# Capstone Module 7: Turkish Semantic Search System — sentence-transformers + FAISS + Mini-RAG

> Source: https://sukruyusufkaya.com/en/learn/llm-muhendisligi/capstone-turkce-semantic-search-faiss-mini-rag
> Updated: 2026-05-13T13:03:51.177Z
> Category: LLM Mühendisliği
> Module: Module 7: Embedding Layer — The Vector Space of Meaning
**TLDR:** Module 7 capstone project: Turkish semantic search system from scratch. sentence-transformers Turkish model selection, FAISS vector index, production-grade query pipeline, mini-RAG architecture (retriever + generator), benchmark + deployment. Practical application of embedding theory.