diff --git a/software/main.py b/software/main.py
index 9873a75..017c204 100644
--- a/software/main.py
+++ b/software/main.py
@@ -160,8 +160,7 @@ def run(
 
         if server == "livekit":
 
-            ### LIVEKIT SERVER
-
+            ### LIVEKIT SERVER            
             def run_command(command):
                 subprocess.run(command, shell=True, check=True)
 
@@ -173,7 +172,7 @@ def run(
             livekit_thread = threading.Thread(
                 target=run_command, args=(command,)
             )
-            time.sleep(7)
+
             livekit_thread.start()
             threads.append(livekit_thread)
 
@@ -230,7 +229,6 @@ def run(
     signal.signal(signal.SIGTERM, signal_handler)
 
     try:
-
         # Verify the server is running
         for attempt in range(10):
             try:
@@ -246,9 +244,20 @@ def run(
 
         ### DISPLAY QR CODE
         if qr:
+            token = str(api.AccessToken('devkey', 'secret') \
+                .with_identity("You") \
+                .with_name("You") \
+                .with_grants(api.VideoGrants(
+                    room_join=True,
+                    room="my-room",
+            )).to_jwt())
+
             def display_qr_code():
                 time.sleep(10)
-                content = json.dumps({"livekit_server": url})
+                content = json.dumps({
+                    "livekit_server": url,
+                    "token": token
+                })
                 qr_code = segno.make(content)
                 qr_code.terminal(compact=True)
 
@@ -266,8 +275,8 @@ def run(
             os.environ['01_STT'] = interpreter.stt
 
             token = str(api.AccessToken('devkey', 'secret') \
-                .with_identity("identity") \
-                .with_name("my name") \
+                .with_identity("You") \
+                .with_name("You") \
                 .with_grants(api.VideoGrants(
                     room_join=True,
                     room="my-room",
diff --git a/software/poetry.lock b/software/poetry.lock
index 361a0f2..dd4ea71 100644
--- a/software/poetry.lock
+++ b/software/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 1.8.2 and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand.
 
 [[package]]
 name = "absl-py"
@@ -28,122 +28,111 @@ pycares = ">=4.0.0"
 [[package]]
 name = "aiohappyeyeballs"
 version = "2.4.3"
+version = "2.4.3"
 description = "Happy Eyeballs for asyncio"
 optional = false
 python-versions = ">=3.8"
 files = [
     {file = "aiohappyeyeballs-2.4.3-py3-none-any.whl", hash = "sha256:8a7a83727b2756f394ab2895ea0765a0a8c475e3c71e98d43d76f22b4b435572"},
     {file = "aiohappyeyeballs-2.4.3.tar.gz", hash = "sha256:75cf88a15106a5002a8eb1dab212525c00d1f4c0fa96e551c9fbe6f09a621586"},
+    {file = "aiohappyeyeballs-2.4.3-py3-none-any.whl", hash = "sha256:8a7a83727b2756f394ab2895ea0765a0a8c475e3c71e98d43d76f22b4b435572"},
+    {file = "aiohappyeyeballs-2.4.3.tar.gz", hash = "sha256:75cf88a15106a5002a8eb1dab212525c00d1f4c0fa96e551c9fbe6f09a621586"},
 ]
 
 [[package]]
 name = "aiohttp"
-version = "3.10.10"
+version = "3.11.2"
 description = "Async http client/server framework (asyncio)"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
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 ]
 
 [package.dependencies]
 aiohappyeyeballs = ">=2.3.0"
 aiosignal = ">=1.1.2"
-async-timeout = {version = ">=4.0,<5.0", markers = "python_version < \"3.11\""}
+async-timeout = {version = ">=4.0,<6.0", markers = "python_version < \"3.11\""}
 attrs = ">=17.3.0"
 frozenlist = ">=1.1.1"
 multidict = ">=4.5,<7.0"
-yarl = ">=1.12.0,<2.0"
+propcache = ">=0.2.0"
+yarl = ">=1.17.0,<2.0"
 
 [package.extras]
 speedups = ["Brotli", "aiodns (>=3.2.0)", "brotlicffi"]
@@ -198,12 +187,16 @@ files = [
 [[package]]
 name = "anyio"
 version = "4.6.2.post1"
+version = "4.6.2.post1"
 description = "High level compatibility layer for multiple asynchronous event loop implementations"
 optional = false
 python-versions = ">=3.9"
+python-versions = ">=3.9"
 files = [
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 [package.dependencies]
@@ -216,6 +209,9 @@ typing-extensions = {version = ">=4.1", markers = "python_version < \"3.11\""}
 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)", "pytest-mock (>=3.6.1)", "trustme", "truststore (>=0.9.1)", "uvloop (>=0.21.0b1)"]
 trio = ["trio (>=0.26.1)"]
+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)", "pytest-mock (>=3.6.1)", "trustme", "truststore (>=0.9.1)", "uvloop (>=0.21.0b1)"]
+trio = ["trio (>=0.26.1)"]
 
 [[package]]
 name = "appnope"
@@ -259,13 +255,13 @@ test = ["astroid (>=1,<2)", "astroid (>=2,<4)", "pytest"]
 
 [[package]]
 name = "async-timeout"
-version = "4.0.3"
+version = "5.0.1"
 description = "Timeout context manager for asyncio programs"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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 ]
 
 [[package]]
@@ -361,17 +357,17 @@ files = [
 
 [[package]]
 name = "azure-cognitiveservices-speech"
-version = "1.40.0"
+version = "1.41.1"
 description = "Microsoft Cognitive Services Speech SDK for Python"
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [[package]]
@@ -391,9 +387,11 @@ dev = ["freezegun (>=1.0,<2.0)", "pytest (>=6.0)", "pytest-cov"]
 [[package]]
 name = "black"
 version = "24.10.0"
+version = "24.10.0"
 description = "The uncompromising code formatter."
 optional = false
 python-versions = ">=3.9"
+python-versions = ">=3.9"
 files = [
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@@ -417,6 +415,28 @@ files = [
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 [package.dependencies]
@@ -431,6 +451,7 @@ typing-extensions = {version = ">=4.0.1", markers = "python_version < \"3.11\""}
 [package.extras]
 colorama = ["colorama (>=0.4.3)"]
 d = ["aiohttp (>=3.10)"]
+d = ["aiohttp (>=3.10)"]
 jupyter = ["ipython (>=7.8.0)", "tokenize-rt (>=3.2.0)"]
 uvloop = ["uvloop (>=0.15.2)"]
 
@@ -499,12 +520,15 @@ numpy = {version = ">=1.19.0", markers = "python_version >= \"3.9\""}
 [[package]]
 name = "bottle"
 version = "0.13.2"
+version = "0.13.2"
 description = "Fast and simple WSGI-framework for small web-applications."
 optional = false
 python-versions = "*"
 files = [
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 ]
 
 [[package]]
@@ -633,6 +657,7 @@ files = [
 [[package]]
 name = "charset-normalizer"
 version = "3.4.0"
+version = "3.4.0"
 description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
 optional = false
 python-versions = ">=3.7.0"
@@ -742,6 +767,111 @@ files = [
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 [[package]]
@@ -761,12 +891,15 @@ colorama = {version = "*", markers = "platform_system == \"Windows\""}
 [[package]]
 name = "cloudpathlib"
 version = "0.20.0"
+version = "0.20.0"
 description = "pathlib-style classes for cloud storage services."
 optional = false
 python-versions = ">=3.8"
 files = [
     {file = "cloudpathlib-0.20.0-py3-none-any.whl", hash = "sha256:7af3bcefbf73392ae7f31c08b3660ec31607f8c01b7f6262d4d73469a845f641"},
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 ]
 
 [package.dependencies]
@@ -840,12 +973,16 @@ test = ["pytest"]
 [[package]]
 name = "comtypes"
 version = "1.4.8"
+version = "1.4.8"
 description = "Pure Python COM package"
 optional = false
 python-versions = ">=3.8"
+python-versions = ">=3.8"
 files = [
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+    {file = "comtypes-1.4.8.zip", hash = "sha256:bb2286cfb3b96f838307200a85b00b98e1bdebf1e58ec3c28b36b1ccfafac01f"},
 ]
 
 [[package]]
@@ -865,76 +1002,65 @@ srsly = ">=2.4.0,<3.0.0"
 
 [[package]]
 name = "contourpy"
-version = "1.3.0"
+version = "1.3.1"
 description = "Python library for calculating contours of 2D quadrilateral grids"
 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.10"
 files = [
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 [package.dependencies]
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 description = "Deep learning for Text to Speech."
 optional = false
 python-versions = "<3.13,>=3.9"
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 tqdm = ">=4.64.1"
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 [package.extras]
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 languages = ["coqui-tts[bn,ja,ko,zh]"]
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 server = ["flask (>=3.0.0)"]
 zh = ["jieba (>=0.42.1)", "pypinyin (>=0.40.0)"]
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 [[package]]
 name = "coqui-tts-trainer"
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 description = "General purpose model trainer for PyTorch that is more flexible than it should be, by 🐸Coqui."
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 python-versions = "<3.13,>=3.9"
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 fsspec = ">=2023.6.0"
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 psutil = ">=5"
 soundfile = ">=0.12.0"
 tensorboard = ">=2.17.0"
-torch = ">=2.0"
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-test = ["accelerate (>=0.20.0)", "torchvision (>=0.15.1)"]
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 name = "ctranslate2"
 version = "4.5.0"
+version = "4.5.0"
 description = "Fast inference engine for Transformer models"
 optional = false
 python-versions = ">=3.8"
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 [package.dependencies]
@@ -1231,37 +1379,37 @@ langdetect = ["langdetect"]
 
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 ]
 
 [[package]]
@@ -1278,12 +1426,15 @@ files = [
 [[package]]
 name = "distlib"
 version = "0.3.9"
+version = "0.3.9"
 description = "Distribution utilities"
 optional = false
 python-versions = "*"
 files = [
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+    {file = "distlib-0.3.9-py2.py3-none-any.whl", hash = "sha256:47f8c22fd27c27e25a65601af709b38e4f0a45ea4fc2e710f65755fa8caaaf87"},
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 ]
 
 [[package]]
@@ -1300,20 +1451,28 @@ files = [
 [[package]]
 name = "dnspython"
 version = "2.7.0"
+version = "2.7.0"
 description = "DNS toolkit"
 optional = false
 python-versions = ">=3.9"
+python-versions = ">=3.9"
 files = [
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 [package.extras]
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 dnssec = ["cryptography (>=43)"]
+dev = ["black (>=23.1.0)", "coverage (>=7.0)", "flake8 (>=7)", "hypercorn (>=0.16.0)", "mypy (>=1.8)", "pylint (>=3)", "pytest (>=7.4)", "pytest-cov (>=4.1.0)", "quart-trio (>=0.11.0)", "sphinx (>=7.2.0)", "sphinx-rtd-theme (>=2.0.0)", "twine (>=4.0.0)", "wheel (>=0.42.0)"]
+dnssec = ["cryptography (>=43)"]
 doh = ["h2 (>=4.1.0)", "httpcore (>=1.0.0)", "httpx (>=0.26.0)"]
 doq = ["aioquic (>=1.0.0)"]
 idna = ["idna (>=3.7)"]
+doq = ["aioquic (>=1.0.0)"]
+idna = ["idna (>=3.7)"]
 trio = ["trio (>=0.23)"]
 wmi = ["wmi (>=1.5.1)"]
 
@@ -1355,23 +1514,27 @@ files = [
 
 [[package]]
 name = "elevenlabs"
-version = "1.9.0"
+version = "1.12.1"
 description = ""
 optional = false
 python-versions = "<4.0,>=3.8"
 files = [
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 ]
 
 [package.dependencies]
 httpx = ">=0.21.2"
 pydantic = ">=1.9.2"
 pydantic-core = ">=2.18.2,<3.0.0"
+pydantic-core = ">=2.18.2,<3.0.0"
 requests = ">=2.20"
 typing_extensions = ">=4.0.0"
 websockets = ">=11.0"
 
+[package.extras]
+pyaudio = ["pyaudio (>=0.2.14)"]
+
 [[package]]
 name = "email-validator"
 version = "2.2.0"
@@ -1389,17 +1552,17 @@ idna = ">=2.0.0"
 
 [[package]]
 name = "emoji"
-version = "2.8.0"
+version = "2.14.0"
 description = "Emoji for Python"
 optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+python-versions = ">=3.7"
 files = [
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+    {file = "emoji-2.14.0.tar.gz", hash = "sha256:f68ac28915a2221667cddb3e6c589303c3c6954c6c5af6fefaec7f9bdf72fdca"},
 ]
 
 [package.extras]
-dev = ["coverage", "coveralls", "pytest"]
+dev = ["coverage", "pytest (>=7.4.4)"]
 
 [[package]]
 name = "encodec"
@@ -1555,18 +1718,24 @@ dev = ["black (==23.*)", "flake8 (==6.*)", "isort (==5.*)", "pytest (==7.*)"]
 [[package]]
 name = "filelock"
 version = "3.16.1"
+version = "3.16.1"
 description = "A platform independent file lock."
 optional = false
 python-versions = ">=3.8"
 files = [
     {file = "filelock-3.16.1-py3-none-any.whl", hash = "sha256:2082e5703d51fbf98ea75855d9d5527e33d8ff23099bec374a134febee6946b0"},
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+    {file = "filelock-3.16.1-py3-none-any.whl", hash = "sha256:2082e5703d51fbf98ea75855d9d5527e33d8ff23099bec374a134febee6946b0"},
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 ]
 
