diff --git a/test/test_artifacts/v2/fastapi.test.Dockerfile b/test/test_artifacts/v2/fastapi.test.Dockerfile
new file mode 100644
index 000000000..5a54c11b5
--- /dev/null
+++ b/test/test_artifacts/v2/fastapi.test.Dockerfile
@@ -0,0 +1,17 @@
+ARG SAGEMAKER_DISTRIBUTION_IMAGE
+FROM $SAGEMAKER_DISTRIBUTION_IMAGE
+
+ARG MAMBA_DOCKERFILE_ACTIVATE=1
+
+RUN sudo apt-get update && \
+    sudo apt-get install -y git && \
+    git clone --recursive https://github.com/fastapi/fastapi
+
+WORKDIR "fastapi"
+
+COPY --chown=$MAMBA_USER:$MAMBA_USER scripts/run_fastapi_tests.sh .
+
+RUN chmod +x run_fastapi_tests.sh
+
+CMD ["./run_fastapi_tests.sh"]
+
diff --git a/test/test_artifacts/v2/ipywidgets.test.Dockerfile b/test/test_artifacts/v2/ipywidgets.test.Dockerfile
new file mode 100644
index 000000000..c2d3235ac
--- /dev/null
+++ b/test/test_artifacts/v2/ipywidgets.test.Dockerfile
@@ -0,0 +1,20 @@
+ARG SAGEMAKER_DISTRIBUTION_IMAGE
+FROM $SAGEMAKER_DISTRIBUTION_IMAGE
+
+ARG MAMBA_DOCKERFILE_ACTIVATE=1
+
+ENV OPENBLAS_NUM_THREADS=1
+
+RUN sudo apt-get update && \
+    sudo apt-get install -y git
+
+RUN git clone https://github.com/jupyter-widgets/ipywidgets.git
+
+WORKDIR "ipywidgets"
+
+RUN pip install jupyter nbconvert
+
+COPY --chown=$MAMBA_USER:$MAMBA_USER scripts/run_ipywidgets_tests.sh ./
+RUN chmod +x run_ipywidgets_tests.sh
+
+CMD ["./run_ipywidgets_tests.sh"]
diff --git a/test/test_artifacts/v2/jinja2.test.Dockerfile b/test/test_artifacts/v2/jinja2.test.Dockerfile
new file mode 100644
index 000000000..be28d8f08
--- /dev/null
+++ b/test/test_artifacts/v2/jinja2.test.Dockerfile
@@ -0,0 +1,14 @@
+ARG SAGEMAKER_DISTRIBUTION_IMAGE
+FROM $SAGEMAKER_DISTRIBUTION_IMAGE
+
+ARG MAMBA_DOCKERFILE_ACTIVATE=1
+
+ENV OPENBLAS_NUM_THREADS=1
+
+RUN micromamba install -y -c conda-forge jinja2 
+
+COPY --chown=$MAMBA_USER:$MAMBA_USER scripts/run_jinja2_tests.sh ./
+
+RUN chmod +x run_jinja2_tests.sh
+
+CMD ["./run_jinja2_tests.sh"]
diff --git a/test/test_artifacts/v2/jupyter-collaboration.test.Dockerfile b/test/test_artifacts/v2/jupyter-collaboration.test.Dockerfile
index 0b005de10..a4ed91e4a 100644
--- a/test/test_artifacts/v2/jupyter-collaboration.test.Dockerfile
+++ b/test/test_artifacts/v2/jupyter-collaboration.test.Dockerfile
@@ -3,4 +3,15 @@ FROM $SAGEMAKER_DISTRIBUTION_IMAGE
 
 ARG MAMBA_DOCKERFILE_ACTIVATE=1
 
-CMD ["python", "-c", "import jupyter_collaboration; import jupyter_server_fileid; from jupyter_ydoc import YBlob; yblob = YBlob(); assert yblob.get() == b''; yblob.set(b'012'); assert yblob.get() == b'012'"]
+RUN sudo apt-get update && \
+    sudo apt-get install -y git 
+
+RUN git clone --recursive https://github.com/jupyterlab/jupyter-collaboration.git
+
+WORKDIR "jupyter-collaboration"
+
+COPY --chown=$MAMBA_USER:$MAMBA_USER scripts/run_jupyter_collaboration_tests.sh .
+
+RUN chmod +x run_jupyter_collaboration_tests.sh
+
+CMD ["./run_jupyter_collaboration_tests.sh"]
diff --git a/test/test_artifacts/v2/jupyter-scheduler.test.Dockerfile b/test/test_artifacts/v2/jupyter-scheduler.test.Dockerfile
new file mode 100644
index 000000000..0487bfa23
--- /dev/null
+++ b/test/test_artifacts/v2/jupyter-scheduler.test.Dockerfile
@@ -0,0 +1,17 @@
+ARG SAGEMAKER_DISTRIBUTION_IMAGE
+FROM $SAGEMAKER_DISTRIBUTION_IMAGE
+
+ARG MAMBA_DOCKERFILE_ACTIVATE=1
+
+RUN sudo apt-get update && \
+    sudo apt-get install -y git && \
+    git clone --recursive https://github.com/jupyter-server/jupyter-scheduler
+
+WORKDIR "jupyter-scheduler"
+
+COPY --chown=$MAMBA_USER:$MAMBA_USER scripts/run_jupyter_scheduler_tests.sh .
+
+RUN chmod +x run_jupyter_scheduler_tests.sh
+
+CMD ["./run_jupyter_scheduler_tests.sh"]
+
diff --git a/test/test_artifacts/v2/jupyter-server-proxy.test.Dockerfile b/test/test_artifacts/v2/jupyter-server-proxy.test.Dockerfile
new file mode 100644
index 000000000..f7e44e171
--- /dev/null
+++ b/test/test_artifacts/v2/jupyter-server-proxy.test.Dockerfile
@@ -0,0 +1,16 @@
+ARG SAGEMAKER_DISTRIBUTION_IMAGE
+FROM $SAGEMAKER_DISTRIBUTION_IMAGE
+
+ARG MAMBA_DOCKERFILE_ACTIVATE=1
+
+RUN sudo apt-get update && \
+    sudo apt-get install -y git && \
+    git clone --recursive https://github.com/jupyterhub/jupyter-server-proxy.git
+
+WORKDIR "jupyter-server-proxy"
+
+COPY --chown=$MAMBA_USER:$MAMBA_USER scripts/run_jupyter_server_proxy_tests.sh .
+
+RUN chmod +x run_jupyter_server_proxy_tests.sh
+
+CMD ["./run_jupyter_server_proxy_tests.sh"]
diff --git a/test/test_artifacts/v2/jupyterlab-git.test.Dockerfile b/test/test_artifacts/v2/jupyterlab-git.test.Dockerfile
index 7d5cbd96e..3b9faf863 100644
--- a/test/test_artifacts/v2/jupyterlab-git.test.Dockerfile
+++ b/test/test_artifacts/v2/jupyterlab-git.test.Dockerfile
@@ -3,4 +3,16 @@ FROM $SAGEMAKER_DISTRIBUTION_IMAGE
 
 ARG MAMBA_DOCKERFILE_ACTIVATE=1
 
-CMD ["python", "-c", "import jupyterlab_git"]
+RUN sudo apt-get update && \
+    sudo apt-get install -y git 
+
+RUN git clone --recursive https://github.com/jupyterlab/jupyterlab-git
+
+WORKDIR "jupyterlab-git"
+
+RUN micromamba install --freeze-installed -y -c conda-forge pytest
+
+COPY --chown=$MAMBA_USER:$MAMBA_USER scripts/run_jupyterlab_git_tests.sh .
+RUN chmod +x run_jupyterlab_git_tests.sh
+
+CMD ["./run_jupyterlab_git_tests.sh"]
diff --git a/test/test_artifacts/v2/jupyterlab-lsp.test.Dockerfile b/test/test_artifacts/v2/jupyterlab-lsp.test.Dockerfile
index c13df62a8..21d66a8bc 100644
--- a/test/test_artifacts/v2/jupyterlab-lsp.test.Dockerfile
+++ b/test/test_artifacts/v2/jupyterlab-lsp.test.Dockerfile
@@ -3,5 +3,8 @@ FROM $SAGEMAKER_DISTRIBUTION_IMAGE
 
 ARG MAMBA_DOCKERFILE_ACTIVATE=1
 
-CMD ["python", "-c", "import jupyter_lsp"]
-CMD ["python", "-c", "import jupyterlab_lsp"]
+COPY --chown=$MAMBA_USER:$MAMBA_USER scripts/run_jupyterlab_lsp_tests.sh ./
+RUN chmod +x run_jupyterlab_lsp_tests.sh
+
+CMD ["./run_jupyterlab_lsp_tests.sh"]
+
diff --git a/test/test_artifacts/v2/langchain-aws.test.Dockerfile b/test/test_artifacts/v2/langchain-aws.test.Dockerfile
deleted file mode 100644
index 73353bb09..000000000
--- a/test/test_artifacts/v2/langchain-aws.test.Dockerfile
+++ /dev/null
@@ -1,13 +0,0 @@
-ARG SAGEMAKER_DISTRIBUTION_IMAGE
-FROM $SAGEMAKER_DISTRIBUTION_IMAGE
-
-ARG MAMBA_DOCKERFILE_ACTIVATE=1
-
-CMD ["python", "-c", "import langchain_aws"]
-CMD ["python", "-c", "from langchain_aws import BedrockLLM"]
-CMD ["python", "-c", "from langchain_aws import ChatBedrock"]
-CMD ["python", "-c", "from langchain_aws import SagemakerEndpoint"]
-CMD ["python", "-c", "from langchain_aws import AmazonKendraRetriever"]
-CMD ["python", "-c", "from langchain_aws import AmazonKnowledgeBasesRetriever"]
-CMD ["python", "-c", "from langchain_aws import NeptuneAnalyticsGraph"]
-CMD ["python", "-c", "from langchain_aws import NeptuneGraph"]
diff --git a/test/test_artifacts/v2/langchain.test.Dockerfile b/test/test_artifacts/v2/langchain.test.Dockerfile
new file mode 100644
index 000000000..80309ab11
--- /dev/null
+++ b/test/test_artifacts/v2/langchain.test.Dockerfile
@@ -0,0 +1,28 @@
+ARG SAGEMAKER_DISTRIBUTION_IMAGE
+FROM $SAGEMAKER_DISTRIBUTION_IMAGE
+
+ARG MAMBA_DOCKERFILE_ACTIVATE=1
+
+ENV OPENBLAS_NUM_THREADS=1
+
+RUN micromamba install -y -c conda-forge pytest
+
+# Create the test script
+RUN echo '#!/bin/bash' > /home/sagemaker-user/run_langchain_tests.sh && \
+    echo 'set -e' >> /home/sagemaker-user/run_langchain_tests.sh && \
+    echo 'echo "Langchain version: $(python -c "import langchain; print(langchain.__version__)")"' >> /home/sagemaker-user/run_langchain_tests.sh && \
+    echo 'langchain_path=$(python -c "import langchain; import os; print(os.path.dirname(langchain.__file__))")' >> /home/sagemaker-user/run_langchain_tests.sh && \
+    echo 'test_path="${langchain_path}/tests/unit_tests"' >> /home/sagemaker-user/run_langchain_tests.sh && \
+    echo 'if [ -d "$test_path" ]; then' >> /home/sagemaker-user/run_langchain_tests.sh && \
+    echo '    pytest "$test_path" -v' >> /home/sagemaker-user/run_langchain_tests.sh && \
+    echo 'else' >> /home/sagemaker-user/run_langchain_tests.sh && \
+    echo '    echo "Unit tests directory not found at $test_path"' >> /home/sagemaker-user/run_langchain_tests.sh && \
+    echo '    echo "Available files in langchain directory:"' >> /home/sagemaker-user/run_langchain_tests.sh && \
+    echo '    find "$langchain_path" -name "*.py"' >> /home/sagemaker-user/run_langchain_tests.sh && \
+    echo 'fi' >> /home/sagemaker-user/run_langchain_tests.sh
+
+RUN chmod +x /home/sagemaker-user/run_langchain_tests.sh
+
+WORKDIR /home/sagemaker-user
+
+CMD ["./run_langchain_tests.sh"]
\ No newline at end of file
diff --git a/test/test_artifacts/v2/notebook.test.Dockerfile b/test/test_artifacts/v2/notebook.test.Dockerfile
index 9afb9e08d..f0bb85763 100644
--- a/test/test_artifacts/v2/notebook.test.Dockerfile
+++ b/test/test_artifacts/v2/notebook.test.Dockerfile
@@ -3,4 +3,15 @@ FROM $SAGEMAKER_DISTRIBUTION_IMAGE
 
