qdrant-file-exporter
CommunityExport PDF chunks from Qdrant for quick analysis.
Authortechybolek
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill enables exporting all text chunks for a specific PDF document stored in the Qdrant vector database to a plain text file, including the three-tier contextual embeddings (master context, document context, and chunk-specific contexts), for offline inspection, analysis, or auditing.
Core Features & Use Cases
- Bulk Export: Retrieve and save all chunks for a given PDF in a single operation.
- Three-Tier Contexts: Includes master context, document context, and chunk-specific context to enhance understanding and debugging.
- Sequential Order: Chunks are output in the original document order (by chunk_index) for fidelity.
- Plain Text Output: Clean, readable text file saved to the UTIL directory.
- Contextful Output: Output includes master/document contexts to support deeper analysis.
Quick Start
Use the qdrant file exporter to dump all chunks for a specific PDF from Qdrant into a text file:
- Run: python .claude/skills/qdrant-file-exporter/scripts/export_chunks.py "your-document.pdf"
Dependency Matrix
Required Modules
qdrant-client
Components
scripts
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: qdrant-file-exporter Download link: https://github.com/techybolek/child/archive/main.zip#qdrant-file-exporter Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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