# Learning from the First Visual Pipeline Run

The first practical run establishes both a success and two defects. The pipeline produced 22,770 embeddings across 7,610 images after file-ID resolution was repaired and pgvector results were parsed into usable vectors.

Language: en
Canonical: https://avanticomplex.com/en/blog/learning-from-the-first-visual-pipeline-run/

Published: 2026-02-26T21:22:17.000Z

2026-02-26. The first practical run establishes both a success and two defects. The pipeline produced 22,770 embeddings across 7,610 images after file-ID resolution was repaired and pgvector results were parsed into usable vectors.

## What this establishes

This is a dated implementation record. It establishes an evidence-backed next step without presenting the work as complete.

This outcome follows [Making Visual Similarity Searchable](/en/blog/making-visual-similarity-searchable/) and [Letting Images Describe Themselves](/en/blog/letting-images-describe-themselves/).

**Historical basis:** This entry is dated to the 2026-02-26 repository milestone, commit `e094f71 and 470e4cc`.


## Translations
- en: https://avanticomplex.com/en/blog/learning-from-the-first-visual-pipeline-run/
- es: https://avanticomplex.com/es/blog/learning-from-the-first-visual-pipeline-run-es/
- pt: https://avanticomplex.com/pt/blog/learning-from-the-first-visual-pipeline-run-pt/