diff --git a/.github/workflows/continous-integration.yml b/.github/workflows/continous-integration.yml
index 2bf17b3..892472a 100644
--- a/.github/workflows/continous-integration.yml
+++ b/.github/workflows/continous-integration.yml
@@ -174,6 +174,10 @@ jobs:
       run: |
         make run-duckling
 
+    - name: Make test results directory
+      run: |
+        mkdir tests
+
     - name: Run e2e passing tests
       env:
         OPENAI_API_KEY: ${{secrets.OPENAI_API_KEY}}
@@ -181,7 +185,14 @@ jobs:
         RASA_DUCKLING_HTTP_URL: ${{secrets.DUCKLING_URL}}
         RASA_PRO_BETA_INTENTLESS: true
       run: |
-        make test-passing
+        make test-passing 
+
+    - name: Save test-passing results
+      if: failure()
+      uses: actions/upload-artifact@0b7f8abb1508181956e8e162db84b466c27e18ce
+      with:
+        name: test-passing-results
+        path: tests/
 
     - name: Run e2e flaky tests
       if: always()
@@ -194,6 +205,7 @@ jobs:
         make test-flaky || true
 
     - name: Run e2e failing tests
+      id: run-e2e-failing-tests 
       if: always()
       env:
         OPENAI_API_KEY: ${{secrets.OPENAI_API_KEY}}
@@ -203,6 +215,13 @@ jobs:
       run: |
         make test-failing | grep '0 passed'
 
+    - name: Save test-failing results
+      if: failure() && steps.run-e2e-failing-tests.outcome == 'failure'
+      uses: actions/upload-artifact@0b7f8abb1508181956e8e162db84b466c27e18ce
+      with:
+        name: test-failing-results
+        path: tests/*passed.yml
+
     - name: Stop Duckling server
       run: |
           make stop-duckling
@@ -282,6 +301,10 @@ jobs:
       run: |
         make run-duckling
 
+    - name: Make test results directory
+      run: |
+        mkdir tests
+
     - name: Run e2e passing tests with assertions
       env:
         OPENAI_API_KEY: ${{secrets.OPENAI_API_KEY}}
@@ -289,7 +312,14 @@ jobs:
         RASA_DUCKLING_HTTP_URL: ${{secrets.DUCKLING_URL}}
         RASA_PRO_BETA_E2E_ASSERTIONS: true
       run: |
-        make test-passing-assertions
+        make test-passing-assertions 
+
+    - name: Save test-passing-assertions results
+      if: failure()
+      uses: actions/upload-artifact@0b7f8abb1508181956e8e162db84b466c27e18ce
+      with:
+        name: test-passing-assertions-results
+        path: tests/
 
     - name: Run e2e flaky tests with assertions
       if: always()
@@ -302,6 +332,7 @@ jobs:
         make test-flaky-assertions || true
 
     - name: Run e2e failing tests with assertions
+      id: run-e2e-failing-tests-with-assertions
       if: always()
       env:
         OPENAI_API_KEY: ${{secrets.OPENAI_API_KEY}}
@@ -311,6 +342,13 @@ jobs:
       run: |
         make test-failing-assertions | grep '0 passed'
 
+    - name: Save test-failing-assertions results
+      if: failure() && steps.run-e2e-failing-tests-with-assertions.outcome == 'failure'
+      uses: actions/upload-artifact@0b7f8abb1508181956e8e162db84b466c27e18ce
+      with:
+        name: test-failing-assertions-results
+        path: tests/*passed.yml
+
     - name: Stop Duckling server
       run: |
           make stop-duckling
@@ -381,6 +419,10 @@ jobs:
       run: |
         make run-duckling
 
+    - name: Make test results directory
+      run: |
+        mkdir tests
+
     - name: Run e2e passing tests with stub custom actions
       env:
         OPENAI_API_KEY: ${{secrets.OPENAI_API_KEY}}
@@ -389,7 +431,14 @@ jobs:
         RASA_PRO_BETA_E2E_ASSERTIONS: true
         RASA_PRO_BETA_STUB_CUSTOM_ACTION: true
       run: |
-        make test-passing-stub-custom-actions
+        make test-passing-stub-custom-actions 
+
+    - name: Save test-stub-custom-actions-passing results
+      if: failure()
+      uses: actions/upload-artifact@0b7f8abb1508181956e8e162db84b466c27e18ce
+      with:
+        name: test-stub-custom-actions-passing-results
+        path: tests/
 
