diff --git a/README.md b/README.md
index 99c19d3a..0183ccb5 100644
--- a/README.md
+++ b/README.md
@@ -102,6 +102,14 @@ program in collabs.
 Use `--listen` to make the server listen to network connections. This will allow computers on local newtork
 to access the UI, and if you configure port forwarding, also computers on the internet.
 
+### Textual Inversion
+To make use of pretrained embeddings, create `embeddings` directory (in the same palce as `webui.py`)
+and put your embeddings into it. They must be .pt files, each with only one trained embedding,
+and the filename (without .pt) will be the term you'd use in prompt to get that embedding.
+
+As an example, I trained one for about 5000 steps: https://files.catbox.moe/e2ui6r.pt; it does not produce
+very good results, but it does work. Download and rename it to Usada Pekora.pt, and put it into embeddings dir
+and use Usada Pekora in prompt.
 
 ### How to change UI defaults?