faion-rag-engineer

SKILL.md

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

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

| 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 |

RAG engineering: embeddings, chunking, vector databases, hybrid search, reranking. Source: faionfaion/faion-network.

View raw