     - name: Stop Duckling server
       run: |
diff --git a/Makefile b/Makefile
index 856e69c..838b7fa 100644
--- a/Makefile
+++ b/Makefile
@@ -75,16 +75,16 @@ actions:
 	poetry run rasa run actions
 
 test-passing: .EXPORT_ALL_VARIABLES
-	poetry run rasa test e2e e2e_tests/passing
+	poetry run rasa test e2e e2e_tests/passing --e2e-results
 
 test-flaky: .EXPORT_ALL_VARIABLES
-	poetry run rasa test e2e e2e_tests/flaky
+	poetry run rasa test e2e e2e_tests/flaky --e2e-results
 
 test-failing: .EXPORT_ALL_VARIABLES
-	poetry run rasa test e2e e2e_tests/failing
+	poetry run rasa test e2e e2e_tests/failing --e2e-results
 
 test-multistep: .EXPORT_ALL_VARIABLES
-	poetry run rasa test e2e e2e_tests/multistep
+	poetry run rasa test e2e e2e_tests/multistep --e2e-results
 
 test-one: .EXPORT_ALL_VARIABLES
 	poetry run rasa test e2e $(target) --debug
@@ -93,13 +93,13 @@ stop-duckling:
 	docker stop duckling_container
 
 test-passing-assertions: .EXPORT_ALL_VARIABLES
-	poetry run rasa test e2e e2e_tests_with_assertions/passing
+	poetry run rasa test e2e e2e_tests_with_assertions/passing --e2e-results
 
 test-flaky-assertions: .EXPORT_ALL_VARIABLES
-	poetry run rasa test e2e e2e_tests_with_assertions/flaky
+	poetry run rasa test e2e e2e_tests_with_assertions/flaky --e2e-results
 
 test-failing-assertions: .EXPORT_ALL_VARIABLES
-	poetry run rasa test e2e e2e_tests_with_assertions/failing
+	poetry run rasa test e2e e2e_tests_with_assertions/failing --e2e-results
 
 make test-passing-stub-custom-actions: .EXPORT_ALL_VARIABLES
-	poetry run rasa test e2e e2e_tests_with_stub_custom_actions/passing
+	poetry run rasa test e2e e2e_tests_with_stub_custom_actions/passing --e2e-results
diff --git a/README.md b/README.md
index cd23348..af01693 100644
--- a/README.md
+++ b/README.md
@@ -9,7 +9,7 @@ This demo showcases a chatbot built with Rasa's LLM-native approach: [CALM](http
 > CALM's current stage of development.
 
 > [!NOTE]
-> This demo bot is currently compatible with `3.9.3`.
+> This demo bot is currently compatible with `3.10.1`.
 
 ## Terms of Use
 
@@ -244,8 +244,8 @@ and run end-to-end tests.
 > please refer our documentation [here](https://rasa.com/docs/rasa-pro/installation/python/installation).
 
 > [!NOTE]
-> If you want to check out the state of the demo bot compatible with Rasa 3.8.8, please check out the branch
-> [3.8.x](https://github.com/RasaHQ/rasa-calm-demo/tree/3.8.x).
+> If you want to check out the state of the demo bot compatible with Rasa 3.9, please check out the branch
+> [3.9.x](https://github.com/RasaHQ/rasa-calm-demo/tree/3.9.x).
 
