OpenAI just launched vector search and retrieval for your proprietary document embeddings via their File Search API. Perfect if you're committed to OpenAI's ecosystem and don't mind the platform lock-in.
The real power? Synthesized responses -- answering queries in a single request while handling ranking and augmentation behind the scenes. More details here: https://platform.openai.com/docs/guides/retrieval#synthesizing-responses