diff --git a/midend/include/buddy-mlir-c/Registration.h b/midend/include/buddy-mlir-c/RegisterEverything.h
similarity index 56%
rename from midend/include/buddy-mlir-c/Registration.h
rename to midend/include/buddy-mlir-c/RegisterEverything.h
index b1261a4bd..982b55c7e 100644
--- a/midend/include/buddy-mlir-c/Registration.h
+++ b/midend/include/buddy-mlir-c/RegisterEverything.h
@@ -1,4 +1,4 @@
-//===----------- Registration.h - Register all dialects and passes --------===//
+//===------- RegisterEverything.h - Register all dialects and passes ------===//
 //
 // Licensed under the Apache License, Version 2.0 (the "License");
 // you may not use this file except in compliance with the License.
@@ -14,8 +14,8 @@
 //
 //===----------------------------------------------------------------------===//
 
-#ifndef BUDDYMLIR_C_REGISTRATION_H
-#define BUDDYMLIR_C_REGISTRATION_H
+#ifndef BUDDYMLIR_C_REGISTEREVERYTHING_H
+#define BUDDYMLIR_C_REGISTEREVERYTHING_H
 
 #include "mlir-c/IR.h"
 #include "mlir-c/Support.h"
@@ -24,16 +24,17 @@
 extern "C" {
 #endif
 
-/** Registers all dialects with a context.
- * This is needed before creating IR for these Dialects.
- */
-MLIR_CAPI_EXPORTED void buddyMlirRegisterAllDialects(MlirContext context);
+// Registers all dialects with a context.
+MLIR_CAPI_EXPORTED void buddyRegisterAllDialects(MlirDialectRegistry registry);
 
-/** Registers all passes for symbolic access with the global registry. */
-MLIR_CAPI_EXPORTED void buddyMlirRegisterAllPasses();
+// Register all translations to LLVM IR for dialects that can support it.
+MLIR_CAPI_EXPORTED void buddyRegisterAllTranslations(MlirContext context);
+
+// Registers all passes for symbolic access with the global registry.
+MLIR_CAPI_EXPORTED void buddyRegisterAllPasses();
 
 #ifdef __cplusplus
 }
 #endif
 
-#endif // BUDDYMLIR_C_REGISTRATION_H
+#endif // BUDDYMLIR_C_REGISTEREVERYTHING_H
diff --git a/midend/lib/CAPI/Registration.cpp b/midend/lib/Bindings/Python/RegisterEverything.cpp
similarity index 51%
rename from midend/lib/CAPI/Registration.cpp
rename to midend/lib/Bindings/Python/RegisterEverything.cpp
index e1252a249..cae505006 100644
--- a/midend/lib/CAPI/Registration.cpp
+++ b/midend/lib/Bindings/Python/RegisterEverything.cpp
@@ -1,4 +1,4 @@
-//===------ Registration.cpp - C Interface for MLIR Registration ----------===//
+//===- RegisterEverything.cpp - API to register all dialects/passes -------===//
 //
 // Licensed under the Apache License, Version 2.0 (the "License");
 // you may not use this file except in compliance with the License.
@@ -14,20 +14,18 @@
 //
 //===----------------------------------------------------------------------===//
 
-#include "buddy-mlir-c/Registration.h"
+#include "buddy-mlir-c/RegisterEverything.h"
+#include "mlir/Bindings/Python/PybindAdaptors.h"
 
-#include "mlir/CAPI/IR.h"
-#include "mlir/Conversion/Passes.h"
-#include "mlir/Dialect/Linalg/Passes.h"
-#include "mlir/Transforms/Passes.h"
-#include "buddy-mlir-c/InitAll.h"
+PYBIND11_MODULE(_mlirRegisterEverything, m) {
+  m.doc() = "Buddy MLIR All Dialects, Translations and Passes Registration";
 
-void buddyMlirRegisterAllDialects(MlirContext context) {
-  mlir::DialectRegistry registry;
-  mlir::buddy::registerAllDialects(registry);
+  m.def("register_dialects", [](MlirDialectRegistry registry) {
+    buddyRegisterAllDialects(registry);
+  });
+  m.def("register_llvm_translations",
+        [](MlirContext context) { buddyRegisterAllTranslations(context); });
 
