diff --git a/.make.versions b/.make.versions
index ed36fe8c8..564caa214 100644
--- a/.make.versions
+++ b/.make.versions
@@ -16,10 +16,10 @@ DPK_MAJOR_VERSION=0
 # The minor version is incremented manually when significant features have been added that are backward compatible with the previous major.minor release.
 DPK_MINOR_VERSION=2
 # The minor version is incremented AUTOMATICALLY by the release.sh script when a new release is set.
-DPK_MICRO_VERSION=2
+DPK_MICRO_VERSION=3
 # The suffix is generally always set in the main/development branch and only nulled out when creating release branches.
 # It can be manually incremented, for example, to allow publishing a new intermediate version wheel to pypi. 
-DPK_VERSION_SUFFIX=.dev2
+DPK_VERSION_SUFFIX=.dev0
 
 DPK_VERSION=$(DPK_MAJOR_VERSION).$(DPK_MINOR_VERSION).$(DPK_MICRO_VERSION)$(DPK_VERSION_SUFFIX)
 
@@ -39,7 +39,7 @@ DPK_LIB_KFP_SHARED=$(DPK_VERSION)
 KFP_DOCKER_VERSION=$(DOCKER_IMAGE_VERSION)
 KFP_DOCKER_VERSION_v2=$(DOCKER_IMAGE_VERSION)
 
-DPK_CONNECTOR_VERSION=0.2.3.dev0
+DPK_CONNECTOR_VERSION=0.2.4.dev0
 
 ################## ################## ################## ################## ################## ##################
 # Begin versions that the repo depends on. 
@@ -59,3 +59,11 @@ else
         WORKFLOW_SUPPORT_LIB=kfp_v1_workflow_support
 endif
 
+################################################################################
+# This defines the transforms' package version number as would be used
+# when publishing the wheel.  In general, only the micro version
+# number should be advanced relative to the DPK_VERSION. 
+#
+# If you change the versions numbers, be sure to run "make set-versions" to 
+# update version numbers across the transform (e.g., pyproject.toml).
+TRANSFORMS_PKG_VERSION=0.2.3.dev0
diff --git a/data-connector-lib/pyproject.toml b/data-connector-lib/pyproject.toml
index 4fcc97ed9..69e914f0c 100644
--- a/data-connector-lib/pyproject.toml
+++ b/data-connector-lib/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "data_prep_connector"
-version = "0.2.3.dev1"
+version = "0.2.4.dev0"
 requires-python = ">=3.10,<3.13"
 keywords = [
     "data",
diff --git a/data-processing-lib/pyproject.toml b/data-processing-lib/pyproject.toml
index 2e827ea82..40bf6b2a1 100644
--- a/data-processing-lib/pyproject.toml
+++ b/data-processing-lib/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "data_prep_toolkit"
-version = "0.2.2.dev2"
+version = "0.2.3.dev0"
 keywords = ["data", "data preprocessing", "data preparation", "llm", "generative", "ai", "fine-tuning", "llmapps" ]
 requires-python = ">=3.10,<3.13"
 description = "Data Preparation Toolkit Library for Ray and Python"
diff --git a/kfp/kfp_support_lib/kfp_v1_workflow_support/pyproject.toml b/kfp/kfp_support_lib/kfp_v1_workflow_support/pyproject.toml
index d7058f2ae..f09b2f32a 100644
--- a/kfp/kfp_support_lib/kfp_v1_workflow_support/pyproject.toml
+++ b/kfp/kfp_support_lib/kfp_v1_workflow_support/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "data_prep_toolkit_kfp_v1"
-version = "0.2.2.dev2"
+version = "0.2.3.dev0"
 requires-python = ">=3.10,<3.13"
 description = "Data Preparation Kit Library. KFP support"
 license = {text = "Apache-2.0"}
@@ -13,7 +13,7 @@ authors = [
 ]
 dependencies = [
     "kfp==1.8.22",
-    "data-prep-toolkit-kfp-shared==0.2.2.dev2",
+    "data-prep-toolkit-kfp-shared==0.2.3.dev0",
 ]
 
 [build-system]
diff --git a/kfp/kfp_support_lib/kfp_v2_workflow_support/pyproject.toml b/kfp/kfp_support_lib/kfp_v2_workflow_support/pyproject.toml
index 04b6bc7a2..01c5b3e17 100644
--- a/kfp/kfp_support_lib/kfp_v2_workflow_support/pyproject.toml
+++ b/kfp/kfp_support_lib/kfp_v2_workflow_support/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "data_prep_toolkit_kfp_v2"
-version = "0.2.2.dev2"
+version = "0.2.3.dev0"
 requires-python = ">=3.10,<3.13"
 description = "Data Preparation Kit Library. KFP support"
 license = {text = "Apache-2.0"}
@@ -14,7 +14,7 @@ authors = [
 dependencies = [
     "kfp==2.8.0",
     "kfp-kubernetes==1.2.0",
-    "data-prep-toolkit-kfp-shared==0.2.2.dev2",
+    "data-prep-toolkit-kfp-shared==0.2.3.dev0",
 ]
 
 [build-system]
diff --git a/kfp/kfp_support_lib/shared_workflow_support/pyproject.toml b/kfp/kfp_support_lib/shared_workflow_support/pyproject.toml
index df27ad1cf..aa7a6dd3a 100644
--- a/kfp/kfp_support_lib/shared_workflow_support/pyproject.toml
+++ b/kfp/kfp_support_lib/shared_workflow_support/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "data_prep_toolkit_kfp_shared"
-version = "0.2.2.dev2"
+version = "0.2.3.dev0"
 requires-python = ">=3.10,<3.13"
 description = "Data Preparation Kit Library. KFP support"
 license = {text = "Apache-2.0"}
@@ -14,7 +14,7 @@ authors = [
 dependencies = [
     "requests",
     "kubernetes",
-    "data-prep-toolkit[ray]==0.2.2.dev2",
+    "data-prep-toolkit[ray]==0.2.3.dev0",
 ]
 
 [build-system]
diff --git a/release-notes.md b/release-notes.md
index 15f23c542..4b7b8d553 100644
--- a/release-notes.md
+++ b/release-notes.md
@@ -1,5 +1,42 @@
 # Data Prep Kit Release notes
 
+## Release 0.2.2 - 11/25/2024
+
+### General 
+1. Update RAG example to use granite model 
+1. Updated transforms with Docling 2
+1. Added single package for dpk with extra for \[spark\] and \[ray\]
+1. Added single package for transforms with extra for \[all\] or \[individual-transform-name\]
+
+
+### data-prep-toolkit libraries (python, ray, spark) 
+
+1. Fix metadata logging even when actors crash 
+1. Add multilock for ray workers downloads/cleanup
+1. Multiple updates to spark runtime
+1. Added support for python 3.12
+1. refactoring of data access code
+
+
+### KFP Workloads 
+
+1. Modify superpipeline params type Str/json
+1. Set kuberay apiserver version 
+1. Add Super pipeline for code transforms
+
+
+### Transforms
+
+1. Enhance pdf2parquet with docling2 support for extracting HTML, DOCS, etc.
+1. Added web2parquet transform
+1. Added HAP transform
+
+### HTTP Connector 0.2.3
+
+1. Enhanced parameter/configuration allows the user to customize crawler settings 
+1. implement subdomain focus feature in data-prep-connector 
+
+
 ## Release 0.2.2- HTTP Connector Module - 10/23/2024
 
