knowledge-ingestion-patterns
✓Patterns for ingesting knowledge into vector databases and RAG systems
Installation
SKILL.md
Systematic approaches for ingesting different content types into RAG with optimal chunking, metadata, and retrieval quality.
Different content types require different ingestion strategies. This skill documents best practices for:
Chunking Strategy: Page-aware with overlap, handle tables/figures specially
Patterns for ingesting knowledge into vector databases and RAG systems Source: mindmorass/reflex.
Facts (cite-ready)
Stable fields and commands for AI/search citations.
- Install command
npx skills add https://github.com/mindmorass/reflex --skill knowledge-ingestion-patterns- Source
- mindmorass/reflex
- Category
- </>Dev Tools
- Verified
- ✓
- First Seen
- 2026-02-01
- Updated
- 2026-02-18
Quick answers
What is knowledge-ingestion-patterns?
Patterns for ingesting knowledge into vector databases and RAG systems Source: mindmorass/reflex.
How do I install knowledge-ingestion-patterns?
Open your terminal or command line tool (Terminal, iTerm, Windows Terminal, etc.) Copy and run this command: npx skills add https://github.com/mindmorass/reflex --skill knowledge-ingestion-patterns Once installed, the skill will be automatically configured in your AI coding environment and ready to use in Claude Code or Cursor
Where is the source repository?
https://github.com/mindmorass/reflex
Details
- Category
- </>Dev Tools
- Source
- skills.sh
- First Seen
- 2026-02-01