Update game build from GitLab CI

poetry.lock

@@ -1,4 +1,37 @@
-# This file is automatically @generated by Poetry 1.8.5 and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.7.1 and should not be changed by hand.
+
+[[package]]
+name = "annotated-types"
+version = "0.7.0"
+description = "Reusable constraint types to use with typing.Annotated"
+optional = false
+python-versions = ">=3.8"
+files = [
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+    {file = "annotated_types-0.7.0.tar.gz", hash = "sha256:aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89"},
+]
+
+[[package]]
+name = "anyio"
+version = "4.8.0"
+description = "High level compatibility layer for multiple asynchronous event loop implementations"
+optional = false
+python-versions = ">=3.9"
+files = [
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+    {file = "anyio-4.8.0.tar.gz", hash = "sha256:1d9fe889df5212298c0c0723fa20479d1b94883a2df44bd3897aa91083316f7a"},
+]
+
+[package.dependencies]
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+idna = ">=2.8"
+sniffio = ">=1.1"
+typing_extensions = {version = ">=4.5", markers = "python_version < \"3.13\""}
+
+[package.extras]
+doc = ["Sphinx (>=7.4,<8.0)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx_rtd_theme"]
+test = ["anyio[trio]", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "trustme", "truststore (>=0.9.1)", "uvloop (>=0.21)"]
+trio = ["trio (>=0.26.1)"]
 
 [[package]]
 name = "av"
@@ -251,6 +284,34 @@ numpy = "*"
 pyyaml = ">=5.3,<7"
 setuptools = "*"
 
+[[package]]
+name = "eval-type-backport"
+version = "0.2.2"
+description = "Like `typing._eval_type`, but lets older Python versions use newer typing features."
+optional = false
+python-versions = ">=3.8"
+files = [
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+    {file = "eval_type_backport-0.2.2.tar.gz", hash = "sha256:f0576b4cf01ebb5bd358d02314d31846af5e07678387486e2c798af0e7d849c1"},
+]
+
+[package.extras]
+tests = ["pytest"]
+
+[[package]]
+name = "exceptiongroup"
+version = "1.2.2"
+description = "Backport of PEP 654 (exception groups)"
+optional = false
+python-versions = ">=3.7"
+files = [
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+]
+
+[package.extras]
+test = ["pytest (>=6)"]
+
 [[package]]
 name = "faster-whisper"
 version = "1.1.1"
@@ -397,6 +458,62 @@ setproctitle = ["setproctitle"]
 testing = ["coverage", "eventlet", "gevent", "pytest", "pytest-cov"]
 tornado = ["tornado (>=0.2)"]
 
+[[package]]
+name = "h11"
+version = "0.14.0"
+description = "A pure-Python, bring-your-own-I/O implementation of HTTP/1.1"
+optional = false
+python-versions = ">=3.7"
+files = [
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+    {file = "h11-0.14.0.tar.gz", hash = "sha256:8f19fbbe99e72420ff35c00b27a34cb9937e902a8b810e2c88300c6f0a3b699d"},
+]
+
+[[package]]
+name = "httpcore"
+version = "1.0.7"
+description = "A minimal low-level HTTP client."
+optional = false
+python-versions = ">=3.8"
+files = [
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+    {file = "httpcore-1.0.7.tar.gz", hash = "sha256:8551cb62a169ec7162ac7be8d4817d561f60e08eaa485234898414bb5a8a0b4c"},
+]
+
+[package.dependencies]
+certifi = "*"
+h11 = ">=0.13,<0.15"
+
+[package.extras]
+asyncio = ["anyio (>=4.0,<5.0)"]
+http2 = ["h2 (>=3,<5)"]
+socks = ["socksio (==1.*)"]
+trio = ["trio (>=0.22.0,<1.0)"]
+
+[[package]]
+name = "httpx"
+version = "0.28.1"
+description = "The next generation HTTP client."
+optional = false
+python-versions = ">=3.8"
+files = [
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+    {file = "httpx-0.28.1.tar.gz", hash = "sha256:75e98c5f16b0f35b567856f597f06ff2270a374470a5c2392242528e3e3e42fc"},
+]
+
+[package.dependencies]
+anyio = "*"
+certifi = "*"
+httpcore = "==1.*"
+idna = "*"
+
+[package.extras]
+brotli = ["brotli", "brotlicffi"]
+cli = ["click (==8.*)", "pygments (==2.*)", "rich (>=10,<14)"]
+http2 = ["h2 (>=3,<5)"]
+socks = ["socksio (==1.*)"]
+zstd = ["zstandard (>=0.18.0)"]
+
 [[package]]
 name = "huggingface-hub"
 version = "0.27.1"
@@ -487,6 +604,17 @@ MarkupSafe = ">=2.0"
 [package.extras]
 i18n = ["Babel (>=2.7)"]
 