 ### General 
diff --git a/transforms/code/code2parquet/python/pyproject.toml b/transforms/code/code2parquet/python/pyproject.toml
index 5e6f41bb2..be84b2f20 100644
--- a/transforms/code/code2parquet/python/pyproject.toml
+++ b/transforms/code/code2parquet/python/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "dpk_code2parquet_transform_python"
-version = "0.2.2.dev2"
+version = "0.2.3.dev0"
 requires-python = ">=3.10,<3.13"
 description = "code2parquet Python Transform"
 license = {text = "Apache-2.0"}
diff --git a/transforms/code/code2parquet/python/requirements.txt b/transforms/code/code2parquet/python/requirements.txt
index bbb84b749..cec7f9c5f 100644
--- a/transforms/code/code2parquet/python/requirements.txt
+++ b/transforms/code/code2parquet/python/requirements.txt
@@ -1,3 +1,3 @@
-data-prep-toolkit==0.2.2.dev2
+data-prep-toolkit==0.2.3.dev0
 parameterized
 pandas
diff --git a/transforms/code/code2parquet/ray/pyproject.toml b/transforms/code/code2parquet/ray/pyproject.toml
index 15a4be4c1..d56fed1e8 100644
--- a/transforms/code/code2parquet/ray/pyproject.toml
+++ b/transforms/code/code2parquet/ray/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "dpk_code2parquet_transform_ray"
-version = "0.2.2.dev2"
+version = "0.2.3.dev0"
 requires-python = ">=3.10,<3.13"
 description = "code2parquet Ray Transform"
 license = {text = "Apache-2.0"}
@@ -10,8 +10,8 @@ authors = [
     { name = "Boris Lublinsky", email = "blublinsky@ibm.com" },
 ]
 dependencies = [
-    "data-prep-toolkit[ray]==0.2.2.dev2",
-    "dpk-code2parquet-transform-python==0.2.2.dev2",
+    "data-prep-toolkit[ray]==0.2.3.dev0",
+    "dpk-code2parquet-transform-python==0.2.3.dev0",
     "parameterized",
     "pandas",
 ]
diff --git a/transforms/code/code_profiler/python/pyproject.toml b/transforms/code/code_profiler/python/pyproject.toml
index 492603d54..334c86fed 100644
--- a/transforms/code/code_profiler/python/pyproject.toml
+++ b/transforms/code/code_profiler/python/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "dpk_code_profiler_transform_python"
-version = "0.2.2.dev2"
+version = "0.2.3.dev0"
 requires-python = ">=3.10,<3.13"
 description = "Code Profiler Python Transform"
 license = {text = "Apache-2.0"}
diff --git a/transforms/code/code_profiler/python/requirements.txt b/transforms/code/code_profiler/python/requirements.txt
index 8608c6d6e..27706b467 100644
--- a/transforms/code/code_profiler/python/requirements.txt
+++ b/transforms/code/code_profiler/python/requirements.txt
@@ -1,4 +1,4 @@
-data-prep-toolkit==0.2.2.dev2
+data-prep-toolkit==0.2.3.dev0
 parameterized
 pandas
 aiolimiter==1.1.0
diff --git a/transforms/code/code_profiler/ray/pyproject.toml b/transforms/code/code_profiler/ray/pyproject.toml
index 933152e3f..9b760c1c3 100644
--- a/transforms/code/code_profiler/ray/pyproject.toml
+++ b/transforms/code/code_profiler/ray/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "dpk_code_profiler_transform_ray"
-version = "0.2.2.dev2"
+version = "0.2.3.dev0"
 requires-python = ">=3.10,<3.13"
 description = "Code Profiler Ray Transform"
 license = {text = "Apache-2.0"}
@@ -9,8 +9,8 @@ authors = [
     { name = "Pankaj Thorat", email = "pankaj.thorat@ibm.com" },
 ]
 dependencies = [
-	"dpk-code-profiler-transform-python==0.2.2.dev2",
-    "data-prep-toolkit[ray]==0.2.2.dev2",
+	"dpk-code-profiler-transform-python==0.2.3.dev0",
+    "data-prep-toolkit[ray]==0.2.3.dev0",
 	]
 
 [build-system]
diff --git a/transforms/code/code_quality/python/pyproject.toml b/transforms/code/code_quality/python/pyproject.toml
index 5f201c8ae..17cbce67d 100644
--- a/transforms/code/code_quality/python/pyproject.toml
+++ b/transforms/code/code_quality/python/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "dpk_code_quality_transform_python"
-version = "0.2.2.dev2"
+version = "0.2.3.dev0"
 requires-python = ">=3.10,<3.13"
 description = "Code Quality Python Transform"
 license = {text = "Apache-2.0"}
diff --git a/transforms/code/code_quality/python/requirements.txt b/transforms/code/code_quality/python/requirements.txt
index 0bd936ef2..ef627d39f 100644
--- a/transforms/code/code_quality/python/requirements.txt
+++ b/transforms/code/code_quality/python/requirements.txt
@@ -1,3 +1,3 @@
-data-prep-toolkit==0.2.2.dev2
+data-prep-toolkit==0.2.3.dev0
 bs4==0.0.2
 transformers==4.38.2
diff --git a/transforms/code/code_quality/ray/pyproject.toml b/transforms/code/code_quality/ray/pyproject.toml
index 290429f95..eceee32ed 100644
--- a/transforms/code/code_quality/ray/pyproject.toml
+++ b/transforms/code/code_quality/ray/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "dpk_code_quality_transform_ray"
-version = "0.2.2.dev2"
+version = "0.2.3.dev0"
 requires-python = ">=3.10,<3.13"
 description = "Code Quality Ray Transform"
 license = {text = "Apache-2.0"}
@@ -9,8 +9,8 @@ authors = [
     { name = "Shivdeep Singh", email = "shivdeep.singh@ibm.com" },
 ]
 dependencies = [
-    "dpk-code-quality-transform-python==0.2.2.dev2",
-    "data-prep-toolkit[ray]==0.2.2.dev2",
+    "dpk-code-quality-transform-python==0.2.3.dev0",
+    "data-prep-toolkit[ray]==0.2.3.dev0",
 ]
 
 [build-system]
diff --git a/transforms/code/header_cleanser/python/pyproject.toml b/transforms/code/header_cleanser/python/pyproject.toml
index ecaf4d7bb..3703ec55f 100644
--- a/transforms/code/header_cleanser/python/pyproject.toml
+++ b/transforms/code/header_cleanser/python/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "dpk_header_cleanser_transform_python"
-version = "0.2.2.dev2"
+version = "0.2.3.dev0"
 requires-python = ">=3.10,<3.13"
 description = "License and Copyright Removal Transform for Python"
 license = {text = "Apache-2.0"}
diff --git a/transforms/code/header_cleanser/python/requirements.txt b/transforms/code/header_cleanser/python/requirements.txt
index c2d0d8793..915a462dc 100644
--- a/transforms/code/header_cleanser/python/requirements.txt
+++ b/transforms/code/header_cleanser/python/requirements.txt
@@ -1,3 +1,3 @@
-data-prep-toolkit==0.2.2.dev2
+data-prep-toolkit==0.2.3.dev0
 scancode-toolkit==32.1.0 ; platform_system != 'Darwin'
 
diff --git a/transforms/code/header_cleanser/ray/pyproject.toml b/transforms/code/header_cleanser/ray/pyproject.toml
index adff71cfc..5fb1bcf26 100644
--- a/transforms/code/header_cleanser/ray/pyproject.toml
+++ b/transforms/code/header_cleanser/ray/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "dpk_header_cleanser_transform_ray"
-version = "0.2.2.dev2"
+version = "0.2.3.dev0"
 requires-python = ">=3.10,<3.13"
 description = "License and copyright removal Transform for Ray"
 license = {text = "Apache-2.0"}
@@ -9,8 +9,8 @@ authors = [
     { name = "Yash kalathiya", email = "yashkalathiya164@gmail.com" },
 ]
 dependencies = [
-    "dpk-header-cleanser-transform-python==0.2.2.dev2",
-    "data-prep-toolkit[ray]==0.2.2.dev2",
+    "dpk-header-cleanser-transform-python==0.2.3.dev0",
+    "data-prep-toolkit[ray]==0.2.3.dev0",
     "scancode-toolkit==32.1.0",
 ]
 
diff --git a/transforms/code/license_select/python/pyproject.toml b/transforms/code/license_select/python/pyproject.toml
index 30f2f001e..3345d3a5a 100644
--- a/transforms/code/license_select/python/pyproject.toml
+++ b/transforms/code/license_select/python/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "dpk_license_select_transform_python"
-version = "0.2.2.dev2"
+version = "0.2.3.dev0"
 requires-python = ">=3.10,<3.13"
 description = "License Select Python Transform"
 license = {text = "Apache-2.0"}
diff --git a/transforms/code/license_select/python/requirements.txt b/transforms/code/license_select/python/requirements.txt
index 368287e5d..2f67f6a80 100644
--- a/transforms/code/license_select/python/requirements.txt
+++ b/transforms/code/license_select/python/requirements.txt
@@ -1 +1 @@
-data-prep-toolkit==0.2.2.dev2
\ No newline at end of file
+data-prep-toolkit==0.2.3.dev0
\ No newline at end of file
diff --git a/transforms/code/license_select/ray/pyproject.toml b/transforms/code/license_select/ray/pyproject.toml
index 815121787..ce5979d62 100644
--- a/transforms/code/license_select/ray/pyproject.toml
+++ b/transforms/code/license_select/ray/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "dpk_license_select_transform_ray"
-version = "0.2.2.dev2"
+version = "0.2.3.dev0"
 requires-python = ">=3.10,<3.13"
 description = "License Select Transform"
 license = {text = "Apache-2.0"}
@@ -10,8 +10,8 @@ authors = [
     { name = "Mark Lewis", email = "mark_lewis@uk.ibm.com" },
 ]
 dependencies = [
-    "dpk-license-select-transform-python==0.2.2.dev2",
-    "data-prep-toolkit[ray]==0.2.2.dev2",
+    "dpk-license-select-transform-python==0.2.3.dev0",
+    "data-prep-toolkit[ray]==0.2.3.dev0",
 ]
 
