faion-rag-engineer

Installation

SKILL.md

Entry point: /faion-net — invoke this skill for automatic routing to the appropriate domain.

RAG Engineer Skill

Communication: User's language. Code: English.

Purpose

Specializes in RAG (Retrieval Augmented Generation) systems. Covers document processing, embeddings, vector search, and retrieval optimization.

Area	Coverage
Chunking	Text splitting, semantic chunking, overlap strategies
Embeddings	Text vectorization, similarity search, models
Vector DBs	Qdrant, Weaviate, Chroma, pgvector
Retrieval	Hybrid search, reranking, metadata filtering
RAG Systems	Architecture, evaluation, agentic RAG

Installs

Source

First Seen

Apr 27, 2026