 Prerequisites:
 - rasa pro license
@@ -370,7 +370,7 @@ rasa inspect --debug
 rasa shell --debug
 ```
 
-### Running e2e test
+### Running e2e tests
 
 The demo bot comes with a set of e2e tests, categorized into two primary groups: 
 **failing**, and **passing**. These tests are organized not per individual flow but 
@@ -444,4 +444,39 @@ make rasa-test-multistep
 or
 ```commandline
 run rasa test e2e e2e_tests/multistep
-```
\ No newline at end of file
+```
+
+#### E2E tests with assertions
+To enable the feature, please set the environment variable `RASA_PRO_BETA_E2E_ASSERTIONS` to true in your testing environment.
+
+`export RASA_PRO_BETA_E2E_ASSERTIONS=true`
+
+To run **all the tests**:
+
+```commandline
+rasa test e2e e2e_tests_with_assertions
+```
+
+------
+
+To run **passing/failing/flaky** tests:
+```commandline
+rasa test e2e e2e_tests_with_assertions/passing
+```
+```commandline
+rasa test e2e e2e_tests_with_assertions/failing
+```
+```commandline
+rasa test e2e e2e_tests_with_assertions/flaky
+```
+
+------
+
+To run a **single test** , provide the path to a 
+target test:
+
+```commandline
+rasa test e2e e2e_tests_with_assertions/tests/path/to/a/target/test.yml
+```
+
+------
diff --git a/actions/action_increase_clarification_count.py b/actions/action_increase_clarification_count.py
new file mode 100644
index 0000000..27609ed
--- /dev/null
+++ b/actions/action_increase_clarification_count.py
@@ -0,0 +1,23 @@
+from rasa_sdk.events import SlotSet
+from rasa_sdk import Action, Tracker
+from rasa_sdk.executor import CollectingDispatcher
+
+
+class ActionIncreaseClarificationCount(Action):
+    """Action which clarifies which flow to start."""
+
+    def name(self) -> str:
+        """Return the flow name."""
+        return "action_increase_clarification_count"
+
+    def run(
+        self,
+        dispatcher: CollectingDispatcher,
+        tracker: Tracker,
+        domain: dict
+    ) -> list:
+        attempts = tracker.get_slot("clarification_count")
+        if not attempts:
+            attempts = 0
+
+        return [SlotSet("clarification_count", attempts + 1)]
diff --git a/actions/authenticate_user.py b/actions/authenticate_user.py
index 6dbbeee..2279f31 100644
--- a/actions/authenticate_user.py
+++ b/actions/authenticate_user.py
@@ -13,13 +13,16 @@ def run(self, dispatcher: CollectingDispatcher, tracker: Tracker,
         # Retrieve the user credentials from slots
         user_name = tracker.get_slot("user_name")
         user_password = tracker.get_slot("user_password")
+        attempts = tracker.get_slot("login_failed_attempts")
+        if not attempts:
+            attempts = 0
 
         # Dummy authentication.
         # Placeholder for user authentication, in real scenarios the username and
         # password should be checked against a database.
-        authenticated = True
+        authenticated = not (user_name == "John" and user_password == "1234")
 
         if authenticated:
             return [SlotSet("is_user_logged_in", True)]
         else:
-            return [SlotSet("is_user_logged_in", False)]
\ No newline at end of file
+            return [SlotSet("is_user_logged_in", False), SlotSet("login_failed_attempts", attempts + 1)]
diff --git a/config/config.yml b/config/config.yml
index 24cb2be..23226d3 100644
--- a/config/config.yml
+++ b/config/config.yml
@@ -29,7 +29,7 @@ pipeline:
 - name: SingleStepLLMCommandGenerator
   llm:
     model: gpt-4
-    request_timeout: 7
+    timeout: 7
     temperature: 0.0
     top_p: 0.0
 
diff --git a/config/multistep-config.yml b/config/multistep-config.yml
index 0be1701..71d5c74 100644
--- a/config/multistep-config.yml
+++ b/config/multistep-config.yml
@@ -28,8 +28,8 @@ pipeline:
 - name: NLUCommandAdapter
 - name: MultiStepLLMCommandGenerator
   llm:
-    model_name: gpt-3.5-turbo-0125
-    request_timeout: 7
+    model: gpt-3.5-turbo-0125
+    timeout: 7
     temperature: 0.0
     top_p: 0.0
 
diff --git a/config/qdrant-config.yml b/config/qdrant-config.yml
index 1fa7985..c041b94 100644
--- a/config/qdrant-config.yml
+++ b/config/qdrant-config.yml
@@ -28,8 +28,8 @@ pipeline:
 - name: NLUCommandAdapter
 - name: SingleStepLLMCommandGenerator
   llm:
-    model_name: gpt-4
-    request_timeout: 7
+    model: gpt-4
+    timeout: 7
     temperature: 0.0
     top_p: 0.0
 