 [build-system]
diff --git a/transforms/code/malware/python/pyproject.toml b/transforms/code/malware/python/pyproject.toml
index 22d92fd8c..a1bc05ab4 100644
--- a/transforms/code/malware/python/pyproject.toml
+++ b/transforms/code/malware/python/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "dpk_malware_transform_python"
-version = "0.2.2.dev2"
+version = "0.2.3.dev0"
 requires-python = ">=3.10,<3.13"
 description = "Malware Python Transform"
 license = {text = "Apache-2.0"}
@@ -9,7 +9,7 @@ authors = [
     { name = "Takuya Goto", email = "tkyg@jp.ibm.com" },
 ]
 dependencies = [
-    "data-prep-toolkit==0.2.2.dev2",
+    "data-prep-toolkit==0.2.3.dev0",
     "clamd==1.0.2",
 ]
 
diff --git a/transforms/code/malware/ray/pyproject.toml b/transforms/code/malware/ray/pyproject.toml
index 791b8d253..659ee62ef 100644
--- a/transforms/code/malware/ray/pyproject.toml
+++ b/transforms/code/malware/ray/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "dpk_malware_transform_ray"
-version = "0.2.2.dev2"
+version = "0.2.3.dev0"
 requires-python = ">=3.10,<3.13"
 description = "Malware Ray Transform"
 license = {text = "Apache-2.0"}
@@ -9,8 +9,8 @@ authors = [
     { name = "Takuya Goto", email = "tkyg@jp.ibm.com" },
 ]
 dependencies = [
-    "dpk-malware-transform-python==0.2.2.dev2",
-    "data-prep-toolkit[ray]==0.2.2.dev2",
+    "dpk-malware-transform-python==0.2.3.dev0",
+    "data-prep-toolkit[ray]==0.2.3.dev0",
 ]
 
 [build-system]
diff --git a/transforms/code/proglang_select/python/pyproject.toml b/transforms/code/proglang_select/python/pyproject.toml
index 186198d83..e5736a9c7 100644
--- a/transforms/code/proglang_select/python/pyproject.toml
+++ b/transforms/code/proglang_select/python/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "dpk_proglang_select_transform_python"
-version = "0.2.2.dev2"
+version = "0.2.3.dev0"
 requires-python = ">=3.10,<3.13"
 description = "Programming Language Selection Python Transform"
 license = {text = "Apache-2.0"}
diff --git a/transforms/code/proglang_select/python/requirements.txt b/transforms/code/proglang_select/python/requirements.txt
index 368287e5d..2f67f6a80 100644
--- a/transforms/code/proglang_select/python/requirements.txt
+++ b/transforms/code/proglang_select/python/requirements.txt
@@ -1 +1 @@
-data-prep-toolkit==0.2.2.dev2
\ No newline at end of file
+data-prep-toolkit==0.2.3.dev0
\ No newline at end of file
diff --git a/transforms/code/proglang_select/ray/pyproject.toml b/transforms/code/proglang_select/ray/pyproject.toml
index bf3e5f9f4..d8288d189 100644
--- a/transforms/code/proglang_select/ray/pyproject.toml
+++ b/transforms/code/proglang_select/ray/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "dpk_proglang_select_transform_ray"
-version = "0.2.2.dev2"
+version = "0.2.3.dev0"
 requires-python = ">=3.10,<3.13"
 description = "Programming Language Selection Ray Transform"
 license = {text = "Apache-2.0"}
@@ -9,8 +9,8 @@ authors = [
     { name = "Shivdeep Singh", email = "shivdeep.singh@ibm.com" },
 ]
 dependencies = [
-    "dpk-proglang-select-transform-python==0.2.2.dev2",
-    "data-prep-toolkit[ray]==0.2.2.dev2",
+    "dpk-proglang-select-transform-python==0.2.3.dev0",
+    "data-prep-toolkit[ray]==0.2.3.dev0",
 ]
 
 [build-system]
diff --git a/transforms/code/repo_level_ordering/ray/pyproject.toml b/transforms/code/repo_level_ordering/ray/pyproject.toml
index 80440a362..9581c8941 100644
--- a/transforms/code/repo_level_ordering/ray/pyproject.toml
+++ b/transforms/code/repo_level_ordering/ray/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "dpk_repo_level_order_transform_ray"
-version = "0.2.2.dev2"
+version = "0.2.3.dev0"
 requires-python = ">=3.10,<3.13"
 description = "repo_level_order Ray Transform"
 license = {text = "Apache-2.0"}
@@ -11,7 +11,7 @@ authors = [
     { name = "Shanmukha Guttula", email = "shagutt1@in.ibm.com" },
 ]
 dependencies = [
-    "data-prep-toolkit[ray]==0.2.2.dev2",
+    "data-prep-toolkit[ray]==0.2.3.dev0",
     "networkx==3.3",
     "colorlog==6.8.2",
     "func-timeout==4.3.5",
diff --git a/transforms/language/doc_chunk/python/requirements.txt b/transforms/language/doc_chunk/python/requirements.txt
index c24d0c3e2..207ab9249 100644
--- a/transforms/language/doc_chunk/python/requirements.txt
+++ b/transforms/language/doc_chunk/python/requirements.txt
@@ -1,4 +1,4 @@
-data-prep-toolkit==0.2.2.dev2
+data-prep-toolkit==0.2.3.dev0
 docling-core==2.3.0
 pydantic>=2.0.0,<2.10.0 
 llama-index-core>=0.11.22,<0.12.0
diff --git a/transforms/language/doc_chunk/ray/pyproject.toml b/transforms/language/doc_chunk/ray/pyproject.toml
index 29b594fac..4fb356038 100644
--- a/transforms/language/doc_chunk/ray/pyproject.toml
+++ b/transforms/language/doc_chunk/ray/pyproject.toml
@@ -12,7 +12,7 @@ authors = [
 ]
 dependencies = [
     "dpk-doc-chunk-transform-python==0.3.0",
-    "data-prep-toolkit[ray]==0.2.2.dev2",
+    "data-prep-toolkit[ray]==0.2.3.dev0",
 ]
 
 [build-system]
diff --git a/transforms/language/doc_quality/python/pyproject.toml b/transforms/language/doc_quality/python/pyproject.toml
index 72406e945..23538b8c7 100644
--- a/transforms/language/doc_quality/python/pyproject.toml
+++ b/transforms/language/doc_quality/python/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "dpk_doc_quality_transform_python"
-version = "0.2.2.dev2"
+version = "0.2.3.dev0"
 requires-python = ">=3.10,<3.13"
 description = "Document Quality Python Transform"
 license = {text = "Apache-2.0"}
diff --git a/transforms/language/doc_quality/python/requirements.txt b/transforms/language/doc_quality/python/requirements.txt
index 2993d6b12..4aa2d8111 100644
--- a/transforms/language/doc_quality/python/requirements.txt
+++ b/transforms/language/doc_quality/python/requirements.txt
@@ -1,2 +1,2 @@
 
-data-prep-toolkit==0.2.2.dev2
+data-prep-toolkit==0.2.3.dev0
diff --git a/transforms/language/doc_quality/ray/pyproject.toml b/transforms/language/doc_quality/ray/pyproject.toml
index dc13d5f94..ec56ac2c7 100644
--- a/transforms/language/doc_quality/ray/pyproject.toml
+++ b/transforms/language/doc_quality/ray/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "dpk_doc_quality_transform_ray"
-version = "0.2.2.dev2"
+version = "0.2.3.dev0"
 requires-python = ">=3.10,<3.13"
 description = "Document Quality Ray Transform"
 license = {text = "Apache-2.0"}
@@ -9,8 +9,8 @@ authors = [
     { name = "Daiki Tsuzuku", email = "dtsuzuku@jp.ibm.com" }
 ]
 dependencies = [
-    "dpk-doc_quality-transform-python==0.2.2.dev2",
-    "data-prep-toolkit[ray]==0.2.2.dev2",
+    "dpk-doc_quality-transform-python==0.2.3.dev0",
+    "data-prep-toolkit[ray]==0.2.3.dev0",
 ]
 
