diff --git a/.github/workflows/pylint.yml b/.github/workflows/pylint.yml
index 8cab886..ec90c95 100644
--- a/.github/workflows/pylint.yml
+++ b/.github/workflows/pylint.yml
@@ -7,7 +7,7 @@ jobs:
     runs-on: ubuntu-latest
     strategy:
       matrix:
-        python-version: ["3.8", "3.9", "3.10"]
+        python-version: ["3.10", "3.11", "3.12"]
     steps:
     - uses: actions/checkout@692973e3d937129bcbf40652eb9f2f61becf3332 # v4.1.7
     - name: Set up Python ${{ matrix.python-version }}
diff --git a/.github/workflows/python-package.yml b/.github/workflows/python-package.yml
index 929c491..3c29d74 100644
--- a/.github/workflows/python-package.yml
+++ b/.github/workflows/python-package.yml
@@ -16,7 +16,7 @@ jobs:
     strategy:
       fail-fast: false
       matrix:
-        python-version: ["3.9", "3.10", "3.11"]
+        python-version: ["3.10", "3.11", "3.12"]
 
     steps:
     - uses: actions/checkout@692973e3d937129bcbf40652eb9f2f61becf3332 # v4.1.7
diff --git a/__pycache__/main.cpython-312.pyc b/__pycache__/main.cpython-312.pyc
index 5eebaeb..4c6ab58 100644
Binary files a/__pycache__/main.cpython-312.pyc and b/__pycache__/main.cpython-312.pyc differ
diff --git a/__pycache__/test_cv_module.cpython-312-pytest-9.1.0.pyc b/__pycache__/test_cv_module.cpython-312-pytest-9.1.0.pyc
new file mode 100644
index 0000000..117c972
Binary files /dev/null and b/__pycache__/test_cv_module.cpython-312-pytest-9.1.0.pyc differ
diff --git a/__pycache__/test_main_endpoints.cpython-312-pytest-9.1.0.pyc b/__pycache__/test_main_endpoints.cpython-312-pytest-9.1.0.pyc
new file mode 100644
index 0000000..b15cf39
Binary files /dev/null and b/__pycache__/test_main_endpoints.cpython-312-pytest-9.1.0.pyc differ
diff --git a/__pycache__/test_main_pipeline.cpython-312-pytest-9.1.0.pyc b/__pycache__/test_main_pipeline.cpython-312-pytest-9.1.0.pyc
new file mode 100644
index 0000000..3f8b7a4
Binary files /dev/null and b/__pycache__/test_main_pipeline.cpython-312-pytest-9.1.0.pyc differ
diff --git a/__pycache__/test_nlp_module.cpython-312-pytest-9.1.0.pyc b/__pycache__/test_nlp_module.cpython-312-pytest-9.1.0.pyc
new file mode 100644
index 0000000..2305d74
Binary files /dev/null and b/__pycache__/test_nlp_module.cpython-312-pytest-9.1.0.pyc differ
diff --git a/__pycache__/test_regulatory.cpython-312-pytest-9.1.0.pyc b/__pycache__/test_regulatory.cpython-312-pytest-9.1.0.pyc
new file mode 100644
index 0000000..cecdd00
Binary files /dev/null and b/__pycache__/test_regulatory.cpython-312-pytest-9.1.0.pyc differ
diff --git a/__pycache__/test_speech_processor.cpython-312-pytest-9.1.0.pyc b/__pycache__/test_speech_processor.cpython-312-pytest-9.1.0.pyc
new file mode 100644
index 0000000..10a3d6e
Binary files /dev/null and b/__pycache__/test_speech_processor.cpython-312-pytest-9.1.0.pyc differ
diff --git a/deepsource.toml b/deepsource.toml
new file mode 100644
index 0000000..e92b065
--- /dev/null
+++ b/deepsource.toml
@@ -0,0 +1,30 @@
+version = 1
+
+[[analyzers]]
+name = "python"
+enabled = true
+
+  [analyzers.meta]
+  runtime_version = "3.10"
+  max_line_length = 88
+  dependency_file = "requirements.txt"
+
+[[analyzers]]
+name = "docker"
+enabled = true
+
+[[analyzers]]
+name = "shell"
+enabled = true
+
+[[analyzers]]
+name = "javascript"
+enabled = true
+
+[[transformers]]
+name = "black"
+enabled = true
+
+[[transformers]]
+name = "isort"
+enabled = true
diff --git a/pipeline_2026-06-13_20-43-12_031226.log b/pipeline_2026-06-13_20-43-12_031226.log
new file mode 100644
index 0000000..489c3ca
--- /dev/null
+++ b/pipeline_2026-06-13_20-43-12_031226.log
@@ -0,0 +1,46 @@
+2026-06-13 20:43:12.067 | INFO     | main:<module>:39 - Application startup
+2026-06-13 20:43:28.575 | INFO     | main:__init__:106 - NLP model loaded successfully.
