Update README.md

README.md

@@ -158,7 +158,7 @@ for query, query_embedding in zip(queries, query_embeddings):
 # FAQs:
 
 #### How can I reduce overall inference cost ?
-- You can host these models without heavy torch dependency using the ONNX flavours of these models via [FlashRetrieve](https://github.com/PrithivirajDamodaran/FlashRetrieve) library.
+- You can host these models without heavy torch dependency using the ONNX flavours of these models via [FlashEmbed](https://github.com/PrithivirajDamodaran/flashembed) library.
 
 #### How do I reduce vector storage cost ?
 [Use Binary and Scalar Quantisation](https://huggingface.co/blog/embedding-quantization)