-  unwrap(context)->appendDialectRegistry(registry);
-  unwrap(context)->loadAllAvailableDialects();
-}
-
-void buddyMlirRegisterAllPasses() { mlir::buddy::registerAllPasses(); }
+  // Register all passes on load.
+  buddyRegisterAllPasses();
+}
\ No newline at end of file
diff --git a/midend/lib/CAPI/CMakeLists.txt b/midend/lib/CAPI/CMakeLists.txt
index 6dcfae7d1..fc4cb6cc0 100644
--- a/midend/lib/CAPI/CMakeLists.txt
+++ b/midend/lib/CAPI/CMakeLists.txt
@@ -1,13 +1,24 @@
+get_property(dialect_libs GLOBAL PROPERTY MLIR_DIALECT_LIBS)
+get_property(translation_libs GLOBAL PROPERTY MLIR_TRANSLATION_LIBS)
+get_property(conversion_libs GLOBAL PROPERTY MLIR_CONVERSION_LIBS)
+get_property(extension_libs GLOBAL PROPERTY MLIR_EXTENSION_LIBS)
+
 add_mlir_public_c_api_library(BuddyMLIRCAPI
   Dialects.cpp
-  Registration.cpp
+  RegisterEverything.cpp
 
   ADDITIONAL_HEADER_DIRS
   ${PROJECT_SOURCE_DIR}/midend/include/buddy-mlir-c
 
   LINK_LIBS PUBLIC
-  MLIRIR
-  MLIRSupport
+  ${dialect_libs}
+  ${translation_libs}
+  ${conversion_libs}
+  ${extension_libs}
+  MLIRBuiltinToLLVMIRTranslation
+  MLIRCAPIIR
+  MLIRLLVMToLLVMIRTranslation
+  MLIRCAPITransforms
   BuddyBud
   BuddyDAP
   BuddyDIP
@@ -18,4 +29,5 @@ add_mlir_public_c_api_library(BuddyMLIRCAPI
   BuddySche
   VectorExp
   BuddyMLIRInitAll
+  BuddyToLLVMIRTranslationRegistration
 )
diff --git a/midend/lib/CAPI/RegisterEverything.cpp b/midend/lib/CAPI/RegisterEverything.cpp
new file mode 100644
index 000000000..b89b89b78
--- /dev/null
+++ b/midend/lib/CAPI/RegisterEverything.cpp
@@ -0,0 +1,69 @@
+//===------- RegisterEverything.cpp - Register all MLIR entities ----------===//
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+//     http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+//
+//===----------------------------------------------------------------------===//
+
+#include "buddy-mlir-c/InitAll.h"
+#include "buddy-mlir-c/RegisterEverything.h"
+#include "mlir-c/RegisterEverything.h"
+
+#include "mlir/CAPI/IR.h"
+#include "mlir/Dialect/DLTI/DLTI.h"
+#include "mlir/Dialect/Func/IR/FuncOps.h"
+#include "mlir/IR/MLIRContext.h"
+#include "mlir/InitAllDialects.h"
+#include "mlir/InitAllExtensions.h"
+#include "mlir/InitAllPasses.h"
+#include "mlir/Target/LLVMIR/Dialect/All.h"
+#include "mlir/Target/LLVMIR/Dialect/Builtin/BuiltinToLLVMIRTranslation.h"
+#include "mlir/Target/LLVMIR/Dialect/LLVMIR/LLVMToLLVMIRTranslation.h"
+#include "Target/LLVMIR/Dialect/Gemmini/GemminiToLLVMIRTranslation.h"
+#include "Target/LLVMIR/Dialect/RVV/RVVToLLVMIRTranslation.h"
+
+using namespace buddy;
+using namespace mlir;
+
+namespace buddy {
+void registerBuddyToLLVMIRTranslation();
+}
+
+void buddyRegisterAllDialects(MlirDialectRegistry registry) {
+  // Register all Dialects from UPSTREAM MLIR
+  mlir::registerAllDialects(*unwrap(registry));
+
+  // Register all Dialects from BUDDY MLIR
+  mlir::buddy::registerAllDialects(*unwrap(registry));
+}
+
+void buddyRegisterAllTranslations(MlirContext context) {
+  auto &ctx = *unwrap(context);
+  mlir::DialectRegistry registry;
+  // Register all Translations from UPSTREAM MLIR
+  registry.insert<DLTIDialect, func::FuncDialect>();
+  mlir::registerAllToLLVMIRTranslations(registry);
+
+  // Register all Translations from BUDDY MLIR
+  registerRVVDialectTranslation(registry);
+  registerGemminiDialectTranslation(registry);
+  
+  ctx.appendDialectRegistry(registry);
+}
+
+void buddyRegisterAllPasses() {
+  // Register all Passes from UPSTREAM MLIR
+  mlir::registerAllPasses();
+
+  // Register all Passes from BUDDY MLIR
+  mlir::buddy::registerAllPasses(); 
+}
diff --git a/midend/python/Bindings/DialectBud.cpp b/midend/python/Bindings/DialectBud.cpp
deleted file mode 100644
index c0f6de6b1..000000000
--- a/midend/python/Bindings/DialectBud.cpp
+++ /dev/null
@@ -1,40 +0,0 @@
