diff --git a/README.md b/README.md
index 7e93663af..755576c0f 100644
--- a/README.md
+++ b/README.md
@@ -61,7 +61,7 @@ The optional GPU implementation provides what is likely (as of March 2017) the f
 The following are entry points for documentation:
 
 - the full documentation, including a [tutorial](https://github.com/facebookresearch/faiss/wiki/Getting-started), a [FAQ](https://github.com/facebookresearch/faiss/wiki/FAQ) and a [troubleshooting section](https://github.com/facebookresearch/faiss/wiki/Troubleshooting) can be found on the [wiki page](http://github.com/facebookresearch/faiss/wiki)
-- the [doxygen documentation](http://rawgithub.com/facebookresearch/faiss/master/docs/html/annotated.html) gives per-class information
+- the [doxygen documentation](https://facebookresearch.github.io/faiss) gives per-class information
 - to reproduce results from our research papers, [Polysemous codes](https://arxiv.org/abs/1609.01882) and [Billion-scale similarity search with GPUs](https://arxiv.org/abs/1702.08734), refer to the [benchmarks README](benchs/README.md). For [
 Link and code: Fast indexing with graphs and compact regression codes](https://arxiv.org/abs/1804.09996), see the [link_and_code README](benchs/link_and_code)