diff --git a/pyproject.toml b/pyproject.toml
index 45f53c9..c6f6073 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,26 @@
+[tool.poetry]
+name = "map2map-aquila"
+version = "0.1.0"
+description = ""
+authors = [
+  "Yin Li <eelregit@gmail.com>",
+  "Deaglan Bartlett <deaglan.bartlett@iap.fr>",
+  "Guilhem Lavaux <guilhem.lavaux@iap.fr>",
+]
+readme = "README.md"
+packages = [{include = "auto_seminar"}]
+
+[tool.poetry.dependencies]
+python = "^3.10"
+torch = ">=1.2"
+numpy = "^1.26.4"
+scipy = "^1.13.0"
+matplotlib = "^3.9.0"
+tensorboard = "^2.16.2"
+
 [build-system]
-requires = ["setuptools >= 61.0"]
-build-backend = "setuptools.build_meta"
+requires = ["poetry-core"]
+build-backend = "poetry.core.masonry.api"
 
 [project]
 description = "Neural network emulators to transform field/map data"
@@ -31,6 +51,10 @@ maintainers = [
 [project.scripts]
 m2m = "map2map:main"
 
+[tool.poetry.scripts]
+map2map = "map2map:main"
+
+
 [project.urls]
 #Homepage = "https://example.com"
 #Documentation = "https://readthedocs.org"