 ARG MAMBA_DOCKERFILE_ACTIVATE=1
 
-CMD ["python", "-c", "import notebook"]
+RUN sudo apt-get update && \
+    sudo apt-get install -y git && \
+    git clone --recursive https://github.com/jupyter/notebook
+
+WORKDIR "notebook"
+
+COPY --chown=$MAMBA_USER:$MAMBA_USER scripts/run_notebook_tests.sh .
+
+RUN chmod +x run_notebook_tests.sh
+
+CMD ["./run_notebook_tests.sh"]
+
diff --git a/test/test_artifacts/v2/pyhive.test.Dockerfile b/test/test_artifacts/v2/pyhive.test.Dockerfile
new file mode 100644
index 000000000..8259c098c
--- /dev/null
+++ b/test/test_artifacts/v2/pyhive.test.Dockerfile
@@ -0,0 +1,17 @@
+ARG SAGEMAKER_DISTRIBUTION_IMAGE
+FROM $SAGEMAKER_DISTRIBUTION_IMAGE
+
+ARG MAMBA_DOCKERFILE_ACTIVATE=1
+
+RUN sudo apt-get update && \
+    sudo apt-get install -y git && \
+    git clone --recursive https://github.com/dropbox/PyHive.git
+
+WORKDIR "PyHive"
+
+RUN micromamba install --freeze-installed -y -c conda-forge pytest
+
+COPY --chown=$MAMBA_USER:$MAMBA_USER scripts/run_pyhive_tests.sh .
+RUN chmod +x run_pyhive_tests.sh
+
+CMD ["./run_pyhive_tests.sh"]
diff --git a/test/test_artifacts/v2/python-lsp-server.test.Dockerfile b/test/test_artifacts/v2/python-lsp-server.test.Dockerfile
index eb73f0e06..3d1946d5f 100644
--- a/test/test_artifacts/v2/python-lsp-server.test.Dockerfile
+++ b/test/test_artifacts/v2/python-lsp-server.test.Dockerfile
@@ -3,5 +3,12 @@ FROM $SAGEMAKER_DISTRIBUTION_IMAGE
 
 ARG MAMBA_DOCKERFILE_ACTIVATE=1
 
-# "Confirm that installation succeeded" by running this - https://github.com/python-lsp/python-lsp-server#installation
-CMD ["pylsp", "--help"]
+RUN sudo apt-get update && \
+    sudo apt-get install -y git && \
+    git clone --recursive https://github.com/python-lsp/python-lsp-server
+
+WORKDIR "python-lsp"
+
+COPY --chown=$MAMBA_USER:$MAMBA_USER scripts/run_python_lsp_server_tests.sh .
+
+RUN chmod +x run_python_lsp_server_tests.sh
diff --git a/test/test_artifacts/v2/run_pandas_tests.py b/test/test_artifacts/v2/run_pandas_tests.py
index a286443f2..ee6dc3839 100644
--- a/test/test_artifacts/v2/run_pandas_tests.py
+++ b/test/test_artifacts/v2/run_pandas_tests.py
@@ -24,7 +24,9 @@
         "-m",
         "(not slow and not network and not db and not clipboard)",
         "-k",
-        "(not test_network and not s3 and not test_plain_axes)",
+        "(not test_network and not s3 and not test_plain_axes and not test_xsqlite_execute_closed_connection and not test_sql)",
+        "-W",
+        "ignore::PendingDeprecationWarning",
         "--no-strict-data-files",
         "--ignore",
         "pandas/tests/frame/test_arithmetic.py::TestFrameFlexArithmetic::test_floordiv_axis0_numexpr_path",
diff --git a/test/test_artifacts/v2/s3fs.test.Dockerfile b/test/test_artifacts/v2/s3fs.test.Dockerfile
index 8f3a0c68f..5e182ad19 100644
--- a/test/test_artifacts/v2/s3fs.test.Dockerfile
+++ b/test/test_artifacts/v2/s3fs.test.Dockerfile
@@ -5,6 +5,7 @@ ARG MAMBA_DOCKERFILE_ACTIVATE=1
 RUN git clone --recursive https://github.com/fsspec/s3fs.git
 