 [build-system]
diff --git a/transforms/language/html2parquet/notebooks/html2parquet.ipynb b/transforms/language/html2parquet/notebooks/html2parquet.ipynb
new file mode 100644
index 000000000..669a4d30d
--- /dev/null
+++ b/transforms/language/html2parquet/notebooks/html2parquet.ipynb
@@ -0,0 +1,235 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "id": "8435e1f7-0c2e-49f4-a77a-b525ee6c532b",
+   "metadata": {},
+   "source": [
+    "# Html2Parquet Transform Sample Notebook"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "d9420989-ec8a-4fde-9a93-dc25096389f1",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "%%capture\n",
+    "!pip install data-prep-toolkit==0.2.2.dev2\n",
+    "!pip install 'data-prep-toolkit-transforms[html2parquet]==0.2.2.dev2'\n",
+    "!pip install pandas"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "id": "20663a67-5aa1-4b61-b989-94201613e41f",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from data_processing.runtime.pure_python import PythonTransformLauncher\n",
+    "from data_processing.utils import ParamsUtils\n",
+    "\n",
+    "from html2parquet_transform_python import Html2ParquetPythonTransformConfiguration\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "6d85491b-0093-46e7-8653-ca8052ea59f0",
+   "metadata": {},
+   "source": [
+    "## Specify input/output folders and parameters"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "id": "e75f6922-eb0f-4164-a536-f96393e04604",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import ast\n",
+    "\n",
+    "# create parameters\n",
+    "local_conf = {\n",
+    "    \"input_folder\": \"/path/to/your/input/folder\", # For the sample input files, refer to the 'python/test-data/input' folder\n",
+    "    \"output_folder\": \"/path/to/your/output/folder\",\n",
+    "}\n",
+    "\n",
+    "params = {\n",
+    "    # Data access. Only required parameters are specified\n",
+    "    \"data_local_config\": ParamsUtils.convert_to_ast(local_conf),\n",
+    "    \"data_files_to_use\": ast.literal_eval(\"['.zip', '.html']\"),\n",
+    "}\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "0dcd1249-1eb8-4b33-9827-626f90c840b4",
+   "metadata": {},
+   "source": [
+    "## Invoke the html2parquet transformation"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "id": "4d2354db-1bb3-4a71-98df-f0f148af3a02",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "17:09:40 INFO - html2parquet parameters are : {'output_format': <html2parquet_output_format.MARKDOWN: 'markdown'>, 'favor_precision': <html2parquet_favor_precision.TRUE: 'True'>, 'favor_recall': <html2parquet_favor_recall.TRUE: 'True'>}\n",
+      "17:09:40 INFO - pipeline id pipeline_id\n",
+      "17:09:40 INFO - code location None\n",
+      "17:09:40 INFO - data factory data_ is using local data access: input_folder - input output_folder - output\n",
+      "17:09:40 INFO - data factory data_ max_files -1, n_sample -1\n",
+      "17:09:40 INFO - data factory data_ Not using data sets, checkpointing False, max files -1, random samples -1, files to use ['.html'], files to checkpoint ['.parquet']\n",
+      "17:09:40 INFO - orchestrator html2parquet started at 2024-11-13 17:09:40\n",
+      "17:09:40 INFO - Number of files is 1, source profile {'max_file_size': 0.2035503387451172, 'min_file_size': 0.2035503387451172, 'total_file_size': 0.2035503387451172}\n",
+      "17:09:47 INFO - Completed 1 files (100.0%) in 0.111 min\n",
+      "17:09:47 INFO - Done processing 1 files, waiting for flush() completion.\n",
+      "17:09:47 INFO - done flushing in 0.0 sec\n",
+      "17:09:47 INFO - Completed execution in 0.111 min, execution result 0\n"
+     ]
+    }
+   ],
+   "source": [
+    "import sys\n",
+    "sys.argv = ParamsUtils.dict_to_req(d=(params))\n",
+    "# create launcher\n",
+    "launcher = PythonTransformLauncher(Html2ParquetPythonTransformConfiguration())\n",
+    "# launch\n",
+    "return_code = launcher.launch()\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "3c66468d-703f-427f-a1dd-a758edd334de",
+   "metadata": {},
+   "source": [
+    "## Checking the output Parquet file"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "id": "e2bee8da-c566-4e45-bca1-354dfd04b0df",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>title</th>\n",
+       "      <th>document</th>\n",
+       "      <th>contents</th>\n",
+       "      <th>document_id</th>\n",
+       "      <th>size</th>\n",
+       "      <th>date_acquired</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>ai-alliance-index.html</td>\n",
+       "      <td>ai-alliance-index.html</td>\n",
+       "      <td>![](https://images.prismic.io/ai-alliance/Ztf3...</td>\n",
+       "      <td>f86b8cebe07ec9f43a351bb4dc897f162f5a88cbb0f121...</td>\n",
+       "      <td>394</td>\n",
+       "      <td>2024-11-13T17:09:40.947095</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "                    title                document  \\\n",
+       "0  ai-alliance-index.html  ai-alliance-index.html   \n",
+       "\n",
+       "                                            contents  \\\n",
+       "0  ![](https://images.prismic.io/ai-alliance/Ztf3...   \n",
+       "\n",
+       "                                         document_id  size  \\\n",
+       "0  f86b8cebe07ec9f43a351bb4dc897f162f5a88cbb0f121...   394   \n",
+       "\n",
+       "                date_acquired  \n",
+       "0  2024-11-13T17:09:40.947095  "
+      ]
+     },
+     "execution_count": 5,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "import pyarrow.parquet as pq\n",
+    "import pandas as pd\n",
+    "table = pq.read_table('/path/to/your/output/folder/sample.parquet')\n",
+    "table.to_pandas()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "id": "cde6e37d-c437-490f-8e01-f4f51a123484",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "'![](https://images.prismic.io/ai-alliance/Ztf3gLzzk9ZrW8v8_caliopensourceslide.jpg?auto=format%2Ccompress&fit=max&w=3840)\\n\\n## Open Source AI Demo Night\\n\\nThe AI Alliance, in collaboration with Cerebral Valley and Ollama, hosted Open Source AI Demo Night in San Francisco, bringing together more than 200+ developers and innovators to showcase and celebrate the latest advances in open-source AI.'"
+      ]
+     },
+     "execution_count": 6,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "table.to_pandas()['contents'][0]"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3 (ipykernel)",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.11.9"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/transforms/language/html2parquet/python/README.md b/transforms/language/html2parquet/python/README.md
index 0d25553e1..35e781007 100644
--- a/transforms/language/html2parquet/python/README.md
+++ b/transforms/language/html2parquet/python/README.md
@@ -1,25 +1,52 @@
-# html2parquet Transform 
+# HTML to Parquet Transform
 
-This tranforms iterate through zip of HTML files or single HTML files and generates parquet files containing the converted document in string.
+---
 
-The HTML conversion is using the [Trafilatura](https://trafilatura.readthedocs.io/en/latest/usage-python.html).
+## Description
 
-## Output format
+This transform iterates through zipped collections of HTML files or single HTML files and generates Parquet files containing the extracted content, leveraging the [Trafilatura library](https://trafilatura.readthedocs.io/en/latest/usage-python.html) for extraction of text, tables, images, and other components.
 
-The output format will contain the following colums
+---
+
+## Contributors
+
+- Sungeun An (sungeun.an@ibm.com)
+- Syed Zawad (szawad@ibm.com)
+
+---
+
+## Date
+
+**Last updated:** 10/16/24  
+**Update details:** Enhanced table and image extraction features by adding the corresponding Trafilatura parameters.
+
+---
+
+## Input and Output
+
+### Input
+- Accepted Formats: Single HTML files or zipped collections of HTML files.  
+- Sample Input Files: [sample html files](test-data/input) 
+
+### Output
+- Format: Parquet files with the following structure:
 
 ```jsonc
 {
-	"title": "string",             // the member filename
-	"document": "string",          // the base of the source archive
-	"contents": "string",          // the content of the HTML
+    "title": "string",             // the member filename
+    "document": "string",          // the base of the source archive
+    "contents": "string",          // the content of the HTML
     "document_id": "string",      // the document id, a hash of `contents`
     "size": "string",             // the size of `contents`
     "date_acquired": "date",      // the date when the transform was executing
 }
 ```
+
+
 ## Parameters
 
+### User-Configurable Parameters
+
 The table below provides the parameters that users can adjust to control the behavior of the extraction:
 
 | Parameter         | Default    | Description                                                                 |
@@ -28,6 +55,8 @@ The table below provides the parameters that users can adjust to control the beh
 | `favor_precision`  | `True`     | Prefers less content but more accurate extraction. Options: `True`, `False`. |
 | `favor_recall`     | `True`     | Extracts more content when uncertain. Options: `True`, `False`.              |
 
+### Default Parameters
+
 The table below provides the parameters that are enabled by default to ensure a comprehensive extraction process:
 
 | Parameter           | Default   | Description                                                                 |
@@ -43,6 +72,7 @@ The table below provides the parameters that are enabled by default to ensure a
 - To prioritize extracting more content over accuracy, set `favor_recall=True` and `favor_precision=False`.
 - When invoking the CLI, use the following syntax for these parameters: `--html2parquet_<parameter_name>`. For example: `--html2parquet_output_format='markdown'`.
 