-//===---- DialectBud.cpp - Pybind module for Bud dialect API support ------===//
-//
-// Licensed under the Apache License, Version 2.0 (the "License");
-// you may not use this file except in compliance with the License.
-// You may obtain a copy of the License at
-//
-//     http://www.apache.org/licenses/LICENSE-2.0
-//
-// Unless required by applicable law or agreed to in writing, software
-// distributed under the License is distributed on an "AS IS" BASIS,
-// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-// See the License for the specific language governing permissions and
-// limitations under the License.
-//
-//===----------------------------------------------------------------------===//
-
-#include "mlir/Bindings/Python/PybindAdaptors.h"
-#include "buddy-mlir-c/Dialects.h"
-#include "buddy-mlir-c/Registration.h"
-
-namespace py = pybind11;
-using namespace mlir::python::adaptors;
-
-PYBIND11_MODULE(_budDialects, m) {
-
-  auto budM = m.def_submodule("bud");
-
-  buddyMlirRegisterAllPasses();
-
-  budM.def(
-      "register_dialect",
-      [](MlirContext context, bool load) {
-        MlirDialectHandle handle = mlirGetDialectHandle__bud__();
-        mlirDialectHandleRegisterDialect(handle, context);
-        if (load) {
-          mlirDialectHandleLoadDialect(handle, context);
-        }
-      },
-      py::arg("context") = py::none(), py::arg("load") = true);
-}
diff --git a/midend/python/Bindings/DialectDAP.cpp b/midend/python/Bindings/DialectDAP.cpp
deleted file mode 100644
index 943b7cf02..000000000
--- a/midend/python/Bindings/DialectDAP.cpp
+++ /dev/null
@@ -1,40 +0,0 @@
-//===---- DialectDAP.cpp - Pybind module for DAP dialect API support ------===//
-//
-// Licensed under the Apache License, Version 2.0 (the "License");
-// you may not use this file except in compliance with the License.
-// You may obtain a copy of the License at
-//
-//     http://www.apache.org/licenses/LICENSE-2.0
-//
-// Unless required by applicable law or agreed to in writing, software
-// distributed under the License is distributed on an "AS IS" BASIS,
-// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-// See the License for the specific language governing permissions and
-// limitations under the License.
-//
-//===----------------------------------------------------------------------===//
-
-#include "mlir/Bindings/Python/PybindAdaptors.h"
-#include "buddy-mlir-c/Dialects.h"
-#include "buddy-mlir-c/Registration.h"
-
-namespace py = pybind11;
-using namespace mlir::python::adaptors;
-
-PYBIND11_MODULE(_dapDialects, m) {
-
-  auto dapM = m.def_submodule("dap");
-
-  buddyMlirRegisterAllPasses();
-
-  dapM.def(
-      "register_dialect",
-      [](MlirContext context, bool load) {
-        MlirDialectHandle handle = mlirGetDialectHandle__dap__();
-        mlirDialectHandleRegisterDialect(handle, context);
-        if (load) {
-          mlirDialectHandleLoadDialect(handle, context);
-        }
-      },
-      py::arg("context") = py::none(), py::arg("load") = true);
-}
diff --git a/midend/python/Bindings/DialectDIP.cpp b/midend/python/Bindings/DialectDIP.cpp
deleted file mode 100644
index f1d53302d..000000000
--- a/midend/python/Bindings/DialectDIP.cpp
+++ /dev/null
@@ -1,40 +0,0 @@
-//===---- DialectDIP.cpp - Pybind module for DIP dialect API support ------===//
-//
-// Licensed under the Apache License, Version 2.0 (the "License");
-// you may not use this file except in compliance with the License.
-// You may obtain a copy of the License at
-//
-//     http://www.apache.org/licenses/LICENSE-2.0
-//
-// Unless required by applicable law or agreed to in writing, software
-// distributed under the License is distributed on an "AS IS" BASIS,
-// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-// See the License for the specific language governing permissions and
-// limitations under the License.
-//