 WORKDIR "s3fs"
+
 COPY --chown=$MAMBA_USER:$MAMBA_USER scripts/run_s3fs_tests.sh .
 RUN chmod +x run_s3fs_tests.sh
 CMD ["./run_s3fs_tests.sh"]
diff --git a/test/test_artifacts/v2/scikit-learn.test.Dockerfile b/test/test_artifacts/v2/scikit-learn.test.Dockerfile
new file mode 100644
index 000000000..bb4e6a28f
--- /dev/null
+++ b/test/test_artifacts/v2/scikit-learn.test.Dockerfile
@@ -0,0 +1,23 @@
+ARG SAGEMAKER_DISTRIBUTION_IMAGE
+FROM $SAGEMAKER_DISTRIBUTION_IMAGE
+
+ARG MAMBA_DOCKERFILE_ACTIVATE=1
+
+ENV OPENBLAS_NUM_THREADS=1
+
+RUN micromamba install -y --name base -c conda-forge pytest pytest-cov
+
+RUN echo '#!/bin/bash' > /home/sagemaker-user/run_scikit_learn_tests.sh && \
+    echo 'import_path=$(python -c "import sklearn; print(sklearn.__file__)")' >> /home/sagemaker-user/run_scikit_learn_tests.sh && \
+    echo 'sklearn_path=$(dirname "$import_path")' >> /home/sagemaker-user/run_scikit_learn_tests.sh && \
+    echo 'test_files=("test_base.py" "test_init.py")' >> /home/sagemaker-user/run_scikit_learn_tests.sh && \
+    echo 'for test_file in "${test_files[@]}"; do' >> /home/sagemaker-user/run_scikit_learn_tests.sh && \
+    echo '    echo "Running tests in $test_file"' >> /home/sagemaker-user/run_scikit_learn_tests.sh && \
+    echo '    pytest -v "$sklearn_path/tests/$test_file"' >> /home/sagemaker-user/run_scikit_learn_tests.sh && \
+    echo 'done' >> /home/sagemaker-user/run_scikit_learn_tests.sh
+
+RUN chmod +x /home/sagemaker-user/run_scikit_learn_tests.sh
+
+WORKDIR /home/sagemaker-user
+
+CMD ["./run_scikit_learn_tests.sh"]
\ No newline at end of file
diff --git a/test/test_artifacts/v2/scripts/run_fastapi_tests.sh b/test/test_artifacts/v2/scripts/run_fastapi_tests.sh
new file mode 100644
index 000000000..960ebf8f0
--- /dev/null
+++ b/test/test_artifacts/v2/scripts/run_fastapi_tests.sh
@@ -0,0 +1,9 @@
+#!/bin/bash
+
+fastapi_version=$(micromamba list | grep fastapi | tr -s ' ' | cut -d ' ' -f 3)
+
+git checkout tags/v$fastapi_version
+
+pip install -r requirements-tests.txt
+
+pytest tests/ -v -k "not test_tutorial"
diff --git a/test/test_artifacts/v2/scripts/run_ipywidgets_tests.sh b/test/test_artifacts/v2/scripts/run_ipywidgets_tests.sh
new file mode 100644
index 000000000..ba7afda24
--- /dev/null
+++ b/test/test_artifacts/v2/scripts/run_ipywidgets_tests.sh
@@ -0,0 +1,4 @@
+#!/bin/bash
+
+jupyter nbconvert --execute --to python tests/test_borders.ipynb
+jupyter nbconvert --execute --to python tests/test_sanitizer.ipynb
diff --git a/test/test_artifacts/v2/scripts/run_jinja2_tests.sh b/test/test_artifacts/v2/scripts/run_jinja2_tests.sh
new file mode 100644
index 000000000..e0cefa8a5
--- /dev/null
+++ b/test/test_artifacts/v2/scripts/run_jinja2_tests.sh
@@ -0,0 +1,74 @@
+#!/bin/bash
+
+set -e  
+
+# Test 1: Basic template
+python -c "
+from jinja2 import Template
+template = Template('Hello {{ name }}!')
+result = template.render(name='John')
+assert result == 'Hello John!', f'Expected \"Hello John!\", got \"{result}\"'
+"
+
+# Test 2: Conditional statements
+python -c "
+from jinja2 import Template
+template = Template('{% if user %}Hello, {{ user }}!{% else %}Hello, stranger!{% endif %}')
+result1 = template.render(user='Alice')
+result2 = template.render(user=None)
+assert result1 == 'Hello, Alice!', f'Expected \"Hello, Alice!\", got \"{result1}\"'
+assert result2 == 'Hello, stranger!', f'Expected \"Hello, stranger!\", got \"{result2}\"'
+"
+
+# Test 3: Loops
+python -c "
+from jinja2 import Template
+template = Template('{% for item in items %}{{ item }} {% endfor %}')
+result = template.render(items=['apple', 'banana', 'cherry'])
+assert result == 'apple banana cherry ', f'Expected \"apple banana cherry \", got \"{result}\"'
+"
+
+# Test 4: Filters
+python -c "
+from jinja2 import Template
+template = Template('{{ name|upper }}')
+result = template.render(name='john')
+assert result == 'JOHN', f'Expected \"JOHN\", got \"{result}\"'
+"
+
+# Test 5: File system loader
+echo "<h1>Hello, {{ name }}!</h1>" > /tmp/test_template.html
+python -c "
+from jinja2 import Environment, FileSystemLoader
+import os
+env = Environment(loader=FileSystemLoader('/tmp'))
+template = env.get_template('test_template.html')
+result = template.render(name='World')
+assert result == '<h1>Hello, World!</h1>', f'Expected \"<h1>Hello, World!</h1>\", got \"{result}\"'
+"
+rm /tmp/test_template.html
+
+python -c "
+from jinja2 import Template, TemplateSyntaxError
+try:
+    Template('{% if %}')
+    assert False, 'Should have raised TemplateSyntaxError'
+except TemplateSyntaxError:
+    print('Error handling test passed.')
+"
+
+# Test 7: Template inheritance
+# base template
+echo "{% block content %}Default content{% endblock %}" > /tmp/base.html
+# child template
+echo "{% extends 'base.html' %}{% block content %}Child content{% endblock %}" > /tmp/child.html
+
+python -c "
+from jinja2 import Environment, FileSystemLoader
+env = Environment(loader=FileSystemLoader('/tmp'))
+template = env.get_template('child.html')
+result = template.render()
+assert result == 'Child content', f'Expected \"Child content\", got \"{result}\"'
+"
+
+rm /tmp/base.html /tmp/child.html
diff --git a/test/test_artifacts/v2/scripts/run_jupyter_collaboration_tests.sh b/test/test_artifacts/v2/scripts/run_jupyter_collaboration_tests.sh
new file mode 100644
index 000000000..9775ffc80
--- /dev/null
+++ b/test/test_artifacts/v2/scripts/run_jupyter_collaboration_tests.sh
@@ -0,0 +1,5 @@
+#!/bin/bash
+
+pip install ".[test]"
+
+pytest tests/ -v
diff --git a/test/test_artifacts/v2/scripts/run_jupyter_scheduler_tests.sh b/test/test_artifacts/v2/scripts/run_jupyter_scheduler_tests.sh
new file mode 100644
index 000000000..7aa3b1c29
--- /dev/null
+++ b/test/test_artifacts/v2/scripts/run_jupyter_scheduler_tests.sh
@@ -0,0 +1,20 @@
+#!/bin/bash
+jupyter_scheduler_version=$(micromamba list | grep jupyter-scheduler | tr -s ' ' | cut -d ' ' -f 3)
+
+git checkout tags/v$jupyter_scheduler_version
+
+
+pip install ".[test]"
+
+test_files=(
+    "jupyter_scheduler/tests/test_execution_manager.py"
+    "jupyter_scheduler/tests/test_handlers.py"
+    "jupyter_scheduler/tests/test_job_files_manager.py"
+    "jupyter_scheduler/tests/test_orm.py"
+    "jupyter_scheduler/tests/test_scheduler.py"
+)
+
+for test_file in "${test_files[@]}"; do
+    echo "Running tests in $test_file"
+    pytest -v "$test_file"
+done
\ No newline at end of file
diff --git a/test/test_artifacts/v2/scripts/run_jupyter_server_proxy_tests.sh b/test/test_artifacts/v2/scripts/run_jupyter_server_proxy_tests.sh
new file mode 100644
index 000000000..7e76ab572
--- /dev/null
+++ b/test/test_artifacts/v2/scripts/run_jupyter_server_proxy_tests.sh
@@ -0,0 +1,18 @@
+#!/bin/bash
+
+jupyter_server_proxy_version=$(micromamba list | grep jupyter-server-proxy | tr -s ' ' | cut -d ' ' -f 3)
+
+git checkout tags/v$jupyter_server_proxy_version
+
+pip install ".[test]" 
+
+test_files=(
+    "tests/test_config.py"
+    "tests/test_proxies.py"
+    "tests/test_utils.py"
+)
+
+# Run each test file
+for test_file in "${test_files[@]}"; do
+    pytest -v "$test_file"
+done
diff --git a/test/test_artifacts/v2/scripts/run_jupyterlab_git_tests.sh b/test/test_artifacts/v2/scripts/run_jupyterlab_git_tests.sh
new file mode 100644
index 000000000..7022affe9
--- /dev/null
+++ b/test/test_artifacts/v2/scripts/run_jupyterlab_git_tests.sh
@@ -0,0 +1,9 @@
+#!/bin/bash
+
+jupyter_git_version=$(micromamba list | grep jupyter-git | tr -s ' ' | cut -d ' ' -f 3)
+
+git checkout tags/v$jupyter_git_version
+
+pip install ".[test]"
+
+pytest -v jupyterlab_git/tests/
diff --git a/test/test_artifacts/v2/scripts/run_jupyterlab_lsp_tests.sh b/test/test_artifacts/v2/scripts/run_jupyterlab_lsp_tests.sh
new file mode 100644
index 000000000..b7f5d6521
--- /dev/null
+++ b/test/test_artifacts/v2/scripts/run_jupyterlab_lsp_tests.sh
@@ -0,0 +1,69 @@
+#!/bin/bash
+
+#imports test
+python -c "import jupyter_lsp" || { echo "jupyter_lsp import test failed"; exit 1; }
+python -c "import jupyterlab_lsp" || { echo "jupyterlab_lsp import test failed"; exit 1; }
+
+TEST_DIR=$(mktemp -d)
+cd "$TEST_DIR"
+
+python - <<EOF
+import json
+from jupyter_lsp import LanguageServerManager 
+from jupyter_lsp.specs import SpecBase
+from jupyter_lsp.types import KeyedLanguageServerSpecs
+
+# Test LanguageServerManager
+manager = LanguageServerManager()
+
+# Test spec registration
+class TestSpec(SpecBase):
+    python_like = True
+    languages = ["python"]
+    display_name = "Test Python LSP"
+    
+    def is_installed(self):
+        return True
+
+# Register the test spec
+manager.register(TestSpec)
+
+# Get available languages
+available_languages = manager.language_servers
+assert "python" in available_languages, "Python language server not found"
+
+# Test spec retrieval
+specs = manager.get_language_server_specs()
+assert isinstance(specs, KeyedLanguageServerSpecs), "Invalid specs type"
+
+# Test configuration
+config = manager.get_configuration({})
+assert isinstance(config, dict), "Invalid configuration type"
+EOF
+
+# Python file creation and LSP detection
+cat << EOF > test.py
+def hello_world():
+    print("Hello, World!")
+    return None
+EOF
+
+# LSP functionality with the created file
+python - <<EOF
+import os
+from jupyter_lsp import LanguageServerManager
+
+manager = LanguageServerManager()
+
+# Test file detection
+current_dir = os.getcwd()
+test_file = os.path.join(current_dir, "test.py")
+assert os.path.exists(test_file), "Test file not created"
+
+# Test language detection
+file_types = manager.file_types_for_document(test_file)
+assert "python" in file_types, "Python file type not detected"
+EOF
+
+rm -rf "$TEST_DIR"
+
diff --git a/test/test_artifacts/v2/scripts/run_notebook_tests.sh b/test/test_artifacts/v2/scripts/run_notebook_tests.sh
new file mode 100644
index 000000000..2e82c237c
--- /dev/null
+++ b/test/test_artifacts/v2/scripts/run_notebook_tests.sh
@@ -0,0 +1,9 @@
+#!/bin/bash
+
+notebook_version=$(micromamba list | grep notebook | tr -s ' ' | cut -d ' ' -f 3)
+
+git checkout tags/v$notebook_version
+
+pip install ".[test]"
+
+pytest tests/ -v
\ No newline at end of file
diff --git a/test/test_artifacts/v2/scripts/run_pysdk_tests.sh b/test/test_artifacts/v2/scripts/run_pysdk_tests.sh
index ab9695561..883ca60fd 100644
--- a/test/test_artifacts/v2/scripts/run_pysdk_tests.sh
+++ b/test/test_artifacts/v2/scripts/run_pysdk_tests.sh
@@ -8,6 +8,7 @@ pysdk_version=$(micromamba list | grep sagemaker-python-sdk | tr -s ' ' | cut -d
 
 # Checkout the corresponding sagemaker-python-sdk version
 git checkout tags/v$pysdk_version
+git status
 
 # Install test dependencies of sagemaker-python-sdk
 # Using pip as some of the packages are not available on conda-forge
@@ -51,4 +52,4 @@ pytest tests/unit --ignore tests/unit/sagemaker/feature_store/ --ignore tests/un
     --deselect tests/unit/sagemaker/serve/builder/test_djl_builder.py::TestDjlBuilder::test_tune_for_djl_local_container_invoke_ex \
     --deselect tests/unit/sagemaker/serve/builder/test_djl_builder.py::TestDjlBuilder::test_tune_for_djl_local_container_load_ex \
     --deselect tests/unit/sagemaker/serve/builder/test_djl_builder.py::TestDjlBuilder::test_tune_for_djl_local_container_oom_ex \
-    --deselect tests/unit/sagemaker/tensorflow/test_estimator.py::test_insert_invalid_source_code_args || exit $?
+    --deselect tests/unit/sagemaker/tensorflow/test_estimator.py::test_insert_invalid_source_code_args || exit $?
\ No newline at end of file
diff --git a/test/test_artifacts/v2/scripts/run_python_lsp_server_tests.sh b/test/test_artifacts/v2/scripts/run_python_lsp_server_tests.sh
new file mode 100644
index 000000000..0fcb39a0a
--- /dev/null
+++ b/test/test_artifacts/v2/scripts/run_python_lsp_server_tests.sh
@@ -0,0 +1,13 @@
+#!/bin/bash
+
+# "Confirm that installation succeeded" by running this - https://github.com/python-lsp/python-lsp-server#installation
+pylsp --help
+
+python_lsp_server_version=$(micromamba list | grep python-lsp-server | tr -s ' ' | cut -d ' ' -f 3)
+
+git checkout tags/v$python_lsp_server_version
+
+pip install ".[test]"
+
+pytest -v test/
+
diff --git a/test/test_artifacts/v2/scripts/run_s3fs_tests.sh b/test/test_artifacts/v2/scripts/run_s3fs_tests.sh
index a211f87b9..6305fac6a 100644
--- a/test/test_artifacts/v2/scripts/run_s3fs_tests.sh
+++ b/test/test_artifacts/v2/scripts/run_s3fs_tests.sh
@@ -5,6 +5,8 @@ s3fs_version=$(micromamba list | grep s3fs | tr -s ' ' | cut -d ' ' -f 3)
 # Checkout the corresponding s3fs source code
 git checkout tags/$s3fs_version
 
+git branch
+
 # Install requirements
 # Remove portion incompatible with conda/mamba
 sed -i "s/; python_version < '3.3'//" test_requirements.txt
@@ -16,4 +18,11 @@ if [[ "$s3fs_version" == "2024.10.0" ]]; then
 fi
 micromamba install --freeze-installed -y --file test_requirements.txt
 