 [package.extras]
 docs = ["furo (>=2024.8.6)", "sphinx (>=8.0.2)", "sphinx-autodoc-typehints (>=2.4.1)"]
 testing = ["covdefaults (>=2.3)", "coverage (>=7.6.1)", "diff-cover (>=9.2)", "pytest (>=8.3.3)", "pytest-asyncio (>=0.24)", "pytest-cov (>=5)", "pytest-mock (>=3.14)", "pytest-timeout (>=2.3.1)", "virtualenv (>=20.26.4)"]
 typing = ["typing-extensions (>=4.12.2)"]
+docs = ["furo (>=2024.8.6)", "sphinx (>=8.0.2)", "sphinx-autodoc-typehints (>=2.4.1)"]
+testing = ["covdefaults (>=2.3)", "coverage (>=7.6.1)", "diff-cover (>=9.2)", "pytest (>=8.3.3)", "pytest-asyncio (>=0.24)", "pytest-cov (>=5)", "pytest-mock (>=3.14)", "pytest-timeout (>=2.3.1)", "virtualenv (>=20.26.4)"]
+typing = ["typing-extensions (>=4.12.2)"]
 
 [[package]]
 name = "flatbuffers"
@@ -1581,59 +1750,61 @@ files = [
 
 [[package]]
 name = "fonttools"
-version = "4.54.1"
+version = "4.55.0"
 description = "Tools to manipulate font files"
 optional = false
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 [package.extras]
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 [[package]]
 name = "frozenlist"
 version = "1.5.0"
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 description = "A list-like structure which implements collections.abc.MutableSequence"
 optional = false
 python-versions = ">=3.8"
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 [[package]]
 name = "fsspec"
 version = "2024.10.0"
+version = "2024.10.0"
 description = "File-system specification"
 optional = false
 python-versions = ">=3.8"
 files = [
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 [[package]]
 name = "google-api-core"
-version = "2.21.0"
+version = "2.23.0"
 description = "Google API client core library"
 optional = false
 python-versions = ">=3.7"
 files = [
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 [package.extras]
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 grpcio-gcp = ["grpcio-gcp (>=0.2.2,<1.0.dev0)"]
 
 [[package]]
 name = "google-api-python-client"
-version = "2.149.0"
+version = "2.153.0"
 description = "Google API Client Library for Python"
 optional = false
 python-versions = ">=3.7"
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 ]
 
 [package.dependencies]
@@ -1908,13 +2176,13 @@ uritemplate = ">=3.0.1,<5"
 
 [[package]]
 name = "google-auth"
-version = "2.35.0"
+version = "2.36.0"
 description = "Google Authentication Library"
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 python-versions = ">=3.7"
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 [package.dependencies]
@@ -1969,13 +2237,13 @@ dev = ["Pillow", "absl-py", "black", "ipython", "nose2", "pandas", "pytype", "py
 
 [[package]]
 name = "googleapis-common-protos"
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 python-versions = ">=3.7"
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 [package.dependencies]
@@ -1986,70 +2254,70 @@ grpc = ["grpcio (>=1.44.0,<2.0.0.dev0)"]
 
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 ]
 
 [package.extras]
-protobuf = ["grpcio-tools (>=1.67.0)"]
+protobuf = ["grpcio-tools (>=1.67.1)"]
 
 [[package]]
 name = "grpcio-status"
@@ -2070,16 +2338,19 @@ protobuf = ">=4.21.6"
 [[package]]
 name = "gruut"
 version = "2.4.0"
+version = "2.4.0"
 description = "A tokenizer, text cleaner, and phonemizer for many human languages."
 optional = false
 python-versions = ">=3.6"
 files = [
     {file = "gruut-2.4.0.tar.gz", hash = "sha256:a49f693266a3a1ab5a6bde77a8f560ef27712b4169b5a6b02e6a1a873342e19e"},
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 ]
 
 [package.dependencies]
 Babel = ">=2.8.0,<3.0.0"
 dateparser = ">=1.1.1,<1.2.0"
+dateparser = ">=1.1.1,<1.2.0"
 gruut-ipa = ">=0.12.0,<1.0"
 gruut_lang_de = {version = ">=2.0.0,<2.1.0", optional = true, markers = "extra == \"de\""}
 gruut_lang_en = ">=2.0.0,<2.1.0"
@@ -2087,15 +2358,19 @@ gruut_lang_es = {version = ">=2.0.0,<2.1.0", optional = true, markers = "extra =
 gruut_lang_fr = {version = ">=2.0.0,<2.1.0", optional = true, markers = "extra == \"fr\""}
 jsonlines = ">=1.2.0,<1.3.0"
 networkx = ">=2.5.0"
+networkx = ">=2.5.0"
 num2words = ">=0.5.10,<1.0.0"
 numpy = ">=1.19.0"
+numpy = ">=1.19.0"
 python-crfsuite = ">=0.9.7,<0.10.0"
 
 [package.extras]
 align = ["aeneas (>=1.7.3.0,<1.8.0.0)", "pydub (>=0.24.1,<0.25.0)"]
 all = ["aeneas (>=1.7.3.0,<1.8.0.0)", "codernitydb3 (>=0.6.0,<0.7.0)", "conllu (>=4.4)", "gruut_lang_ar (>=2.0.0,<2.1.0)", "gruut_lang_ca (>=2.0.0,<2.1.0)", "gruut_lang_cs (>=2.0.0,<2.1.0)", "gruut_lang_de (>=2.0.0,<2.1.0)", "gruut_lang_es (>=2.0.0,<2.1.0)", "gruut_lang_fa (>=2.0.0,<2.1.0)", "gruut_lang_fr (>=2.0.0,<2.1.0)", "gruut_lang_it (>=2.0.0,<2.1.0)", "gruut_lang_lb (>=2.0.0,<2.1.0)", "gruut_lang_nl (>=2.0.0,<2.1.0)", "gruut_lang_pt (>=2.0.0,<2.1.0)", "gruut_lang_ru (>=2.0.0,<2.1.0)", "gruut_lang_sv (>=2.0.0,<2.1.0)", "gruut_lang_sw (>=2.0.0,<2.1.0)", "hazm (>=0.7.0,<0.8.0)", "mishkal (>=0.4.0,<0.5.0)", "phonetisaurus (>=0.3.0,<0.4.0)", "pydub (>=0.24.1,<0.25.0)", "rapidfuzz (>=2.11.1)"]
+all = ["aeneas (>=1.7.3.0,<1.8.0.0)", "codernitydb3 (>=0.6.0,<0.7.0)", "conllu (>=4.4)", "gruut_lang_ar (>=2.0.0,<2.1.0)", "gruut_lang_ca (>=2.0.0,<2.1.0)", "gruut_lang_cs (>=2.0.0,<2.1.0)", "gruut_lang_de (>=2.0.0,<2.1.0)", "gruut_lang_es (>=2.0.0,<2.1.0)", "gruut_lang_fa (>=2.0.0,<2.1.0)", "gruut_lang_fr (>=2.0.0,<2.1.0)", "gruut_lang_it (>=2.0.0,<2.1.0)", "gruut_lang_lb (>=2.0.0,<2.1.0)", "gruut_lang_nl (>=2.0.0,<2.1.0)", "gruut_lang_pt (>=2.0.0,<2.1.0)", "gruut_lang_ru (>=2.0.0,<2.1.0)", "gruut_lang_sv (>=2.0.0,<2.1.0)", "gruut_lang_sw (>=2.0.0,<2.1.0)", "hazm (>=0.7.0,<0.8.0)", "mishkal (>=0.4.0,<0.5.0)", "phonetisaurus (>=0.3.0,<0.4.0)", "pydub (>=0.24.1,<0.25.0)", "rapidfuzz (>=2.11.1)"]
 ar = ["codernitydb3 (>=0.6.0,<0.7.0)", "gruut_lang_ar (>=2.0.0,<2.1.0)", "mishkal (>=0.4.0,<0.5.0)"]
 ca = ["gruut_lang_ca (>=2.0.0,<2.1.0)"]
+ca = ["gruut_lang_ca (>=2.0.0,<2.1.0)"]
 cs = ["gruut_lang_cs (>=2.0.0,<2.1.0)"]
 de = ["gruut_lang_de (>=2.0.0,<2.1.0)"]
 es = ["gruut_lang_es (>=2.0.0,<2.1.0)"]
@@ -2110,6 +2385,7 @@ ru = ["gruut_lang_ru (>=2.0.0,<2.1.0)"]
 sv = ["gruut_lang_sv (>=2.0.0,<2.1.0)"]
 sw = ["gruut_lang_sw (>=2.0.0,<2.1.0)"]
 train = ["conllu (>=4.4)", "rapidfuzz (>=2.11.1)"]
+train = ["conllu (>=4.4)", "rapidfuzz (>=2.11.1)"]
 
 [[package]]
 name = "gruut-ipa"
@@ -2164,12 +2440,15 @@ files = [
 [[package]]
 name = "gtts"
 version = "2.5.3"
+version = "2.5.3"
 description = "gTTS (Google Text-to-Speech), a Python library and CLI tool to interface with Google Translate text-to-speech API"
 optional = false
 python-versions = ">=3.7"
 files = [
     {file = "gTTS-2.5.3-py3-none-any.whl", hash = "sha256:ca5d962f7bf57238500d83c61cf3de76b0aa78b18658f3db5c0396e604caa0f5"},
     {file = "gtts-2.5.3.tar.gz", hash = "sha256:d9f873c2f3a397c77c7a8c5dc128fc35fbed59f3e240cef0bff6c80d8cc12106"},
+    {file = "gTTS-2.5.3-py3-none-any.whl", hash = "sha256:ca5d962f7bf57238500d83c61cf3de76b0aa78b18658f3db5c0396e604caa0f5"},
+    {file = "gtts-2.5.3.tar.gz", hash = "sha256:d9f873c2f3a397c77c7a8c5dc128fc35fbed59f3e240cef0bff6c80d8cc12106"},
 ]
 
 [package.dependencies]
@@ -2179,6 +2458,7 @@ requests = ">=2.27,<3"
 [package.extras]
 docs = ["sphinx", "sphinx-autobuild", "sphinx-click", "sphinx-mdinclude", "sphinx-rtd-theme"]
 tests = ["pytest (>=7.1.3,<8.4.0)", "pytest-cov", "testfixtures"]
+tests = ["pytest (>=7.1.3,<8.4.0)", "pytest-cov", "testfixtures"]
 
 [[package]]
 name = "h11"
@@ -2215,17 +2495,22 @@ ipython = ["IPython (==5.7.0)", "ipywidgets (==7.1.0)"]
 [[package]]
 name = "html2image"
 version = "2.0.5"
+version = "2.0.5"
 description = "Package acting as a wrapper around the headless mode of existing web browsers to generate images from URLs and from HTML+CSS strings or files."
 optional = false
 python-versions = "<4.0,>=3.6"
+python-versions = "<4.0,>=3.6"
 files = [
     {file = "html2image-2.0.5-py3-none-any.whl", hash = "sha256:71593b6b1e100a585201833656cc7446ce1d2d5c7ec101b507c5c2b71bca6ecc"},
     {file = "html2image-2.0.5.tar.gz", hash = "sha256:8d3cf5ee805647d1fb21442137349b3ab0e352b4cac7e4280e2a0f841466e87c"},
+    {file = "html2image-2.0.5-py3-none-any.whl", hash = "sha256:71593b6b1e100a585201833656cc7446ce1d2d5c7ec101b507c5c2b71bca6ecc"},
+    {file = "html2image-2.0.5.tar.gz", hash = "sha256:8d3cf5ee805647d1fb21442137349b3ab0e352b4cac7e4280e2a0f841466e87c"},
 ]
 
 [package.dependencies]
 requests = "*"
 websocket-client = "==1.*"
+websocket-client = "==1.*"
 
 [[package]]
 name = "html2text"
@@ -2239,13 +2524,13 @@ files = [
 
 [[package]]
 name = "httpcore"
-version = "1.0.6"
+version = "1.0.7"
 description = "A minimal low-level HTTP client."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "httpcore-1.0.6-py3-none-any.whl", hash = "sha256:27b59625743b85577a8c0e10e55b50b5368a4f2cfe8cc7bcfa9cf00829c2682f"},
-    {file = "httpcore-1.0.6.tar.gz", hash = "sha256:73f6dbd6eb8c21bbf7ef8efad555481853f5f6acdeaff1edb0694289269ee17f"},
+    {file = "httpcore-1.0.7-py3-none-any.whl", hash = "sha256:a3fff8f43dc260d5bd363d9f9cf1830fa3a458b332856f34282de498ed420edd"},
+    {file = "httpcore-1.0.7.tar.gz", hash = "sha256:8551cb62a169ec7162ac7be8d4817d561f60e08eaa485234898414bb5a8a0b4c"},
 ]
 
 [package.dependencies]
@@ -2257,6 +2542,7 @@ asyncio = ["anyio (>=4.0,<5.0)"]
 http2 = ["h2 (>=3,<5)"]
 socks = ["socksio (==1.*)"]
 trio = ["trio (>=0.22.0,<1.0)"]
+trio = ["trio (>=0.22.0,<1.0)"]
 
 [[package]]
 name = "httplib2"
@@ -2275,6 +2561,7 @@ pyparsing = {version = ">=2.4.2,<3.0.0 || >3.0.0,<3.0.1 || >3.0.1,<3.0.2 || >3.0
 [[package]]
 name = "httptools"
 version = "0.6.4"
+version = "0.6.4"
 description = "A collection of framework independent HTTP protocol utils."
 optional = false
 python-versions = ">=3.8.0"
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 ]
 
 [package.extras]
 test = ["Cython (>=0.29.24)"]
+test = ["Cython (>=0.29.24)"]
 
 [[package]]
 name = "httpx"
@@ -2354,13 +2685,13 @@ zstd = ["zstandard (>=0.18.0)"]
 