+2026-06-13 20:43:28.659 | INFO     | main:__init__:134 - CV model loaded successfully.
+2026-06-13 20:43:39.082 | WARNING  | main:__init__:208 - pyttsx3 initialization failed. Text-to-speech will be disabled.
+2026-06-13 20:43:39.082 | INFO     | main:__init__:210 - Speech processor initialized successfully.
+2026-06-13 20:43:39.224 | INFO     | main:__init__:134 - CV model loaded successfully.
+2026-06-13 20:43:39.225 | DEBUG    | main:detect_objects:141 - Detecting objects in the image.
+2026-06-13 20:43:39.536 | INFO     | main:detect_objects:144 - Object detection completed successfully.
+2026-06-13 20:43:39.605 | INFO     | main:__init__:134 - CV model loaded successfully.
+2026-06-13 20:43:39.615 | DEBUG    | main:generate_text:114 - Generating text for prompt: test
+2026-06-13 20:43:39.719 | INFO     | main:generate_text:119 - Generated response: test
+2026-06-13 20:43:39.739 | DEBUG    | main:detect_objects:141 - Detecting objects in the image.
+2026-06-13 20:43:39.921 | INFO     | main:detect_objects:144 - Object detection completed successfully.
+2026-06-13 20:43:39.933 | DEBUG    | main:speech_to_text:218 - Processing speech-to-text.
+2026-06-13 20:43:39.948 | ERROR    | main:speech_to_text:224 - Error during speech-to-text conversion: [Errno 2] No such file or directory: 'ffmpeg'
+2026-06-13 20:43:41.011 | INFO     | main:__init__:106 - NLP model loaded successfully.
+2026-06-13 20:43:41.066 | INFO     | main:__init__:134 - CV model loaded successfully.
+2026-06-13 20:43:42.770 | WARNING  | main:__init__:208 - pyttsx3 initialization failed. Text-to-speech will be disabled.
+2026-06-13 20:43:42.770 | INFO     | main:__init__:210 - Speech processor initialized successfully.
+2026-06-13 20:43:42.771 | DEBUG    | main:generate_text:114 - Generating text for prompt: Hello
+2026-06-13 20:43:45.994 | INFO     | main:generate_text:119 - Generated response: Hello, Hello. Hello, Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello
+2026-06-13 20:43:47.051 | INFO     | main:__init__:106 - NLP model loaded successfully.
+2026-06-13 20:43:47.108 | INFO     | main:__init__:134 - CV model loaded successfully.
+2026-06-13 20:43:48.533 | WARNING  | main:__init__:208 - pyttsx3 initialization failed. Text-to-speech will be disabled.
+2026-06-13 20:43:48.534 | INFO     | main:__init__:210 - Speech processor initialized successfully.
+2026-06-13 20:43:48.534 | DEBUG    | main:detect_objects:141 - Detecting objects in the image.
+2026-06-13 20:43:48.735 | INFO     | main:detect_objects:144 - Object detection completed successfully.