+[[package]]
+name = "jsonpath-python"
+version = "1.0.6"
+description = "A more powerful JSONPath implementation in modern python"
+optional = false
+python-versions = ">=3.6"
+files = [
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+]
+
 [[package]]
 name = "markupsafe"
 version = "3.0.2"
@@ -557,6 +685,28 @@ files = [
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 ]
 
+[[package]]
+name = "mistralai"
+version = "1.4.0"
+description = "Python Client SDK for the Mistral AI API."
+optional = false
+python-versions = ">=3.8"
+files = [
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+    {file = "mistralai-1.4.0.tar.gz", hash = "sha256:b8a09eda1864cba02ebf70439ca1925025e073d3f6f3eeccfdd146ad0f2260fb"},
+]
+
+[package.dependencies]
+eval-type-backport = ">=0.2.0"
+httpx = ">=0.27.0"
+jsonpath-python = ">=1.0.6"
+pydantic = ">=2.9.0"
+python-dateutil = ">=2.8.2"
+typing-inspect = ">=0.9.0"
+
+[package.extras]
+gcp = ["google-auth (>=2.27.0)", "requests (>=2.32.3)"]
+
 [[package]]
 name = "mpmath"
 version = "1.3.0"
@@ -574,6 +724,17 @@ docs = ["sphinx"]
 gmpy = ["gmpy2 (>=2.1.0a4)"]
 tests = ["pytest (>=4.6)"]
 
+[[package]]
+name = "mypy-extensions"
+version = "1.0.0"
+description = "Type system extensions for programs checked with the mypy type checker."
+optional = false
+python-versions = ">=3.5"
+files = [
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+]
+
 [[package]]
 name = "networkx"
 version = "3.4.2"
@@ -894,6 +1055,138 @@ files = [
 [package.extras]
 test = ["numpy"]
 
+[[package]]
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+version = "2.10.6"
+description = "Data validation using Python type hints"
+optional = false
+python-versions = ">=3.8"
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+typing-extensions = ">=4.12.2"
+
+[package.extras]
+email = ["email-validator (>=2.0.0)"]
+timezone = ["tzdata"]
+
+[[package]]
+name = "pydantic-core"
+version = "2.27.2"
+description = "Core functionality for Pydantic validation and serialization"
+optional = false
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+    {file = "pydantic_core-2.27.2.tar.gz", hash = "sha256:eb026e5a4c1fee05726072337ff51d1efb6f59090b7da90d30ea58625b1ffb39"},
+]
+
+[package.dependencies]
+typing-extensions = ">=4.6.0,<4.7.0 || >4.7.0"
+
 [[package]]
 name = "pyreadline3"
 version = "3.5.4"
@@ -908,6 +1201,20 @@ files = [
 [package.extras]
 dev = ["build", "flake8", "mypy", "pytest", "twine"]
 