 [[package]]
 name = "huggingface-hub"
-version = "0.26.1"
+version = "0.26.2"
 description = "Client library to download and publish models, datasets and other repos on the huggingface.co hub"
 optional = false
 python-versions = ">=3.8.0"
 files = [
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 ]
 
 [package.dependencies]
@@ -2374,15 +2705,20 @@ typing-extensions = ">=3.7.4.3"
 
 [package.extras]
 all = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "fastapi", "gradio (>=4.0.0)", "jedi", "libcst (==1.4.0)", "mypy (==1.5.1)", "numpy", "pytest (>=8.1.1,<8.2.2)", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-mock", "pytest-rerunfailures", "pytest-vcr", "pytest-xdist", "ruff (>=0.5.0)", "soundfile", "types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "typing-extensions (>=4.8.0)", "urllib3 (<2.0)"]
+all = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "fastapi", "gradio (>=4.0.0)", "jedi", "libcst (==1.4.0)", "mypy (==1.5.1)", "numpy", "pytest (>=8.1.1,<8.2.2)", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-mock", "pytest-rerunfailures", "pytest-vcr", "pytest-xdist", "ruff (>=0.5.0)", "soundfile", "types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "typing-extensions (>=4.8.0)", "urllib3 (<2.0)"]
 cli = ["InquirerPy (==0.3.4)"]
 dev = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "fastapi", "gradio (>=4.0.0)", "jedi", "libcst (==1.4.0)", "mypy (==1.5.1)", "numpy", "pytest (>=8.1.1,<8.2.2)", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-mock", "pytest-rerunfailures", "pytest-vcr", "pytest-xdist", "ruff (>=0.5.0)", "soundfile", "types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "typing-extensions (>=4.8.0)", "urllib3 (<2.0)"]
+dev = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "fastapi", "gradio (>=4.0.0)", "jedi", "libcst (==1.4.0)", "mypy (==1.5.1)", "numpy", "pytest (>=8.1.1,<8.2.2)", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-mock", "pytest-rerunfailures", "pytest-vcr", "pytest-xdist", "ruff (>=0.5.0)", "soundfile", "types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "typing-extensions (>=4.8.0)", "urllib3 (<2.0)"]
 fastai = ["fastai (>=2.4)", "fastcore (>=1.3.27)", "toml"]
 hf-transfer = ["hf-transfer (>=0.1.4)"]
 inference = ["aiohttp"]
 quality = ["libcst (==1.4.0)", "mypy (==1.5.1)", "ruff (>=0.5.0)"]
+inference = ["aiohttp"]
+quality = ["libcst (==1.4.0)", "mypy (==1.5.1)", "ruff (>=0.5.0)"]
 tensorflow = ["graphviz", "pydot", "tensorflow"]
 tensorflow-testing = ["keras (<3.0)", "tensorflow"]
 testing = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "fastapi", "gradio (>=4.0.0)", "jedi", "numpy", "pytest (>=8.1.1,<8.2.2)", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-mock", "pytest-rerunfailures", "pytest-vcr", "pytest-xdist", "soundfile", "urllib3 (<2.0)"]
+testing = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "fastapi", "gradio (>=4.0.0)", "jedi", "numpy", "pytest (>=8.1.1,<8.2.2)", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-mock", "pytest-rerunfailures", "pytest-vcr", "pytest-xdist", "soundfile", "urllib3 (<2.0)"]
 torch = ["safetensors[torch]", "torch"]
 typing = ["types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "typing-extensions (>=4.8.0)"]
 
@@ -2402,13 +2738,13 @@ pyreadline3 = {version = "*", markers = "sys_platform == \"win32\" and python_ve
 
 [[package]]
 name = "identify"
-version = "2.6.1"
+version = "2.6.2"
 description = "File identification library for Python"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 files = [
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-    {file = "identify-2.6.1.tar.gz", hash = "sha256:91478c5fb7c3aac5ff7bf9b4344f803843dc586832d5f110d672b19aa1984c98"},
+    {file = "identify-2.6.2-py2.py3-none-any.whl", hash = "sha256:c097384259f49e372f4ea00a19719d95ae27dd5ff0fd77ad630aa891306b82f3"},
+    {file = "identify-2.6.2.tar.gz", hash = "sha256:fab5c716c24d7a789775228823797296a2994b075fb6080ac83a102772a98cbd"},
 ]
 
 [package.extras]
@@ -2417,49 +2753,67 @@ license = ["ukkonen"]
 [[package]]
 name = "idna"
 version = "3.10"
+version = "3.10"
 description = "Internationalized Domain Names in Applications (IDNA)"
 optional = false
 python-versions = ">=3.6"
 files = [
     {file = "idna-3.10-py3-none-any.whl", hash = "sha256:946d195a0d259cbba61165e88e65941f16e9b36ea6ddb97f00452bae8b1287d3"},
     {file = "idna-3.10.tar.gz", hash = "sha256:12f65c9b470abda6dc35cf8e63cc574b1c52b11df2c86030af0ac09b01b13ea9"},
+    {file = "idna-3.10-py3-none-any.whl", hash = "sha256:946d195a0d259cbba61165e88e65941f16e9b36ea6ddb97f00452bae8b1287d3"},
+    {file = "idna-3.10.tar.gz", hash = "sha256:12f65c9b470abda6dc35cf8e63cc574b1c52b11df2c86030af0ac09b01b13ea9"},
 ]
 
 [package.extras]
 all = ["flake8 (>=7.1.1)", "mypy (>=1.11.2)", "pytest (>=8.3.2)", "ruff (>=0.6.2)"]
 
+[package.extras]
+all = ["flake8 (>=7.1.1)", "mypy (>=1.11.2)", "pytest (>=8.3.2)", "ruff (>=0.6.2)"]
+
 [[package]]
 name = "importlib-metadata"
 version = "8.5.0"
+version = "8.5.0"
 description = "Read metadata from Python packages"
 optional = false
 python-versions = ">=3.8"
 files = [
     {file = "importlib_metadata-8.5.0-py3-none-any.whl", hash = "sha256:45e54197d28b7a7f1559e60b95e7c567032b602131fbd588f1497f47880aa68b"},
     {file = "importlib_metadata-8.5.0.tar.gz", hash = "sha256:71522656f0abace1d072b9e5481a48f07c138e00f079c38c8f883823f9c26bd7"},
+    {file = "importlib_metadata-8.5.0-py3-none-any.whl", hash = "sha256:45e54197d28b7a7f1559e60b95e7c567032b602131fbd588f1497f47880aa68b"},
+    {file = "importlib_metadata-8.5.0.tar.gz", hash = "sha256:71522656f0abace1d072b9e5481a48f07c138e00f079c38c8f883823f9c26bd7"},
 ]
 
 [package.dependencies]
 zipp = ">=3.20"
+zipp = ">=3.20"
 
 [package.extras]
 check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)"]
 cover = ["pytest-cov"]
+check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)"]
+cover = ["pytest-cov"]
 doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
 enabler = ["pytest-enabler (>=2.2)"]
+enabler = ["pytest-enabler (>=2.2)"]
 perf = ["ipython"]
 test = ["flufl.flake8", "importlib-resources (>=1.3)", "jaraco.test (>=5.4)", "packaging", "pyfakefs", "pytest (>=6,!=8.1.*)", "pytest-perf (>=0.9.2)"]
 type = ["pytest-mypy"]
+test = ["flufl.flake8", "importlib-resources (>=1.3)", "jaraco.test (>=5.4)", "packaging", "pyfakefs", "pytest (>=6,!=8.1.*)", "pytest-perf (>=0.9.2)"]
+type = ["pytest-mypy"]
 
 [[package]]
 name = "inflect"
 version = "7.4.0"
+version = "7.4.0"
 description = "Correctly generate plurals, singular nouns, ordinals, indefinite articles"
 optional = false
 python-versions = ">=3.8"
 files = [
     {file = "inflect-7.4.0-py3-none-any.whl", hash = "sha256:85af0997ee2bda942b1c1eed8c8a827abda91aa3e22d1efaa0eea817f9350ce7"},
     {file = "inflect-7.4.0.tar.gz", hash = "sha256:904baa17cc2cb74827a6c27b95692e95670dadc72b208b3e8c1c05aeed47026b"},
+    {file = "inflect-7.4.0-py3-none-any.whl", hash = "sha256:85af0997ee2bda942b1c1eed8c8a827abda91aa3e22d1efaa0eea817f9350ce7"},
+    {file = "inflect-7.4.0.tar.gz", hash = "sha256:904baa17cc2cb74827a6c27b95692e95670dadc72b208b3e8c1c05aeed47026b"},
 ]
 
 [package.dependencies]
@@ -2469,10 +2823,15 @@ typeguard = ">=4.0.1"
 [package.extras]
 check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)"]
 cover = ["pytest-cov"]
+check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)"]
+cover = ["pytest-cov"]
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 enabler = ["pytest-enabler (>=2.2)"]
 test = ["pygments", "pytest (>=6,!=8.1.*)"]
 type = ["pytest-mypy"]
+enabler = ["pytest-enabler (>=2.2)"]
+test = ["pygments", "pytest (>=6,!=8.1.*)"]
+type = ["pytest-mypy"]
 
 [[package]]
 name = "iniconfig"
@@ -2550,13 +2909,13 @@ test = ["flaky", "ipyparallel", "pre-commit", "pytest (>=7.0)", "pytest-asyncio
 
 [[package]]
 name = "ipython"
-version = "8.28.0"
+version = "8.29.0"
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 optional = false
 python-versions = ">=3.10"
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 [package.dependencies]
@@ -2623,36 +2982,33 @@ colors = ["colorama (>=0.4.6)"]
 
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+version = "1.1.0"
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+python-versions = ">=3.9"
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-[package.dependencies]
-typing-extensions = ">=3.7.4.3"
-
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 name = "jedi"
-version = "0.19.1"
+version = "0.19.2"
 description = "An autocompletion tool for Python that can be used for text editors."
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 python-versions = ">=3.6"
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 [package.dependencies]
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+parso = ">=0.8.4,<0.9.0"
 
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-testing = ["Django", "attrs", "colorama", "docopt", "pytest (<7.0.0)"]
+testing = ["Django", "attrs", "colorama", "docopt", "pytest (<9.0.0)"]
 
 [[package]]
 name = "jinja2"
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 [[package]]
@@ -2816,12 +3172,16 @@ format-nongpl = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-
 [[package]]
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 version = "2024.10.1"
+version = "2024.10.1"
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 optional = false
 python-versions = ">=3.9"
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 files = [
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 ]
 
 [package.dependencies]
@@ -2830,12 +3190,15 @@ referencing = ">=0.31.0"
 [[package]]
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 version = "8.6.3"
+version = "8.6.3"
 description = "Jupyter protocol implementation and client libraries"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -3006,12 +3369,15 @@ files = [
 [[package]]
 name = "langcodes"
 version = "3.4.1"
+version = "3.4.1"
 description = "Tools for labeling human languages with IETF language tags"
 optional = false
 python-versions = ">=3.8"
 files = [
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 [package.dependencies]
@@ -3091,13 +3457,13 @@ tests = ["matplotlib (>=3.5.0)", "packaging (>=20.0)", "pytest", "pytest-cov", "
 
 [[package]]
 name = "litellm"
-version = "1.49.7"
+version = "1.52.8"
 description = "Library to easily interface with LLM API providers"
 optional = false
 python-versions = "!=2.7.*,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,!=3.7.*,>=3.8"
 files = [
-    {file = "litellm-1.49.7-py3-none-any.whl", hash = "sha256:30f0c5b1b0a1466ae29006f3d3b29dd8a3836387375cc2efbde9a5d76bc92673"},
-    {file = "litellm-1.49.7.tar.gz", hash = "sha256:9442b5c0922580ce3d536030247800c0112c64c0f123aad1a4a87872e51f0e09"},
+    {file = "litellm-1.52.8-py3-none-any.whl", hash = "sha256:aa0845be8d5852802d50ab6d0b85b88f9a847a02b88d865b2984077c18dabc98"},
+    {file = "litellm-1.52.8.tar.gz", hash = "sha256:18606f21f01c2be3a8c1589c563879cd3c8251b32480fc3822a2775b5f7a6e13"},
 ]
 
 [package.dependencies]
@@ -3106,7 +3472,7 @@ click = "*"
 importlib-metadata = ">=6.8.0"
 jinja2 = ">=3.1.2,<4.0.0"
 jsonschema = ">=4.22.0,<5.0.0"
-openai = ">=1.51.0"
+openai = ">=1.54.0"
 pydantic = ">=2.0.0,<3.0.0"
 python-dotenv = ">=0.2.0"
 requests = ">=2.31.0,<3.0.0"
@@ -3116,20 +3482,22 @@ tokenizers = "*"
 [package.extras]
 extra-proxy = ["azure-identity (>=1.15.0,<2.0.0)", "azure-keyvault-secrets (>=4.8.0,<5.0.0)", "google-cloud-kms (>=2.21.3,<3.0.0)", "prisma (==0.11.0)", "resend (>=0.8.0,<0.9.0)"]
 proxy = ["PyJWT (>=2.8.0,<3.0.0)", "apscheduler (>=3.10.4,<4.0.0)", "backoff", "cryptography (>=42.0.5,<43.0.0)", "fastapi (>=0.111.0,<0.112.0)", "fastapi-sso (>=0.10.0,<0.11.0)", "gunicorn (>=22.0.0,<23.0.0)", "orjson (>=3.9.7,<4.0.0)", "pynacl (>=1.5.0,<2.0.0)", "python-multipart (>=0.0.9,<0.0.10)", "pyyaml (>=6.0.1,<7.0.0)", "rq", "uvicorn (>=0.22.0,<0.23.0)"]
+extra-proxy = ["azure-identity (>=1.15.0,<2.0.0)", "azure-keyvault-secrets (>=4.8.0,<5.0.0)", "google-cloud-kms (>=2.21.3,<3.0.0)", "prisma (==0.11.0)", "resend (>=0.8.0,<0.9.0)"]
+proxy = ["PyJWT (>=2.8.0,<3.0.0)", "apscheduler (>=3.10.4,<4.0.0)", "backoff", "cryptography (>=42.0.5,<43.0.0)", "fastapi (>=0.111.0,<0.112.0)", "fastapi-sso (>=0.10.0,<0.11.0)", "gunicorn (>=22.0.0,<23.0.0)", "orjson (>=3.9.7,<4.0.0)", "pynacl (>=1.5.0,<2.0.0)", "python-multipart (>=0.0.9,<0.0.10)", "pyyaml (>=6.0.1,<7.0.0)", "rq", "uvicorn (>=0.22.0,<0.23.0)"]
 
