Synthesizer provides tools for generating synthetic question-answer datasets using LLMs, with turnkey integration for anchoring generated data to real-world sources via RAG. It includes a built-in RAG provider interface and harness for evaluating RAG pipeline performance. Supports Anthropic, OpenAI, vLLM, and HuggingFace as backends.