-pytest || exit $?
+
+# Skip test_info if version because the issue : https://github.com/aws/sagemaker-distribution/issues/559
+# Donot Skip the test after major verison bimp for s3fs.
+pytest -v s3fs/tests/test_s3fs.py -k "not test_info"
+pytest -v s3fs/tests/test_mapping.py
+pytest -v s3fs/tests/test_utils.py
+
+#pytest || exit $?
diff --git a/test/test_artifacts/v2/scripts/run_supervisor_tests.sh b/test/test_artifacts/v2/scripts/run_supervisor_tests.sh
new file mode 100644
index 000000000..886922062
--- /dev/null
+++ b/test/test_artifacts/v2/scripts/run_supervisor_tests.sh
@@ -0,0 +1,8 @@
+#!/bin/bash
+
+supervisor_version=$(micromamba list | grep supervisor | tr -s ' ' | cut -d ' ' -f 3)
+
+git checkout tags/v$supervisor_version
+
+pytest -v supervisor/tests/
+
diff --git a/test/test_artifacts/v2/scripts/run_torchvision_tests.sh b/test/test_artifacts/v2/scripts/run_torchvision_tests.sh
new file mode 100644
index 000000000..6f844fa8a
--- /dev/null
+++ b/test/test_artifacts/v2/scripts/run_torchvision_tests.sh
@@ -0,0 +1,17 @@
+#!/bin/bash
+
+set -e 
+
+torchvision_version=$(micromamba list | grep torchvision | tr -s ' ' | cut -d ' ' -f 3)
+
+git checkout tags/v$torchvision_version
+
+test_files=(
+    "test/test_utils.py"
+    "test/test_architecture_ops.py"
+    "test/test_backbone_utils.py"
+)
+
+for test_file in "${test_files[@]}"; do
+        pytest "$test_file" -v 
+done
diff --git a/test/test_artifacts/v2/scripts/run_uvicorn_tests.sh b/test/test_artifacts/v2/scripts/run_uvicorn_tests.sh
new file mode 100644
index 000000000..09ba9cc48
--- /dev/null
+++ b/test/test_artifacts/v2/scripts/run_uvicorn_tests.sh
@@ -0,0 +1,9 @@
+#!/bin/bash
+
+uvicorn_version=$(micromamba list | grep uvicorn | tr -s ' ' | cut -d ' ' -f 3)
+
+git checkout tags/v$uvicorn_version
+
+pip install -r requirements.txt
+
+pytest tests -v -k "not test_main.py"
diff --git a/test/test_artifacts/v2/scripts/run_xgboost_cpu_tests.sh b/test/test_artifacts/v2/scripts/run_xgboost_cpu_tests.sh
new file mode 100644
index 000000000..e57f0c198
--- /dev/null
+++ b/test/test_artifacts/v2/scripts/run_xgboost_cpu_tests.sh
@@ -0,0 +1,11 @@
+#!/bin/bash
+
+xgboost_cpu_version=$(micromamba list | grep py-xgboost | tr -s ' ' | cut -d ' ' -f 3)
+
+git checkout tags/v$xgboost_cpu_version
+
+python -m pytest tests/python/test_config.py -v -k "not test_nthread"
+python -m pytest tests/python/test_demos.py -v
+python -m pytest tests/python/test_basic_models.py -v -k "not test_custom_objective"
+
+#skipping nthread and test_custome_obejective due to need of nthread variable and logreboj
\ No newline at end of file
diff --git a/test/test_artifacts/v2/serve.test.Dockerfile b/test/test_artifacts/v2/serve.test.Dockerfile
deleted file mode 100644
index 19dd8d5d4..000000000
--- a/test/test_artifacts/v2/serve.test.Dockerfile
+++ /dev/null
@@ -1,6 +0,0 @@
-ARG SAGEMAKER_DISTRIBUTION_IMAGE
-FROM $SAGEMAKER_DISTRIBUTION_IMAGE
-
-ARG MAMBA_DOCKERFILE_ACTIVATE=1
-
-CMD ["python", "-c", "import fastapi, uvicorn, langchain"]
diff --git a/test/test_artifacts/v2/supervisor.test.Dockerfile b/test/test_artifacts/v2/supervisor.test.Dockerfile
new file mode 100644
index 000000000..e71952675
--- /dev/null
+++ b/test/test_artifacts/v2/supervisor.test.Dockerfile
@@ -0,0 +1,21 @@
+ARG SAGEMAKER_DISTRIBUTION_IMAGE
+FROM $SAGEMAKER_DISTRIBUTION_IMAGE
+
+ARG MAMBA_DOCKERFILE_ACTIVATE=1
+
+RUN sudo apt-get update && \
+    sudo apt-get install -y git
+
+RUN git clone https://github.com/Supervisor/supervisor.git 
+
+WORKDIR "supervisor"
+
+RUN micromamba install --freeze-installed -y -c conda-forge pytest
+
+RUN pip install -e .
+
+COPY --chown=$MAMBA_USER:$MAMBA_USER scripts/run_supervisor_tests.sh .
+
+RUN chmod +x run_supervisor_tests.sh
+
+CMD ["./run_supervisor_tests.sh"]
diff --git a/test/test_artifacts/v2/tf-keras.test.Dockerfile b/test/test_artifacts/v2/tf-keras.test.Dockerfile
new file mode 100644
index 000000000..3b22c0c49
--- /dev/null
+++ b/test/test_artifacts/v2/tf-keras.test.Dockerfile
@@ -0,0 +1,31 @@
+ARG SAGEMAKER_DISTRIBUTION_IMAGE
+FROM $SAGEMAKER_DISTRIBUTION_IMAGE
+
+ARG MAMBA_DOCKERFILE_ACTIVATE=1
+
+ENV OPENBLAS_NUM_THREADS=1
+
+RUN micromamba install -y --name base -c conda-forge pytest pytest-cov
+
+RUN echo '#!/bin/bash' > /home/sagemaker-user/run_tf_keras_tests.sh && \
+    echo 'set -e' >> /home/sagemaker-user/run_tf_keras_tests.sh && \
+    echo 'import_path=$(python -c "import tf_keras; print(tf_keras.__file__)")' >> /home/sagemaker-user/run_tf_keras_tests.sh && \
+    echo 'tf_keras_path=$(dirname "$import_path")' >> /home/sagemaker-user/run_tf_keras_tests.sh && \
+    echo 'echo "tf-keras path: $tf_keras_path"' >> /home/sagemaker-user/run_tf_keras_tests.sh && \
+    echo 'test_file="keras_doctest.py"' >> /home/sagemaker-user/run_tf_keras_tests.sh && \
+    echo 'test_path=$(find "$tf_keras_path" -name "$test_file" -print -quit)' >> /home/sagemaker-user/run_tf_keras_tests.sh && \
+    echo 'if [ -n "$test_path" ]; then' >> /home/sagemaker-user/run_tf_keras_tests.sh && \
+    echo '    echo "Running test: $test_path"' >> /home/sagemaker-user/run_tf_keras_tests.sh && \
+    echo '    pytest -v "$test_path"' >> /home/sagemaker-user/run_tf_keras_tests.sh && \
+    echo 'else' >> /home/sagemaker-user/run_tf_keras_tests.sh && \
+    echo '    echo "Test file not found: $test_file"' >> /home/sagemaker-user/run_tf_keras_tests.sh && \
+    echo '    echo "Available files in tf_keras:"' >> /home/sagemaker-user/run_tf_keras_tests.sh && \
+    echo '    find "$tf_keras_path" -name "*.py"' >> /home/sagemaker-user/run_tf_keras_tests.sh && \
+    echo '    exit 1' >> /home/sagemaker-user/run_tf_keras_tests.sh && \
+    echo 'fi' >> /home/sagemaker-user/run_tf_keras_tests.sh
+
+RUN chmod +x /home/sagemaker-user/run_tf_keras_tests.sh
+
+WORKDIR /home/sagemaker-user
+
+CMD ["./run_tf_keras_tests.sh"]
\ No newline at end of file
diff --git a/test/test_artifacts/v2/torchvision.test.Dockerfile b/test/test_artifacts/v2/torchvision.test.Dockerfile
new file mode 100644
index 000000000..ccde14fd0
--- /dev/null
+++ b/test/test_artifacts/v2/torchvision.test.Dockerfile
@@ -0,0 +1,19 @@
+ARG SAGEMAKER_DISTRIBUTION_IMAGE
+FROM $SAGEMAKER_DISTRIBUTION_IMAGE
+
+ARG MAMBA_DOCKERFILE_ACTIVATE=1
+
+ENV OPENBLAS_NUM_THREADS=1
+
+RUN sudo apt-get update && \
+    sudo apt-get install -y git && \
+    git clone --recursive https://github.com/pytorch/vision 
+
+WORKDIR "vision"
+
+RUN micromamba install -y -c conda-forge pytest
+
+COPY --chown=$MAMBA_USER:$MAMBA_USER scripts/run_torchvision_tests.sh .
+RUN chmod +x run_torchvision_tests.sh
+CMD ["./run_torchvision_tests.sh"]
+
diff --git a/test/test_artifacts/v2/uvicorn.test.Dockerfile b/test/test_artifacts/v2/uvicorn.test.Dockerfile
new file mode 100644
index 000000000..409c3bf0d
--- /dev/null
+++ b/test/test_artifacts/v2/uvicorn.test.Dockerfile
@@ -0,0 +1,19 @@
+ARG SAGEMAKER_DISTRIBUTION_IMAGE
+FROM $SAGEMAKER_DISTRIBUTION_IMAGE
+
+ARG MAMBA_DOCKERFILE_ACTIVATE=1
+
+RUN sudo apt-get update && \
+    sudo apt-get install -y git && \
+    git clone --recursive https://github.com/encode/uvicorn
+
+WORKDIR "uvicorn"
+
+RUN micromamba install --freeze-installed -y -c conda-forge pytest
+
+COPY --chown=$MAMBA_USER:$MAMBA_USER scripts/run_uvicorn_tests.sh .
+
+RUN chmod +x run_uvicorn_tests.sh
+
+CMD ["./run_uvicorn_tests.sh"]
+
diff --git a/test/test_artifacts/v2/xgboost-cpu.test.Dockerfile b/test/test_artifacts/v2/xgboost-cpu.test.Dockerfile
new file mode 100644
index 000000000..2b5cb01cf
--- /dev/null
+++ b/test/test_artifacts/v2/xgboost-cpu.test.Dockerfile
@@ -0,0 +1,19 @@
+ARG SAGEMAKER_DISTRIBUTION_IMAGE
+FROM $SAGEMAKER_DISTRIBUTION_IMAGE
+
+ARG MAMBA_DOCKERFILE_ACTIVATE=1
+
+ENV OPENBLAS_NUM_THREADS=1
+
+RUN sudo apt-get update && \
+    sudo apt-get install -y git && \
+    git clone --recursive https://github.com/dmlc/xgboost 
+
+WORKDIR "xgboost"
+
+RUN micromamba install --freeze-installed -y -c conda-forge xgboost hypothesis loky pytest pytest-timeout 
+
+COPY --chown=$MAMBA_USER:$MAMBA_USER scripts/run_xgboost_cpu_tests.sh .
+RUN chmod +x run_xgboost_cpu_tests.sh
+
+CMD ["./run_xgboost_cpu_tests.sh"]
diff --git a/test/test_artifacts/v3/fastapi.test.Dockerfile b/test/test_artifacts/v3/fastapi.test.Dockerfile
new file mode 100644
index 000000000..5a54c11b5
--- /dev/null
+++ b/test/test_artifacts/v3/fastapi.test.Dockerfile
@@ -0,0 +1,17 @@
+ARG SAGEMAKER_DISTRIBUTION_IMAGE
+FROM $SAGEMAKER_DISTRIBUTION_IMAGE
+
+ARG MAMBA_DOCKERFILE_ACTIVATE=1
+
+RUN sudo apt-get update && \
+    sudo apt-get install -y git && \
+    git clone --recursive https://github.com/fastapi/fastapi
+
+WORKDIR "fastapi"
+
+COPY --chown=$MAMBA_USER:$MAMBA_USER scripts/run_fastapi_tests.sh .
+
+RUN chmod +x run_fastapi_tests.sh
+
+CMD ["./run_fastapi_tests.sh"]
+
diff --git a/test/test_artifacts/v3/ipywidgets.test.Dockerfile b/test/test_artifacts/v3/ipywidgets.test.Dockerfile
new file mode 100644
index 000000000..c2d3235ac
--- /dev/null
+++ b/test/test_artifacts/v3/ipywidgets.test.Dockerfile
@@ -0,0 +1,20 @@
+ARG SAGEMAKER_DISTRIBUTION_IMAGE
+FROM $SAGEMAKER_DISTRIBUTION_IMAGE
+
+ARG MAMBA_DOCKERFILE_ACTIVATE=1
+
+ENV OPENBLAS_NUM_THREADS=1
+
+RUN sudo apt-get update && \
+    sudo apt-get install -y git
+
+RUN git clone https://github.com/jupyter-widgets/ipywidgets.git
+
+WORKDIR "ipywidgets"
+
+RUN pip install jupyter nbconvert
+
+COPY --chown=$MAMBA_USER:$MAMBA_USER scripts/run_ipywidgets_tests.sh ./
+RUN chmod +x run_ipywidgets_tests.sh
+
+CMD ["./run_ipywidgets_tests.sh"]
diff --git a/test/test_artifacts/v3/jinja2.test.Dockerfile b/test/test_artifacts/v3/jinja2.test.Dockerfile
new file mode 100644
index 000000000..be28d8f08
--- /dev/null
+++ b/test/test_artifacts/v3/jinja2.test.Dockerfile
@@ -0,0 +1,14 @@
+ARG SAGEMAKER_DISTRIBUTION_IMAGE
+FROM $SAGEMAKER_DISTRIBUTION_IMAGE
+
+ARG MAMBA_DOCKERFILE_ACTIVATE=1
+
+ENV OPENBLAS_NUM_THREADS=1
+
+RUN micromamba install -y -c conda-forge jinja2 
+
+COPY --chown=$MAMBA_USER:$MAMBA_USER scripts/run_jinja2_tests.sh ./
+
+RUN chmod +x run_jinja2_tests.sh
+
+CMD ["./run_jinja2_tests.sh"]
diff --git a/test/test_artifacts/v3/jupyter-collaboration.test.Dockerfile b/test/test_artifacts/v3/jupyter-collaboration.test.Dockerfile
index 0b005de10..a4ed91e4a 100644
--- a/test/test_artifacts/v3/jupyter-collaboration.test.Dockerfile
+++ b/test/test_artifacts/v3/jupyter-collaboration.test.Dockerfile
@@ -3,4 +3,15 @@ FROM $SAGEMAKER_DISTRIBUTION_IMAGE
 