 [[package]]
 name = "livekit"
-version = "0.17.5"
+version = "0.17.6"
 description = "Python Real-time SDK for LiveKit"
 optional = false
 python-versions = ">=3.9.0"
 files = [
-    {file = "livekit-0.17.5-py3-none-macosx_10_9_x86_64.whl", hash = "sha256:716268a47d87c6da8857ca2942616355038519e8ff5a2c5d30f19d60a3447990"},
-    {file = "livekit-0.17.5-py3-none-macosx_11_0_arm64.whl", hash = "sha256:fb4a7a8ca6e094d8a7a86f1abeee0bb274697490a92e79cddbbdfdc9f71baa6a"},
-    {file = "livekit-0.17.5-py3-none-manylinux_2_28_aarch64.whl", hash = "sha256:885f63c510540edef15d75e8a381ccd498880efbaaf9dbeee51c6c0bd214d307"},
-    {file = "livekit-0.17.5-py3-none-manylinux_2_28_x86_64.whl", hash = "sha256:32b9436d6e02f1a1ba1be33dedcb8257cd8d297fb3e5615a21426e4b0b7b27c9"},
-    {file = "livekit-0.17.5-py3-none-win_amd64.whl", hash = "sha256:f19f7d884ffc75a1c37dd518d72e01e3a0a85a361817260c88a6753e1403ec53"},
-    {file = "livekit-0.17.5.tar.gz", hash = "sha256:fc5fb7b6fb99d84722bc3c02dc0658adaf28c8bc1212c5555600688fd6a9f380"},
+    {file = "livekit-0.17.6-py3-none-macosx_10_9_x86_64.whl", hash = "sha256:f72fff17ca905e9238ebda374de605998d506751834f576d93d5755be3ba9b79"},
+    {file = "livekit-0.17.6-py3-none-macosx_11_0_arm64.whl", hash = "sha256:c251c42f3c3fc76aeff7188929909eda5f186a2a734202bbf32eebe3e87a22aa"},
+    {file = "livekit-0.17.6-py3-none-manylinux_2_28_aarch64.whl", hash = "sha256:6a08b61e3f44e4c034be9a525153ce7d0b469324e96d8e706b0ea9b2a20ec5d5"},
+    {file = "livekit-0.17.6-py3-none-manylinux_2_28_x86_64.whl", hash = "sha256:70e554ac9e555945f5f9a76d3ae2c4a7b1c2cb42905821cfe8e182419c39f343"},
+    {file = "livekit-0.17.6-py3-none-win_amd64.whl", hash = "sha256:3ebf39890759fee93ebf3443c2da24281f9f6e59a8f39ebda0f3001279a90dda"},
+    {file = "livekit-0.17.6.tar.gz", hash = "sha256:541076691dd214a3b89b9becb8e508c7276340e073ada74ba0883e7c97d5f991"},
 ]
 
 [package.dependencies]
@@ -3139,12 +3507,15 @@ types-protobuf = ">=3"
 [[package]]
 name = "livekit-agents"
 version = "0.10.2"
+version = "0.10.2"
 description = "LiveKit Python Agents"
 optional = false
 python-versions = ">=3.9.0"
 files = [
     {file = "livekit_agents-0.10.2-py3-none-any.whl", hash = "sha256:318e7217538e52a89d3296a773f28d2e16eca8287bbd348c0f3af85c465926d7"},
     {file = "livekit_agents-0.10.2.tar.gz", hash = "sha256:893b71b67711fdc0df0812e7a10cdbb3db13b6fee2233ded04607825a4175624"},
+    {file = "livekit_agents-0.10.2-py3-none-any.whl", hash = "sha256:318e7217538e52a89d3296a773f28d2e16eca8287bbd348c0f3af85c465926d7"},
+    {file = "livekit_agents-0.10.2.tar.gz", hash = "sha256:893b71b67711fdc0df0812e7a10cdbb3db13b6fee2233ded04607825a4175624"},
 ]
 
 [package.dependencies]
@@ -3154,6 +3525,7 @@ av = {version = ">=11.0.0", optional = true, markers = "extra == \"codecs\""}
 click = ">=8.1,<9.0"
 colorama = {version = "*", markers = "sys_platform == \"win32\""}
 livekit = ">=0.17.5"
+livekit = ">=0.17.5"
 livekit-api = ">=0.6,<1.0"
 livekit-protocol = ">=0.6,<1.0"
 pillow = {version = ">=10.3.0,<10.4.0", optional = true, markers = "extra == \"images\""}
@@ -3162,6 +3534,7 @@ psutil = ">=5.9,<6.0"
 pyjwt = ">=2.0.0"
 types-protobuf = ">=4,<5"
 typing-extensions = ">=4.12,<5.0"
+typing-extensions = ">=4.12,<5.0"
 watchfiles = ">=0.22,<1.0"
 
 [package.extras]
@@ -3170,18 +3543,18 @@ images = ["pillow (>=10.3.0,<10.4.0)"]
 
 [[package]]
 name = "livekit-api"
-version = "0.7.1"
+version = "0.8.0"
 description = "Python Server API for LiveKit"
 optional = false
 python-versions = ">=3.9.0"
 files = [
-    {file = "livekit_api-0.7.1-py3-none-any.whl", hash = "sha256:5db790c8be3c43c2a2bf3f1fddf0f9d2334c2acd8feb378df89c5eef7c7331b9"},
-    {file = "livekit_api-0.7.1.tar.gz", hash = "sha256:89ba4beff816dc60ef7d2eb22fe405e9724417ae3a15e2fc9a54f5f115e98c0a"},
+    {file = "livekit_api-0.8.0-py3-none-any.whl", hash = "sha256:3015aa9e65d48a91ff76d4c9595b5526da5f3dd52885d175f3f99e7171e440ef"},
+    {file = "livekit_api-0.8.0.tar.gz", hash = "sha256:40da0ed29471f8ae588c0c6560b7cc0a6d889e1a612283ec8c2c3f639524888d"},
 ]
 
 [package.dependencies]
 aiohttp = ">=3.9.0"
-livekit-protocol = ">=0.6.0,<2"
+livekit-protocol = ">=0.7.0,<2"
 protobuf = ">=3"
 pyjwt = ">=2.0.0"
 types-protobuf = ">=4,<5"
@@ -3203,27 +3576,35 @@ livekit-agents = ">=0.8.0.dev0"
 [[package]]
 name = "livekit-plugins-deepgram"
 version = "0.6.8"
+version = "0.6.8"
 description = "Agent Framework plugin for services using Deepgram's API."
 optional = false
 python-versions = ">=3.9.0"
 files = [
     {file = "livekit_plugins_deepgram-0.6.8-py3-none-any.whl", hash = "sha256:e51e076f26881a49f1a4bd048a37e57f9bb6fc16002c8a7c9962ca6c6f5300df"},
     {file = "livekit_plugins_deepgram-0.6.8.tar.gz", hash = "sha256:5e0c941a10250dc1d2cf68f51c7b5a911020d517a1d6fae4b16ed2bff057314d"},
+    {file = "livekit_plugins_deepgram-0.6.8-py3-none-any.whl", hash = "sha256:e51e076f26881a49f1a4bd048a37e57f9bb6fc16002c8a7c9962ca6c6f5300df"},
+    {file = "livekit_plugins_deepgram-0.6.8.tar.gz", hash = "sha256:5e0c941a10250dc1d2cf68f51c7b5a911020d517a1d6fae4b16ed2bff057314d"},
 ]
 
 [package.dependencies]
 livekit-agents = ">=0.8.0"
 numpy = ">=1.21,<2.0"
+livekit-agents = ">=0.8.0"
+numpy = ">=1.21,<2.0"
 
 [[package]]
 name = "livekit-plugins-elevenlabs"
 version = "0.7.5"
+version = "0.7.5"
 description = "Agent Framework plugin for voice synthesis with ElevenLabs' API."
 optional = false
 python-versions = ">=3.9.0"
 files = [
     {file = "livekit_plugins_elevenlabs-0.7.5-py3-none-any.whl", hash = "sha256:9b4db951b791d9f25a82e8582c6feb19c67b2619806b9e2cb3078ebad4fe6997"},
     {file = "livekit_plugins_elevenlabs-0.7.5.tar.gz", hash = "sha256:de1dbfabe8e518af2b31e49ef6747e2680086ea967f36c4cb1670b12e83cea9e"},
+    {file = "livekit_plugins_elevenlabs-0.7.5-py3-none-any.whl", hash = "sha256:9b4db951b791d9f25a82e8582c6feb19c67b2619806b9e2cb3078ebad4fe6997"},
+    {file = "livekit_plugins_elevenlabs-0.7.5.tar.gz", hash = "sha256:de1dbfabe8e518af2b31e49ef6747e2680086ea967f36c4cb1670b12e83cea9e"},
 ]
 
 [package.dependencies]
@@ -3232,12 +3613,15 @@ livekit-agents = {version = ">=0.8.0.dev0", extras = ["codecs"]}
 [[package]]
 name = "livekit-plugins-openai"
 version = "0.10.4"
+version = "0.10.4"
 description = "Agent Framework plugin for services from OpenAI"
 optional = false
 python-versions = ">=3.9.0"
 files = [
     {file = "livekit_plugins_openai-0.10.4-py3-none-any.whl", hash = "sha256:6cfe20e7880049e45a7e94a024e5498e9cd35b9567af24f905c5a10935b03b4a"},
     {file = "livekit_plugins_openai-0.10.4.tar.gz", hash = "sha256:b2dd328854081bc5235aabab8574d9de175f900d268333367b3daae07415c194"},
+    {file = "livekit_plugins_openai-0.10.4-py3-none-any.whl", hash = "sha256:6cfe20e7880049e45a7e94a024e5498e9cd35b9567af24f905c5a10935b03b4a"},
+    {file = "livekit_plugins_openai-0.10.4.tar.gz", hash = "sha256:b2dd328854081bc5235aabab8574d9de175f900d268333367b3daae07415c194"},
 ]
 
 [package.dependencies]
@@ -3247,28 +3631,32 @@ openai = ">=1.35,<2.0"
 [[package]]
 name = "livekit-plugins-silero"
 version = "0.7.2"
+version = "0.7.2"
 description = "Agent Framework Plugin for Silero"
 optional = false
 python-versions = ">=3.9.0"
 files = [
     {file = "livekit_plugins_silero-0.7.2-py3-none-any.whl", hash = "sha256:5022ada7a3c3ac28ec92301b0eded9abfcff5f0318c9873c65c280e19d9891c6"},
     {file = "livekit_plugins_silero-0.7.2.tar.gz", hash = "sha256:fd894a897cfcaaf46df1c56a02982ebf3c5d9f7ed41709509088ff2279f68a5d"},
+    {file = "livekit_plugins_silero-0.7.2-py3-none-any.whl", hash = "sha256:5022ada7a3c3ac28ec92301b0eded9abfcff5f0318c9873c65c280e19d9891c6"},
+    {file = "livekit_plugins_silero-0.7.2.tar.gz", hash = "sha256:fd894a897cfcaaf46df1c56a02982ebf3c5d9f7ed41709509088ff2279f68a5d"},
 ]
 
 [package.dependencies]
 livekit-agents = ">=0.10"
+livekit-agents = ">=0.10"
 numpy = ">=1.26"
 onnxruntime = ">=1.18"
 
 [[package]]
 name = "livekit-protocol"
-version = "0.6.0"
+version = "0.7.0"
 description = "Python protocol stubs for LiveKit"
 optional = false
 python-versions = ">=3.7.0"
 files = [
-    {file = "livekit_protocol-0.6.0-py3-none-any.whl", hash = "sha256:bcab01604ce8eb8d8ff3165bb9263ad0b7ad88073ff554483439ea126e42f5b7"},
-    {file = "livekit_protocol-0.6.0.tar.gz", hash = "sha256:84d54e52e534614fcb4edaa5a66b45bebf22cc73ebcb99447ddd2bf7412b9460"},
+    {file = "livekit_protocol-0.7.0-py3-none-any.whl", hash = "sha256:6043c817e31cfd3772a7b9ee2f60cfdf11f5315ec06791942d44ff3f15d0f549"},
+    {file = "livekit_protocol-0.7.0.tar.gz", hash = "sha256:7f3c10a4330668816cf0619ea2decbf56684d7b41b8527d7db42e2abbfb9cf95"},
 ]
 
