diff --git a/.github/workflows/deploy.yml b/.github/workflows/deploy.yml
index 44131cb4..b434b5a0 100644
--- a/.github/workflows/deploy.yml
+++ b/.github/workflows/deploy.yml
@@ -16,7 +16,7 @@ jobs:
       - name: Set up Python
         uses: actions/setup-python@v4
         with:
-          python-version: "3.10"
+          python-version: "3.11"
       - name: Install dependencies
         run: |
           pip install -Ur requirements.txt
diff --git a/.github/workflows/docs.yml b/.github/workflows/docs.yml
index 90be685c..e4f27786 100644
--- a/.github/workflows/docs.yml
+++ b/.github/workflows/docs.yml
@@ -11,7 +11,7 @@ jobs:
     runs-on: ubuntu-latest
     strategy:
       matrix:
-        python-version: [ "3.7", "3.8", "3.9", "3.10" ]
+        python-version: [ "3.7", "3.8", "3.9", "3.10", "3.11" ]
 
     steps:
       - uses: actions/checkout@v3
diff --git a/.github/workflows/formatting.yml b/.github/workflows/formatting.yml
index 72991179..2ccfa104 100644
--- a/.github/workflows/formatting.yml
+++ b/.github/workflows/formatting.yml
@@ -7,7 +7,7 @@ jobs:
     runs-on: ubuntu-latest
     strategy:
       matrix:
-        python-version: [ "3.7", "3.8", "3.9", "3.10" ]
+        python-version: [ "3.7", "3.8", "3.9", "3.10", "3.11" ]
 
     steps:
       - uses: actions/checkout@v3
diff --git a/.github/workflows/linting.yml b/.github/workflows/linting.yml
index 1f1148ea..8c49ac8d 100644
--- a/.github/workflows/linting.yml
+++ b/.github/workflows/linting.yml
@@ -7,7 +7,7 @@ jobs:
     runs-on: ubuntu-latest
     strategy:
       matrix:
-        python-version: [ "3.7", "3.8", "3.9", "3.10" ]
+        python-version: [ "3.7", "3.8", "3.9", "3.10", "3.11" ]
 
     steps:
       - uses: actions/checkout@v3
diff --git a/.github/workflows/python-publish.yml b/.github/workflows/python-publish.yml
index 2b0971a1..4f0c1d9b 100644
--- a/.github/workflows/python-publish.yml
+++ b/.github/workflows/python-publish.yml
@@ -17,7 +17,7 @@ jobs:
       - name: Set up Python
         uses: actions/setup-python@v4
         with:
-          python-version: "3.10"
+          python-version: "3.11"
       - name: Install dependencies
         run: |
           python -m pip install --upgrade pip
diff --git a/.github/workflows/tests.yml b/.github/workflows/tests.yml
index 32e28d45..aabea774 100644
--- a/.github/workflows/tests.yml
+++ b/.github/workflows/tests.yml
@@ -7,7 +7,7 @@ jobs:
     runs-on: ubuntu-latest
     strategy:
       matrix:
-        python-version: [ "3.7", "3.8", "3.9", "3.10" ]
+        python-version: [ "3.7", "3.8", "3.9", "3.10", "3.11" ]
 
     steps:
       - uses: actions/checkout@v3
@@ -28,7 +28,7 @@ jobs:
     runs-on: windows-latest
     strategy:
       matrix:
-        python-version: [ "3.7", "3.8", "3.9" ] # pip install requirements fail on 3.10
+        python-version: [ "3.7", "3.8", "3.9" ] # pip install requirements fail on 3.10 and 3.11 because of Fasttext
 
     steps:
       - uses: actions/checkout@v3
diff --git a/CHANGELOG.md b/CHANGELOG.md
index 09427670..87ffa126 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -296,3 +296,5 @@
   - Fixed tags converter bug with data processor.
 