-//===----------------------------------------------------------------------===//
-
-#include "mlir/Bindings/Python/PybindAdaptors.h"
-#include "buddy-mlir-c/Dialects.h"
-#include "buddy-mlir-c/Registration.h"
-
-namespace py = pybind11;
-using namespace mlir::python::adaptors;
-
-PYBIND11_MODULE(_dipDialects, m) {
-
-  auto dipM = m.def_submodule("dip");
-
-  buddyMlirRegisterAllPasses();
-
-  dipM.def(
-      "register_dialect",
-      [](MlirContext context, bool load) {
-        MlirDialectHandle handle = mlirGetDialectHandle__dip__();
-        mlirDialectHandleRegisterDialect(handle, context);
-        if (load) {
-          mlirDialectHandleLoadDialect(handle, context);
-        }
-      },
-      py::arg("context") = py::none(), py::arg("load") = true);
-}
diff --git a/midend/python/Bindings/DialectGemmini.cpp b/midend/python/Bindings/DialectGemmini.cpp
deleted file mode 100644
index 29e9d48a9..000000000
--- a/midend/python/Bindings/DialectGemmini.cpp
+++ /dev/null
@@ -1,40 +0,0 @@
-//===- DialectGemmini.cpp - Pybind module for Gemmini dialect API support -===//
-//
-// Licensed under the Apache License, Version 2.0 (the "License");
-// you may not use this file except in compliance with the License.
-// You may obtain a copy of the License at
-//
-//     http://www.apache.org/licenses/LICENSE-2.0
-//
-// Unless required by applicable law or agreed to in writing, software
-// distributed under the License is distributed on an "AS IS" BASIS,
-// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-// See the License for the specific language governing permissions and
-// limitations under the License.
-//
-//===----------------------------------------------------------------------===//
-
-#include "mlir/Bindings/Python/PybindAdaptors.h"
-#include "buddy-mlir-c/Dialects.h"
-#include "buddy-mlir-c/Registration.h"
-
-namespace py = pybind11;
-using namespace mlir::python::adaptors;
-
-PYBIND11_MODULE(_gemminiDialects, m) {
-
-  auto gemminiM = m.def_submodule("gemmini");
-
-  buddyMlirRegisterAllPasses();
-
-  gemminiM.def(
-      "register_dialect",
-      [](MlirContext context, bool load) {
-        MlirDialectHandle handle = mlirGetDialectHandle__gemmini__();
-        mlirDialectHandleRegisterDialect(handle, context);
-        if (load) {
-          mlirDialectHandleLoadDialect(handle, context);
-        }
-      },
-      py::arg("context") = py::none(), py::arg("load") = true);
-}
diff --git a/midend/python/Bindings/DialectRVV.cpp b/midend/python/Bindings/DialectRVV.cpp
deleted file mode 100644
index d560ea1e3..000000000
--- a/midend/python/Bindings/DialectRVV.cpp
+++ /dev/null
@@ -1,40 +0,0 @@
-//===---- DialectRVV.cpp - Pybind module for RVV dialect API support ------===//
-//
-// Licensed under the Apache License, Version 2.0 (the "License");
-// you may not use this file except in compliance with the License.
-// You may obtain a copy of the License at
-//
-//     http://www.apache.org/licenses/LICENSE-2.0
-//
-// Unless required by applicable law or agreed to in writing, software
-// distributed under the License is distributed on an "AS IS" BASIS,
-// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-// See the License for the specific language governing permissions and
-// limitations under the License.
-//
-//===----------------------------------------------------------------------===//
-
-#include "mlir/Bindings/Python/PybindAdaptors.h"
-#include "buddy-mlir-c/Dialects.h"
-#include "buddy-mlir-c/Registration.h"
-
-namespace py = pybind11;
-using namespace mlir::python::adaptors;
-
-PYBIND11_MODULE(_rvvDialects, m) {
-
-  auto rvvM = m.def_submodule("rvv");
-
-  buddyMlirRegisterAllPasses();
-
-  rvvM.def(
-      "register_dialect",
-      [](MlirContext context, bool load) {
-        MlirDialectHandle handle = mlirGetDialectHandle__rvv__();