 [package.dependencies]
@@ -3322,6 +3710,7 @@ colorama = ">=0.3.9"
 [[package]]
 name = "marisa-trie"
 version = "1.2.1"
+version = "1.2.1"
 description = "Static memory-efficient and fast Trie-like structures for Python."
 optional = false
 python-versions = ">=3.7"
@@ -3402,6 +3791,82 @@ files = [
     {file = "marisa_trie-1.2.1-cp39-cp39-win32.whl", hash = "sha256:b1ce340da608530500ab4f963f12d6bfc8d8680900919a60dbdc9b78c02060a4"},
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     {file = "marisa_trie-1.2.1.tar.gz", hash = "sha256:3a27c408e2aefc03e0f1d25b2ff2afb85aac3568f6fa2ae2a53b57a2e87ce29d"},
+    {file = "marisa_trie-1.2.1-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:a2eb41d2f9114d8b7bd66772c237111e00d2bae2260824560eaa0a1e291ce9e8"},
+    {file = "marisa_trie-1.2.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:9e956e6a46f604b17d570901e66f5214fb6f658c21e5e7665deace236793cef6"},
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 [package.dependencies]
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 [[package]]
 name = "markupsafe"
 version = "3.0.2"
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 description = "Safely add untrusted strings to HTML/XML markup."
 optional = false
 python-versions = ">=3.9"
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 [[package]]
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 version = "1.1.0"
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 description = "MessagePack serializer"
 optional = false
 python-versions = ">=3.8"
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 [[package]]
 name = "multidict"
 version = "6.1.0"
+version = "6.1.0"
 description = "multidict implementation"
 optional = false
 python-versions = ">=3.8"
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 typing-extensions = {version = ">=4.1.0", markers = "python_version < \"3.11\""}
 
@@ -3912,12 +4606,16 @@ files = [
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 version = "3.4.2"
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 optional = false
 python-versions = ">=3.10"
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 files = [
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 test = ["pytest (>=7.2)", "pytest-cov (>=4.0)"]
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 [[package]]
 name = "ngrok"
@@ -3949,13 +4653,13 @@ files = [
 
 [[package]]
 name = "nltk"
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 description = "Natural Language Toolkit"
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 [package.dependencies]
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+version = "12.6.77"
 description = "Nvidia JIT LTO Library"
 optional = false
 python-versions = ">=3"
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 [[package]]
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 [package.dependencies]
@@ -4264,12 +4968,15 @@ sympy = "*"
 [[package]]
 name = "open-interpreter"
 version = "0.3.14"
+version = "0.3.14"
 description = "Let language models run code"
 optional = false
 python-versions = "<4,>=3.9"
 files = [
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 [package.dependencies]
@@ -4320,18 +5027,19 @@ yaspin = ">=3.0.2,<4.0.0"
 [package.extras]
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 name = "openai"
-version = "1.51.2"
+version = "1.54.3"
 description = "The official Python library for the openai API"
 optional = false
-python-versions = ">=3.7.1"
+python-versions = ">=3.8"
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@@ -4339,10 +5047,12 @@ anyio = ">=3.5.0,<5"
 distro = ">=1.7.0,<2"
 httpx = ">=0.23.0,<1"
 jiter = ">=0.4.0,<1"
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 pydantic = ">=1.9.0,<3"
 sniffio = "*"
 tqdm = ">4"
 typing-extensions = ">=4.11,<5"
+typing-extensions = ">=4.11,<5"
 
 [package.extras]
 datalib = ["numpy (>=1)", "pandas (>=1.2.3)", "pandas-stubs (>=1.1.0.11)"]
@@ -4409,13 +5119,13 @@ attrs = ">=19.2.0"
 
 [[package]]
 name = "packaging"
-version = "24.1"
+version = "24.2"
 description = "Core utilities for Python packages"
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 python-versions = ">=3.8"
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 ]
 
 [[package]]
@@ -4547,18 +5257,24 @@ xmp = ["defusedxml"]
 [[package]]
 name = "platformdirs"
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 description = "A small Python package for determining appropriate platform-specific dirs, e.g. a `user data dir`."
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 python-versions = ">=3.8"
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 type = ["mypy (>=1.11.2)"]
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+type = ["mypy (>=1.11.2)"]
 
 [[package]]
 name = "pluggy"
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 [[package]]
 name = "prompt-toolkit"
 version = "3.0.48"
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 python-versions = ">=3.8"
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 version = "0.4.1"
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 python-versions = ">=3.8"
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 [package.dependencies]
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 typing-extensions = {version = ">=4.6.1", markers = "python_version < \"3.13\""}
 
 [package.extras]
 email = ["email-validator (>=2.0.0)"]
 timezone = ["tzdata"]
+timezone = ["tzdata"]
 
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 version = "2.23.4"
+version = "2.23.4"
 description = "Core functionality for Pydantic validation and serialization"
 optional = false
 python-versions = ">=3.8"
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@@ -8134,12 +9077,16 @@ pyobjc-framework-Cocoa = ">=10.3.1"
 [[package]]
 name = "pyparsing"
 version = "3.2.0"
+version = "3.2.0"
 description = "pyparsing module - Classes and methods to define and execute parsing grammars"
 optional = false
 python-versions = ">=3.9"
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 ]
 
 [package.extras]
@@ -8172,17 +9119,24 @@ pywin32 = ">=223"
 [[package]]
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 version = "3.5.4"
+version = "3.5.4"
 description = "A python implementation of GNU readline."
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 python-versions = ">=3.8"
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 ]
 
 [package.extras]
 dev = ["build", "flake8", "mypy", "pytest", "twine"]
 
+[package.extras]
+dev = ["build", "flake8", "mypy", "pytest", "twine"]
+
 [[package]]
 name = "pyrect"
 version = "0.2.0"
@@ -8249,12 +9203,15 @@ Pillow = ">=8.0.0"
 [[package]]
 name = "pytest"
 version = "8.3.3"
+version = "8.3.3"
 description = "pytest: simple powerful testing with Python"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -8271,9 +9228,11 @@ dev = ["argcomplete", "attrs (>=19.2)", "hypothesis (>=3.56)", "mock", "pygments
 [[package]]
 name = "python-crfsuite"
 version = "0.9.11"
+version = "0.9.11"
 description = "Python binding for CRFsuite"
 optional = false
 python-versions = ">=3.8"
+python-versions = ">=3.8"
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 ]
 
 [package.extras]
 dev = ["black", "flake8", "isort", "tox"]
 
+[package.extras]
+dev = ["black", "flake8", "isort", "tox"]
+
 [[package]]
 name = "python-dateutil"
 version = "2.9.0.post0"
@@ -8365,13 +9382,13 @@ cli = ["click (>=5.0)"]
 
 [[package]]
 name = "python-multipart"
-version = "0.0.12"
+version = "0.0.17"
 description = "A streaming multipart parser for Python"
 optional = false
 python-versions = ">=3.8"
 files = [
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 [[package]]
@@ -8401,12 +9418,15 @@ files = [
 [[package]]
 name = "pythonnet"
 version = "3.0.4"
+version = "3.0.4"
 description = ".NET and Mono integration for Python"
 optional = false
 python-versions = "<3.13,>=3.7"
 files = [
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 [package.dependencies]
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 name = "pyttsx3"
 version = "2.98"
 description = "Text to Speech (TTS) library for Python 3. Works without internet connection or delay. Supports multiple TTS engines, including Sapi5, nsss, and espeak."
+version = "2.98"
+description = "Text to Speech (TTS) library for Python 3. Works without internet connection or delay. Supports multiple TTS engines, including Sapi5, nsss, and espeak."
 optional = false
 python-versions = "*"
 files = [
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 ]
 
 [package.dependencies]
@@ -8442,23 +9466,29 @@ files = [
 [[package]]
 name = "pytz"
 version = "2024.2"
+version = "2024.2"
 description = "World timezone definitions, modern and historical"
 optional = false
 python-versions = "*"
 files = [
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 ]
 
 [[package]]
 name = "pywebview"
 version = "5.3.2"
+version = "5.3.2"
 description = "Build GUI for your Python program with JavaScript, HTML, and CSS"
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.dependencies]
@@ -8484,6 +9514,7 @@ qt = ["PyQt5", "QtPy", "pyqtwebengine"]
 [[package]]
 name = "pywin32"
 version = "308"
+version = "308"
 description = "Python for Window Extensions"
 optional = false
 python-versions = "*"
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 ]
 
 [[package]]
@@ -8734,13 +9783,13 @@ cffi = {version = "*", markers = "implementation_name == \"pypy\""}
 
 [[package]]
 name = "qtpy"
-version = "2.4.1"
+version = "2.4.2"
 description = "Provides an abstraction layer on top of the various Qt bindings (PyQt5/6 and PySide2/6)."
 optional = false
 python-versions = ">=3.7"
 files = [
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+    {file = "QtPy-2.4.2-py3-none-any.whl", hash = "sha256:5a696b1dd7a354cb330657da1d17c20c2190c72d4888ba923f8461da67aa1a1c"},
+    {file = "qtpy-2.4.2.tar.gz", hash = "sha256:9d6ec91a587cc1495eaebd23130f7619afa5cdd34a277acb87735b4ad7c65156"},
 ]
 
 [package.dependencies]
@@ -8751,24 +9800,27 @@ test = ["pytest (>=6,!=7.0.0,!=7.0.1)", "pytest-cov (>=3.0.0)", "pytest-qt"]
 
 [[package]]
 name = "readchar"
-version = "4.2.0"
+version = "4.2.1"
 description = "Library to easily read single chars and key strokes"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [[package]]
 name = "realtimestt"
 version = "0.2.42"
+version = "0.2.42"
 description = "A fast Voice Activity Detection and Transcription System"
 optional = false
 python-versions = ">=3.6"
 files = [
     {file = "RealtimeSTT-0.2.42-py3-none-any.whl", hash = "sha256:3341571d4d74f3a2b48c4851d5655d216052712792fd648dd730b165e9395698"},
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 ]
 
 [package.dependencies]
@@ -8785,35 +9837,37 @@ websockets = "v12.0"
 
 [[package]]
 name = "realtimetts"
-version = "0.4.7"
+version = "0.4.10"
 description = "Stream text into audio with an easy-to-use, highly configurable library delivering voice output with minimal latency."
 optional = false
 python-versions = "<3.13,>=3.9"
 files = [
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 ]
 
 [package.dependencies]
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-coqui-tts = {version = "0.24.2", optional = true, markers = "extra == \"all\""}
-elevenlabs = {version = "1.9.0", optional = true, markers = "extra == \"all\""}
+azure-cognitiveservices-speech = {version = "1.41.1", optional = true, markers = "extra == \"all\""}
+coqui-tts = {version = "0.24.3", optional = true, markers = "extra == \"all\""}
+elevenlabs = {version = "1.12.1", optional = true, markers = "extra == \"all\""}
 gtts = {version = "2.5.3", optional = true, markers = "extra == \"all\""}
-openai = {version = "1.51.2", optional = true, markers = "extra == \"all\""}
+openai = {version = "1.54.3", optional = true, markers = "extra == \"all\""}
 pyaudio = "0.2.14"
 pydub = "0.25.1"
 pyttsx3 = {version = "2.98", optional = true, markers = "extra == \"all\""}
-stream2sentence = "0.2.5"
+stream2sentence = "0.2.7"
 
 [package.extras]
-all = ["azure-cognitiveservices-speech (==1.40.0)", "coqui-tts (==0.24.2)", "elevenlabs (==1.9.0)", "gtts (==2.5.3)", "openai (==1.51.2)", "pyaudio (==0.2.14)", "pydub (==0.25.1)", "pyttsx3 (==2.98)", "stream2sentence (==0.2.5)"]
-azure = ["azure-cognitiveservices-speech (==1.40.0)", "pyaudio (==0.2.14)", "pydub (==0.25.1)", "stream2sentence (==0.2.5)"]
-coqui = ["coqui-tts (==0.24.2)", "pyaudio (==0.2.14)", "pydub (==0.25.1)", "stream2sentence (==0.2.5)"]
-elevenlabs = ["elevenlabs (==1.9.0)", "pyaudio (==0.2.14)", "pydub (==0.25.1)", "stream2sentence (==0.2.5)"]
-gtts = ["gtts (==2.5.3)", "pyaudio (==0.2.14)", "pydub (==0.25.1)", "stream2sentence (==0.2.5)"]
-minimal = ["pyaudio (==0.2.14)", "pydub (==0.25.1)", "stream2sentence (==0.2.5)"]
-openai = ["openai (==1.51.2)", "pyaudio (==0.2.14)", "pydub (==0.25.1)", "stream2sentence (==0.2.5)"]
-system = ["pyaudio (==0.2.14)", "pydub (==0.25.1)", "pyttsx3 (==2.98)", "stream2sentence (==0.2.5)"]
+all = ["azure-cognitiveservices-speech (==1.41.1)", "coqui-tts (==0.24.3)", "elevenlabs (==1.12.1)", "gtts (==2.5.3)", "openai (==1.54.3)", "pyaudio (==0.2.14)", "pydub (==0.25.1)", "pyttsx3 (==2.98)", "stream2sentence (==0.2.7)"]
+azure = ["azure-cognitiveservices-speech (==1.41.1)", "pyaudio (==0.2.14)", "pydub (==0.25.1)", "stream2sentence (==0.2.7)"]
+coqui = ["coqui-tts (==0.24.3)", "pyaudio (==0.2.14)", "pydub (==0.25.1)", "stream2sentence (==0.2.7)"]
+elevenlabs = ["elevenlabs (==1.12.1)", "pyaudio (==0.2.14)", "pydub (==0.25.1)", "stream2sentence (==0.2.7)"]
+gtts = ["gtts (==2.5.3)", "pyaudio (==0.2.14)", "pydub (==0.25.1)", "stream2sentence (==0.2.7)"]
+jp = ["cutlet", "mecab-python3 (==1.0.6)", "pyaudio (==0.2.14)", "pydub (==0.25.1)", "stream2sentence (==0.2.7)", "unidic-lite (==1.0.8)"]
+ko = ["hangul-romanize", "pyaudio (==0.2.14)", "pydub (==0.25.1)", "stream2sentence (==0.2.7)"]
+minimal = ["pyaudio (==0.2.14)", "pydub (==0.25.1)", "stream2sentence (==0.2.7)"]
+openai = ["openai (==1.54.3)", "pyaudio (==0.2.14)", "pydub (==0.25.1)", "stream2sentence (==0.2.7)"]
+system = ["pyaudio (==0.2.14)", "pydub (==0.25.1)", "pyttsx3 (==2.98)", "stream2sentence (==0.2.7)"]
 
