diff --git a/frontends/PyRTG/src/CMakeLists.txt b/frontends/PyRTG/src/CMakeLists.txt
index 3d082afc8402..5a5732b592b0 100644
--- a/frontends/PyRTG/src/CMakeLists.txt
+++ b/frontends/PyRTG/src/CMakeLists.txt
@@ -14,6 +14,10 @@ declare_mlir_python_sources(PyRTGSources
   ROOT_DIR "${CMAKE_CURRENT_SOURCE_DIR}"
   SOURCES
   pyrtg/__init__.py
+  pyrtg/core.py
+  pyrtg/labels.py
+  pyrtg/rtg.py
+  pyrtg/support.py
   pyrtg/tests.py
   rtgtool/rtgtool.py
 )
diff --git a/frontends/PyRTG/src/pyrtg/__init__.py b/frontends/PyRTG/src/pyrtg/__init__.py
index 4c205c453dca..fe0485aa8627 100644
--- a/frontends/PyRTG/src/pyrtg/__init__.py
+++ b/frontends/PyRTG/src/pyrtg/__init__.py
@@ -2,6 +2,8 @@
 #  See https://llvm.org/LICENSE.txt for license information.
 #  SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception
 
-from . import circt
 from . import tests
+from . import core
 from .tests import test
+from .labels import Label
+from .rtg import rtg
diff --git a/frontends/PyRTG/src/pyrtg/core.py b/frontends/PyRTG/src/pyrtg/core.py
new file mode 100644
index 000000000000..bb63a507cef2
--- /dev/null
+++ b/frontends/PyRTG/src/pyrtg/core.py
@@ -0,0 +1,32 @@
+#  Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions.
+#  See https://llvm.org/LICENSE.txt for license information.
+#  SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception
+
+from .circt import ir
+
+
+class CodeGenRoot:
+  """
+  This is the base class for classes that have to be visited by the RTG tool
+  during codegen.
+  """
+
+  def codegen(self):
+    assert False, "must be implemented by the subclass"
+
+
+class Value:
+  """
+  This class wraps around MLIR SSA values to provide a more Python native
+  experience. Instead of having a value class that stores the type, classes
+  deriving from this class represent specific types of values. Operations on
+  those values can then be exposed as methods that can support more convenient
+  bridging between Python values and MLIR values (e.g., accepting a Python
+  integer and automatically building a ConstantOp in MLIR).
+  """
+
+  def get_type(self) -> ir.Type:
+    assert False, "must be implemented by subclass"
+
+  def _get_ssa_value(self) -> ir.Value:
+    assert False, "must be implemented by subclass"
diff --git a/frontends/PyRTG/src/pyrtg/labels.py b/frontends/PyRTG/src/pyrtg/labels.py
new file mode 100644
index 000000000000..bb360810773b
--- /dev/null
+++ b/frontends/PyRTG/src/pyrtg/labels.py
@@ -0,0 +1,56 @@
+#  Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions.
+#  See https://llvm.org/LICENSE.txt for license information.
+#  SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception
+
+from __future__ import annotations
+
+from .circt import ir
+from .core import Value
+from .rtg import rtg
+
+
+class Label(Value):
+  """
+  Represents an ISA Assembly label. It can be declared and then passed around
+  like every value. To place a label at a specific location in a sequence call
+  'place'. It is the user's responsibility to place a label such that if the
+  label is used by an instruction in the fully randomized test, there exists
+  exactly one placement of the label to not end up with ambiguity or usage of
+  an undeclared label.
+  """
+
+  def __init__(self, value: ir.Value):
+    self._value = value
+
+  def declare(string: str) -> Label:
+    """
+    Declares a label with a fixed name. Labels returned by different calls to
+    this function but with the same arguments refer to the same label.
+    """
+
+    return rtg.LabelDeclOp(string, [])
+
+  def declare_unique(string: str) -> Label:
+    """
+    Declares a unique label. This means, all usages of the value returned by this
+    function will refer to the same label, but no other label declarations can