+
 ## Example
 
 ### Sample HTML 
@@ -155,3 +185,27 @@ Chicago |
 ## Contact Us
 ```
 
+## Usage
+
+### Command-Line Interface (CLI)
+
+Run the transform with the following command:
+
+```
+python ../html2parquet/python/src/html2parquet_transform_python.py \
+  --data_local_config "{'input_folder': '../html2parquet/python/test-data/input', 'output_folder': '../html2parquet/python/test-data/expected'}" \
+  --data_files_to_use '[".html", ".zip"]'
+```
+
+- When invoking the CLI, use the following syntax for these parameters: `--html2parquet_<parameter_name>`. For example: `--html2parquet_output_format='markdown'`.
+
+
+### Sample Notebook
+
+See the [sample notebook](../notebooks/html2parquet.ipynb)
+) for an example.
+
+
+## Further Resources
+
+- [Trafilatura](https://trafilatura.readthedocs.io/en/latest/usage-python.html).
diff --git a/transforms/language/html2parquet/python/pyproject.toml b/transforms/language/html2parquet/python/pyproject.toml
index dfd0c3928..3a7a6efbc 100644
--- a/transforms/language/html2parquet/python/pyproject.toml
+++ b/transforms/language/html2parquet/python/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "dpk_html2parquet_transform_python"
-version = "0.2.2.dev2"
+version = "0.2.3.dev0"
 requires-python = ">=3.10,<3.13"
 description = "HTML2PARQUET Python Transform"
 license = {text = "Apache-2.0"}
diff --git a/transforms/language/html2parquet/python/requirements.txt b/transforms/language/html2parquet/python/requirements.txt
index af6ffe1e5..f21e65774 100644
--- a/transforms/language/html2parquet/python/requirements.txt
+++ b/transforms/language/html2parquet/python/requirements.txt
@@ -1,2 +1,2 @@
-data-prep-toolkit==0.2.2.dev2
+data-prep-toolkit==0.2.3.dev0
 trafilatura==1.12.0
diff --git a/transforms/language/html2parquet/ray/pyproject.toml b/transforms/language/html2parquet/ray/pyproject.toml
index 873883e49..5e888748c 100644
--- a/transforms/language/html2parquet/ray/pyproject.toml
+++ b/transforms/language/html2parquet/ray/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "dpk_html2parquet_transform_ray"
-version = "0.2.2.dev2"
+version = "0.2.3.dev0"
 requires-python = ">=3.10,<3.13"
 description = "HTML2PARQUET Python Transform"
 license = {text = "Apache-2.0"}
diff --git a/transforms/language/html2parquet/ray/requirements.txt b/transforms/language/html2parquet/ray/requirements.txt
index 151d05a3e..9aa193432 100644
--- a/transforms/language/html2parquet/ray/requirements.txt
+++ b/transforms/language/html2parquet/ray/requirements.txt
@@ -1,3 +1,3 @@
-dpk-html2parquet-transform-python==0.2.2.dev2
-data-prep-toolkit[ray]==0.2.2.dev2
+dpk-html2parquet-transform-python==0.2.3.dev0
+data-prep-toolkit[ray]==0.2.3.dev0
 trafilatura==1.12.0
\ No newline at end of file
diff --git a/transforms/language/lang_id/python/pyproject.toml b/transforms/language/lang_id/python/pyproject.toml
index c5de6826a..a69724a2d 100644
--- a/transforms/language/lang_id/python/pyproject.toml
+++ b/transforms/language/lang_id/python/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "dpk_lang_id_transform_python"
-version = "0.2.2.dev2"
+version = "0.2.3.dev0"
 requires-python = ">=3.10,<3.13"
 description = "Language Identification Python Transform"
 license = {text = "Apache-2.0"}
diff --git a/transforms/language/lang_id/python/requirements.txt b/transforms/language/lang_id/python/requirements.txt
index a405f7afc..06bec1ab9 100644
--- a/transforms/language/lang_id/python/requirements.txt
+++ b/transforms/language/lang_id/python/requirements.txt
@@ -1,4 +1,4 @@
-data-prep-toolkit==0.2.2.dev2
+data-prep-toolkit==0.2.3.dev0
 fasttext==0.9.2
 langcodes==3.3.0
 huggingface-hub >= 0.21.4, <1.0.0
diff --git a/transforms/language/lang_id/ray/pyproject.toml b/transforms/language/lang_id/ray/pyproject.toml
index ac45a167e..dba929905 100644
--- a/transforms/language/lang_id/ray/pyproject.toml
+++ b/transforms/language/lang_id/ray/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "dpk_lang_id_transform_ray"
-version = "0.2.2.dev2"
+version = "0.2.3.dev0"
 requires-python = ">=3.10,<3.13"
 description = "Language Identification Ray Transform"
 license = {text = "Apache-2.0"}
@@ -9,8 +9,8 @@ authors = [
     { name = "Daiki Tsuzuku", email = "dtsuzuku@jp.ibm.com" }
 ]
 dependencies = [
-    "dpk-lang_id-transform-python==0.2.2.dev2",
-    "data-prep-toolkit[ray]==0.2.2.dev2",
+    "dpk-lang_id-transform-python==0.2.3.dev0",
+    "data-prep-toolkit[ray]==0.2.3.dev0",
 ]
 
 [build-system]
diff --git a/transforms/language/pdf2parquet/python/requirements.txt b/transforms/language/pdf2parquet/python/requirements.txt
index 2912af252..310909164 100644
--- a/transforms/language/pdf2parquet/python/requirements.txt
+++ b/transforms/language/pdf2parquet/python/requirements.txt
@@ -1,4 +1,4 @@
-data-prep-toolkit==0.2.2.dev2
+data-prep-toolkit==0.2.3.dev0
 docling-core==2.3.0
 docling-ibm-models==2.0.3
 deepsearch-glm==0.26.1
diff --git a/transforms/language/pdf2parquet/ray/requirements.txt b/transforms/language/pdf2parquet/ray/requirements.txt
index 2b414c59e..34831cde8 100644
--- a/transforms/language/pdf2parquet/ray/requirements.txt
+++ b/transforms/language/pdf2parquet/ray/requirements.txt
@@ -1,5 +1,5 @@
 dpk-pdf2parquet-transform-python==0.3.0
-data-prep-toolkit[ray]==0.2.2.dev2
+data-prep-toolkit[ray]==0.2.3.dev0
 # docling-core==1.7.2
 # docling-ibm-models==2.0.0
 # deepsearch-glm==0.22.0
diff --git a/transforms/language/pii_redactor/python/requirements.txt b/transforms/language/pii_redactor/python/requirements.txt
index 958210865..0abcc1d96 100644
--- a/transforms/language/pii_redactor/python/requirements.txt
+++ b/transforms/language/pii_redactor/python/requirements.txt
@@ -1,4 +1,4 @@
-data-prep-toolkit==0.2.2.dev2
+data-prep-toolkit==0.2.3.dev0
 presidio-analyzer>=2.2.355
 presidio-anonymizer>=2.2.355
 flair>=0.14.0
diff --git a/transforms/language/pii_redactor/ray/pyproject.toml b/transforms/language/pii_redactor/ray/pyproject.toml
index b96f16615..4549851d0 100644
--- a/transforms/language/pii_redactor/ray/pyproject.toml
+++ b/transforms/language/pii_redactor/ray/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "dpk_pii_redactor_transform_ray"
-version = "0.2.2.dev2"
+version = "0.2.3.dev0"
 requires-python = ">=3.10,<3.13"
 description = "PII Redactor Ray Transform"
 license = {text = "Apache-2.0"}
@@ -10,8 +10,8 @@ authors = [
     { name = "Boris Lublinsky", email = "blublinsky@ibm.com" },
 ]
 dependencies = [
-    "dpk_pii_redactor_transform_python==0.2.2.dev2",
-    "data-prep-toolkit[ray]==0.2.2.dev2",
+    "dpk_pii_redactor_transform_python==0.2.3.dev0",
+    "data-prep-toolkit[ray]==0.2.3.dev0",
     "presidio-analyzer>=2.2.355",
     "presidio-anonymizer>=2.2.355",
     "flair>=0.14.0",
diff --git a/transforms/language/text_encoder/python/pyproject.toml b/transforms/language/text_encoder/python/pyproject.toml
index 87dad3c1c..dc15beb6e 100644
--- a/transforms/language/text_encoder/python/pyproject.toml
+++ b/transforms/language/text_encoder/python/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "dpk_text_encoder_transform_python"
-version = "0.2.2.dev2"
+version = "0.2.3.dev0"
 requires-python = ">=3.10,<3.13"
 description = "Text Encoder Python Transform"
 license = {text = "Apache-2.0"}
diff --git a/transforms/language/text_encoder/python/requirements.txt b/transforms/language/text_encoder/python/requirements.txt
index 2eb79e69b..3ac880bba 100644
--- a/transforms/language/text_encoder/python/requirements.txt
+++ b/transforms/language/text_encoder/python/requirements.txt
@@ -1,2 +1,2 @@
-data-prep-toolkit==0.2.2.dev2
+data-prep-toolkit==0.2.3.dev0
 sentence-transformers==3.0.1
diff --git a/transforms/language/text_encoder/ray/pyproject.toml b/transforms/language/text_encoder/ray/pyproject.toml
index ef08f697a..f1b2c09d5 100644
--- a/transforms/language/text_encoder/ray/pyproject.toml
+++ b/transforms/language/text_encoder/ray/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "dpk_text_encoder_transform_ray"
-version = "0.2.2.dev2"
+version = "0.2.3.dev0"
 requires-python = ">=3.10,<3.13"