 ## dev
+
+ - Add Python 3.11
diff --git a/codecov_push.sh b/codecov_push.sh
index 3777fb58..8f90141d 100755
--- a/codecov_push.sh
+++ b/codecov_push.sh
@@ -2,11 +2,11 @@
 # To run using ZSH: zsh -i ./codecov_push.sh
 # To run using bash: bash -i ./codecov_push.sh
 
-# We do test on Python 3.10
+# We do test on Python 3.11 (latest Python version)
 
 # Create a new Python env for Deepparse tests and activate it
-conda create --name deepparse_pytest_3_10 python=3.10 -y --force
-conda activate deepparse_pytest_3_10
+conda create --name deepparse_pytest_3_11 python=3.11 -y --force
+conda activate deepparse_pytest_3_11
 
 # Install dependencies
 pip install -Ur tests/requirements.txt
@@ -15,7 +15,7 @@ pip install -Ur requirements.txt
 # Run pytest from conda env
 echo "*****Running test in Conda*****"
 # --live-stream is to remove the Conda capture of the stream
-conda run -n deepparse_pytest_3_10 --live-stream pytest --cov ./deepparse --cov-report html --cov-report xml --cov-config=.coveragerc
+conda run -n deepparse_pytest_3_11 --live-stream pytest --cov ./deepparse --cov-report html --cov-report xml --cov-config=.coveragerc
 
 # Push the coverage file
 ./codecov -f coverage.xml -n unittest-integrationtest -t $CODECOVKEYDEEPPARSE
@@ -23,4 +23,4 @@ conda run -n deepparse_pytest_3_10 --live-stream pytest --cov ./deepparse --cov-
 # close conda env
 conda deactivate
 
-conda env remove -n deepparse_pytest_3_10
+conda env remove -n deepparse_pytest_3_11
diff --git a/run_tests_python_envs.sh b/run_tests_python_envs.sh
index 23e23359..aa3f8b7d 100755
--- a/run_tests_python_envs.sh
+++ b/run_tests_python_envs.sh
@@ -1,7 +1,9 @@
 #!/bin/sh
+# To run using ZSH: zsh -i ./codecov_push.sh
+# To run using bash: bash -i ./codecov_push.sh
 
-# We test on Deepparse supported Python versions, namely, 3.7, 3.8, 3.9 and 3.10
-echo "*****Starting of testing Deepparse on Python version 3.7, 3.8, 3.9, 3.10*****"
+# We test on Deepparse supported Python versions, namely, 3.7, 3.8, 3.9, 3.10 and 3.11
+echo "*****Starting of testing Deepparse on Python version 3.7, 3.8, 3.9, 3.10, 3.11*****"
 
 # We export the reports into a directory. But to do so, we need to move into that directory
 # and run pytest from there
@@ -94,7 +96,29 @@ fi
 conda deactivate
 
 # Cleanup the conda env
-conda env remove -n deepparse_pytest_3_10
+conda env remove -n deepparse_pytest_3_11
+
+# Create a new Python env 3.11
+conda create --name deepparse_pytest_3_11 python=3.11 -y --force
+conda activate deepparse_pytest_3_11
+
+# Install dependencies
+pip install -Ur ../tests/requirements.txt
+pip install -Ur ../requirements.txt
+
+# Run pytest from conda env
+echo "*****Running test in Conda Python version 3.11*****"
+conda run -n deepparse_pytest_3_11 --live-stream pytest --cov ../deepparse --cov-report html:html_report_3_11 --cov-report xml:export_xml_report_3_11.xml --cov-config=.coveragerc ../tests
+
+if [ $? -eq 0 ]; then
+  python3_11_tests_res=1
+fi
+
+# close conda env
+conda deactivate
+
+# Cleanup the conda env
+conda env remove -n deepparse_pytest_3_11
 
 # All tests env print
 echo "*****The results of the tests are:"
@@ -128,6 +152,13 @@ else
   echo "Fail for Python 3.10"
 fi
 
+if [ $python3_11_tests_res -eq 1 ]; then
+  echo "Success for Python 3.11"
+else
+  return_status=1
+  echo "Fail for Python 3.11"
+fi
+
 if [ $return_status -eq 1 ]; then
   exit 1
 else
diff --git a/setup.py b/setup.py
index 6ff9812e..53c6818a 100644
--- a/setup.py
+++ b/setup.py
@@ -62,6 +62,7 @@ def main():
             "Programming Language :: Python :: 3.8",
             "Programming Language :: Python :: 3.9",
             "Programming Language :: Python :: 3.10",
+            "Programming Language :: Python :: 3.11",
             "Topic :: Software Development :: Libraries",
             "Topic :: Software Development :: Libraries :: Python Modules",
             "Topic :: Scientific/Engineering",