-        mlirDialectHandleRegisterDialect(handle, context);
-        if (load) {
-          mlirDialectHandleLoadDialect(handle, context);
-        }
-      },
-      py::arg("context") = py::none(), py::arg("load") = true);
-}
diff --git a/midend/python/Bindings/DialectSche.cpp b/midend/python/Bindings/DialectSche.cpp
deleted file mode 100644
index 1b9dcd5e7..000000000
--- a/midend/python/Bindings/DialectSche.cpp
+++ /dev/null
@@ -1,40 +0,0 @@
-//===--- DialectSche.cpp - Pybind module for Sche dialect API support -----===//
-//
-// Licensed under the Apache License, Version 2.0 (the "License");
-// you may not use this file except in compliance with the License.
-// You may obtain a copy of the License at
-//
-//     http://www.apache.org/licenses/LICENSE-2.0
-//
-// Unless required by applicable law or agreed to in writing, software
-// distributed under the License is distributed on an "AS IS" BASIS,
-// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-// See the License for the specific language governing permissions and
-// limitations under the License.
-//
-//===----------------------------------------------------------------------===//
-
-#include "mlir/Bindings/Python/PybindAdaptors.h"
-#include "buddy-mlir-c/Dialects.h"
-#include "buddy-mlir-c/Registration.h"
-
-namespace py = pybind11;
-using namespace mlir::python::adaptors;
-
-PYBIND11_MODULE(_scheDialects, m) {
-
-  auto scheM = m.def_submodule("sche");
-
-  buddyMlirRegisterAllPasses();
-
-  scheM.def(
-      "register_dialect",
-      [](MlirContext context, bool load) {
-        MlirDialectHandle handle = mlirGetDialectHandle__sche__();
-        mlirDialectHandleRegisterDialect(handle, context);
-        if (load) {
-          mlirDialectHandleLoadDialect(handle, context);
-        }
-      },
-      py::arg("context") = py::none(), py::arg("load") = true);
-}
diff --git a/midend/python/Bindings/DialectVectorExp.cpp b/midend/python/Bindings/DialectVectorExp.cpp
deleted file mode 100644
index 46947deba..000000000
--- a/midend/python/Bindings/DialectVectorExp.cpp
+++ /dev/null
@@ -1,40 +0,0 @@
-//===DialectVectorExp.cpp - Pybind module for VectorExp dialect API support===//
-//
-// Licensed under the Apache License, Version 2.0 (the "License");
-// you may not use this file except in compliance with the License.
-// You may obtain a copy of the License at
-//
-//     http://www.apache.org/licenses/LICENSE-2.0
-//
-// Unless required by applicable law or agreed to in writing, software
-// distributed under the License is distributed on an "AS IS" BASIS,
-// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-// See the License for the specific language governing permissions and
-// limitations under the License.
-//
-//===----------------------------------------------------------------------===//
-
-#include "mlir/Bindings/Python/PybindAdaptors.h"
-#include "buddy-mlir-c/Dialects.h"
-#include "buddy-mlir-c/Registration.h"
-
-namespace py = pybind11;
-using namespace mlir::python::adaptors;
-
-PYBIND11_MODULE(_vector_expDialects, m) {
-
-  auto vector_expM = m.def_submodule("vector_exp");
-
-  buddyMlirRegisterAllPasses();
-
-  vector_expM.def(
-      "register_dialect",
-      [](MlirContext context, bool load) {
-        MlirDialectHandle handle = mlirGetDialectHandle__vector_exp__();
-        mlirDialectHandleRegisterDialect(handle, context);
-        if (load) {
-          mlirDialectHandleLoadDialect(handle, context);
-        }
-      },
-      py::arg("context") = py::none(), py::arg("load") = true);
-}
diff --git a/midend/python/CMakeLists.txt b/midend/python/CMakeLists.txt
index b50328489..b36090b46 100644
--- a/midend/python/CMakeLists.txt
+++ b/midend/python/CMakeLists.txt
@@ -81,78 +81,85 @@ declare_mlir_dialect_python_bindings(
 # dependencies.
 ################################################################################
 