 [[package]]
 name = "referencing"
@@ -8832,105 +9886,105 @@ rpds-py = ">=0.7.0"
 
 [[package]]
 name = "regex"
-version = "2024.9.11"
+version = "2024.11.6"
 description = "Alternative regular expression module, to replace re."
 optional = false
 python-versions = ">=3.8"
 files = [
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 [[package]]
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 [package.extras]
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 [package.extras]
@@ -9263,6 +10417,7 @@ torch = ["safetensors[numpy]", "torch (>=1.10)"]
 [[package]]
 name = "scikit-learn"
 version = "1.5.2"
+version = "1.5.2"
 description = "A set of python modules for machine learning and data mining"
 optional = false
 python-versions = ">=3.9"
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 ]
 
 [package.dependencies]
@@ -9305,10 +10486,12 @@ threadpoolctl = ">=3.1.0"
 benchmark = ["matplotlib (>=3.3.4)", "memory_profiler (>=0.57.0)", "pandas (>=1.1.5)"]
 build = ["cython (>=3.0.10)", "meson-python (>=0.16.0)", "numpy (>=1.19.5)", "scipy (>=1.6.0)"]
 docs = ["Pillow (>=7.1.2)", "matplotlib (>=3.3.4)", "memory_profiler (>=0.57.0)", "numpydoc (>=1.2.0)", "pandas (>=1.1.5)", "plotly (>=5.14.0)", "polars (>=0.20.30)", "pooch (>=1.6.0)", "pydata-sphinx-theme (>=0.15.3)", "scikit-image (>=0.17.2)", "seaborn (>=0.9.0)", "sphinx (>=7.3.7)", "sphinx-copybutton (>=0.5.2)", "sphinx-design (>=0.5.0)", "sphinx-design (>=0.6.0)", "sphinx-gallery (>=0.16.0)", "sphinx-prompt (>=1.4.0)", "sphinx-remove-toctrees (>=1.0.0.post1)", "sphinxcontrib-sass (>=0.3.4)", "sphinxext-opengraph (>=0.9.1)"]
+docs = ["Pillow (>=7.1.2)", "matplotlib (>=3.3.4)", "memory_profiler (>=0.57.0)", "numpydoc (>=1.2.0)", "pandas (>=1.1.5)", "plotly (>=5.14.0)", "polars (>=0.20.30)", "pooch (>=1.6.0)", "pydata-sphinx-theme (>=0.15.3)", "scikit-image (>=0.17.2)", "seaborn (>=0.9.0)", "sphinx (>=7.3.7)", "sphinx-copybutton (>=0.5.2)", "sphinx-design (>=0.5.0)", "sphinx-design (>=0.6.0)", "sphinx-gallery (>=0.16.0)", "sphinx-prompt (>=1.4.0)", "sphinx-remove-toctrees (>=1.0.0.post1)", "sphinxcontrib-sass (>=0.3.4)", "sphinxext-opengraph (>=0.9.1)"]
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 install = ["joblib (>=1.2.0)", "numpy (>=1.19.5)", "scipy (>=1.6.0)", "threadpoolctl (>=3.1.0)"]
 maintenance = ["conda-lock (==2.5.6)"]
 tests = ["black (>=24.3.0)", "matplotlib (>=3.3.4)", "mypy (>=1.9)", "numpydoc (>=1.2.0)", "pandas (>=1.1.5)", "polars (>=0.20.30)", "pooch (>=1.6.0)", "pyamg (>=4.0.0)", "pyarrow (>=12.0.0)", "pytest (>=7.1.2)", "pytest-cov (>=2.9.0)", "ruff (>=0.2.1)", "scikit-image (>=0.17.2)"]
+tests = ["black (>=24.3.0)", "matplotlib (>=3.3.4)", "mypy (>=1.9)", "numpydoc (>=1.2.0)", "pandas (>=1.1.5)", "polars (>=0.20.30)", "pooch (>=1.6.0)", "pyamg (>=4.0.0)", "pyarrow (>=12.0.0)", "pytest (>=7.1.2)", "pytest-cov (>=2.9.0)", "ruff (>=0.2.1)", "scikit-image (>=0.17.2)"]
 
 [[package]]
 name = "scipy"
@@ -9380,13 +10563,13 @@ files = [
 
 [[package]]
 name = "selenium"
-version = "4.25.0"
+version = "4.26.1"
 description = "Official Python bindings for Selenium WebDriver"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -9439,23 +10622,23 @@ dev = ["pre-commit", "pytest", "ruff (>=0.3.0)"]
 
 [[package]]
 name = "setuptools"
-version = "75.2.0"
+version = "75.5.0"
 description = "Easily download, build, install, upgrade, and uninstall Python packages"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 files = [
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 ]
 
 [package.extras]
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-core = ["importlib-metadata (>=6)", "importlib-resources (>=5.10.2)", "jaraco.collections", "jaraco.functools", "jaraco.text (>=3.7)", "more-itertools", "more-itertools (>=8.8)", "packaging", "packaging (>=24)", "platformdirs (>=2.6.2)", "tomli (>=2.0.1)", "wheel (>=0.43.0)"]
+check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)", "ruff (>=0.7.0)"]
+core = ["importlib-metadata (>=6)", "jaraco.collections", "jaraco.functools (>=4)", "jaraco.text (>=3.7)", "more-itertools", "more-itertools (>=8.8)", "packaging", "packaging (>=24.2)", "platformdirs (>=4.2.2)", "tomli (>=2.0.1)", "wheel (>=0.43.0)"]
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-type = ["importlib-metadata (>=7.0.2)", "jaraco.develop (>=7.21)", "mypy (==1.11.*)", "pytest-mypy"]
+test = ["build[virtualenv] (>=1.0.3)", "filelock (>=3.4.0)", "ini2toml[lite] (>=0.14)", "jaraco.develop (>=7.21)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "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 (>=1.12,<1.14)", "pytest-mypy"]
 
 [[package]]
 name = "shellingham"
@@ -9493,12 +10676,15 @@ files = [
 [[package]]
 name = "smart-open"
 version = "7.0.5"
+version = "7.0.5"
 description = "Utils for streaming large files (S3, HDFS, GCS, Azure Blob Storage, gzip, bz2...)"
 optional = false
 python-versions = "<4.0,>=3.7"
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 ]
 
 [package.dependencies]
@@ -9512,6 +10698,7 @@ http = ["requests"]
 s3 = ["boto3"]
 ssh = ["paramiko"]
 test = ["awscli", "azure-common", "azure-core", "azure-storage-blob", "boto3", "google-cloud-storage (>=2.6.0)", "moto[server]", "numpy", "paramiko", "pyopenssl", "pytest", "pytest-benchmark", "pytest-rerunfailures", "requests", "responses", "zstandard"]
+test = ["awscli", "azure-common", "azure-core", "azure-storage-blob", "boto3", "google-cloud-storage (>=2.6.0)", "moto[server]", "numpy", "paramiko", "pyopenssl", "pytest", "pytest-benchmark", "pytest-rerunfailures", "requests", "responses", "zstandard"]
 webhdfs = ["requests"]
 zst = ["zstandard"]
 
@@ -9611,6 +10798,7 @@ test = ["pytest"]
 [[package]]
 name = "spacy"
 version = "3.7.5"
+version = "3.7.5"
 description = "Industrial-strength Natural Language Processing (NLP) in Python"
 optional = false
 python-versions = ">=3.7"
@@ -9645,6 +10833,36 @@ files = [
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 ]
 
 [package.dependencies]
@@ -9797,27 +11015,32 @@ tests = ["cython", "littleutils", "pygments", "pytest", "typeguard"]
 
 [[package]]
 name = "stanza"
-version = "1.6.1"
+version = "1.9.2"
 description = "A Python NLP Library for Many Human Languages, by the Stanford NLP Group"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
 emoji = "*"
+networkx = "*"
 numpy = "*"
 protobuf = ">=3.15.0"
 requests = "*"
+tomli = {version = "*", markers = "python_version < \"3.11\""}
 torch = ">=1.3.0"
 tqdm = "*"
 
 [package.extras]
+datasets = ["datasets"]
 dev = ["check-manifest"]
 test = ["coverage", "pytest"]
-transformers = ["transformers (>=3.0.0)"]
+tokenizers = ["jieba", "pythainlp", "python-crfsuite", "spacy", "sudachidict-core", "sudachipy"]
+transformers = ["peft (>=0.6.1)", "transformers (>=3.0.0)"]
+visualization = ["ipython", "spacy", "streamlit"]
 
 [[package]]
 name = "starlette"
@@ -9838,29 +11061,32 @@ full = ["httpx (>=0.22.0)", "itsdangerous", "jinja2", "python-multipart (>=0.0.7
 
 [[package]]
 name = "stream2sentence"
-version = "0.2.5"
+version = "0.2.7"
 description = "Real-time processing and delivery of sentences from a continuous stream of characters or text chunks."
 optional = false
 python-versions = ">=3.6"
 files = [
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 ]
 
 [package.dependencies]
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-nltk = "3.8.1"
-stanza = "1.6.1"
+emoji = "2.14.0"
+nltk = "3.9.1"
+stanza = "1.9.2"
 
 [[package]]
 name = "sudachidict-core"
 version = "20241021"
+version = "20241021"
 description = "Sudachi Dictionary for SudachiPy - Core Edition"
 optional = false
 python-versions = "*"
 files = [
     {file = "SudachiDict-core-20241021.tar.gz", hash = "sha256:a9d84946f15e040ebf3943ef2b8f0e169c92fb8cf3ce00395bed2698a892069d"},
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 ]
 
 [package.dependencies]
@@ -9900,12 +11126,15 @@ tests = ["sudachidict-core", "tokenizers"]
 [[package]]
 name = "sympy"
 version = "1.13.3"
+version = "1.13.3"
 description = "Computer algebra system (CAS) in Python"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -9930,11 +11159,13 @@ files = [
 [[package]]
 name = "tensorboard"
 version = "2.18.0"
+version = "2.18.0"
 description = "TensorBoard lets you watch Tensors Flow"
 optional = false
 python-versions = ">=3.9"
 files = [
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 ]
 
 [package.dependencies]
@@ -10151,111 +11382,123 @@ torchvision = "*"
 
 [[package]]
 name = "tokenizers"
-version = "0.19.1"
+version = "0.20.3"
 description = ""
 optional = false
 python-versions = ">=3.7"
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+    {file = "tqdm-4.67.0.tar.gz", hash = "sha256:fe5a6f95e6fe0b9755e9469b77b9c3cf850048224ecaa8293d7d2d31f97d869a"},
 ]
 
 [package.dependencies]
@@ -10461,6 +11705,7 @@ colorama = {version = "*", markers = "platform_system == \"Windows\""}
 
 [package.extras]
 dev = ["pytest (>=6)", "pytest-cov", "pytest-timeout", "pytest-xdist"]
+discord = ["requests"]
 notebook = ["ipywidgets (>=6)"]
 slack = ["slack-sdk"]
 telegram = ["requests"]
@@ -10482,39 +11727,39 @@ test = ["argcomplete (>=3.0.3)", "mypy (>=1.7.0)", "pre-commit", "pytest (>=7.0,
 
 [[package]]
 name = "transformers"
-version = "4.42.4"
+version = "4.46.2"
 description = "State-of-the-art Machine Learning for JAX, PyTorch and TensorFlow"
 optional = false
 python-versions = ">=3.8.0"
 files = [
-    {file = "transformers-4.42.4-py3-none-any.whl", hash = "sha256:6d59061392d0f1da312af29c962df9017ff3c0108c681a56d1bc981004d16d24"},
-    {file = "transformers-4.42.4.tar.gz", hash = "sha256:f956e25e24df851f650cb2c158b6f4352dfae9d702f04c113ed24fc36ce7ae2d"},
+    {file = "transformers-4.46.2-py3-none-any.whl", hash = "sha256:c921f4406b78e6518c97b618c5acd1cf8a4f2315b6b727f4bf9e01496eef849c"},
+    {file = "transformers-4.46.2.tar.gz", hash = "sha256:3d85410881e1c074be767877bf33c83231ec11529f274a6044ecb20c157ba14e"},
 ]
 
 [package.dependencies]
 filelock = "*"
 huggingface-hub = ">=0.23.2,<1.0"
-numpy = ">=1.17,<2.0"
+numpy = ">=1.17"
 packaging = ">=20.0"
 pyyaml = ">=5.1"
 regex = "!=2019.12.17"
 requests = "*"
 safetensors = ">=0.4.1"
-tokenizers = ">=0.19,<0.20"
+tokenizers = ">=0.20,<0.21"
 tqdm = ">=4.27"
 
