yt-fts downloads YouTube subtitles via yt-dlp and stores them in SQLite for full-text search. It supports semantic search using OpenAI and Gemini embedding APIs with chromadb as the vector backend, enabling phrase-based and semantic queries across video transcripts. The tool also provides an LLM chatbot interface and video summarization features built on the retrieval system.