-declare_mlir_python_extension(BuddyMLIRPythonSources.Dialects.Bud.Pybind
-  MODULE_NAME _budDialects
-  ADD_TO_PARENT BuddyMLIRPythonSources.Dialects.bud
-  SOURCES
-    Bindings/DialectBud.cpp
-  EMBED_CAPI_LINK_LIBS
-    BuddyMLIRCAPI
-)
+set(PYTHON_SOURCE_DIR "${CMAKE_CURRENT_SOURCE_DIR}/../lib/Bindings/Python")
 
-declare_mlir_python_extension(BuddyMLIRPythonSources.Dialects.DAP.Pybind
-  MODULE_NAME _dapDialects
-  ADD_TO_PARENT BuddyMLIRPythonSources.Dialects.dap
-  SOURCES
-    Bindings/DialectDAP.cpp
-  EMBED_CAPI_LINK_LIBS
-    BuddyMLIRCAPI
-)
+# declare_mlir_python_extension(BuddyMLIRPythonSources.Dialects.Bud.Pybind
+#   MODULE_NAME _budDialects
+#   ADD_TO_PARENT BuddyMLIRPythonSources.Dialects.bud
+#   SOURCES
+#     Bindings/DialectBud.cpp
+#   EMBED_CAPI_LINK_LIBS
+#     BuddyMLIRCAPI
+# )
 
-declare_mlir_python_extension(BuddyMLIRPythonSources.Dialects.DIP.Pybind
-  MODULE_NAME _dipDialects
-  ADD_TO_PARENT BuddyMLIRPythonSources.Dialects.dip
-  SOURCES
-    Bindings/DialectDIP.cpp
-  EMBED_CAPI_LINK_LIBS
-    BuddyMLIRCAPI
-)
+# declare_mlir_python_extension(BuddyMLIRPythonSources.Dialects.DAP.Pybind
+#   MODULE_NAME _dapDialects
+#   ADD_TO_PARENT BuddyMLIRPythonSources.Dialects.dap
+#   SOURCES
+#     Bindings/DialectDAP.cpp
+#   EMBED_CAPI_LINK_LIBS
+#     BuddyMLIRCAPI
+# )
 
-declare_mlir_python_extension(BuddyMLIRPythonSources.Dialects.Gemmini.Pybind
-  MODULE_NAME _gemminiDialects
-  ADD_TO_PARENT BuddyMLIRPythonSources.Dialects.gemmini
-  SOURCES
-    Bindings/DialectGemmini.cpp
-  EMBED_CAPI_LINK_LIBS
-    BuddyMLIRCAPI
-)
+# declare_mlir_python_extension(BuddyMLIRPythonSources.Dialects.DIP.Pybind
+#   MODULE_NAME _dipDialects
+#   ADD_TO_PARENT BuddyMLIRPythonSources.Dialects.dip
+#   SOURCES
+#     Bindings/DialectDIP.cpp
+#   EMBED_CAPI_LINK_LIBS
+#     BuddyMLIRCAPI
+# )
 
-declare_mlir_python_extension(BuddyMLIRPythonSources.Dialects.RVV.Pybind
-  MODULE_NAME _rvvDialects
-  ADD_TO_PARENT BuddyMLIRPythonSources.Dialects.rvv
-  SOURCES
-    Bindings/DialectRVV.cpp
-  EMBED_CAPI_LINK_LIBS
-    BuddyMLIRCAPI
-)
+# declare_mlir_python_extension(BuddyMLIRPythonSources.Dialects.Gemmini.Pybind
+#   MODULE_NAME _gemminiDialects
+#   ADD_TO_PARENT BuddyMLIRPythonSources.Dialects.gemmini
+#   SOURCES
+#     Bindings/DialectGemmini.cpp
+#   EMBED_CAPI_LINK_LIBS
+#     BuddyMLIRCAPI
+# )
 