+2026-06-13 20:43:49.552 | INFO     | main:__init__:106 - NLP model loaded successfully.
+2026-06-13 20:43:49.609 | INFO     | main:__init__:134 - CV model loaded successfully.
+2026-06-13 20:43:50.997 | WARNING  | main:__init__:208 - pyttsx3 initialization failed. Text-to-speech will be disabled.
+2026-06-13 20:43:50.997 | INFO     | main:__init__:210 - Speech processor initialized successfully.
+2026-06-13 20:43:51.000 | DEBUG    | main:speech_to_text:218 - Processing speech-to-text.
+2026-06-13 20:43:51.001 | ERROR    | main:speech_to_text:224 - Error during speech-to-text conversion: [Errno 2] No such file or directory: 'ffmpeg'
+2026-06-13 20:43:52.204 | INFO     | main:__init__:106 - NLP model loaded successfully.
+2026-06-13 20:43:52.205 | DEBUG    | main:generate_text:114 - Generating text for prompt: Hello
+2026-06-13 20:43:53.726 | INFO     | main:generate_text:119 - Generated response: Hello, Hello. Hello, Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello
+2026-06-13 20:43:55.100 | WARNING  | main:__init__:208 - pyttsx3 initialization failed. Text-to-speech will be disabled.
+2026-06-13 20:43:55.100 | INFO     | main:__init__:210 - Speech processor initialized successfully.
+2026-06-13 20:43:55.101 | DEBUG    | main:speech_to_text:218 - Processing speech-to-text.
+2026-06-13 20:43:55.102 | ERROR    | main:speech_to_text:224 - Error during speech-to-text conversion: [Errno 2] No such file or directory: 'ffmpeg'
+2026-06-13 20:43:56.582 | WARNING  | main:__init__:208 - pyttsx3 initialization failed. Text-to-speech will be disabled.
+2026-06-13 20:43:56.583 | INFO     | main:__init__:210 - Speech processor initialized successfully.
+2026-06-13 20:43:56.583 | DEBUG    | main:text_to_speech:238 - Processing text-to-speech.
+2026-06-13 20:43:56.584 | INFO     | main:text_to_speech:243 - Text-to-speech conversion completed successfully.
+2026-06-13 20:43:57.934 | WARNING  | main:__init__:208 - pyttsx3 initialization failed. Text-to-speech will be disabled.
+2026-06-13 20:43:57.934 | INFO     | main:__init__:210 - Speech processor initialized successfully.
diff --git a/pipeline_2026-06-13_20-45-02_921293.log b/pipeline_2026-06-13_20-45-02_921293.log
new file mode 100644
index 0000000..b1a34a1
--- /dev/null
+++ b/pipeline_2026-06-13_20-45-02_921293.log
@@ -0,0 +1,39 @@
+2026-06-13 20:45:02.933 | INFO     | main:<module>:39 - Application startup
+2026-06-13 20:45:03.905 | INFO     | main:__init__:106 - NLP model loaded successfully.
+2026-06-13 20:45:03.969 | INFO     | main:__init__:134 - CV model loaded successfully.
+2026-06-13 20:45:05.493 | INFO     | main:__init__:210 - Speech processor initialized successfully.
+2026-06-13 20:45:05.616 | INFO     | main:__init__:134 - CV model loaded successfully.
+2026-06-13 20:45:05.617 | DEBUG    | main:detect_objects:141 - Detecting objects in the image.
+2026-06-13 20:45:06.130 | INFO     | main:detect_objects:144 - Object detection completed successfully.
+2026-06-13 20:45:06.189 | INFO     | main:__init__:134 - CV model loaded successfully.
+2026-06-13 20:45:06.200 | DEBUG    | main:generate_text:114 - Generating text for prompt: test
+2026-06-13 20:45:06.297 | INFO     | main:generate_text:119 - Generated response: test
+2026-06-13 20:45:06.314 | DEBUG    | main:detect_objects:141 - Detecting objects in the image.
+2026-06-13 20:45:06.493 | INFO     | main:detect_objects:144 - Object detection completed successfully.