+[[package]]
+name = "python-dateutil"
+version = "2.9.0.post0"
+description = "Extensions to the standard Python datetime module"
+optional = false
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
+files = [
+    {file = "python-dateutil-2.9.0.post0.tar.gz", hash = "sha256:37dd54208da7e1cd875388217d5e00ebd4179249f90fb72437e91a35459a0ad3"},
+    {file = "python_dateutil-2.9.0.post0-py2.py3-none-any.whl", hash = "sha256:a8b2bc7bffae282281c8140a97d3aa9c14da0b136dfe83f850eea9a5f7470427"},
+]
+
+[package.dependencies]
+six = ">=1.5"
+
 [[package]]
 name = "pyyaml"
 version = "6.0.2"
@@ -1011,6 +1318,28 @@ enabler = ["pytest-enabler (>=2.2)"]
 test = ["build[virtualenv] (>=1.0.3)", "filelock (>=3.4.0)", "ini2toml[lite] (>=0.14)", "jaraco.develop (>=7.21)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.7.2)", "jaraco.test (>=5.5)", "packaging (>=24.2)", "pip (>=19.1)", "pyproject-hooks (!=1.1)", "pytest (>=6,!=8.1.*)", "pytest-home (>=0.5)", "pytest-perf", "pytest-subprocess", "pytest-timeout", "pytest-xdist (>=3)", "tomli-w (>=1.0.0)", "virtualenv (>=13.0.0)", "wheel (>=0.44.0)"]
 type = ["importlib_metadata (>=7.0.2)", "jaraco.develop (>=7.21)", "mypy (==1.14.*)", "pytest-mypy"]
 
+[[package]]
+name = "six"
+version = "1.17.0"
+description = "Python 2 and 3 compatibility utilities"
+optional = false
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
+files = [
+    {file = "six-1.17.0-py2.py3-none-any.whl", hash = "sha256:4721f391ed90541fddacab5acf947aa0d3dc7d27b2e1e8eda2be8970586c3274"},
+    {file = "six-1.17.0.tar.gz", hash = "sha256:ff70335d468e7eb6ec65b95b99d3a2836546063f63acc5171de367e834932a81"},
+]
+
+[[package]]
+name = "sniffio"
+version = "1.3.1"
+description = "Sniff out which async library your code is running under"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "sniffio-1.3.1-py3-none-any.whl", hash = "sha256:2f6da418d1f1e0fddd844478f41680e794e6051915791a034ff65e5f100525a2"},
+    {file = "sniffio-1.3.1.tar.gz", hash = "sha256:f4324edc670a0f49750a81b895f35c3adb843cca46f0530f79fc1babb23789dc"},
+]
+
 [[package]]
 name = "sympy"
 version = "1.13.1"
@@ -1187,6 +1516,21 @@ files = [
     {file = "typing_extensions-4.12.2.tar.gz", hash = "sha256:1a7ead55c7e559dd4dee8856e3a88b41225abfe1ce8df57b7c13915fe121ffb8"},
 ]
 
+[[package]]
+name = "typing-inspect"
+version = "0.9.0"
+description = "Runtime inspection utilities for typing module."
+optional = false
+python-versions = "*"
+files = [
+    {file = "typing_inspect-0.9.0-py3-none-any.whl", hash = "sha256:9ee6fc59062311ef8547596ab6b955e1b8aa46242d854bfc78f4f6b0eff35f9f"},
+    {file = "typing_inspect-0.9.0.tar.gz", hash = "sha256:b23fc42ff6f6ef6954e4852c1fb512cdd18dbea03134f91f856a95ccc9461f78"},
+]
+
+[package.dependencies]
+mypy-extensions = ">=0.3.0"
+typing-extensions = ">=3.7.4"
+
 [[package]]
 name = "urllib3"
 version = "2.3.0"
@@ -1224,4 +1568,4 @@ watchdog = ["watchdog (>=2.3)"]
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.10"
-content-hash = "e537dfb61ff964414aeb79e44376d70958ce8bf241d2bf22e7b1a30f98016292"
+content-hash = "3d8320a1f34408ca9b2c464d1537cd4fa963cdfbefff9c665e473c7079581760"

pyproject.toml

@@ -15,6 +15,7 @@ pyaudio = "^0.2.14"
 torch = {version = "^2.5.1+cu121", source = "pytorch"}
 torchaudio = {version = "^2.5.1+cu121", source = "pytorch"}
 ctranslate2 = "4.4.0"
+mistralai = "^1.4.0"
 
