diff --git a/README.md b/README.md
new file mode 100644
index 0000000..3bf7a58
--- /dev/null
+++ b/README.md
@@ -0,0 +1,4 @@
+# Riffusion Inference Server
+
+Flask server that runs inference on a stable diffusion model for the riffusion app,
+using the diffusers library.