 ARG MAMBA_DOCKERFILE_ACTIVATE=1
 
-CMD ["python", "-c", "import jupyter_collaboration; import jupyter_server_fileid; from jupyter_ydoc import YBlob; yblob = YBlob(); assert yblob.get() == b''; yblob.set(b'012'); assert yblob.get() == b'012'"]
+RUN sudo apt-get update && \
+    sudo apt-get install -y git 
+
+RUN git clone --recursive https://github.com/jupyterlab/jupyter-collaboration.git
+
+WORKDIR "jupyter-collaboration"
+
+COPY --chown=$MAMBA_USER:$MAMBA_USER scripts/run_jupyter_collaboration_tests.sh .
+
+RUN chmod +x run_jupyter_collaboration_tests.sh
+
+CMD ["./run_jupyter_collaboration_tests.sh"]
diff --git a/test/test_artifacts/v3/jupyter-scheduler.test.Dockerfile b/test/test_artifacts/v3/jupyter-scheduler.test.Dockerfile
new file mode 100644
index 000000000..0487bfa23
--- /dev/null
+++ b/test/test_artifacts/v3/jupyter-scheduler.test.Dockerfile
@@ -0,0 +1,17 @@
+ARG SAGEMAKER_DISTRIBUTION_IMAGE
+FROM $SAGEMAKER_DISTRIBUTION_IMAGE
+
+ARG MAMBA_DOCKERFILE_ACTIVATE=1
+
+RUN sudo apt-get update && \
+    sudo apt-get install -y git && \
+    git clone --recursive https://github.com/jupyter-server/jupyter-scheduler
+
+WORKDIR "jupyter-scheduler"
+
+COPY --chown=$MAMBA_USER:$MAMBA_USER scripts/run_jupyter_scheduler_tests.sh .
+
+RUN chmod +x run_jupyter_scheduler_tests.sh
+
+CMD ["./run_jupyter_scheduler_tests.sh"]
+
diff --git a/test/test_artifacts/v3/jupyter-server-proxy.test.Dockerfile b/test/test_artifacts/v3/jupyter-server-proxy.test.Dockerfile
new file mode 100644
index 000000000..f7e44e171
--- /dev/null
+++ b/test/test_artifacts/v3/jupyter-server-proxy.test.Dockerfile
@@ -0,0 +1,16 @@
+ARG SAGEMAKER_DISTRIBUTION_IMAGE
+FROM $SAGEMAKER_DISTRIBUTION_IMAGE
+
+ARG MAMBA_DOCKERFILE_ACTIVATE=1
+
+RUN sudo apt-get update && \
+    sudo apt-get install -y git && \
+    git clone --recursive https://github.com/jupyterhub/jupyter-server-proxy.git
+
+WORKDIR "jupyter-server-proxy"
+
+COPY --chown=$MAMBA_USER:$MAMBA_USER scripts/run_jupyter_server_proxy_tests.sh .
+
+RUN chmod +x run_jupyter_server_proxy_tests.sh
+
+CMD ["./run_jupyter_server_proxy_tests.sh"]
diff --git a/test/test_artifacts/v3/jupyterlab-git.test.Dockerfile b/test/test_artifacts/v3/jupyterlab-git.test.Dockerfile
index 7d5cbd96e..3b9faf863 100644
--- a/test/test_artifacts/v3/jupyterlab-git.test.Dockerfile
+++ b/test/test_artifacts/v3/jupyterlab-git.test.Dockerfile
@@ -3,4 +3,16 @@ FROM $SAGEMAKER_DISTRIBUTION_IMAGE
 
 ARG MAMBA_DOCKERFILE_ACTIVATE=1
 
-CMD ["python", "-c", "import jupyterlab_git"]
+RUN sudo apt-get update && \
+    sudo apt-get install -y git 
+
+RUN git clone --recursive https://github.com/jupyterlab/jupyterlab-git
+
+WORKDIR "jupyterlab-git"
+
+RUN micromamba install --freeze-installed -y -c conda-forge pytest
+
+COPY --chown=$MAMBA_USER:$MAMBA_USER scripts/run_jupyterlab_git_tests.sh .
+RUN chmod +x run_jupyterlab_git_tests.sh
+
+CMD ["./run_jupyterlab_git_tests.sh"]
diff --git a/test/test_artifacts/v3/jupyterlab-lsp.test.Dockerfile b/test/test_artifacts/v3/jupyterlab-lsp.test.Dockerfile
index c13df62a8..a44d32633 100644
--- a/test/test_artifacts/v3/jupyterlab-lsp.test.Dockerfile
+++ b/test/test_artifacts/v3/jupyterlab-lsp.test.Dockerfile
@@ -3,5 +3,7 @@ FROM $SAGEMAKER_DISTRIBUTION_IMAGE
 
 ARG MAMBA_DOCKERFILE_ACTIVATE=1
 
-CMD ["python", "-c", "import jupyter_lsp"]
-CMD ["python", "-c", "import jupyterlab_lsp"]
+COPY --chown=$MAMBA_USER:$MAMBA_USER scripts/run_jupyterlab_lsp_tests.sh ./
+RUN chmod +x run_jupyterlab_lsp_tests.sh
+
+CMD ["./run_jupyterlab_lsp_tests.sh"]
diff --git a/test/test_artifacts/v3/langchain.test.Dockerfile b/test/test_artifacts/v3/langchain.test.Dockerfile
new file mode 100644
index 000000000..80309ab11
--- /dev/null
+++ b/test/test_artifacts/v3/langchain.test.Dockerfile
@@ -0,0 +1,28 @@
+ARG SAGEMAKER_DISTRIBUTION_IMAGE
+FROM $SAGEMAKER_DISTRIBUTION_IMAGE
+
+ARG MAMBA_DOCKERFILE_ACTIVATE=1
+
+ENV OPENBLAS_NUM_THREADS=1
+
+RUN micromamba install -y -c conda-forge pytest
+
+# Create the test script
+RUN echo '#!/bin/bash' > /home/sagemaker-user/run_langchain_tests.sh && \
+    echo 'set -e' >> /home/sagemaker-user/run_langchain_tests.sh && \
+    echo 'echo "Langchain version: $(python -c "import langchain; print(langchain.__version__)")"' >> /home/sagemaker-user/run_langchain_tests.sh && \
+    echo 'langchain_path=$(python -c "import langchain; import os; print(os.path.dirname(langchain.__file__))")' >> /home/sagemaker-user/run_langchain_tests.sh && \
+    echo 'test_path="${langchain_path}/tests/unit_tests"' >> /home/sagemaker-user/run_langchain_tests.sh && \
+    echo 'if [ -d "$test_path" ]; then' >> /home/sagemaker-user/run_langchain_tests.sh && \
+    echo '    pytest "$test_path" -v' >> /home/sagemaker-user/run_langchain_tests.sh && \
+    echo 'else' >> /home/sagemaker-user/run_langchain_tests.sh && \
+    echo '    echo "Unit tests directory not found at $test_path"' >> /home/sagemaker-user/run_langchain_tests.sh && \
+    echo '    echo "Available files in langchain directory:"' >> /home/sagemaker-user/run_langchain_tests.sh && \
+    echo '    find "$langchain_path" -name "*.py"' >> /home/sagemaker-user/run_langchain_tests.sh && \
+    echo 'fi' >> /home/sagemaker-user/run_langchain_tests.sh
+
+RUN chmod +x /home/sagemaker-user/run_langchain_tests.sh
+
+WORKDIR /home/sagemaker-user
+
+CMD ["./run_langchain_tests.sh"]
\ No newline at end of file
diff --git a/test/test_artifacts/v3/notebook.test.Dockerfile b/test/test_artifacts/v3/notebook.test.Dockerfile
index 9afb9e08d..6832d2e08 100644
--- a/test/test_artifacts/v3/notebook.test.Dockerfile
+++ b/test/test_artifacts/v3/notebook.test.Dockerfile
@@ -3,4 +3,14 @@ FROM $SAGEMAKER_DISTRIBUTION_IMAGE
 