 description = "Text Encoder Ray Transform"
 license = {text = "Apache-2.0"}
@@ -11,8 +11,8 @@ authors = [
     { name = "Peter Staar", email = "taa@zurich.ibm.com" },
 ]
 dependencies = [
-    "dpk-text_encoder-transform-python==0.2.2.dev2",
-    "data-prep-toolkit[ray]==0.2.2.dev2",
+    "dpk-text_encoder-transform-python==0.2.3.dev0",
+    "data-prep-toolkit[ray]==0.2.3.dev0",
 ]
 
 [build-system]
diff --git a/transforms/pyproject.toml b/transforms/pyproject.toml
index badb8bbd9..eb25124c6 100644
--- a/transforms/pyproject.toml
+++ b/transforms/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "data_prep_toolkit_transforms"
-version = "0.2.2.dev4"
+version = "0.2.3.dev0"
 requires-python = ">=3.10,<3.13"
 keywords = ["transforms", "data preprocessing", "data preparation", "llm", "generative", "ai", "fine-tuning", "llmapps" ]
 description = "Data Preparation Toolkit Transforms using Ray"
@@ -85,6 +85,9 @@ web2parquet = { file = ["universal/web2parquet/requirements.txt"]}
 #[tool.setuptools.package-data]
 #"*" = ["*.txt"]
 
+#[tool.setuptools.packages.find]
+#where = ["src"]
+
 #[tool.setuptools.package-dir]
 #dpk_web2parquet = "universal/web2parquet/dpk_web2parquet"
 
diff --git a/transforms/requirements-ray.txt b/transforms/requirements-ray.txt
index 9012f685b..b0527bdd6 100644
--- a/transforms/requirements-ray.txt
+++ b/transforms/requirements-ray.txt
@@ -1,4 +1,4 @@
-data-prep-toolkit[ray]>=0.2.2.dev2
+data-prep-toolkit[ray]>=0.2.3.dev0
 networkx==3.3
 colorlog==6.8.2
 func-timeout==4.3.5
diff --git a/transforms/requirements.txt b/transforms/requirements.txt
index 8b48a970f..934c95182 100644
--- a/transforms/requirements.txt
+++ b/transforms/requirements.txt
@@ -1 +1 @@
-data-prep-toolkit>=0.2.2.dev2
+data-prep-toolkit>=0.2.3.dev0
diff --git a/transforms/transform.config b/transforms/transform.config
index c226171c6..7bafba684 100644
--- a/transforms/transform.config
+++ b/transforms/transform.config
@@ -7,11 +7,3 @@
 # expected files and is used to define the transform's image name. 
 TRANSFORM_NAME=data-prep-kit-transforms
 
-################################################################################
-# This defines the transforms' package version number as would be used
-# when publishing the wheel.  In general, only the micro version
-# number should be advanced relative to the DPK_VERSION. 
-#
-# If you change the versions numbers, be sure to run "make set-versions" to 
-# update version numbers across the transform (e.g., pyproject.toml).
-TRANSFORMS_PKG_VERSION=0.2.2.dev2
diff --git a/transforms/universal/doc_id/python/pyproject.toml b/transforms/universal/doc_id/python/pyproject.toml
index 0e2658087..1a962662d 100644
--- a/transforms/universal/doc_id/python/pyproject.toml
+++ b/transforms/universal/doc_id/python/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "dpk_doc_id_transform_python"
-version = "0.2.2.dev2"
+version = "0.2.3.dev0"
 requires-python = ">=3.10,<3.13"
 description = "ededup Python Transform"
 license = {text = "Apache-2.0"}
diff --git a/transforms/universal/doc_id/python/requirements.txt b/transforms/universal/doc_id/python/requirements.txt
index 368287e5d..2f67f6a80 100644
--- a/transforms/universal/doc_id/python/requirements.txt
+++ b/transforms/universal/doc_id/python/requirements.txt
@@ -1 +1 @@
-data-prep-toolkit==0.2.2.dev2
\ No newline at end of file
+data-prep-toolkit==0.2.3.dev0
\ No newline at end of file
diff --git a/transforms/universal/doc_id/ray/pyproject.toml b/transforms/universal/doc_id/ray/pyproject.toml
index 5a5941155..da34dded3 100644
--- a/transforms/universal/doc_id/ray/pyproject.toml
+++ b/transforms/universal/doc_id/ray/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "dpk_doc_id_transform_ray"
-version = "0.2.2.dev2"
+version = "0.2.3.dev0"
 requires-python = ">=3.10,<3.13"
 description = "docid Ray Transform"
 license = {text = "Apache-2.0"}
@@ -10,8 +10,8 @@ authors = [
     { name = "Boris Lublinsky", email = "blublinsk@ibm.com" },
 ]
 dependencies = [
-    "dpk_doc_id_transform_python==0.2.2.dev2",
-    "data-prep-toolkit[ray]==0.2.2.dev2",
+    "dpk_doc_id_transform_python==0.2.3.dev0",
+    "data-prep-toolkit[ray]==0.2.3.dev0",
 ]
 
 [build-system]
diff --git a/transforms/universal/doc_id/spark/pyproject.toml b/transforms/universal/doc_id/spark/pyproject.toml
index 36f345c09..369a1bb72 100644
--- a/transforms/universal/doc_id/spark/pyproject.toml
+++ b/transforms/universal/doc_id/spark/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "dpk_doc_id_transform_spark"
-version = "0.2.2.dev2"
+version = "0.2.3.dev0"
 requires-python = ">=3.10,<3.13"
 description = "Doc ID Spark Transform"
 license = {text = "Apache-2.0"}
@@ -10,7 +10,7 @@ authors = [
     { name = "Boris Lublinsky", email = "blublinsk@ibm.com" },
 ]
 dependencies = [
-    "data-prep-toolkit[spark]==0.2.2.dev2",
+    "data-prep-toolkit[spark]==0.2.3.dev0",
 ]
 
 [build-system]
diff --git a/transforms/universal/ededup/python/pyproject.toml b/transforms/universal/ededup/python/pyproject.toml
index 735104f20..da28e715f 100644
--- a/transforms/universal/ededup/python/pyproject.toml
+++ b/transforms/universal/ededup/python/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "dpk_ededup_transform_python"
-version = "0.2.2.dev2"
+version = "0.2.3.dev0"
 requires-python = ">=3.10,<3.13"
 description = "ededup Python Transform"
 license = {text = "Apache-2.0"}
diff --git a/transforms/universal/ededup/python/requirements.txt b/transforms/universal/ededup/python/requirements.txt
index 75baaef62..aa73a106a 100644
--- a/transforms/universal/ededup/python/requirements.txt
+++ b/transforms/universal/ededup/python/requirements.txt
@@ -1,3 +1,3 @@
-data-prep-toolkit==0.2.2.dev2
+data-prep-toolkit==0.2.3.dev0
 mmh3>=4.1.0
 xxhash==3.4.1
diff --git a/transforms/universal/ededup/ray/pyproject.toml b/transforms/universal/ededup/ray/pyproject.toml
index 9e3885e50..424e220fd 100644
--- a/transforms/universal/ededup/ray/pyproject.toml
+++ b/transforms/universal/ededup/ray/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "dpk_ededup_transform_ray"
-version = "0.2.2.dev2"
+version = "0.2.3.dev0"
 requires-python = ">=3.10,<3.13"
 description = "ededup Ray Transform"
 license = {text = "Apache-2.0"}
@@ -10,8 +10,8 @@ authors = [
     { name = "Boris Lublinsky", email = "blublinsky@ibm.com" },
 ]
 dependencies = [
-    "data-prep-toolkit[ray]==0.2.2.dev2",
-    "dpk_ededup_transform_python==0.2.2.dev2",
+    "data-prep-toolkit[ray]==0.2.3.dev0",
+    "dpk_ededup_transform_python==0.2.3.dev0",
     "tqdm==4.66.3",
 ]
 
diff --git a/transforms/universal/fdedup/python/pyproject.toml b/transforms/universal/fdedup/python/pyproject.toml
index 97be33d54..08b20ed75 100644
--- a/transforms/universal/fdedup/python/pyproject.toml
+++ b/transforms/universal/fdedup/python/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "dpk_fdedup_transform_python"
-version = "0.2.2.dev2"
+version = "0.2.3.dev0"
 requires-python = ">=3.10,<3.13"
 description = "Fuzzy Dedup Transform for Python"
 license = {text = "Apache-2.0"}
diff --git a/transforms/universal/fdedup/python/requirements.txt b/transforms/universal/fdedup/python/requirements.txt
index 4e69a72e4..3e5dfc16d 100644
--- a/transforms/universal/fdedup/python/requirements.txt
+++ b/transforms/universal/fdedup/python/requirements.txt
@@ -1,4 +1,4 @@
-data-prep-toolkit==0.2.2.dev2
+data-prep-toolkit==0.2.3.dev0
 pyyaml>=6.0.2
 boto3>=1.34.69
 kubernetes>=30.1.0
diff --git a/transforms/universal/fdedup/ray/pyproject.toml b/transforms/universal/fdedup/ray/pyproject.toml
index cb8c6306a..485d6de21 100644
--- a/transforms/universal/fdedup/ray/pyproject.toml
+++ b/transforms/universal/fdedup/ray/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "dpk_fdedup_transform_ray"
-version = "0.2.2.dev2"
+version = "0.2.3.dev0"
 requires-python = ">=3.10,<3.13"
 description = "fdedup Ray Transform"
 license = {text = "Apache-2.0"}
diff --git a/transforms/universal/fdedup/ray/requirements.txt b/transforms/universal/fdedup/ray/requirements.txt
index 6ee40ef7f..81e48e5ee 100644
--- a/transforms/universal/fdedup/ray/requirements.txt