 [package.extras]
-accelerate = ["accelerate (>=0.21.0)"]
-agents = ["Pillow (>=10.0.1,<=15.0)", "accelerate (>=0.21.0)", "datasets (!=2.5.0)", "diffusers", "opencv-python", "sentencepiece (>=0.1.91,!=0.1.92)", "torch"]
-all = ["Pillow (>=10.0.1,<=15.0)", "accelerate (>=0.21.0)", "av (==9.2.0)", "codecarbon (==1.2.0)", "decord (==0.6.0)", "flax (>=0.4.1,<=0.7.0)", "jax (>=0.4.1,<=0.4.13)", "jaxlib (>=0.4.1,<=0.4.13)", "kenlm", "keras-nlp (>=0.3.1)", "librosa", "onnxconverter-common", "optax (>=0.0.8,<=0.1.4)", "optuna", "phonemizer", "protobuf", "pyctcdecode (>=0.4.0)", "ray[tune] (>=2.7.0)", "scipy (<1.13.0)", "sentencepiece (>=0.1.91,!=0.1.92)", "sigopt", "tensorflow (>2.9,<2.16)", "tensorflow-text (<2.16)", "tf2onnx", "timm (<=0.9.16)", "tokenizers (>=0.19,<0.20)", "torch", "torchaudio", "torchvision"]
+accelerate = ["accelerate (>=0.26.0)"]
+agents = ["Pillow (>=10.0.1,<=15.0)", "accelerate (>=0.26.0)", "datasets (!=2.5.0)", "diffusers", "opencv-python", "sentencepiece (>=0.1.91,!=0.1.92)", "torch"]
+all = ["Pillow (>=10.0.1,<=15.0)", "accelerate (>=0.26.0)", "av (==9.2.0)", "codecarbon (==1.2.0)", "flax (>=0.4.1,<=0.7.0)", "jax (>=0.4.1,<=0.4.13)", "jaxlib (>=0.4.1,<=0.4.13)", "kenlm", "keras-nlp (>=0.3.1,<0.14.0)", "librosa", "onnxconverter-common", "optax (>=0.0.8,<=0.1.4)", "optuna", "phonemizer", "protobuf", "pyctcdecode (>=0.4.0)", "ray[tune] (>=2.7.0)", "scipy (<1.13.0)", "sentencepiece (>=0.1.91,!=0.1.92)", "sigopt", "tensorflow (>2.9,<2.16)", "tensorflow-text (<2.16)", "tf2onnx", "timm (<=0.9.16)", "tokenizers (>=0.20,<0.21)", "torch", "torchaudio", "torchvision"]
 audio = ["kenlm", "librosa", "phonemizer", "pyctcdecode (>=0.4.0)"]
-benchmark = ["optimum-benchmark (>=0.2.0)"]
+benchmark = ["optimum-benchmark (>=0.3.0)"]
 codecarbon = ["codecarbon (==1.2.0)"]
-deepspeed = ["accelerate (>=0.21.0)", "deepspeed (>=0.9.3)"]
-deepspeed-testing = ["GitPython (<3.1.19)", "accelerate (>=0.21.0)", "beautifulsoup4", "cookiecutter (==1.7.3)", "datasets (!=2.5.0)", "deepspeed (>=0.9.3)", "dill (<0.3.5)", "evaluate (>=0.2.0)", "faiss-cpu", "nltk", "optuna", "parameterized", "protobuf", "psutil", "pydantic", "pytest (>=7.2.0,<8.0.0)", "pytest-rich", "pytest-timeout", "pytest-xdist", "rjieba", "rouge-score (!=0.0.7,!=0.0.8,!=0.1,!=0.1.1)", "ruff (==0.4.4)", "sacrebleu (>=1.4.12,<2.0.0)", "sacremoses", "sentencepiece (>=0.1.91,!=0.1.92)", "tensorboard", "timeout-decorator"]
-dev = ["GitPython (<3.1.19)", "Pillow (>=10.0.1,<=15.0)", "accelerate (>=0.21.0)", "av (==9.2.0)", "beautifulsoup4", "codecarbon (==1.2.0)", "cookiecutter (==1.7.3)", "datasets (!=2.5.0)", "decord (==0.6.0)", "dill (<0.3.5)", "evaluate (>=0.2.0)", "faiss-cpu", "flax (>=0.4.1,<=0.7.0)", "fugashi (>=1.0)", "ipadic (>=1.0.0,<2.0)", "isort (>=5.5.4)", "jax (>=0.4.1,<=0.4.13)", "jaxlib (>=0.4.1,<=0.4.13)", "kenlm", "keras-nlp (>=0.3.1)", "librosa", "nltk", "onnxconverter-common", "optax (>=0.0.8,<=0.1.4)", "optuna", "parameterized", "phonemizer", "protobuf", "psutil", "pyctcdecode (>=0.4.0)", "pydantic", "pytest (>=7.2.0,<8.0.0)", "pytest-rich", "pytest-timeout", "pytest-xdist", "ray[tune] (>=2.7.0)", "rhoknp (>=1.1.0,<1.3.1)", "rjieba", "rouge-score (!=0.0.7,!=0.0.8,!=0.1,!=0.1.1)", "ruff (==0.4.4)", "sacrebleu (>=1.4.12,<2.0.0)", "sacremoses", "scikit-learn", "scipy (<1.13.0)", "sentencepiece (>=0.1.91,!=0.1.92)", "sigopt", "sudachidict-core (>=20220729)", "sudachipy (>=0.6.6)", "tensorboard", "tensorflow (>2.9,<2.16)", "tensorflow-text (<2.16)", "tf2onnx", "timeout-decorator", "timm (<=0.9.16)", "tokenizers (>=0.19,<0.20)", "torch", "torchaudio", "torchvision", "unidic (>=1.0.2)", "unidic-lite (>=1.0.7)", "urllib3 (<2.0.0)"]
-dev-tensorflow = ["GitPython (<3.1.19)", "Pillow (>=10.0.1,<=15.0)", "beautifulsoup4", "cookiecutter (==1.7.3)", "datasets (!=2.5.0)", "dill (<0.3.5)", "evaluate (>=0.2.0)", "faiss-cpu", "isort (>=5.5.4)", "kenlm", "keras-nlp (>=0.3.1)", "librosa", "nltk", "onnxconverter-common", "onnxruntime (>=1.4.0)", "onnxruntime-tools (>=1.4.2)", "parameterized", "phonemizer", "protobuf", "psutil", "pyctcdecode (>=0.4.0)", "pydantic", "pytest (>=7.2.0,<8.0.0)", "pytest-rich", "pytest-timeout", "pytest-xdist", "rjieba", "rouge-score (!=0.0.7,!=0.0.8,!=0.1,!=0.1.1)", "ruff (==0.4.4)", "sacrebleu (>=1.4.12,<2.0.0)", "sacremoses", "scikit-learn", "sentencepiece (>=0.1.91,!=0.1.92)", "tensorboard", "tensorflow (>2.9,<2.16)", "tensorflow-text (<2.16)", "tf2onnx", "timeout-decorator", "tokenizers (>=0.19,<0.20)", "urllib3 (<2.0.0)"]
-dev-torch = ["GitPython (<3.1.19)", "Pillow (>=10.0.1,<=15.0)", "accelerate (>=0.21.0)", "beautifulsoup4", "codecarbon (==1.2.0)", "cookiecutter (==1.7.3)", "datasets (!=2.5.0)", "dill (<0.3.5)", "evaluate (>=0.2.0)", "faiss-cpu", "fugashi (>=1.0)", "ipadic (>=1.0.0,<2.0)", "isort (>=5.5.4)", "kenlm", "librosa", "nltk", "onnxruntime (>=1.4.0)", "onnxruntime-tools (>=1.4.2)", "optuna", "parameterized", "phonemizer", "protobuf", "psutil", "pyctcdecode (>=0.4.0)", "pydantic", "pytest (>=7.2.0,<8.0.0)", "pytest-rich", "pytest-timeout", "pytest-xdist", "ray[tune] (>=2.7.0)", "rhoknp (>=1.1.0,<1.3.1)", "rjieba", "rouge-score (!=0.0.7,!=0.0.8,!=0.1,!=0.1.1)", "ruff (==0.4.4)", "sacrebleu (>=1.4.12,<2.0.0)", "sacremoses", "scikit-learn", "sentencepiece (>=0.1.91,!=0.1.92)", "sigopt", "sudachidict-core (>=20220729)", "sudachipy (>=0.6.6)", "tensorboard", "timeout-decorator", "timm (<=0.9.16)", "tokenizers (>=0.19,<0.20)", "torch", "torchaudio", "torchvision", "unidic (>=1.0.2)", "unidic-lite (>=1.0.7)", "urllib3 (<2.0.0)"]
+deepspeed = ["accelerate (>=0.26.0)", "deepspeed (>=0.9.3)"]
+deepspeed-testing = ["GitPython (<3.1.19)", "accelerate (>=0.26.0)", "beautifulsoup4", "cookiecutter (==1.7.3)", "datasets (!=2.5.0)", "deepspeed (>=0.9.3)", "dill (<0.3.5)", "evaluate (>=0.2.0)", "faiss-cpu", "nltk (<=3.8.1)", "optuna", "parameterized", "protobuf", "psutil", "pydantic", "pytest (>=7.2.0,<8.0.0)", "pytest-rich", "pytest-timeout", "pytest-xdist", "rjieba", "rouge-score (!=0.0.7,!=0.0.8,!=0.1,!=0.1.1)", "ruff (==0.5.1)", "sacrebleu (>=1.4.12,<2.0.0)", "sacremoses", "sentencepiece (>=0.1.91,!=0.1.92)", "tensorboard", "timeout-decorator"]
+dev = ["GitPython (<3.1.19)", "Pillow (>=10.0.1,<=15.0)", "accelerate (>=0.26.0)", "av (==9.2.0)", "beautifulsoup4", "codecarbon (==1.2.0)", "cookiecutter (==1.7.3)", "datasets (!=2.5.0)", "dill (<0.3.5)", "evaluate (>=0.2.0)", "faiss-cpu", "flax (>=0.4.1,<=0.7.0)", "fugashi (>=1.0)", "ipadic (>=1.0.0,<2.0)", "isort (>=5.5.4)", "jax (>=0.4.1,<=0.4.13)", "jaxlib (>=0.4.1,<=0.4.13)", "kenlm", "keras-nlp (>=0.3.1,<0.14.0)", "libcst", "librosa", "nltk (<=3.8.1)", "onnxconverter-common", "optax (>=0.0.8,<=0.1.4)", "optuna", "parameterized", "phonemizer", "protobuf", "psutil", "pyctcdecode (>=0.4.0)", "pydantic", "pytest (>=7.2.0,<8.0.0)", "pytest-rich", "pytest-timeout", "pytest-xdist", "ray[tune] (>=2.7.0)", "rhoknp (>=1.1.0,<1.3.1)", "rich", "rjieba", "rouge-score (!=0.0.7,!=0.0.8,!=0.1,!=0.1.1)", "ruff (==0.5.1)", "sacrebleu (>=1.4.12,<2.0.0)", "sacremoses", "scikit-learn", "scipy (<1.13.0)", "sentencepiece (>=0.1.91,!=0.1.92)", "sigopt", "sudachidict-core (>=20220729)", "sudachipy (>=0.6.6)", "tensorboard", "tensorflow (>2.9,<2.16)", "tensorflow-text (<2.16)", "tf2onnx", "timeout-decorator", "timm (<=0.9.16)", "tokenizers (>=0.20,<0.21)", "torch", "torchaudio", "torchvision", "unidic (>=1.0.2)", "unidic-lite (>=1.0.7)", "urllib3 (<2.0.0)"]
+dev-tensorflow = ["GitPython (<3.1.19)", "Pillow (>=10.0.1,<=15.0)", "beautifulsoup4", "cookiecutter (==1.7.3)", "datasets (!=2.5.0)", "dill (<0.3.5)", "evaluate (>=0.2.0)", "faiss-cpu", "isort (>=5.5.4)", "kenlm", "keras-nlp (>=0.3.1,<0.14.0)", "libcst", "librosa", "nltk (<=3.8.1)", "onnxconverter-common", "onnxruntime (>=1.4.0)", "onnxruntime-tools (>=1.4.2)", "parameterized", "phonemizer", "protobuf", "psutil", "pyctcdecode (>=0.4.0)", "pydantic", "pytest (>=7.2.0,<8.0.0)", "pytest-rich", "pytest-timeout", "pytest-xdist", "rich", "rjieba", "rouge-score (!=0.0.7,!=0.0.8,!=0.1,!=0.1.1)", "ruff (==0.5.1)", "sacrebleu (>=1.4.12,<2.0.0)", "sacremoses", "scikit-learn", "sentencepiece (>=0.1.91,!=0.1.92)", "tensorboard", "tensorflow (>2.9,<2.16)", "tensorflow-text (<2.16)", "tf2onnx", "timeout-decorator", "tokenizers (>=0.20,<0.21)", "urllib3 (<2.0.0)"]
+dev-torch = ["GitPython (<3.1.19)", "Pillow (>=10.0.1,<=15.0)", "accelerate (>=0.26.0)", "beautifulsoup4", "codecarbon (==1.2.0)", "cookiecutter (==1.7.3)", "datasets (!=2.5.0)", "dill (<0.3.5)", "evaluate (>=0.2.0)", "faiss-cpu", "fugashi (>=1.0)", "ipadic (>=1.0.0,<2.0)", "isort (>=5.5.4)", "kenlm", "libcst", "librosa", "nltk (<=3.8.1)", "onnxruntime (>=1.4.0)", "onnxruntime-tools (>=1.4.2)", "optuna", "parameterized", "phonemizer", "protobuf", "psutil", "pyctcdecode (>=0.4.0)", "pydantic", "pytest (>=7.2.0,<8.0.0)", "pytest-rich", "pytest-timeout", "pytest-xdist", "ray[tune] (>=2.7.0)", "rhoknp (>=1.1.0,<1.3.1)", "rich", "rjieba", "rouge-score (!=0.0.7,!=0.0.8,!=0.1,!=0.1.1)", "ruff (==0.5.1)", "sacrebleu (>=1.4.12,<2.0.0)", "sacremoses", "scikit-learn", "sentencepiece (>=0.1.91,!=0.1.92)", "sigopt", "sudachidict-core (>=20220729)", "sudachipy (>=0.6.6)", "tensorboard", "timeout-decorator", "timm (<=0.9.16)", "tokenizers (>=0.20,<0.21)", "torch", "torchaudio", "torchvision", "unidic (>=1.0.2)", "unidic-lite (>=1.0.7)", "urllib3 (<2.0.0)"]
 flax = ["flax (>=0.4.1,<=0.7.0)", "jax (>=0.4.1,<=0.4.13)", "jaxlib (>=0.4.1,<=0.4.13)", "optax (>=0.0.8,<=0.1.4)", "scipy (<1.13.0)"]
 flax-speech = ["kenlm", "librosa", "phonemizer", "pyctcdecode (>=0.4.0)"]
 ftfy = ["ftfy"]
@@ -10525,38 +11770,42 @@ natten = ["natten (>=0.14.6,<0.15.0)"]
 onnx = ["onnxconverter-common", "onnxruntime (>=1.4.0)", "onnxruntime-tools (>=1.4.2)", "tf2onnx"]
 onnxruntime = ["onnxruntime (>=1.4.0)", "onnxruntime-tools (>=1.4.2)"]
 optuna = ["optuna"]
-quality = ["GitPython (<3.1.19)", "datasets (!=2.5.0)", "isort (>=5.5.4)", "ruff (==0.4.4)", "urllib3 (<2.0.0)"]
+quality = ["GitPython (<3.1.19)", "datasets (!=2.5.0)", "isort (>=5.5.4)", "libcst", "rich", "ruff (==0.5.1)", "urllib3 (<2.0.0)"]
 ray = ["ray[tune] (>=2.7.0)"]
 retrieval = ["datasets (!=2.5.0)", "faiss-cpu"]
-ruff = ["ruff (==0.4.4)"]
+ruff = ["ruff (==0.5.1)"]
 sagemaker = ["sagemaker (>=2.31.0)"]
 sentencepiece = ["protobuf", "sentencepiece (>=0.1.91,!=0.1.92)"]
 serving = ["fastapi", "pydantic", "starlette", "uvicorn"]
 sigopt = ["sigopt"]
 sklearn = ["scikit-learn"]
 speech = ["kenlm", "librosa", "phonemizer", "pyctcdecode (>=0.4.0)", "torchaudio"]
-testing = ["GitPython (<3.1.19)", "beautifulsoup4", "cookiecutter (==1.7.3)", "datasets (!=2.5.0)", "dill (<0.3.5)", "evaluate (>=0.2.0)", "faiss-cpu", "nltk", "parameterized", "psutil", "pydantic", "pytest (>=7.2.0,<8.0.0)", "pytest-rich", "pytest-timeout", "pytest-xdist", "rjieba", "rouge-score (!=0.0.7,!=0.0.8,!=0.1,!=0.1.1)", "ruff (==0.4.4)", "sacrebleu (>=1.4.12,<2.0.0)", "sacremoses", "sentencepiece (>=0.1.91,!=0.1.92)", "tensorboard", "timeout-decorator"]
-tf = ["keras-nlp (>=0.3.1)", "onnxconverter-common", "tensorflow (>2.9,<2.16)", "tensorflow-text (<2.16)", "tf2onnx"]
-tf-cpu = ["keras (>2.9,<2.16)", "keras-nlp (>=0.3.1)", "onnxconverter-common", "tensorflow-cpu (>2.9,<2.16)", "tensorflow-probability (<0.24)", "tensorflow-text (<2.16)", "tf2onnx"]
+testing = ["GitPython (<3.1.19)", "beautifulsoup4", "cookiecutter (==1.7.3)", "datasets (!=2.5.0)", "dill (<0.3.5)", "evaluate (>=0.2.0)", "faiss-cpu", "nltk (<=3.8.1)", "parameterized", "psutil", "pydantic", "pytest (>=7.2.0,<8.0.0)", "pytest-rich", "pytest-timeout", "pytest-xdist", "rjieba", "rouge-score (!=0.0.7,!=0.0.8,!=0.1,!=0.1.1)", "ruff (==0.5.1)", "sacrebleu (>=1.4.12,<2.0.0)", "sacremoses", "sentencepiece (>=0.1.91,!=0.1.92)", "tensorboard", "timeout-decorator"]
+tf = ["keras-nlp (>=0.3.1,<0.14.0)", "onnxconverter-common", "tensorflow (>2.9,<2.16)", "tensorflow-text (<2.16)", "tf2onnx"]
+tf-cpu = ["keras (>2.9,<2.16)", "keras-nlp (>=0.3.1,<0.14.0)", "onnxconverter-common", "tensorflow-cpu (>2.9,<2.16)", "tensorflow-probability (<0.24)", "tensorflow-text (<2.16)", "tf2onnx"]
 tf-speech = ["kenlm", "librosa", "phonemizer", "pyctcdecode (>=0.4.0)"]
+tiktoken = ["blobfile", "tiktoken"]
 timm = ["timm (<=0.9.16)"]
-tokenizers = ["tokenizers (>=0.19,<0.20)"]
-torch = ["accelerate (>=0.21.0)", "torch"]
+tokenizers = ["tokenizers (>=0.20,<0.21)"]
+torch = ["accelerate (>=0.26.0)", "torch"]
 torch-speech = ["kenlm", "librosa", "phonemizer", "pyctcdecode (>=0.4.0)", "torchaudio"]
 torch-vision = ["Pillow (>=10.0.1,<=15.0)", "torchvision"]
-torchhub = ["filelock", "huggingface-hub (>=0.23.2,<1.0)", "importlib-metadata", "numpy (>=1.17,<2.0)", "packaging (>=20.0)", "protobuf", "regex (!=2019.12.17)", "requests", "sentencepiece (>=0.1.91,!=0.1.92)", "tokenizers (>=0.19,<0.20)", "torch", "tqdm (>=4.27)"]
-video = ["av (==9.2.0)", "decord (==0.6.0)"]
+torchhub = ["filelock", "huggingface-hub (>=0.23.2,<1.0)", "importlib-metadata", "numpy (>=1.17)", "packaging (>=20.0)", "protobuf", "regex (!=2019.12.17)", "requests", "sentencepiece (>=0.1.91,!=0.1.92)", "tokenizers (>=0.20,<0.21)", "torch", "tqdm (>=4.27)"]
+video = ["av (==9.2.0)"]
 vision = ["Pillow (>=10.0.1,<=15.0)"]
 