+2026-06-13 20:45:06.505 | DEBUG    | main:speech_to_text:218 - Processing speech-to-text.
+2026-06-13 20:45:09.891 | INFO     | main:speech_to_text:221 - Speech-to-text conversion completed successfully.
+2026-06-13 20:45:10.793 | INFO     | main:__init__:106 - NLP model loaded successfully.
+2026-06-13 20:45:10.850 | INFO     | main:__init__:134 - CV model loaded successfully.
+2026-06-13 20:45:12.235 | INFO     | main:__init__:210 - Speech processor initialized successfully.
+2026-06-13 20:45:12.236 | DEBUG    | main:generate_text:114 - Generating text for prompt: Hello
+2026-06-13 20:45:15.453 | INFO     | main:generate_text:119 - Generated response: Hello, Hello. Hello, Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello
+2026-06-13 20:45:16.524 | INFO     | main:__init__:106 - NLP model loaded successfully.
+2026-06-13 20:45:16.580 | INFO     | main:__init__:134 - CV model loaded successfully.
+2026-06-13 20:45:17.961 | INFO     | main:__init__:210 - Speech processor initialized successfully.
+2026-06-13 20:45:17.962 | DEBUG    | main:detect_objects:141 - Detecting objects in the image.
+2026-06-13 20:45:18.151 | INFO     | main:detect_objects:144 - Object detection completed successfully.
+2026-06-13 20:45:18.949 | INFO     | main:__init__:106 - NLP model loaded successfully.
+2026-06-13 20:45:19.006 | INFO     | main:__init__:134 - CV model loaded successfully.
+2026-06-13 20:45:20.388 | INFO     | main:__init__:210 - Speech processor initialized successfully.
+2026-06-13 20:45:20.391 | DEBUG    | main:speech_to_text:218 - Processing speech-to-text.
+2026-06-13 20:45:21.597 | INFO     | main:speech_to_text:221 - Speech-to-text conversion completed successfully.
+2026-06-13 20:45:22.640 | INFO     | main:__init__:106 - NLP model loaded successfully.
+2026-06-13 20:45:22.640 | DEBUG    | main:generate_text:114 - Generating text for prompt: Hello
+2026-06-13 20:45:24.211 | INFO     | main:generate_text:119 - Generated response: Hello, Hello. Hello, Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello
+2026-06-13 20:45:25.586 | INFO     | main:__init__:210 - Speech processor initialized successfully.
+2026-06-13 20:45:25.587 | DEBUG    | main:speech_to_text:218 - Processing speech-to-text.
+2026-06-13 20:45:26.588 | INFO     | main:speech_to_text:221 - Speech-to-text conversion completed successfully.
+2026-06-13 20:45:27.869 | INFO     | main:__init__:210 - Speech processor initialized successfully.
+2026-06-13 20:45:27.869 | DEBUG    | main:text_to_speech:238 - Processing text-to-speech.
+2026-06-13 20:45:27.882 | INFO     | main:text_to_speech:243 - Text-to-speech conversion completed successfully.
+2026-06-13 20:45:29.171 | INFO     | main:__init__:210 - Speech processor initialized successfully.
diff --git a/pipeline_2026-06-13_20-46-02_839278.log b/pipeline_2026-06-13_20-46-02_839278.log
new file mode 100644
index 0000000..c0d9ba9
--- /dev/null
+++ b/pipeline_2026-06-13_20-46-02_839278.log
@@ -0,0 +1,39 @@
+2026-06-13 20:46:02.849 | INFO     | main:<module>:39 - Application startup
+2026-06-13 20:46:03.786 | INFO     | main:__init__:106 - NLP model loaded successfully.
+2026-06-13 20:46:03.849 | INFO     | main:__init__:134 - CV model loaded successfully.
+2026-06-13 20:46:05.247 | INFO     | main:__init__:210 - Speech processor initialized successfully.