+    conflict with this label, including labels returned by other calls to this
+    function or fixed labels declared with 'declare_label'.
+    """
+
+    return rtg.LabelUniqueDeclOp(string, [])
+
+  def place(
+      self,
+      visibility: rtg.LabelVisibility = rtg.LabelVisibility.LOCAL) -> None:
+    """
+    Places a declared label in a sequence or test.
+    """
+
+    return rtg.LabelOp(rtg.LabelVisibilityAttr.get(visibility), self._value)
+
+  def get_type(self) -> ir.Type:
+    return rtg.LabelType.get()
+
+  def _get_ssa_value(self) -> ir.Value:
+    return self._value
diff --git a/frontends/PyRTG/src/pyrtg/rtg.py b/frontends/PyRTG/src/pyrtg/rtg.py
new file mode 100644
index 000000000000..d14c16b311d1
--- /dev/null
+++ b/frontends/PyRTG/src/pyrtg/rtg.py
@@ -0,0 +1,8 @@
+#  Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions.
+#  See https://llvm.org/LICENSE.txt for license information.
+#  SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception
+
+from .support import wrap_opviews_with_values
+from .circt.dialects import rtg
+
+wrap_opviews_with_values(rtg, rtg.__name__)
diff --git a/frontends/PyRTG/src/pyrtg/support.py b/frontends/PyRTG/src/pyrtg/support.py
new file mode 100644
index 000000000000..f752f981fcc6
--- /dev/null
+++ b/frontends/PyRTG/src/pyrtg/support.py
@@ -0,0 +1,63 @@
+#  Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions.
+#  See https://llvm.org/LICENSE.txt for license information.
+#  SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception
+
+from .circt import support, ir
+from .core import Value
+
+
+def _FromCirctValue(value: ir.Value) -> Value:
+  type = support.type_to_pytype(value.type)
+  from .rtg import rtg
+  if isinstance(type, rtg.LabelType):
+    from .labels import Label
+    return Label(value)
+  assert False, "Unsupported value"
+
+
+def wrap_opviews_with_values(dialect, module_name, excluded=[]):
+  """
+  Wraps all of a dialect's OpView classes to have their create method return a
+  Value instead of an OpView.
+  """
+
+  import sys
+  module = sys.modules[module_name]
+
+  for attr in dir(dialect):
+    cls = getattr(dialect, attr)
+
+    if attr not in excluded and isinstance(cls, type) and issubclass(
+        cls, ir.OpView):
+
+      def specialize_create(cls):
+
+        def create(*args, **kwargs):
+          # If any of the arguments are 'pyrtg.Value', we need to convert them.
+          def to_circt(arg):
+            if isinstance(arg, (list, tuple)):
+              return [to_circt(a) for a in arg]
+            return arg
+
+          args = [to_circt(arg) for arg in args]
+          kwargs = {k: to_circt(v) for k, v in kwargs.items()}
+          # Create the OpView.
+          if hasattr(cls, "create"):
+            created = cls.create(*args, **kwargs)
+          else:
+            created = cls(*args, **kwargs)
+          if isinstance(created, support.NamedValueOpView):
+            created = created.opview
+
+          # Return the wrapped values, if any.
+          converted_results = tuple(
+              _FromCirctValue(res) for res in created.results)
+          return converted_results[0] if len(
+              converted_results) == 1 else created
+
+        return create
+
+      wrapped_class = specialize_create(cls)
+      setattr(module, attr, wrapped_class)
+    else:
+      setattr(module, attr, cls)
diff --git a/frontends/PyRTG/src/pyrtg/tests.py b/frontends/PyRTG/src/pyrtg/tests.py
index 4743710c2aef..10315a3674c4 100644
--- a/frontends/PyRTG/src/pyrtg/tests.py
+++ b/frontends/PyRTG/src/pyrtg/tests.py
@@ -5,10 +5,11 @@
 import inspect
 
 from .circt import ir
-from .circt.dialects import rtg
+from .core import CodeGenRoot
+from .rtg import rtg
 