 ARG MAMBA_DOCKERFILE_ACTIVATE=1
 
-CMD ["python", "-c", "import notebook"]
+RUN sudo apt-get update && \
+    sudo apt-get install -y git && \
+    git clone --recursive https://github.com/jupyter/notebook
+
+WORKDIR "notebook"
+
+COPY --chown=$MAMBA_USER:$MAMBA_USER scripts/run_notebook_tests.sh .
+
+RUN chmod +x run_notebook_tests.sh
+
+CMD ["./run_notebook_tests.sh"]
diff --git a/test/test_artifacts/v3/pyhive.test.Dockerfile b/test/test_artifacts/v3/pyhive.test.Dockerfile
new file mode 100644
index 000000000..8259c098c
--- /dev/null
+++ b/test/test_artifacts/v3/pyhive.test.Dockerfile
@@ -0,0 +1,17 @@
+ARG SAGEMAKER_DISTRIBUTION_IMAGE
+FROM $SAGEMAKER_DISTRIBUTION_IMAGE
+
+ARG MAMBA_DOCKERFILE_ACTIVATE=1
+
+RUN sudo apt-get update && \
+    sudo apt-get install -y git && \
+    git clone --recursive https://github.com/dropbox/PyHive.git
+
+WORKDIR "PyHive"
+
+RUN micromamba install --freeze-installed -y -c conda-forge pytest
+
+COPY --chown=$MAMBA_USER:$MAMBA_USER scripts/run_pyhive_tests.sh .
+RUN chmod +x run_pyhive_tests.sh
+
+CMD ["./run_pyhive_tests.sh"]
diff --git a/test/test_artifacts/v3/python-lsp-server.test.Dockerfile b/test/test_artifacts/v3/python-lsp-server.test.Dockerfile
index eb73f0e06..3d1946d5f 100644
--- a/test/test_artifacts/v3/python-lsp-server.test.Dockerfile
+++ b/test/test_artifacts/v3/python-lsp-server.test.Dockerfile
@@ -3,5 +3,12 @@ FROM $SAGEMAKER_DISTRIBUTION_IMAGE
 
 ARG MAMBA_DOCKERFILE_ACTIVATE=1
 
-# "Confirm that installation succeeded" by running this - https://github.com/python-lsp/python-lsp-server#installation
-CMD ["pylsp", "--help"]
+RUN sudo apt-get update && \
+    sudo apt-get install -y git && \
+    git clone --recursive https://github.com/python-lsp/python-lsp-server
+
+WORKDIR "python-lsp"
+
+COPY --chown=$MAMBA_USER:$MAMBA_USER scripts/run_python_lsp_server_tests.sh .
+
+RUN chmod +x run_python_lsp_server_tests.sh
diff --git a/test/test_artifacts/v3/run_pandas_tests.py b/test/test_artifacts/v3/run_pandas_tests.py
index a286443f2..ee6dc3839 100644
--- a/test/test_artifacts/v3/run_pandas_tests.py
+++ b/test/test_artifacts/v3/run_pandas_tests.py
@@ -24,7 +24,9 @@
         "-m",
         "(not slow and not network and not db and not clipboard)",
         "-k",
-        "(not test_network and not s3 and not test_plain_axes)",
+        "(not test_network and not s3 and not test_plain_axes and not test_xsqlite_execute_closed_connection and not test_sql)",
+        "-W",
+        "ignore::PendingDeprecationWarning",
         "--no-strict-data-files",
         "--ignore",
         "pandas/tests/frame/test_arithmetic.py::TestFrameFlexArithmetic::test_floordiv_axis0_numexpr_path",
diff --git a/test/test_artifacts/v3/scikit-learn.test.Dockerfile b/test/test_artifacts/v3/scikit-learn.test.Dockerfile
new file mode 100644
index 000000000..bb4e6a28f
--- /dev/null
+++ b/test/test_artifacts/v3/scikit-learn.test.Dockerfile
@@ -0,0 +1,23 @@
+ARG SAGEMAKER_DISTRIBUTION_IMAGE
+FROM $SAGEMAKER_DISTRIBUTION_IMAGE
+
+ARG MAMBA_DOCKERFILE_ACTIVATE=1
+
+ENV OPENBLAS_NUM_THREADS=1
+
+RUN micromamba install -y --name base -c conda-forge pytest pytest-cov
+
+RUN echo '#!/bin/bash' > /home/sagemaker-user/run_scikit_learn_tests.sh && \
+    echo 'import_path=$(python -c "import sklearn; print(sklearn.__file__)")' >> /home/sagemaker-user/run_scikit_learn_tests.sh && \
+    echo 'sklearn_path=$(dirname "$import_path")' >> /home/sagemaker-user/run_scikit_learn_tests.sh && \
+    echo 'test_files=("test_base.py" "test_init.py")' >> /home/sagemaker-user/run_scikit_learn_tests.sh && \
+    echo 'for test_file in "${test_files[@]}"; do' >> /home/sagemaker-user/run_scikit_learn_tests.sh && \
+    echo '    echo "Running tests in $test_file"' >> /home/sagemaker-user/run_scikit_learn_tests.sh && \
+    echo '    pytest -v "$sklearn_path/tests/$test_file"' >> /home/sagemaker-user/run_scikit_learn_tests.sh && \
+    echo 'done' >> /home/sagemaker-user/run_scikit_learn_tests.sh
+
+RUN chmod +x /home/sagemaker-user/run_scikit_learn_tests.sh
+
+WORKDIR /home/sagemaker-user
+
+CMD ["./run_scikit_learn_tests.sh"]
\ No newline at end of file
diff --git a/test/test_artifacts/v3/scripts/run_fastapi_tests.sh b/test/test_artifacts/v3/scripts/run_fastapi_tests.sh
new file mode 100644
index 000000000..960ebf8f0
--- /dev/null
+++ b/test/test_artifacts/v3/scripts/run_fastapi_tests.sh
@@ -0,0 +1,9 @@
+#!/bin/bash
+
+fastapi_version=$(micromamba list | grep fastapi | tr -s ' ' | cut -d ' ' -f 3)
+
+git checkout tags/v$fastapi_version
+
+pip install -r requirements-tests.txt
+
+pytest tests/ -v -k "not test_tutorial"
diff --git a/test/test_artifacts/v3/scripts/run_ipywidgets_tests.sh b/test/test_artifacts/v3/scripts/run_ipywidgets_tests.sh
new file mode 100644
index 000000000..ba7afda24
--- /dev/null
+++ b/test/test_artifacts/v3/scripts/run_ipywidgets_tests.sh
@@ -0,0 +1,4 @@
+#!/bin/bash
+
+jupyter nbconvert --execute --to python tests/test_borders.ipynb
+jupyter nbconvert --execute --to python tests/test_sanitizer.ipynb
diff --git a/test/test_artifacts/v3/scripts/run_jinja2_tests.sh b/test/test_artifacts/v3/scripts/run_jinja2_tests.sh
new file mode 100644
index 000000000..e0cefa8a5
--- /dev/null
+++ b/test/test_artifacts/v3/scripts/run_jinja2_tests.sh
@@ -0,0 +1,74 @@
+#!/bin/bash
+
+set -e  
+
+# Test 1: Basic template
+python -c "
+from jinja2 import Template
+template = Template('Hello {{ name }}!')
+result = template.render(name='John')
+assert result == 'Hello John!', f'Expected \"Hello John!\", got \"{result}\"'
+"
+
+# Test 2: Conditional statements
+python -c "
+from jinja2 import Template
+template = Template('{% if user %}Hello, {{ user }}!{% else %}Hello, stranger!{% endif %}')
+result1 = template.render(user='Alice')
+result2 = template.render(user=None)
+assert result1 == 'Hello, Alice!', f'Expected \"Hello, Alice!\", got \"{result1}\"'
+assert result2 == 'Hello, stranger!', f'Expected \"Hello, stranger!\", got \"{result2}\"'
+"
+
+# Test 3: Loops
+python -c "
+from jinja2 import Template
+template = Template('{% for item in items %}{{ item }} {% endfor %}')
+result = template.render(items=['apple', 'banana', 'cherry'])
+assert result == 'apple banana cherry ', f'Expected \"apple banana cherry \", got \"{result}\"'
+"
+
+# Test 4: Filters
+python -c "
+from jinja2 import Template
+template = Template('{{ name|upper }}')
+result = template.render(name='john')
+assert result == 'JOHN', f'Expected \"JOHN\", got \"{result}\"'
+"
+
+# Test 5: File system loader
+echo "<h1>Hello, {{ name }}!</h1>" > /tmp/test_template.html
+python -c "
+from jinja2 import Environment, FileSystemLoader
+import os
+env = Environment(loader=FileSystemLoader('/tmp'))
+template = env.get_template('test_template.html')
+result = template.render(name='World')
+assert result == '<h1>Hello, World!</h1>', f'Expected \"<h1>Hello, World!</h1>\", got \"{result}\"'
+"
+rm /tmp/test_template.html
+
+python -c "
+from jinja2 import Template, TemplateSyntaxError
+try:
+    Template('{% if %}')
+    assert False, 'Should have raised TemplateSyntaxError'
+except TemplateSyntaxError:
+    print('Error handling test passed.')
+"
+
+# Test 7: Template inheritance
+# base template
+echo "{% block content %}Default content{% endblock %}" > /tmp/base.html
+# child template
+echo "{% extends 'base.html' %}{% block content %}Child content{% endblock %}" > /tmp/child.html
+
+python -c "
+from jinja2 import Environment, FileSystemLoader
+env = Environment(loader=FileSystemLoader('/tmp'))
+template = env.get_template('child.html')
+result = template.render()
+assert result == 'Child content', f'Expected \"Child content\", got \"{result}\"'
+"
+
+rm /tmp/base.html /tmp/child.html
diff --git a/test/test_artifacts/v3/scripts/run_jupyter_collaboration_tests.sh b/test/test_artifacts/v3/scripts/run_jupyter_collaboration_tests.sh
new file mode 100644
index 000000000..9775ffc80
--- /dev/null
+++ b/test/test_artifacts/v3/scripts/run_jupyter_collaboration_tests.sh
@@ -0,0 +1,5 @@
+#!/bin/bash
+
+pip install ".[test]"
+
+pytest tests/ -v
diff --git a/test/test_artifacts/v3/scripts/run_jupyter_scheduler_tests.sh b/test/test_artifacts/v3/scripts/run_jupyter_scheduler_tests.sh
new file mode 100644
index 000000000..7aa3b1c29
--- /dev/null
+++ b/test/test_artifacts/v3/scripts/run_jupyter_scheduler_tests.sh
@@ -0,0 +1,20 @@
+#!/bin/bash
+jupyter_scheduler_version=$(micromamba list | grep jupyter-scheduler | tr -s ' ' | cut -d ' ' -f 3)
+
+git checkout tags/v$jupyter_scheduler_version
+
+
+pip install ".[test]"
+
+test_files=(
+    "jupyter_scheduler/tests/test_execution_manager.py"
+    "jupyter_scheduler/tests/test_handlers.py"
+    "jupyter_scheduler/tests/test_job_files_manager.py"
+    "jupyter_scheduler/tests/test_orm.py"
+    "jupyter_scheduler/tests/test_scheduler.py"
+)
+
+for test_file in "${test_files[@]}"; do
+    echo "Running tests in $test_file"
+    pytest -v "$test_file"
+done
\ No newline at end of file
diff --git a/test/test_artifacts/v3/scripts/run_jupyter_server_proxy_tests.sh b/test/test_artifacts/v3/scripts/run_jupyter_server_proxy_tests.sh
new file mode 100644
index 000000000..7e76ab572
--- /dev/null
+++ b/test/test_artifacts/v3/scripts/run_jupyter_server_proxy_tests.sh
@@ -0,0 +1,18 @@
+#!/bin/bash
+
+jupyter_server_proxy_version=$(micromamba list | grep jupyter-server-proxy | tr -s ' ' | cut -d ' ' -f 3)
+
+git checkout tags/v$jupyter_server_proxy_version
+
+pip install ".[test]" 
+
+test_files=(
+    "tests/test_config.py"
+    "tests/test_proxies.py"
+    "tests/test_utils.py"
+)
+
+# Run each test file
+for test_file in "${test_files[@]}"; do
+    pytest -v "$test_file"
+done
diff --git a/test/test_artifacts/v3/scripts/run_jupyterlab_git_tests.sh b/test/test_artifacts/v3/scripts/run_jupyterlab_git_tests.sh
new file mode 100644
index 000000000..7022affe9
--- /dev/null
+++ b/test/test_artifacts/v3/scripts/run_jupyterlab_git_tests.sh
@@ -0,0 +1,9 @@
+#!/bin/bash
+
+jupyter_git_version=$(micromamba list | grep jupyter-git | tr -s ' ' | cut -d ' ' -f 3)
+
+git checkout tags/v$jupyter_git_version
+
+pip install ".[test]"
+
+pytest -v jupyterlab_git/tests/
diff --git a/test/test_artifacts/v3/scripts/run_jupyterlab_lsp_tests.sh b/test/test_artifacts/v3/scripts/run_jupyterlab_lsp_tests.sh
new file mode 100644
index 000000000..b7f5d6521
--- /dev/null
+++ b/test/test_artifacts/v3/scripts/run_jupyterlab_lsp_tests.sh
@@ -0,0 +1,69 @@
+#!/bin/bash
+
+#imports test
+python -c "import jupyter_lsp" || { echo "jupyter_lsp import test failed"; exit 1; }
+python -c "import jupyterlab_lsp" || { echo "jupyterlab_lsp import test failed"; exit 1; }
+
+TEST_DIR=$(mktemp -d)
+cd "$TEST_DIR"
+
+python - <<EOF
+import json
+from jupyter_lsp import LanguageServerManager 
+from jupyter_lsp.specs import SpecBase
+from jupyter_lsp.types import KeyedLanguageServerSpecs
+
+# Test LanguageServerManager
+manager = LanguageServerManager()
+
+# Test spec registration
+class TestSpec(SpecBase):
+    python_like = True
+    languages = ["python"]
+    display_name = "Test Python LSP"
+    
+    def is_installed(self):
+        return True
+
+# Register the test spec
+manager.register(TestSpec)
+
+# Get available languages
+available_languages = manager.language_servers
+assert "python" in available_languages, "Python language server not found"
+
+# Test spec retrieval
+specs = manager.get_language_server_specs()
+assert isinstance(specs, KeyedLanguageServerSpecs), "Invalid specs type"
+
+# Test configuration
+config = manager.get_configuration({})
+assert isinstance(config, dict), "Invalid configuration type"
+EOF
+
+# Python file creation and LSP detection
+cat << EOF > test.py
+def hello_world():
+    print("Hello, World!")
+    return None
+EOF
+
+# LSP functionality with the created file
+python - <<EOF
+import os
+from jupyter_lsp import LanguageServerManager
+
+manager = LanguageServerManager()
+
+# Test file detection
+current_dir = os.getcwd()
+test_file = os.path.join(current_dir, "test.py")
+assert os.path.exists(test_file), "Test file not created"
+
+# Test language detection
+file_types = manager.file_types_for_document(test_file)
+assert "python" in file_types, "Python file type not detected"
+EOF
+
+rm -rf "$TEST_DIR"
+
diff --git a/test/test_artifacts/v3/scripts/run_notebook_tests.sh b/test/test_artifacts/v3/scripts/run_notebook_tests.sh
new file mode 100644
index 000000000..2e82c237c
--- /dev/null
+++ b/test/test_artifacts/v3/scripts/run_notebook_tests.sh
@@ -0,0 +1,9 @@
+#!/bin/bash
+
+notebook_version=$(micromamba list | grep notebook | tr -s ' ' | cut -d ' ' -f 3)
+
+git checkout tags/v$notebook_version
+
+pip install ".[test]"
+
+pytest tests/ -v
\ No newline at end of file
diff --git a/test/test_artifacts/v3/scripts/run_python_lsp_server_tests.sh b/test/test_artifacts/v3/scripts/run_python_lsp_server_tests.sh
new file mode 100644
index 000000000..0fcb39a0a
--- /dev/null
+++ b/test/test_artifacts/v3/scripts/run_python_lsp_server_tests.sh
@@ -0,0 +1,13 @@
+#!/bin/bash
+
+# "Confirm that installation succeeded" by running this - https://github.com/python-lsp/python-lsp-server#installation
+pylsp --help
+
+python_lsp_server_version=$(micromamba list | grep python-lsp-server | tr -s ' ' | cut -d ' ' -f 3)
+
+git checkout tags/v$python_lsp_server_version
+
+pip install ".[test]"
+
+pytest -v test/
+
diff --git a/test/test_artifacts/v3/scripts/run_s3fs_tests.sh b/test/test_artifacts/v3/scripts/run_s3fs_tests.sh
index a211f87b9..6305fac6a 100644
--- a/test/test_artifacts/v3/scripts/run_s3fs_tests.sh
+++ b/test/test_artifacts/v3/scripts/run_s3fs_tests.sh
@@ -5,6 +5,8 @@ s3fs_version=$(micromamba list | grep s3fs | tr -s ' ' | cut -d ' ' -f 3)
 # Checkout the corresponding s3fs source code
 git checkout tags/$s3fs_version
 
