skills/smithery.ai/qdrant-pdf-reloader

qdrant-pdf-reloader

Installation
SKILL.md

Qdrant PDF Reloader

This skill helps users surgically reload a single PDF document to Qdrant without reloading the entire collection, using the LOAD_DB/reload_single_pdf.py script.

When to Use This Skill

Activate this skill automatically when the user:

  • Wants to reload/refresh a specific PDF in Qdrant
  • Needs to fix text cleaning issues in a particular document
  • Wants to update a document with improved processing
  • Needs to regenerate contextual embeddings for one PDF
  • Asks to "reload [filename]", "refresh [filename]", or "fix [filename]"
  • Uses keywords like "reload PDF", "refresh document", "update single file"

What is Surgical Reload?

Installs
1
First Seen
Apr 3, 2026
qdrant-pdf-reloader from smithery.ai