---
title: "#fts5 articles | Hashnode"
description: "Explore 1 articles tagged #fts5 on Hashnode. Tutorials, guides, and how-tos from the community."
url: "https://hashnode.com/tag/fts5"
---

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# #fts5

1 posts · 0 followers

[Jeremy Longshore](https://hashnode.com/@jeremylongshore) · [Jul 1](https://hashnode.com/posts/fts5-fallback-how-zero-search-results-became-five-ico-dogfood-day-one-mr1lpi9z/6a449d7dd650997dc78a9074)

### [FTS5 Fallback: How Zero Search Results Became Five (ICO Dogfood Day One)](https://jeremylongshore.hashnode.dev/fts5-fallback-how-zero-search-results-became-five-ico-dogfood-day-one-mr1lpi9z?utm_source=hashnode&utm_medium=feed)

Five questions in. Zero answers out. The corpus had every answer; the search layer refused to admit it. Twenty-four hours later, against the same compiled workspace and the same five questions, ICO re

10 min read · [jeremylongshore.hashnode.dev](https://jeremylongshore.hashnode.dev/fts5-fallback-how-zero-search-results-became-five-ico-dogfood-day-one-mr1lpi9z?utm_source=hashnode&utm_medium=feed)

[O Meling](https://hashnode.com/@gothar) · [Apr 26](https://hashnode.com/posts/the-librarian-principle-why-your-rag-system-doesnt-need-a-vector-database/69edc1ed3273eb5359c9c5ec)

### [The Librarian Principle: Why Your RAG System Doesn't Need a Vector Database](https://gothartech.hashnode.dev/the-librarian-principle-why-your-rag-system-doesnt-need-a-vector-database?utm_source=hashnode&utm_medium=feed)

Most RAG architectures bury their smartest component under layers of plumbing. We built a production retrieval system with SQLite, five MCP tools, and zero embeddings. It won.

8 min read · [gothartech.hashnode.dev](https://gothartech.hashnode.dev/the-librarian-principle-why-your-rag-system-doesnt-need-a-vector-database?utm_source=hashnode&utm_medium=feed)