 
-class Test:
+class Test(CodeGenRoot):
   """
   Represents an RTG Test. Stores the test function and location.
   """
diff --git a/frontends/PyRTG/src/rtgtool/rtgtool.py b/frontends/PyRTG/src/rtgtool/rtgtool.py
index c7d9c5f5e3a3..4e35d95ae2e6 100644
--- a/frontends/PyRTG/src/rtgtool/rtgtool.py
+++ b/frontends/PyRTG/src/rtgtool/rtgtool.py
@@ -128,7 +128,7 @@ def frontend_codegen(args: argparse.Namespace) -> ir.Module:
     module = ir.Module.create()
     with ir.InsertionPoint(module.body):
       for _, obj in inspect.getmembers(file):
-        if isinstance(obj, pyrtg.tests.Test):
+        if isinstance(obj, pyrtg.core.CodeGenRoot):
           obj.codegen()
     return module
 
diff --git a/frontends/PyRTG/test/basic.py b/frontends/PyRTG/test/basic.py
index b575ddce23f1..ab145d847e95 100644
--- a/frontends/PyRTG/test/basic.py
+++ b/frontends/PyRTG/test/basic.py
@@ -1,19 +1,57 @@
 # RUN: %rtgtool% %s --seed=0 --output-format=mlir | FileCheck %s --check-prefix=MLIR
 # RUN: %rtgtool% %s --seed=0 --output-format=elaborated | FileCheck %s --check-prefix=ELABORATED
-# RUN: %rtgtool% %s --seed=0 -o %t --output-format=asm | FileCheck %s --input-file=%t --check-prefix=ASM
+# RUN: %rtgtool% %s --seed=0 -o %t --output-format=asm && FileCheck %s --input-file=%t --check-prefix=ASM
 
-from pyrtg import test
+from pyrtg import test, Label, rtg
 
-# MLIR: rtg.test @test0
+# MLIR-LABEL: rtg.test @test0
 # MLIR-NEXT: }
 
-# ELABORATED: rtg.test @test0
+# ELABORATED-LABEL: rtg.test @test0
 # ELABORATED-NEXT: }
 
-# ASM: Begin of test0
+# ASM-LABEL: Begin of test0
 # ASM: End of test0
 
 
 @test
 def test0():
   pass
+
+
+# MLIR-LABEL: rtg.test @test_labels
+# MLIR-NEXT: [[L0:%.+]] = rtg.label_decl "l0"
+# MLIR-NEXT: [[L1:%.+]] = rtg.label_unique_decl "l1"
+# MLIR-NEXT: [[L2:%.+]] = rtg.label_unique_decl "l1"
+# MLIR-NEXT: rtg.label global [[L0]]
+# MLIR-NEXT: rtg.label external [[L1]]
+# MLIR-NEXT: rtg.label local [[L2]]
+# MLIR-NEXT: }
+
+# ELABORATED-LABEL: rtg.test @test_labels
+# ELABORATED-NEXT: [[L0:%.+]] = rtg.label_decl "l0"
+# ELABORATED-NEXT: rtg.label global [[L0]]
+# ELABORATED-NEXT: [[L1:%.+]] = rtg.label_decl "l1_0"
+# ELABORATED-NEXT: rtg.label external [[L1]]
+# ELABORATED-NEXT: [[L2:%.+]] = rtg.label_decl "l1_1"
+# ELABORATED-NEXT: rtg.label local [[L2]]
+# ELABORATED-NEXT: }
+
+# ASM-LABEL: Begin of test_labels
+# ASM-EMPTY:
+# ASM-NEXT: .global l0
+# ASM-NEXT: l0:
+# ASM-NEXT: .extern l1_0
+# ASM-NEXT: l1_1:
+# ASM-EMPTY:
+# ASM: End of test_labels
+
+
+@test
+def test_labels():
+  l0 = Label.declare("l0")
+  l1 = Label.declare_unique("l1")
+  l2 = Label.declare_unique("l1")
+  l0.place(rtg.LabelVisibility.GLOBAL)
+  l1.place(rtg.LabelVisibility.EXTERNAL)
+  l2.place()