diff --git a/README.md b/README.md
index b6e7ca59..bd53f506 100644
--- a/README.md
+++ b/README.md
@@ -100,7 +100,7 @@ conda install -c conda-forge groundingdino-py segment-anything-fast
 
 ### Install SAM 3 on Windows
 
-It is a bit tricky to install SAM 3 on Windows. Run the following commands on Windows to install SamGeo:
+Run the following commands to install SamGeo using `conda`:
 
 ```bash
 conda create -n geo python=3.12
@@ -110,6 +110,13 @@ pip install "segment-geospatial[samgeo3]"
 pip install triton-windows ipykernel jupyterlab
 ```
 
+`uv` based installation
+```bash
+uv venv --python=3.16
+uv pip install torch torchvision --index-url https://download.pytorch.org/whl/cu128
+uv pip install segment-geospatial[samgeo3]
+```
+
 ## Examples
 
 -   [Segmenting remote sensing imagery](https://samgeo.gishub.org/examples/satellite)
diff --git a/pyproject.toml b/pyproject.toml
index 34d9af10..9cde2b40 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -76,10 +76,12 @@ samgeo3 = [
     "buildingregulariser",
     "leafmap",
     "localtileserver",
+    "psutil; platform_system == 'Windows'",
     "spacy",
-    "triton>=3.5.1; sys_platform == 'linux'",
-    "triton-windows>=3.3.0.post19; sys_platform == 'windows'",
-    "transformers>=5.0.0rc0",
+    "tokenizers==0.22.1",
+    "triton; platform_system == 'Linux'",
+    "triton-windows; platform_system == 'Windows'",
+    "transformers",
     "xarray"
 ]
 text = [