 
 [[tool.poetry.source]]

server/ActionProcessor.py

@@ -5,6 +5,7 @@ import json
 import re
 import logging
 import sys
+from mistralai.client import MistralClient
 
 # Configure logging
 logging.basicConfig(
@@ -26,11 +27,35 @@ class ActionProcessor(Thread):
         super().__init__()
         self.text_queue = text_queue
         self.action_queue = action_queue
-        self.mistral_api_key = mistral_api_key
+        self.mistral_client = MistralClient(api_key=mistral_api_key)
         self.daemon = True  # Thread will exit when main program exits
 
+    def get_sentiment(self, input_text: str) -> str:
+        """Get sentiment analysis for input text."""
+        stream_response = self.mistral_client.chat_stream(
+            model="mistral-large-latest",
+            messages=[
+                {
+                    "role": "user",
+                    "content": f"""You are a sentiment classifier of positive or negative parenting.
+                    Classify the following sentence, output "negative" or "positive", do not justify:
+                    "{input_text}"
+                    """,
+                },
+            ],
+        )
+
+        response = ""
+        for chunk in stream_response:
+            response += chunk.choices[0].delta.content
+
+        return response.strip()
+
     def process_text(self, text: str) -> Dict[str, Any] | None:
         """Convert text into an action if a complete command is detected."""
+        # Get sentiment first
+        sentiment = self.get_sentiment(text)
+
         # Define command patterns
         command_patterns = {
             r"(?i)\b(stop|now)\b": "stop",
@@ -46,13 +71,13 @@ class ActionProcessor(Thread):
         # TODO: Remove this test thing
         if len(text) <= 3:
             return None
-        return {"type": text}
+        return {"type": text, "sentiment": sentiment}
 
         # Check each pattern
         for pattern, action_type in command_patterns.items():
             match = re.search(pattern, text.lower())
             if match:
-                return {"type": action_type}
+                return {"type": action_type, "sentiment": sentiment}
 
         return None
 

server/AudioTranscriber.py

@@ -25,6 +25,7 @@ class AudioTranscriber(threading.Thread):
         audio_queue: "Queue[io.BytesIO]",
         text_queue: "Queue[str]",
         language: str = "en",
+        confidence_threshold: float = -0.5,
     ):
         super().__init__()
         self.audio_queue = audio_queue
@@ -32,7 +33,7 @@ class AudioTranscriber(threading.Thread):
         self.daemon = True  # Thread will exit when main program exits
         self.max_buffer_size = 3
         self.language = language
-
+        self.confidence_threshold = confidence_threshold
         self.buffer: List[io.BytesIO] = []
         self.transcriber = WhisperModel(
             "large",
@@ -62,11 +63,12 @@ class AudioTranscriber(threading.Thread):
 
                 # Put the transcription results in the output queue
                 for segment in segments:
-                    self.action_queue.put(segment.text)
-                    # Still print for debugging
-                    logger.info(
-                        f"[{segment.start:.2f}s -> {segment.end:.2f}s] {segment.text}"
-                    )
+                    if segment.avg_logprob <= self.confidence_threshold:
+                        self.action_queue.put(segment.text)
+                        # Still print for debugging
+                        logger.info(
+                            f"[{segment.start:.2f}s -> {segment.end:.2f}s] {segment.text}"
+                        )
 
             except Empty:
                 continue  # If queue is empty, continue waiting

server/__main__.py

@@ -188,8 +188,8 @@ if __name__ == "__main__":
         "worker_class": "sync",
         "timeout": 120,
         "forwarded_allow_ips": "*",
-        "accesslog": "-",  # Log to stdout
-        "errorlog": "-",  # Log to stderr
+        "accesslog": None,  # Disable access logging
+        "errorlog": "-",  # Keep error logging to stderr
         "capture_output": True,
         "enable_stdio_inheritance": True,
     }