-declare_mlir_python_extension(BuddyMLIRPythonSources.Dialects.Sche.Pybind
-  MODULE_NAME _scheDialects
-  ADD_TO_PARENT BuddyMLIRPythonSources.Dialects.sche
-  SOURCES
-    Bindings/DialectSche.cpp
-  EMBED_CAPI_LINK_LIBS
-    BuddyMLIRCAPI
-)
+# declare_mlir_python_extension(BuddyMLIRPythonSources.Dialects.RVV.Pybind
+#   MODULE_NAME _rvvDialects
+#   ADD_TO_PARENT BuddyMLIRPythonSources.Dialects.rvv
+#   SOURCES
+#     Bindings/DialectRVV.cpp
+#   EMBED_CAPI_LINK_LIBS
+#     BuddyMLIRCAPI
+# )
 
-declare_mlir_python_extension(BuddyMLIRPythonSources.Dialects.VectorExp.Pybind
-  MODULE_NAME _vector_expDialects
-  ADD_TO_PARENT BuddyMLIRPythonSources.Dialects.vector_exp
-  SOURCES
-    Bindings/DialectVectorExp.cpp
-  EMBED_CAPI_LINK_LIBS
-    BuddyMLIRCAPI
-)
+# declare_mlir_python_extension(BuddyMLIRPythonSources.Dialects.Sche.Pybind
+#   MODULE_NAME _scheDialects
+#   ADD_TO_PARENT BuddyMLIRPythonSources.Dialects.sche
+#   SOURCES
+#     Bindings/DialectSche.cpp
+#   EMBED_CAPI_LINK_LIBS
+#     BuddyMLIRCAPI
+# )
 
-# declare_mlir_python_extension(BuddyMLIRPythonSources.Extension
-#   MODULE_NAME _buddyRegisterEverything
-#   ADD_TO_PARENT BuddyMLIRPythonSources
+# declare_mlir_python_extension(BuddyMLIRPythonSources.Dialects.VectorExp.Pybind
+#   MODULE_NAME _vector_expDialects
+#   ADD_TO_PARENT BuddyMLIRPythonSources.Dialects.vector_exp
 #   SOURCES
-#     Bindings/RegisterEverything.cpp
+#     Bindings/DialectVectorExp.cpp
 #   EMBED_CAPI_LINK_LIBS
 #     BuddyMLIRCAPI
 # )
 
+declare_mlir_python_extension(BuddyMLIRPythonSources.Extension
+  MODULE_NAME _mlirRegisterEverything
+  ROOT_DIR "${PYTHON_SOURCE_DIR}"
+  ADD_TO_PARENT BuddyMLIRPythonSources
+  SOURCES
+    RegisterEverything.cpp
+  PRIVATE_LINK_LIBS
+    LLVMSupport
+  EMBED_CAPI_LINK_LIBS
+    BuddyMLIRCAPI
+    MLIRCAPIConversion
+    MLIRCAPITransforms
+)
+
 ################################################################################
 # Common CAPI dependency DSO.
 # All python extensions must link through one DSO which exports the CAPI, and
@@ -174,8 +181,7 @@ add_mlir_python_common_capi_library(BuddyMLIRPythonCAPI
   DECLARED_SOURCES
     BuddyMLIRPythonSources
     MLIRPythonSources
-    
-    MLIRPythonExtension.RegisterEverything
+    MLIRPythonExtension.Core
 )
 