@@ -44,8 +44,8 @@ policies:
   vector_store:
     type: "addons.qdrant.Qdrant_Store"
   embeddings:
-    type: "huggingface"
-    model_name: "BAAI/bge-small-en-v1.5"
+    provider: "huggingface"
+    model: "BAAI/bge-small-en-v1.5"
     model_kwargs:
       device: 'cpu'
     encode_kwargs:
diff --git a/data/flows/authenticate_user.yml b/data/flows/authenticate_user.yml
index 40fd5ed..8665258 100644
--- a/data/flows/authenticate_user.yml
+++ b/data/flows/authenticate_user.yml
@@ -15,9 +15,16 @@ flows:
         description: "The password of the user."
       - action: action_authenticate_user
         next:
+        - if: slots.login_failed_attempts >= 3
+          then:
+            - action: utter_authentication_failed_multiple_times
+              next: END
         - if: not slots.is_user_logged_in
           then:
             - action: utter_authentication_failed
+            - set_slots:
+                - user_name: null
+                - user_password: null
               next: ask_user_credentials
         - else:
             - action: utter_authentication_successful
diff --git a/data/flows/check_portfolio.yml b/data/flows/check_portfolio.yml
index 8bee3d8..85c469d 100644
--- a/data/flows/check_portfolio.yml
+++ b/data/flows/check_portfolio.yml
@@ -3,7 +3,13 @@ flows:
     description: "Check the user's investment portfolio, including stocks, bonds, and mutual funds."
     steps:
       - call: authenticate_user
-      - collect: portfolio_type
+        next:
+          - if: slots.login_failed_attempts >= 3
+            then:
+              - link: pattern_human_handoff
+          - else: collect_portfolio_type
+      - id: collect_portfolio_type
+        collect: portfolio_type
         description: "The type of portfolio, for example: stocks, bonds or mutual_funds."
       - action: action_check_portfolio_exists
         next:
diff --git a/data/flows/patterns.yml b/data/flows/patterns.yml
index a164c4c..4ed6009 100644
--- a/data/flows/patterns.yml
+++ b/data/flows/patterns.yml
@@ -51,4 +51,23 @@ flows:
     name: pattern completed
     steps:
       - action: utter_can_do_something_else
-      - action: action_reset_routing
\ No newline at end of file
+      - action: action_reset_routing
+
+  pattern_clarification:
+    description: Conversation repair flow for handling ambiguous requests that could match multiple flows
+    name: pattern clarification
+    steps:
+      - action: action_clarify_flows
+        next:
+          - if: context.names contains "add a contact"
+            then:
+              - link: add_contact
+          - else: 
+            - action: action_increase_clarification_count
+              next:
+                - if: slots.clarification_count > 2
+                  then:
+                    - link: pattern_human_handoff
+                - else: clarify_options
+      - id: clarify_options
+        action: utter_clarification_options_rasa
diff --git a/domain/flows/authenticate_user.yml b/domain/flows/authenticate_user.yml
index 3ac177b..460f91d 100644
--- a/domain/flows/authenticate_user.yml
+++ b/domain/flows/authenticate_user.yml
@@ -14,6 +14,12 @@ slots:
     type: text
     mappings:
       - type: from_llm
+  login_failed_attempts:
+    type: float
+    initial_value: 0.0
+    mappings:
+      - type: custom
+        action: action_authenticate_user
 
 responses:
   utter_authentication_failed:
@@ -24,6 +30,8 @@ responses:
     - text: Please enter your user name.
   utter_ask_user_password:
     - text: Please enter your password.
+  utter_authentication_failed_multiple_times:
+    - text: Authentication failed again. Stop authentication process.
 
 actions:
   - action_authenticate_user
diff --git a/domain/flows/patterns.yml b/domain/flows/patterns.yml
index de62b6d..bf9ae33 100644
--- a/domain/flows/patterns.yml
+++ b/domain/flows/patterns.yml
@@ -1,10 +1,20 @@
 version: "3.1"
 
+actions:
+  - action_increase_clarification_count
+
 slots:
   confirm_slot_correction:
     type: bool
     mappings:
       - type: from_llm
+  clarification_count:
+    type: float
+    initial_value: 0.0
+    mappings:
+      - type: custom
+        action: action_increase_clarification_count
+
 