+2026-06-13 20:46:05.597 | INFO     | main:__init__:134 - CV model loaded successfully.
+2026-06-13 20:46:05.598 | DEBUG    | main:detect_objects:141 - Detecting objects in the image.
+2026-06-13 20:46:05.877 | INFO     | main:detect_objects:144 - Object detection completed successfully.
+2026-06-13 20:46:05.938 | INFO     | main:__init__:134 - CV model loaded successfully.
+2026-06-13 20:46:05.948 | DEBUG    | main:generate_text:114 - Generating text for prompt: test
+2026-06-13 20:46:06.047 | INFO     | main:generate_text:119 - Generated response: test
+2026-06-13 20:46:06.064 | DEBUG    | main:detect_objects:141 - Detecting objects in the image.
+2026-06-13 20:46:06.244 | INFO     | main:detect_objects:144 - Object detection completed successfully.
+2026-06-13 20:46:06.256 | DEBUG    | main:speech_to_text:218 - Processing speech-to-text.
+2026-06-13 20:46:07.674 | INFO     | main:speech_to_text:221 - Speech-to-text conversion completed successfully.
+2026-06-13 20:46:08.436 | INFO     | main:__init__:106 - NLP model loaded successfully.
+2026-06-13 20:46:08.497 | INFO     | main:__init__:134 - CV model loaded successfully.
+2026-06-13 20:46:09.873 | INFO     | main:__init__:210 - Speech processor initialized successfully.
+2026-06-13 20:46:09.874 | DEBUG    | main:generate_text:114 - Generating text for prompt: Hello
+2026-06-13 20:46:13.308 | INFO     | main:generate_text:119 - Generated response: Hello, Hello. Hello, Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello
+2026-06-13 20:46:14.066 | INFO     | main:__init__:106 - NLP model loaded successfully.
+2026-06-13 20:46:14.123 | INFO     | main:__init__:134 - CV model loaded successfully.
+2026-06-13 20:46:15.494 | INFO     | main:__init__:210 - Speech processor initialized successfully.
+2026-06-13 20:46:15.495 | DEBUG    | main:detect_objects:141 - Detecting objects in the image.
+2026-06-13 20:46:15.667 | INFO     | main:detect_objects:144 - Object detection completed successfully.
+2026-06-13 20:46:16.775 | INFO     | main:__init__:106 - NLP model loaded successfully.
+2026-06-13 20:46:16.832 | INFO     | main:__init__:134 - CV model loaded successfully.
+2026-06-13 20:46:18.200 | INFO     | main:__init__:210 - Speech processor initialized successfully.
+2026-06-13 20:46:18.202 | DEBUG    | main:speech_to_text:218 - Processing speech-to-text.
+2026-06-13 20:46:19.395 | INFO     | main:speech_to_text:221 - Speech-to-text conversion completed successfully.
+2026-06-13 20:46:20.191 | INFO     | main:__init__:106 - NLP model loaded successfully.
+2026-06-13 20:46:20.191 | DEBUG    | main:generate_text:114 - Generating text for prompt: Hello
+2026-06-13 20:46:21.725 | INFO     | main:generate_text:119 - Generated response: Hello, Hello. Hello, Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello. Hello
+2026-06-13 20:46:23.098 | INFO     | main:__init__:210 - Speech processor initialized successfully.
+2026-06-13 20:46:23.099 | DEBUG    | main:speech_to_text:218 - Processing speech-to-text.
+2026-06-13 20:46:24.096 | INFO     | main:speech_to_text:221 - Speech-to-text conversion completed successfully.
+2026-06-13 20:46:25.395 | INFO     | main:__init__:210 - Speech processor initialized successfully.
+2026-06-13 20:46:25.396 | DEBUG    | main:text_to_speech:238 - Processing text-to-speech.
+2026-06-13 20:46:25.406 | INFO     | main:text_to_speech:243 - Text-to-speech conversion completed successfully.
+2026-06-13 20:46:26.711 | INFO     | main:__init__:210 - Speech processor initialized successfully.