+git branch
+
 # Install requirements
 # Remove portion incompatible with conda/mamba
 sed -i "s/; python_version < '3.3'//" test_requirements.txt
@@ -16,4 +18,11 @@ if [[ "$s3fs_version" == "2024.10.0" ]]; then
 fi
 micromamba install --freeze-installed -y --file test_requirements.txt
 
-pytest || exit $?
+
+# Skip test_info if version because the issue : https://github.com/aws/sagemaker-distribution/issues/559
+# Donot Skip the test after major verison bimp for s3fs.
+pytest -v s3fs/tests/test_s3fs.py -k "not test_info"
+pytest -v s3fs/tests/test_mapping.py
+pytest -v s3fs/tests/test_utils.py
+
+#pytest || exit $?
diff --git a/test/test_artifacts/v3/scripts/run_supervisor_tests.sh b/test/test_artifacts/v3/scripts/run_supervisor_tests.sh
new file mode 100644
index 000000000..886922062
--- /dev/null
+++ b/test/test_artifacts/v3/scripts/run_supervisor_tests.sh
@@ -0,0 +1,8 @@
+#!/bin/bash
+
+supervisor_version=$(micromamba list | grep supervisor | tr -s ' ' | cut -d ' ' -f 3)
+
+git checkout tags/v$supervisor_version
+
+pytest -v supervisor/tests/
+
diff --git a/test/test_artifacts/v3/scripts/run_torchvision_tests.sh b/test/test_artifacts/v3/scripts/run_torchvision_tests.sh
new file mode 100644
index 000000000..6f844fa8a
--- /dev/null
+++ b/test/test_artifacts/v3/scripts/run_torchvision_tests.sh
@@ -0,0 +1,17 @@
+#!/bin/bash
+
+set -e 
+
+torchvision_version=$(micromamba list | grep torchvision | tr -s ' ' | cut -d ' ' -f 3)
+
+git checkout tags/v$torchvision_version
+
+test_files=(
+    "test/test_utils.py"
+    "test/test_architecture_ops.py"
+    "test/test_backbone_utils.py"
+)
+
+for test_file in "${test_files[@]}"; do
+        pytest "$test_file" -v 
+done
diff --git a/test/test_artifacts/v3/scripts/run_uvicorn_tests.sh b/test/test_artifacts/v3/scripts/run_uvicorn_tests.sh
new file mode 100644
index 000000000..09ba9cc48
--- /dev/null
+++ b/test/test_artifacts/v3/scripts/run_uvicorn_tests.sh
@@ -0,0 +1,9 @@
+#!/bin/bash
+
+uvicorn_version=$(micromamba list | grep uvicorn | tr -s ' ' | cut -d ' ' -f 3)
+
+git checkout tags/v$uvicorn_version
+
+pip install -r requirements.txt
+
+pytest tests -v -k "not test_main.py"
diff --git a/test/test_artifacts/v3/scripts/run_xgboost_cpu_tests.sh b/test/test_artifacts/v3/scripts/run_xgboost_cpu_tests.sh
new file mode 100644
index 000000000..e57f0c198
--- /dev/null
+++ b/test/test_artifacts/v3/scripts/run_xgboost_cpu_tests.sh
@@ -0,0 +1,11 @@
+#!/bin/bash
+
+xgboost_cpu_version=$(micromamba list | grep py-xgboost | tr -s ' ' | cut -d ' ' -f 3)
+
+git checkout tags/v$xgboost_cpu_version
+
+python -m pytest tests/python/test_config.py -v -k "not test_nthread"
+python -m pytest tests/python/test_demos.py -v
+python -m pytest tests/python/test_basic_models.py -v -k "not test_custom_objective"
+
+#skipping nthread and test_custome_obejective due to need of nthread variable and logreboj
\ No newline at end of file
diff --git a/test/test_artifacts/v3/serve.test.Dockerfile b/test/test_artifacts/v3/serve.test.Dockerfile
deleted file mode 100644
index 19dd8d5d4..000000000
--- a/test/test_artifacts/v3/serve.test.Dockerfile
+++ /dev/null
@@ -1,6 +0,0 @@
-ARG SAGEMAKER_DISTRIBUTION_IMAGE
-FROM $SAGEMAKER_DISTRIBUTION_IMAGE
-
-ARG MAMBA_DOCKERFILE_ACTIVATE=1
-
-CMD ["python", "-c", "import fastapi, uvicorn, langchain"]
diff --git a/test/test_artifacts/v3/supervisor.test.Dockerfile b/test/test_artifacts/v3/supervisor.test.Dockerfile
new file mode 100644
index 000000000..e71952675
--- /dev/null
+++ b/test/test_artifacts/v3/supervisor.test.Dockerfile
@@ -0,0 +1,21 @@
+ARG SAGEMAKER_DISTRIBUTION_IMAGE
+FROM $SAGEMAKER_DISTRIBUTION_IMAGE
+
+ARG MAMBA_DOCKERFILE_ACTIVATE=1
+
+RUN sudo apt-get update && \
+    sudo apt-get install -y git
+
+RUN git clone https://github.com/Supervisor/supervisor.git 
+
+WORKDIR "supervisor"
+
+RUN micromamba install --freeze-installed -y -c conda-forge pytest
+
+RUN pip install -e .
+
+COPY --chown=$MAMBA_USER:$MAMBA_USER scripts/run_supervisor_tests.sh .
+
+RUN chmod +x run_supervisor_tests.sh
+
+CMD ["./run_supervisor_tests.sh"]
diff --git a/test/test_artifacts/v3/tf-keras.test.Dockerfile b/test/test_artifacts/v3/tf-keras.test.Dockerfile
new file mode 100644
index 000000000..3b22c0c49
--- /dev/null
+++ b/test/test_artifacts/v3/tf-keras.test.Dockerfile
@@ -0,0 +1,31 @@
+ARG SAGEMAKER_DISTRIBUTION_IMAGE
+FROM $SAGEMAKER_DISTRIBUTION_IMAGE
+
+ARG MAMBA_DOCKERFILE_ACTIVATE=1
+
+ENV OPENBLAS_NUM_THREADS=1
+
+RUN micromamba install -y --name base -c conda-forge pytest pytest-cov
+
+RUN echo '#!/bin/bash' > /home/sagemaker-user/run_tf_keras_tests.sh && \
+    echo 'set -e' >> /home/sagemaker-user/run_tf_keras_tests.sh && \
+    echo 'import_path=$(python -c "import tf_keras; print(tf_keras.__file__)")' >> /home/sagemaker-user/run_tf_keras_tests.sh && \
+    echo 'tf_keras_path=$(dirname "$import_path")' >> /home/sagemaker-user/run_tf_keras_tests.sh && \
+    echo 'echo "tf-keras path: $tf_keras_path"' >> /home/sagemaker-user/run_tf_keras_tests.sh && \
+    echo 'test_file="keras_doctest.py"' >> /home/sagemaker-user/run_tf_keras_tests.sh && \
+    echo 'test_path=$(find "$tf_keras_path" -name "$test_file" -print -quit)' >> /home/sagemaker-user/run_tf_keras_tests.sh && \
+    echo 'if [ -n "$test_path" ]; then' >> /home/sagemaker-user/run_tf_keras_tests.sh && \
+    echo '    echo "Running test: $test_path"' >> /home/sagemaker-user/run_tf_keras_tests.sh && \
+    echo '    pytest -v "$test_path"' >> /home/sagemaker-user/run_tf_keras_tests.sh && \
+    echo 'else' >> /home/sagemaker-user/run_tf_keras_tests.sh && \
+    echo '    echo "Test file not found: $test_file"' >> /home/sagemaker-user/run_tf_keras_tests.sh && \
+    echo '    echo "Available files in tf_keras:"' >> /home/sagemaker-user/run_tf_keras_tests.sh && \
+    echo '    find "$tf_keras_path" -name "*.py"' >> /home/sagemaker-user/run_tf_keras_tests.sh && \
+    echo '    exit 1' >> /home/sagemaker-user/run_tf_keras_tests.sh && \
+    echo 'fi' >> /home/sagemaker-user/run_tf_keras_tests.sh
+
+RUN chmod +x /home/sagemaker-user/run_tf_keras_tests.sh
+
+WORKDIR /home/sagemaker-user
+
+CMD ["./run_tf_keras_tests.sh"]
\ No newline at end of file
diff --git a/test/test_artifacts/v3/torchvision.test.Dockerfile b/test/test_artifacts/v3/torchvision.test.Dockerfile
new file mode 100644
index 000000000..ccde14fd0
--- /dev/null
+++ b/test/test_artifacts/v3/torchvision.test.Dockerfile
@@ -0,0 +1,19 @@
+ARG SAGEMAKER_DISTRIBUTION_IMAGE
+FROM $SAGEMAKER_DISTRIBUTION_IMAGE
+
+ARG MAMBA_DOCKERFILE_ACTIVATE=1