 ################################################################################
@@ -187,9 +193,8 @@ add_mlir_python_modules(BuddyMLIRPythonModules
   INSTALL_PREFIX "python_packages/mlir_core/buddy_mlir"
   DECLARED_SOURCES
     BuddyMLIRPythonSources
-    
-    MLIRPythonExtension.RegisterEverything
     MLIRPythonSources
+    MLIRPythonExtension.Core
   COMMON_CAPI_LINK_LIBS
     BuddyMLIRPythonCAPI
     MLIRPythonCAPI
diff --git a/midend/python/buddy_mlir/dialects/bud.py b/midend/python/buddy_mlir/dialects/bud.py
index 55948f155..7cc060fdd 100644
--- a/midend/python/buddy_mlir/dialects/bud.py
+++ b/midend/python/buddy_mlir/dialects/bud.py
@@ -15,4 +15,3 @@
 # ===---------------------------------------------------------------------------
 
 from ._bud_ops_gen import *
-from .._mlir_libs._budDialects.bud import *
diff --git a/midend/python/buddy_mlir/dialects/dap.py b/midend/python/buddy_mlir/dialects/dap.py
index 1e7451b2c..969d967ab 100644
--- a/midend/python/buddy_mlir/dialects/dap.py
+++ b/midend/python/buddy_mlir/dialects/dap.py
@@ -15,4 +15,3 @@
 # ===---------------------------------------------------------------------------
 
 from ._dap_ops_gen import *
-from .._mlir_libs._dapDialects.dap import *
diff --git a/midend/python/buddy_mlir/dialects/dip.py b/midend/python/buddy_mlir/dialects/dip.py
index 2e288cdc1..60ee9262d 100644
--- a/midend/python/buddy_mlir/dialects/dip.py
+++ b/midend/python/buddy_mlir/dialects/dip.py
@@ -15,4 +15,3 @@
 # ===---------------------------------------------------------------------------
 
 from ._dip_ops_gen import *
-from .._mlir_libs._dipDialects.dip import *
diff --git a/midend/python/buddy_mlir/dialects/gemmini.py b/midend/python/buddy_mlir/dialects/gemmini.py
index eb81d84d9..92f1a7ed9 100644
--- a/midend/python/buddy_mlir/dialects/gemmini.py
+++ b/midend/python/buddy_mlir/dialects/gemmini.py
@@ -14,5 +14,4 @@
 #
 # ===---------------------------------------------------------------------------
 
-from ._gemmini_ops_gen import *
-from .._mlir_libs._gemminiDialects.gemmini import *
+from ._gemmini_ops_gen import *
\ No newline at end of file
diff --git a/midend/python/buddy_mlir/dialects/rvv.py b/midend/python/buddy_mlir/dialects/rvv.py
index 186a10ca3..dea335547 100644
--- a/midend/python/buddy_mlir/dialects/rvv.py
+++ b/midend/python/buddy_mlir/dialects/rvv.py
@@ -14,5 +14,4 @@
 #
 # ===---------------------------------------------------------------------------
 
-from ._rvv_ops_gen import *
-from .._mlir_libs._rvvDialects.rvv import *
+from ._rvv_ops_gen import *
\ No newline at end of file
diff --git a/midend/python/buddy_mlir/dialects/sche.py b/midend/python/buddy_mlir/dialects/sche.py
index ae3a4b791..a05068567 100644
--- a/midend/python/buddy_mlir/dialects/sche.py
+++ b/midend/python/buddy_mlir/dialects/sche.py
@@ -15,4 +15,3 @@
 # ===---------------------------------------------------------------------------
 
 from ._sche_ops_gen import *
-from .._mlir_libs._scheDialects.sche import *
diff --git a/midend/python/buddy_mlir/dialects/vector_exp.py b/midend/python/buddy_mlir/dialects/vector_exp.py
index 195ac7282..d448526a5 100644
--- a/midend/python/buddy_mlir/dialects/vector_exp.py
+++ b/midend/python/buddy_mlir/dialects/vector_exp.py
@@ -15,4 +15,3 @@
 # ===---------------------------------------------------------------------------
 
 from ._vector_exp_ops_gen import *
-from .._mlir_libs._vector_expDialects.vector_exp import *
diff --git a/tests/Python/test_python.py b/tests/Python/test_python.py
index e8cfd7aa2..3ff34fd03 100644
--- a/tests/Python/test_python.py
+++ b/tests/Python/test_python.py
@@ -10,7 +10,6 @@
 )
 
 with Context():
-    gemmini.register_dialect()
     mod = Module.parse("""
         %0 = arith.constant 0 : i8
         %1 = arith.constant 1 : i8