 responses:
   utter_ask_confirm_slot_correction:
@@ -21,3 +31,7 @@ responses:
     - text: Ok, I did not correct the previous input.
       metadata:
         rephrase: True
+  utter_human_handoff_not_available:
+    - text: I understand you want to be connected to a human agent, but that's something I cannot help you with at the moment. Is there something else I can help you with?
+      metadata:
+        rephrase: False
diff --git a/e2e_tests_with_assertions/passing/disambiguation/user_sends_short_verb_only_message.yml b/e2e_tests_with_assertions/passing/disambiguation/user_sends_short_verb_only_message.yml
index 3fc3dc3..6e480a8 100644
--- a/e2e_tests_with_assertions/passing/disambiguation/user_sends_short_verb_only_message.yml
+++ b/e2e_tests_with_assertions/passing/disambiguation/user_sends_short_verb_only_message.yml
@@ -12,9 +12,5 @@ test_cases:
         - pattern_clarification_contains:
             - 'add a card'
             - 'add a contact'
-        - bot_uttered:
-            utter_name: utter_clarification_options_rasa
-      - user: contact
-        assertions:
         - bot_uttered:
             utter_name: utter_ask_add_contact_handle
diff --git a/e2e_tests_with_assertions/passing/flow_guards/user_is_referred_to_human_after_2_clarifications.yml b/e2e_tests_with_assertions/passing/flow_guards/user_is_referred_to_human_after_2_clarifications.yml
new file mode 100644
index 0000000..bf3db35
--- /dev/null
+++ b/e2e_tests_with_assertions/passing/flow_guards/user_is_referred_to_human_after_2_clarifications.yml
@@ -0,0 +1,46 @@
+fixtures:
+  - route_to_calm:
+      - route_session_to_calm: True
+
+metadata:
+- duplicate_message_1:
+    turn_idx: 1
+- duplicate_message_2:
+    turn_idx: 2
+- duplicate_message_3:
+    turn_idx: 3
+
+test_cases:
+  - test_case: user_is_referred_to_human_after_2_clarifications
+    fixtures:
+      - route_to_calm
+    steps:
+      - user: cash
+        metadata: duplicate_message_1
+        assertions:
+          - pattern_clarification_contains:
+              - 'transfer money'
+              - 'check your balance'
+          - slot_was_set: 
+            - name: clarification_count
+              value: 1
+          - bot_uttered:
+              utter_name: utter_clarification_options_rasa
+      - user: cash
+        metadata: duplicate_message_2
+        assertions:
+          - pattern_clarification_contains:
+              - 'transfer money'
+              - 'check your balance'
+          - slot_was_set: 
+            - name: clarification_count
+              value: 2
+          - bot_uttered:
+              utter_name: utter_clarification_options_rasa
+      - user: cash
+        metadata: duplicate_message_3
+        assertions:
+          - slot_was_set: 
+            - name: clarification_count
+              value: 3
+          - flow_started: pattern_human_handoff
diff --git a/e2e_tests_with_assertions/passing/flow_guards/user_is_referred_to_human_after_3_portfolio_check_auth_fails.yml b/e2e_tests_with_assertions/passing/flow_guards/user_is_referred_to_human_after_3_portfolio_check_auth_fails.yml
new file mode 100644
index 0000000..fd3826b
--- /dev/null
+++ b/e2e_tests_with_assertions/passing/flow_guards/user_is_referred_to_human_after_3_portfolio_check_auth_fails.yml
@@ -0,0 +1,63 @@
+fixtures:
+  - route_to_calm:
+      - route_session_to_calm: True
+
+metadata:
+- duplicate_message_1:
+    turn_idx: 1
+- duplicate_message_2:
+    turn_idx: 2
+- duplicate_message_3:
+    turn_idx: 3
+
+test_cases:
+  - test_case: user_is_referred_to_human_after_3_portfolio_check_auth_fails
+    fixtures:
+      - route_to_calm
+    steps:
+      - user: I want to check my portfolio
+        assertions:
+          - bot_uttered:
+              utter_name: utter_ask_user_name
+      - user: John
+        metadata: duplicate_message_1
+        assertions:
+          - bot_uttered:
+              utter_name: utter_ask_user_password
+      - user: "1234"
+        metadata: duplicate_message_1
+        assertions:
+          - bot_uttered: 
+              utter_name: utter_authentication_failed
+          - slot_was_set: 
+            - name: login_failed_attempts
+              value: 1
+          - bot_uttered:
+              utter_name: utter_ask_user_name
+      - user: John
+        metadata: duplicate_message_2
+        assertions:
+          - bot_uttered:
+              utter_name: utter_ask_user_password
+      - user: "1234"
+        metadata: duplicate_message_2
+        assertions:
+          - bot_uttered: 
+              utter_name: utter_authentication_failed
+          - slot_was_set: 
+            - name: login_failed_attempts
+              value: 2
+          - bot_uttered:
+              utter_name: utter_ask_user_name
+      - user: John
+        metadata: duplicate_message_3
+        assertions:
+          - bot_uttered:
+              utter_name: utter_ask_user_password
+      - user: "1234"
+        metadata: duplicate_message_3
+        assertions:
+          - slot_was_set: 
+            - name: login_failed_attempts
+              value: 3
+          - flow_started: pattern_human_handoff
diff --git a/e2e_tests_with_assertions/passing/negations/users_says_they_dont_want_the_former_option.yml b/e2e_tests_with_assertions/passing/negations/users_says_they_dont_want_the_former_option.yml
index b9775a9..529da8f 100644
--- a/e2e_tests_with_assertions/passing/negations/users_says_they_dont_want_the_former_option.yml
+++ b/e2e_tests_with_assertions/passing/negations/users_says_they_dont_want_the_former_option.yml
@@ -12,8 +12,6 @@ test_cases:
           - pattern_clarification_contains:
               - 'add a card'
               - 'add a contact'
-          - bot_uttered:
-              utter_name: utter_clarification_options_rasa
       - user: not the former
         assertions:
           - bot_uttered:
diff --git a/poetry.lock b/poetry.lock
index 5c3690c..f2f1816 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -3072,6 +3072,7 @@ description = "Clang Python Bindings, mirrored from the official LLVM repo: http
 optional = false
 python-versions = "*"
 files = [
+    {file = "libclang-18.1.1-1-py2.py3-none-macosx_11_0_arm64.whl", hash = "sha256:0b2e143f0fac830156feb56f9231ff8338c20aecfe72b4ffe96f19e5a1dbb69a"},
     {file = "libclang-18.1.1-py2.py3-none-macosx_10_9_x86_64.whl", hash = "sha256:6f14c3f194704e5d09769108f03185fce7acaf1d1ae4bbb2f30a72c2400cb7c5"},
     {file = "libclang-18.1.1-py2.py3-none-macosx_11_0_arm64.whl", hash = "sha256:83ce5045d101b669ac38e6da8e58765f12da2d3aafb3b9b98d88b286a60964d8"},
     {file = "libclang-18.1.1-py2.py3-none-manylinux2010_x86_64.whl", hash = "sha256:c533091d8a3bbf7460a00cb6c1a71da93bffe148f172c7d03b1c31fbf8aa2a0b"},
@@ -5444,13 +5445,13 @@ fire = "*"
 