+++ b/transforms/universal/fdedup/ray/requirements.txt
@@ -1,5 +1,5 @@
-data-prep-toolkit[ray]==0.2.2.dev2
-dpk_fdedup_transform_python==0.2.2.dev2
+data-prep-toolkit[ray]==0.2.3.dev0
+dpk_fdedup_transform_python==0.2.3.dev0
 mmh3>=4.1.0
 xxhash==3.4.1
 tqdm==4.66.3
diff --git a/transforms/universal/fdedup/spark/pyproject.toml b/transforms/universal/fdedup/spark/pyproject.toml
index f77df2010..8a072b31b 100644
--- a/transforms/universal/fdedup/spark/pyproject.toml
+++ b/transforms/universal/fdedup/spark/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "dpk_fdedup_transform_spark"
-version = "0.2.2.dev2"
+version = "0.2.3.dev0"
 requires-python = ">=3.10,<3.13"
 description = "Fuzzy Dedup Spark Transform"
 license = {text = "Apache-2.0"}
diff --git a/transforms/universal/fdedup/spark/requirements.txt b/transforms/universal/fdedup/spark/requirements.txt
index c373ffbb7..bfb0f04a2 100644
--- a/transforms/universal/fdedup/spark/requirements.txt
+++ b/transforms/universal/fdedup/spark/requirements.txt
@@ -1,5 +1,5 @@
-dpk_fdedup_transform_python==0.2.2.dev2
-data-prep-toolkit[spark]==0.2.2.dev2
+dpk_fdedup_transform_python==0.2.3.dev0
+data-prep-toolkit[spark]==0.2.3.dev0
 pyyaml>=6.0.2
 boto3>=1.34.69
 kubernetes>=30.1.0
diff --git a/transforms/universal/filter/python/pyproject.toml b/transforms/universal/filter/python/pyproject.toml
index 64f148799..fcf0f6419 100644
--- a/transforms/universal/filter/python/pyproject.toml
+++ b/transforms/universal/filter/python/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "dpk_filter_transform_python"
-version = "0.2.2.dev2"
+version = "0.2.3.dev0"
 requires-python = ">=3.10,<3.13"
 description = "Filter Transform for Python"
 license = {text = "Apache-2.0"}
diff --git a/transforms/universal/filter/python/requirements.txt b/transforms/universal/filter/python/requirements.txt
index 9f1feff29..100626f60 100644
--- a/transforms/universal/filter/python/requirements.txt
+++ b/transforms/universal/filter/python/requirements.txt
@@ -1,3 +1,3 @@
 
-data-prep-toolkit==0.2.2.dev2
+data-prep-toolkit==0.2.3.dev0
 duckdb>=0.10.1
diff --git a/transforms/universal/filter/ray/pyproject.toml b/transforms/universal/filter/ray/pyproject.toml
index a794a1a0b..64776e0c1 100644
--- a/transforms/universal/filter/ray/pyproject.toml
+++ b/transforms/universal/filter/ray/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "dpk_filter_transform_ray"
-version = "0.2.2.dev2"
+version = "0.2.3.dev0"
 requires-python = ">=3.10,<3.13"
 description = "Filter Transform for Ray"
 license = {text = "Apache-2.0"}
@@ -9,8 +9,8 @@ authors = [
     { name = "Constantin Adam", email = "cmadam@us.ibm.com" },
 ]
 dependencies = [
-    "dpk-filter-transform-python==0.2.2.dev2",
-    "data-prep-toolkit[ray]==0.2.2.dev2",
+    "dpk-filter-transform-python==0.2.3.dev0",
+    "data-prep-toolkit[ray]==0.2.3.dev0",
 ]
 
 [build-system]
diff --git a/transforms/universal/filter/spark/pyproject.toml b/transforms/universal/filter/spark/pyproject.toml
index 7b60dba46..ef46c9a1b 100644
--- a/transforms/universal/filter/spark/pyproject.toml
+++ b/transforms/universal/filter/spark/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "dpk_filter_transform_spark"
-version = "0.2.2.dev2"
+version = "0.2.3.dev0"
 requires-python = ">=3.10,<3.13"
 description = "Filter Spark Transform"
 license = {text = "Apache-2.0"}
@@ -9,7 +9,7 @@ authors = [
     { name = "Boris Lublinsky", email = "blublinsk@ibm.com" },
 ]
 dependencies = [
-    "data-prep-toolkit[spark]==0.2.2.dev2",
+    "data-prep-toolkit[spark]==0.2.3.dev0",
 ]
 
 [project.optional-dependencies]
diff --git a/transforms/universal/hap/python/pyproject.toml b/transforms/universal/hap/python/pyproject.toml
index 389788363..bf7c85577 100644
--- a/transforms/universal/hap/python/pyproject.toml
+++ b/transforms/universal/hap/python/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "dpk_hap_transform_python"
-version = "0.2.2.dev2"
+version = "0.2.3.dev0"
 requires-python = ">=3.10,<3.13"
 description = "HAP Python Transform"
 license = {text = "Apache-2.0"}
diff --git a/transforms/universal/hap/python/requirements.txt b/transforms/universal/hap/python/requirements.txt
index 505dd9ceb..1250d1f77 100644
--- a/transforms/universal/hap/python/requirements.txt
+++ b/transforms/universal/hap/python/requirements.txt
@@ -1,5 +1,5 @@
-data-prep-toolkit==0.2.2.dev2
+data-prep-toolkit==0.2.3.dev0
 nltk==3.9.1
 transformers==4.38.2
-torch==2.4.1
+torch>=2.2.2,<=2.4.1
 pandas==2.2.2
diff --git a/transforms/universal/hap/ray/pyproject.toml b/transforms/universal/hap/ray/pyproject.toml
index abbb1a30c..38e78938b 100644
--- a/transforms/universal/hap/ray/pyproject.toml
+++ b/transforms/universal/hap/ray/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "dpk_hap_transform_ray"
-version = "0.2.2.dev2"
+version = "0.2.3.dev0"
 requires-python = ">=3.10,<3.13"
 description = "HAP Ray Transform"
 license = {text = "Apache-2.0"}
diff --git a/transforms/universal/hap/ray/requirements.txt b/transforms/universal/hap/ray/requirements.txt
index 0ed65f625..7c4c8eb94 100644
--- a/transforms/universal/hap/ray/requirements.txt
+++ b/transforms/universal/hap/ray/requirements.txt
@@ -1,6 +1,6 @@
-data-prep-toolkit[ray]==0.2.2.dev2
-dpk-hap-transform-python==0.2.2.dev2
+data-prep-toolkit[ray]==0.2.3.dev0
+dpk-hap-transform-python==0.2.3.dev0
 nltk==3.9.1
 transformers==4.38.2
-torch==2.4.1
+torch>=2.2.2,<=2.4.1
 pandas==2.2.2
diff --git a/transforms/universal/noop/python/pyproject.toml b/transforms/universal/noop/python/pyproject.toml
index 998161e31..ff9a24244 100644
--- a/transforms/universal/noop/python/pyproject.toml
+++ b/transforms/universal/noop/python/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "dpk_noop_transform_python"
-version = "0.2.2.dev2"
+version = "0.2.3.dev0"
 requires-python = ">=3.10,<3.13"
 description = "NOOP Python Transform"
 license = {text = "Apache-2.0"}
@@ -10,7 +10,7 @@ authors = [
     { name = "Boris Lublinsky", email = "blublinsky@ibm.com" },
 ]
 dependencies = [
-    "data-prep-toolkit==0.2.2.dev2",
+    "data-prep-toolkit==0.2.3.dev0",
 ]
 
 [build-system]
diff --git a/transforms/universal/noop/ray/pyproject.toml b/transforms/universal/noop/ray/pyproject.toml
index 5d475fe12..da9327917 100644
--- a/transforms/universal/noop/ray/pyproject.toml
+++ b/transforms/universal/noop/ray/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "dpk_noop_transform_ray"
-version = "0.2.2.dev2"
+version = "0.2.3.dev0"
 requires-python = ">=3.10,<3.13"
 description = "NOOP Ray Transform"
 license = {text = "Apache-2.0"}
@@ -10,8 +10,8 @@ authors = [
     { name = "Boris Lublinsky", email = "blublinsky@ibm.com" },
 ]
 dependencies = [
-    "dpk-noop-transform-python==0.2.2.dev2",
-    "data-prep-toolkit[ray]==0.2.2.dev2",
+    "dpk-noop-transform-python==0.2.3.dev0",
+    "data-prep-toolkit[ray]==0.2.3.dev0",
 ]
 
 [build-system]
diff --git a/transforms/universal/noop/spark/pyproject.toml b/transforms/universal/noop/spark/pyproject.toml
index f867fb070..d3cd47bf6 100644
--- a/transforms/universal/noop/spark/pyproject.toml
+++ b/transforms/universal/noop/spark/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "dpk_noop_transform_spark"
-version = "0.2.2.dev2"
+version = "0.2.3.dev0"
 requires-python = ">=3.10,<3.13"
 description = "NOOP Spark Transform"
 license = {text = "Apache-2.0"}
@@ -10,8 +10,8 @@ authors = [
     { name = "Boris Lublinsky", email = "blublinsk@ibm.com" },
 ]
 dependencies = [
-    "dpk-noop-transform-python==0.2.2.dev2",
-    "data-prep-toolkit[spark]==0.2.2.dev2",
+    "dpk-noop-transform-python==0.2.3.dev0",
+    "data-prep-toolkit[spark]==0.2.3.dev0",
 ]
 
 [build-system]
diff --git a/transforms/universal/profiler/python/pyproject.toml b/transforms/universal/profiler/python/pyproject.toml
index 95775e3a6..39d9788f8 100644
--- a/transforms/universal/profiler/python/pyproject.toml
+++ b/transforms/universal/profiler/python/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "dpk_profiler_transform_python"
-version = "0.2.2.dev2"
+version = "0.2.3.dev0"
