@@ -135,12 +135,8 @@ jobs:
     strategy:
       matrix:
         os: [ ubuntu-latest,  macos-14 ]
-        python-version: [ "3.10", "3.11", "3.12"]
+        python-version: ["3.11", "3.12"]
         from-source: [ True, False ]
-        exclude:
-          # Skip macOS 14 with Python 3.10 due to gettext library issues
-          - os: macos-14
-            python-version: "3.10"
     env:
       # this script is for testing servers
       # it starts server with timeout and checks whether process killed by timeout (started healthy) or died by itself
@@ -191,13 +187,13 @@ jobs:
           VERSION_WITHOUT_PREFIX: ${{ steps.get-version.outputs.version_without_prefix }}
         run: |
           feast version
-          if ! VERSION_OUTPUT=$(feast version); then
-            echo "Error: Failed to get Feast version."
-            exit 1
-          fi
-          VERSION_OUTPUT=$(printf '%s\n' "$VERSION_OUTPUT" | python -c 'import re, sys; print(re.sub(r"\x1b\[[0-9;]*[A-Za-z]", "", sys.stdin.read()).strip())')
-          VERSION_REGEX='[0-9]+\.[0-9]+\.[0-9]+(\.dev[0-9]+)?'
-          OUTPUT_REGEX="^Feast SDK Version: \"${VERSION_REGEX}\"$"
+          if ! VERSION_OUTPUT=$(feast version); then
+            echo "Error: Failed to get Feast version."
+            exit 1
+          fi
+          VERSION_OUTPUT=$(printf '%s\n' "$VERSION_OUTPUT" | python -c 'import re, sys; print(re.sub(r"\x1b\[[0-9;]*[A-Za-z]", "", sys.stdin.read()).strip())')
+          VERSION_REGEX='[0-9]+\.[0-9]+\.[0-9]+(\.dev[0-9]+)?'
+          OUTPUT_REGEX="^Feast SDK Version: \"${VERSION_REGEX}\"$"
           VERSION=$(echo "$VERSION_OUTPUT" | grep -oE "$VERSION_REGEX")
           OUTPUT=$(echo "$VERSION_OUTPUT" | grep -E "$OUTPUT_REGEX")
           echo "Installed Feast Version: $VERSION and using Feast Version: $VERSION_WITHOUT_PREFIX"
 
@@ -12,7 +12,7 @@ jobs:
     strategy:
       fail-fast: false
       matrix:
-        python-version: ["3.10", "3.11", "3.12"]
+        python-version: ["3.11", "3.12"]
         os: [ ubuntu-latest ]
     env:
       OS: ${{ matrix.os }}
 
@@ -24,12 +24,9 @@ jobs:
     strategy:
       fail-fast: false
       matrix:
-        python-version: ["3.10", "3.11", "3.12"]
+        python-version: ["3.11", "3.12"]
         os: [ ubuntu-latest, macos-14 ]
-        exclude:
-          - os: macos-14
-            python-version: "3.10"
-
+  
     env:
       OS: ${{ matrix.os }}
       PYTHON: ${{ matrix.python-version }}
 
@@ -8,7 +8,7 @@ tasks:
       uv pip install pre-commit
       pre-commit install --hook-type pre-commit --hook-type pre-push
       source .venv/bin/activate
-      export PYTHON=3.10 && make install-python-dependencies-dev
+      export PYTHON=3.11 && make install-python-dependencies-dev
     #   git config --global alias.ci 'commit -s'
     #   git config --global alias.sw switch
     #   git config --global alias.st status
 
@@ -3,7 +3,7 @@ version: 2
 build:
   os: ubuntu-24.04
   tools:
-    python: "3.10"
+    python: "3.11"
 
 sphinx:
    configuration: sdk/python/docs/source/conf.py
 
@@ -39,7 +39,7 @@ endif
 TRINO_VERSION ?= 376
 PYTHON_VERSION = ${shell python --version | grep -Eo '[0-9]\.[0-9]+'}
 
-PYTHON_VERSIONS := 3.10 3.11 3.12
+PYTHON_VERSIONS := 3.11 3.12
 
 define get_env_name
 $(subst .,,py$(1))
 
@@ -458,7 +458,7 @@ If you are using `pyenv` to manage your Python versions, you can install the SQL
 PYTHON_CONFIGURE_OPTS="--enable-loadable-sqlite-extensions" \
     LDFLAGS="-L/opt/homebrew/opt/sqlite/lib" \
     CPPFLAGS="-I/opt/homebrew/opt/sqlite/include" \
-    pyenv install 3.10.14
+    pyenv install 3.11
 ```
 
 And you can the Feast install package via:
 
@@ -24,10 +24,10 @@ batch_engine:
   role: sysadmin
   warehouse: demo_wh
   database: FEAST
-  python_udf_runtime_version: "3.10"
+  python_udf_runtime_version: "3.11"
 ```
 {% endcode %}
 
 ## Configuration
 
-* `python_udf_runtime_version` *(optional, default: `"3.10"`)* -- The Snowflake Python UDF `RUNTIME_VERSION` used when Feast deploys its materialization UDFs. Snowflake periodically decommissions old Python UDF runtimes (for example, the 3.9 runtime was decommissioned, requiring Feast to bump its default to 3.10 -- see [#6606](https://github.com/feast-dev/feast/issues/6606)). If Snowflake decommissions the 3.10 runtime in the future, set this field to a still-supported version (e.g. `"3.11"`) instead of waiting for a new Feast release.
+* `python_udf_runtime_version` *(optional, default: `"3.11"`)* -- The Snowflake Python UDF `RUNTIME_VERSION` used when Feast deploys its materialization UDFs. Snowflake periodically decommissions old Python UDF runtimes (for example, the 3.9 runtime was decommissioned, requiring Feast to bump its default to 3.11 -- see [#6606](https://github.com/feast-dev/feast/issues/6606)). If Snowflake decommissions the 3.11 runtime in the future, set this field to a still-supported version (e.g. `"3.12"`) instead of waiting for a new Feast release.
@@ -20,7 +20,7 @@ The typical RAG process involves:
 
 ## Prerequisites
 
-- Python 3.10 or later
+- Python 3.11 or later
 - Feast installed with Milvus support: `pip install feast[milvus, nlp]`
 - A basic understanding of feature stores and vector embeddings
 
 
@@ -111,7 +111,7 @@ Feast is a natural fit for this checkpoint layer because it already provides:
 
 ## Prerequisites
 
-- Python 3.10+
+- Python 3.11+
 - Feast with MCP and Milvus support
 - OpenAI API key (for live tool-calling; demo mode works without it)