+
+ENV OPENBLAS_NUM_THREADS=1
+
+RUN sudo apt-get update && \
+    sudo apt-get install -y git && \
+    git clone --recursive https://github.com/pytorch/vision 
+
+WORKDIR "vision"
+
+RUN micromamba install -y -c conda-forge pytest
+
+COPY --chown=$MAMBA_USER:$MAMBA_USER scripts/run_torchvision_tests.sh .
+RUN chmod +x run_torchvision_tests.sh
+CMD ["./run_torchvision_tests.sh"]
+
diff --git a/test/test_artifacts/v3/uvicorn.test.Dockerfile b/test/test_artifacts/v3/uvicorn.test.Dockerfile
new file mode 100644
index 000000000..409c3bf0d
--- /dev/null
+++ b/test/test_artifacts/v3/uvicorn.test.Dockerfile
@@ -0,0 +1,19 @@
+ARG SAGEMAKER_DISTRIBUTION_IMAGE
+FROM $SAGEMAKER_DISTRIBUTION_IMAGE
+
+ARG MAMBA_DOCKERFILE_ACTIVATE=1
+
+RUN sudo apt-get update && \
+    sudo apt-get install -y git && \
+    git clone --recursive https://github.com/encode/uvicorn
+
+WORKDIR "uvicorn"
+
+RUN micromamba install --freeze-installed -y -c conda-forge pytest
+
+COPY --chown=$MAMBA_USER:$MAMBA_USER scripts/run_uvicorn_tests.sh .
+
+RUN chmod +x run_uvicorn_tests.sh
+
+CMD ["./run_uvicorn_tests.sh"]
+
diff --git a/test/test_artifacts/v3/xgboost-cpu.test.Dockerfile b/test/test_artifacts/v3/xgboost-cpu.test.Dockerfile
new file mode 100644
index 000000000..2b5cb01cf
--- /dev/null
+++ b/test/test_artifacts/v3/xgboost-cpu.test.Dockerfile
@@ -0,0 +1,19 @@
+ARG SAGEMAKER_DISTRIBUTION_IMAGE
+FROM $SAGEMAKER_DISTRIBUTION_IMAGE
+
+ARG MAMBA_DOCKERFILE_ACTIVATE=1
+
+ENV OPENBLAS_NUM_THREADS=1
+
+RUN sudo apt-get update && \
+    sudo apt-get install -y git && \
+    git clone --recursive https://github.com/dmlc/xgboost 
+
+WORKDIR "xgboost"
+
+RUN micromamba install --freeze-installed -y -c conda-forge xgboost hypothesis loky pytest pytest-timeout 
+
+COPY --chown=$MAMBA_USER:$MAMBA_USER scripts/run_xgboost_cpu_tests.sh .
+RUN chmod +x run_xgboost_cpu_tests.sh
+
+CMD ["./run_xgboost_cpu_tests.sh"]
diff --git a/test/test_dockerfile_based_harness.py b/test/test_dockerfile_based_harness.py
index 103a5c5ca..b8f3a6b1e 100644
--- a/test/test_dockerfile_based_harness.py
+++ b/test/test_dockerfile_based_harness.py
@@ -37,7 +37,7 @@
         ("jupyter-collaboration.test.Dockerfile", ["jupyter-collaboration"]),
         ("jupyter-dash.test.Dockerfile", ["jupyter-dash"]),
         ("jupyterlab-lsp.test.Dockerfile", ["jupyterlab-lsp"]),
-        ("python-lsp-server.test.Dockerfile", ["jupyter-lsp-server"]),
+        ("python-lsp-server.test.Dockerfile", ["python-lsp-server"]),
         ("sagemaker-code-editor.test.Dockerfile", ["sagemaker-code-editor"]),
         ("notebook.test.Dockerfile", ["notebook"]),
         ("glue-sessions.test.Dockerfile", ["aws-glue-sessions"]),
@@ -56,7 +56,7 @@
             "amazon_sagemaker_sql_editor.test.Dockerfile",
             ["amazon_sagemaker_sql_editor"],
         ),
-        ("serve.test.Dockerfile", ["langchain"]),
+        ("langchain.test.Dockerfile", ["langchain"]),
         ("langchain-aws.test.Dockerfile", ["langchain-aws"]),
         ("mlflow.test.Dockerfile", ["mlflow"]),
         (
@@ -67,6 +67,15 @@
         ("s3fs.test.Dockerfile", ["s3fs"]),
         ("seaborn.test.Dockerfile", ["seaborn"]),
         ("sagemaker-recovery-mode.test.Dockerfile", ["sagemaker-jupyterlab-extension"]),
+        ("jinja2.test.Dockerfile", ["jinja2"]),
+        ("uvicorn.test.Dockerfile", ["uvicorn"]),
+        ("fastapi.test.Dockerfile", ["fastapi"]),
+        ("scikit-learn.test.Dockerfile", ["scikit-learn"]),
+        ("jupyter-scheduler.test.Dockerfile", ["jupyter-scheduler"]),
+        ("jupyter-server-proxy.test.Dockerfile", ["jupyter-server-proxy"]),
+        ("ipywidgets.test.Dockerfile", ["ipywidgets"]),
+        ("supervisor.test.Dockerfile", ["supervisor"]),
+        ("xgboost-cpu.test.Dockerfile", ["xgboost"]),
         ("sagemaker_workflows.test.Dockerfile", ["sagemaker_workflows"]),
         ("sagemaker_workflows_artifacts.test.Dockerfile", ["sagemaker_workflows"]),
         ("sagemaker_studio.test.Dockerfile", ["sagemaker_studio"]),
@@ -109,10 +118,11 @@ def test_dockerfiles_for_cpu(
         ("pytorch.examples.Dockerfile", ["pytorch"]),
         ("tensorflow.examples.Dockerfile", ["tensorflow"]),
         ("glue-sessions.test.Dockerfile", ["aws-glue-sessions"]),
+        ("scikit-learn.test.Dockerfile", ["scikit-learn"]),
         ("jupyter-ai.test.Dockerfile", ["jupyter-ai"]),
         ("jupyter-dash.test.Dockerfile", ["jupyter-dash"]),
         ("jupyterlab-lsp.test.Dockerfile", ["jupyterlab-lsp"]),
-        ("python-lsp-server.test.Dockerfile", ["jupyter-lsp-server"]),
+        ("python-lsp-server.test.Dockerfile", ["python-lsp-server"]),
         ("sagemaker-code-editor.test.Dockerfile", ["sagemaker-code-editor"]),
         ("notebook.test.Dockerfile", ["notebook"]),
         ("glue-sessions.test.Dockerfile", ["aws-glue-sessions"]),
@@ -131,7 +141,7 @@ def test_dockerfiles_for_cpu(
             "amazon_sagemaker_sql_editor.test.Dockerfile",
             ["amazon_sagemaker_sql_editor"],
         ),
-        ("serve.test.Dockerfile", ["langchain"]),
+        ("langchain.test.Dockerfile", ["langchain"]),
         ("langchain-aws.test.Dockerfile", ["langchain-aws"]),
         ("mlflow.test.Dockerfile", ["mlflow"]),
         ("sagemaker-mlflow.test.Dockerfile", ["sagemaker-mlflow"]),
@@ -144,8 +154,18 @@ def test_dockerfiles_for_cpu(
         ("s3fs.test.Dockerfile", ["s3fs"]),
         ("seaborn.test.Dockerfile", ["seaborn"]),
         ("sagemaker-recovery-mode.test.Dockerfile", ["sagemaker-jupyterlab-extension"]),
-        ("s3fs.test.Dockerfile", ["s3fs"]),
         ("seaborn.test.Dockerfile", ["seaborn"]),
+        ("jinja2.test.Dockerfile", ["jinja2"]),
+        ("uvicorn.test.Dockerfile", ["uvicorn"]),
+        ("fastapi.test.Dockerfile", ["fastapi"]),
+        ("torchvision.test.Dockerfile", ["torchvision"]),
+        ("jupyter-scheduler.test.Dockerfile", ["jupyter-scheduler"]),
+        ("ipywidgets.test.Dockerfile", ["ipywidgets"]),
+        ("supervisor.test.Dockerfile", ["supervisor"]),
+        ("tf-keras.test.Dockerfile", ["tf-keras"]),
+        ("xgboost-gpu.test.Dockerfile", ["xgboost"]),
+        ("jupyter-collaboration.test.Dockerfile", ["jupyter-collaboration"]),
+        ("jupyter-server-proxy.test.Dockerfile", ["jupyter-server-proxy"]),
         ("sagemaker_workflows.test.Dockerfile", ["sagemaker_workflows"]),
         ("sagemaker_workflows_artifacts.test.Dockerfile", ["sagemaker_workflows"]),
         ("sagemaker_studio.test.Dockerfile", ["sagemaker_studio"]),