"### by Query Generation and Embeddings Reranking\n",
"# Search augmented by query generation and embeddings reranking\n",
"\n",
"Searching for relevant information can sometimes be like looking for a needle in a haystack, but don’t despair, GPTs can actually do a lot of this work for us. In this guide we explore a way to augment existing search systems with various AI techniques, helping us sift through the noise.\n",