 requires-python = ">=3.10,<3.13"
 description = "profiler Python Transform"
 license = {text = "Apache-2.0"}
diff --git a/transforms/universal/profiler/python/requirements.txt b/transforms/universal/profiler/python/requirements.txt
index 89801e4ad..526140ada 100644
--- a/transforms/universal/profiler/python/requirements.txt
+++ b/transforms/universal/profiler/python/requirements.txt
@@ -1,5 +1,5 @@
 
-data-prep-toolkit==0.2.2.dev2
+data-prep-toolkit==0.2.3.dev0
 mmh3==4.1.0
 xxhash==3.4.1
 
diff --git a/transforms/universal/profiler/ray/pyproject.toml b/transforms/universal/profiler/ray/pyproject.toml
index 6060653fa..ac8d729ec 100644
--- a/transforms/universal/profiler/ray/pyproject.toml
+++ b/transforms/universal/profiler/ray/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "dpk_profiler_transform_ray"
-version = "0.2.2.dev2"
+version = "0.2.3.dev0"
 requires-python = ">=3.10,<3.13"
 description = "profiler Ray Transform"
 license = {text = "Apache-2.0"}
@@ -9,8 +9,8 @@ authors = [
     { name = "Boris Lublinsky", email = "blublinsky@ibm.com" },
 ]
 dependencies = [
-    "data-prep-toolkit[ray]==0.2.2.dev2",
-    "dpk_profiler_transform_python==0.2.2.dev2",
+    "data-prep-toolkit[ray]==0.2.3.dev0",
+    "dpk_profiler_transform_python==0.2.3.dev0",
     "tqdm==4.66.3",
 ]
 
diff --git a/transforms/universal/profiler/spark/pyproject.toml b/transforms/universal/profiler/spark/pyproject.toml
index 455684b4f..6ba790301 100644
--- a/transforms/universal/profiler/spark/pyproject.toml
+++ b/transforms/universal/profiler/spark/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "dpk_profiler_transform_spark"
-version = "0.2.2.dev2"
+version = "0.2.3.dev0"
 requires-python = ">=3.10,<3.13"
 description = "Profiler Spark Transform"
 license = {text = "Apache-2.0"}
@@ -9,8 +9,8 @@ authors = [
     { name = "Boris Lublinsky", email = "blublinsk@ibm.com" },
 ]
 dependencies = [
-    "dpk-profiler-transform-python==0.2.2.dev2",
-    "data-prep-toolkit[spark]==0.2.2.dev2",
+    "dpk-profiler-transform-python==0.2.3.dev0",
+    "data-prep-toolkit[spark]==0.2.3.dev0",
 ]
 
 [build-system]
diff --git a/transforms/universal/resize/python/pyproject.toml b/transforms/universal/resize/python/pyproject.toml
index 082f37f0c..6fdad69d0 100644
--- a/transforms/universal/resize/python/pyproject.toml
+++ b/transforms/universal/resize/python/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "dpk_resize_transform_python"
-version = "0.2.2.dev2"
+version = "0.2.3.dev0"
 requires-python = ">=3.10,<3.13"
 description = "resize Python Transform"
 license = {text = "Apache-2.0"}
diff --git a/transforms/universal/resize/python/requirements.txt b/transforms/universal/resize/python/requirements.txt
index 368287e5d..2f67f6a80 100644
--- a/transforms/universal/resize/python/requirements.txt
+++ b/transforms/universal/resize/python/requirements.txt
@@ -1 +1 @@
-data-prep-toolkit==0.2.2.dev2
\ No newline at end of file
+data-prep-toolkit==0.2.3.dev0
\ No newline at end of file
diff --git a/transforms/universal/resize/ray/pyproject.toml b/transforms/universal/resize/ray/pyproject.toml
index 1490303bb..c266a39f4 100644
--- a/transforms/universal/resize/ray/pyproject.toml
+++ b/transforms/universal/resize/ray/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "dpk_resize_transform_ray"
-version = "0.2.2.dev2"
+version = "0.2.3.dev0"
 requires-python = ">=3.10,<3.13"
 description = "Resize Ray Transform"
 license = {text = "Apache-2.0"}
@@ -10,8 +10,8 @@ authors = [
     { name = "Boris Lublinsky", email = "blublinsky@ibm.com" },
 ]
 dependencies = [
-    "dpk-resize-transform-python==0.2.2.dev2",
-    "data-prep-toolkit[ray]==0.2.2.dev2",
+    "dpk-resize-transform-python==0.2.3.dev0",
+    "data-prep-toolkit[ray]==0.2.3.dev0",
 ]
 
 [build-system]
diff --git a/transforms/universal/resize/spark/pyproject.toml b/transforms/universal/resize/spark/pyproject.toml
index 538c12d20..7de14c673 100644
--- a/transforms/universal/resize/spark/pyproject.toml
+++ b/transforms/universal/resize/spark/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "dpk_resize_transform_spark"
-version = "0.2.2.dev2"
+version = "0.2.3.dev0"
 requires-python = ">=3.10,<3.13"
 description = "Resize Spark Transform"
 license = {text = "Apache-2.0"}
@@ -10,8 +10,8 @@ authors = [
     { name = "Boris Lublinsky", email = "blublinsk@ibm.com" },
 ]
 dependencies = [
-    "dpk-resize-transform-python==0.2.2.dev2",
-    "data-prep-toolkit[spark]==0.2.2.dev2",
+    "dpk-resize-transform-python==0.2.3.dev0",
+    "data-prep-toolkit[spark]==0.2.3.dev0",
 ]
 
 [build-system]
diff --git a/transforms/universal/tokenization/python/pyproject.toml b/transforms/universal/tokenization/python/pyproject.toml
index bc352f0fd..dbb8e84ba 100644
--- a/transforms/universal/tokenization/python/pyproject.toml
+++ b/transforms/universal/tokenization/python/pyproject.toml
@@ -1,7 +1,7 @@
 [project]
 name = "dpk_tokenization_transform_python"
 keywords = ["tokenizer", "data", "data preprocessing", "data preparation", "llm", "generative", "ai", "fine-tuning", "llmapps" ]
-version = "0.2.2.dev2"
+version = "0.2.3.dev0"
 requires-python = ">=3.10,<3.13"
 description = "Tokenization Transform for Python"
 license = {text = "Apache-2.0"}
diff --git a/transforms/universal/tokenization/python/requirements.txt b/transforms/universal/tokenization/python/requirements.txt
index 5e00dbaa1..8a1920162 100644
--- a/transforms/universal/tokenization/python/requirements.txt
+++ b/transforms/universal/tokenization/python/requirements.txt
@@ -1,2 +1,2 @@
-data-prep-toolkit==0.2.2.dev2
+data-prep-toolkit==0.2.3.dev0
 transformers==4.38.2
diff --git a/transforms/universal/tokenization/ray/pyproject.toml b/transforms/universal/tokenization/ray/pyproject.toml
index 095cb63e0..c094b9e7e 100644
--- a/transforms/universal/tokenization/ray/pyproject.toml
+++ b/transforms/universal/tokenization/ray/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "dpk_tokenization_transform_ray"
-version = "0.2.2.dev2"
+version = "0.2.3.dev0"
 requires-python = ">=3.10,<3.13"
 description = "Tokenization Transform for Ray"
 license = {text = "Apache-2.0"}
@@ -9,8 +9,8 @@ authors = [
     { name = "Xuan-Hong Dang", email = "xuan-hong.dang@ibm.com"},
 ]
 dependencies = [
-    "dpk-tokenization-transform-python==0.2.2.dev2",
-    "data-prep-toolkit[ray]==0.2.2.dev2",
+    "dpk-tokenization-transform-python==0.2.3.dev0",
+    "data-prep-toolkit[ray]==0.2.3.dev0",
 ]
 
 [build-system]
diff --git a/transforms/universal/web2parquet/requirements.txt b/transforms/universal/web2parquet/requirements.txt
index 5c989591d..1af3f12a4 100644
--- a/transforms/universal/web2parquet/requirements.txt
+++ b/transforms/universal/web2parquet/requirements.txt
@@ -1,2 +1,2 @@
-data-prep-toolkit>=0.2.2.dev2
-data_prep_connector>=0.2.3.dev0
\ No newline at end of file
+data-prep-toolkit>=0.2.3.dev0
+data_prep_connector>=0.2.3
\ No newline at end of file
diff --git a/transforms/universal/web2parquet/web2parquet.ipynb b/transforms/universal/web2parquet/web2parquet.ipynb
index 2bd55f0bc..ea802d734 100644
--- a/transforms/universal/web2parquet/web2parquet.ipynb
+++ b/transforms/universal/web2parquet/web2parquet.ipynb
@@ -5,12 +5,12 @@
    "id": "afd55886-5f5b-4794-838e-ef8179fb0394",
    "metadata": {},
    "source": [
-    "##### **** These pip install need to be adapted to use the appropriate release level. Alternatively, The venv running the jupyter lab could be pre-configured with a requirement file that includes the right release\n",
+    "##### **** These pip install need to be adapted to use the appropriate release level. Alternatively, The venv running the jupyter lab could be pre-configured with a requirement file that includes the right release. Example for transform developers working from git clone:\n",
+    "##### \n",
     "\n",
-    "##### **** example: \n",
     "```\n",
-    "python -m venv && source venv/bin/activate\n",
-    "pip install -r requirements.txt\n",
+    "make venv \n",
+    "source venv/bin/activate \n",
     "pip install jupyterlab\n",
     "```"
    ]