: at 07:00 AMWhy Neo4j is overkill for a personal AI agent's memory, and how to implement fast, multi-hop context retrieval using a Breadth-First Search (BFS) in pure Python over SQLite.
Building a Deduplication Pipeline for Local Knowledge Graphs
Updated: at 06:00 AMWhy pure LLM extraction fails at knowledge graph creation, and how a 3-tier cascade of exact aliases, embedding similarity, and string fallback keeps a local SQLite graph clean.