 [[package]]
 name = "rasa-pro"
-version = "3.10.0"
+version = "3.10.1"
 description = "State-of-the-art open-core Conversational AI framework for Enterprises that natively leverages generative AI for effortless assistant development."
 optional = false
 python-versions = ">=3.8.1,<3.11"
 files = [
-    {file = "rasa_pro-3.10.0-py3-none-any.whl", hash = "sha256:206262ce346392609643af9a17b2fdd259206483a0847ec4b4f38fb89e8eb4ea"},
-    {file = "rasa_pro-3.10.0.tar.gz", hash = "sha256:0b1ead8911212de002c5e87f7897b974cd2bef7896d1da5ddddf28db6635a47a"},
+    {file = "rasa_pro-3.10.1-py3-none-any.whl", hash = "sha256:408fd74f8dfca4417976377ce3c8d5b8d685b7e44c6f0e2fed8d6d022b49213a"},
+    {file = "rasa_pro-3.10.1.tar.gz", hash = "sha256:a60b5ae6d8bd3e5b687b8951079baff9d5b6f2391ca207282257e272f0f1c332"},
 ]
 
 [package.dependencies]
@@ -8092,4 +8093,4 @@ test = ["big-O", "importlib-resources", "jaraco.functools", "jaraco.itertools",
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.8.1,<3.11"
-content-hash = "eadc7fd58b54b314489527296f6cd42a39b598c5cf19f22ffa7beba153c1caa2"
+content-hash = "06b45d688de072d4d8d9618d6efc05297a7bcfbb45c9099c6290d61d9f7cd861"
diff --git a/pyproject.toml b/pyproject.toml
index 077618a..22ccec0 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -19,7 +19,7 @@ priority = "supplemental"
 python = ">=3.8.1,<3.11"
 
 [tool.poetry.dependencies.rasa-pro]
-version = "3.10.0"
+version = "3.10.1"
 allow-prereleases = true
 extras = ["mlflow"]