 [[package]]
 name = "trio"
 version = "0.27.0"
+version = "0.27.0"
 description = "A friendly Python library for async concurrency and I/O"
 optional = false
 python-versions = ">=3.8"
 files = [
     {file = "trio-0.27.0-py3-none-any.whl", hash = "sha256:68eabbcf8f457d925df62da780eff15ff5dc68fd6b367e2dde59f7aaf2a0b884"},
     {file = "trio-0.27.0.tar.gz", hash = "sha256:1dcc95ab1726b2da054afea8fd761af74bad79bd52381b84eae408e983c76831"},
+    {file = "trio-0.27.0-py3-none-any.whl", hash = "sha256:68eabbcf8f457d925df62da780eff15ff5dc68fd6b367e2dde59f7aaf2a0b884"},
+    {file = "trio-0.27.0.tar.gz", hash = "sha256:1dcc95ab1726b2da054afea8fd761af74bad79bd52381b84eae408e983c76831"},
 ]
 
 [package.dependencies]
@@ -10609,13 +11858,13 @@ tutorials = ["matplotlib", "pandas", "tabulate", "torch"]
 
 [[package]]
 name = "typeguard"
-version = "4.3.0"
+version = "4.4.1"
 description = "Run-time type checker for Python"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 files = [
-    {file = "typeguard-4.3.0-py3-none-any.whl", hash = "sha256:4d24c5b39a117f8a895b9da7a9b3114f04eb63bade45a4492de49b175b6f7dfa"},
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+    {file = "typeguard-4.4.1-py3-none-any.whl", hash = "sha256:9324ec07a27ec67fc54a9c063020ca4c0ae6abad5e9f0f9804ca59aee68c6e21"},
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 [package.dependencies]
@@ -10667,12 +11916,15 @@ files = [
 [[package]]
 name = "tzdata"
 version = "2024.2"
+version = "2024.2"
 description = "Provider of IANA time zone data"
 optional = false
 python-versions = ">=2"
 files = [
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 [[package]]
@@ -10706,12 +11958,15 @@ files = [
 [[package]]
 name = "urllib3"
 version = "2.2.3"
+version = "2.2.3"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -10752,6 +12007,7 @@ standard = ["colorama (>=0.4)", "httptools (>=0.5.0)", "python-dotenv (>=0.13)",
 [[package]]
 name = "uvloop"
 version = "0.21.0"
+version = "0.21.0"
 description = "Fast implementation of asyncio event loop on top of libuv"
 optional = false
 python-versions = ">=3.8.0"
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 ]
 
 [package.extras]
 dev = ["Cython (>=3.0,<4.0)", "setuptools (>=60)"]
+dev = ["Cython (>=3.0,<4.0)", "setuptools (>=60)"]
 docs = ["Sphinx (>=4.1.2,<4.2.0)", "sphinx-rtd-theme (>=0.5.2,<0.6.0)", "sphinxcontrib-asyncio (>=0.3.0,<0.4.0)"]
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 [[package]]
 name = "virtualenv"
-version = "20.27.0"
+version = "20.27.1"
 description = "Virtual Python Environment builder"
 optional = false
 python-versions = ">=3.8"
+python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -11090,13 +12386,13 @@ files = [
 
 [[package]]
 name = "werkzeug"
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+version = "3.1.3"
 description = "The comprehensive WSGI web application library."
 optional = false
-python-versions = ">=3.8"
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 files = [
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 ]
 
 [package.dependencies]
@@ -11232,123 +12528,129 @@ files = [
 
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+version = "1.17.1"
 description = "Yet another URL library"
 optional = false
 python-versions = ">=3.9"
+python-versions = ">=3.9"
 files = [
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+    {file = "yarl-1.17.1-cp313-cp313-musllinux_1_2_armv7l.whl", hash = "sha256:aa46dce75078fceaf7cecac5817422febb4355fbdda440db55206e3bd288cfb8"},
+    {file = "yarl-1.17.1-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:1ce36ded585f45b1e9bb36d0ae94765c6608b43bd2e7f5f88079f7a85c61a4d3"},
+    {file = "yarl-1.17.1-cp313-cp313-musllinux_1_2_ppc64le.whl", hash = "sha256:2d374d70fdc36f5863b84e54775452f68639bc862918602d028f89310a034ab0"},
+    {file = "yarl-1.17.1-cp313-cp313-musllinux_1_2_s390x.whl", hash = "sha256:2d9f0606baaec5dd54cb99667fcf85183a7477f3766fbddbe3f385e7fc253299"},
+    {file = "yarl-1.17.1-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:b0341e6d9a0c0e3cdc65857ef518bb05b410dbd70d749a0d33ac0f39e81a4258"},
+    {file = "yarl-1.17.1-cp313-cp313-win32.whl", hash = "sha256:2e7ba4c9377e48fb7b20dedbd473cbcbc13e72e1826917c185157a137dac9df2"},
+    {file = "yarl-1.17.1-cp313-cp313-win_amd64.whl", hash = "sha256:949681f68e0e3c25377462be4b658500e85ca24323d9619fdc41f68d46a1ffda"},
+    {file = "yarl-1.17.1-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:8994b29c462de9a8fce2d591028b986dbbe1b32f3ad600b2d3e1c482c93abad6"},
+    {file = "yarl-1.17.1-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:f9cbfbc5faca235fbdf531b93aa0f9f005ec7d267d9d738761a4d42b744ea159"},
+    {file = "yarl-1.17.1-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:b40d1bf6e6f74f7c0a567a9e5e778bbd4699d1d3d2c0fe46f4b717eef9e96b95"},
+    {file = "yarl-1.17.1-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:f5efe0661b9fcd6246f27957f6ae1c0eb29bc60552820f01e970b4996e016004"},
+    {file = "yarl-1.17.1-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:b5c4804e4039f487e942c13381e6c27b4b4e66066d94ef1fae3f6ba8b953f383"},
+    {file = "yarl-1.17.1-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:b5d6a6c9602fd4598fa07e0389e19fe199ae96449008d8304bf5d47cb745462e"},
+    {file = "yarl-1.17.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6f4c9156c4d1eb490fe374fb294deeb7bc7eaccda50e23775b2354b6a6739934"},
+    {file = "yarl-1.17.1-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:d6324274b4e0e2fa1b3eccb25997b1c9ed134ff61d296448ab8269f5ac068c4c"},
+    {file = "yarl-1.17.1-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:d8a8b74d843c2638f3864a17d97a4acda58e40d3e44b6303b8cc3d3c44ae2d29"},
+    {file = "yarl-1.17.1-cp39-cp39-musllinux_1_2_armv7l.whl", hash = "sha256:7fac95714b09da9278a0b52e492466f773cfe37651cf467a83a1b659be24bf71"},
+    {file = "yarl-1.17.1-cp39-cp39-musllinux_1_2_i686.whl", hash = "sha256:c180ac742a083e109c1a18151f4dd8675f32679985a1c750d2ff806796165b55"},
+    {file = "yarl-1.17.1-cp39-cp39-musllinux_1_2_ppc64le.whl", hash = "sha256:578d00c9b7fccfa1745a44f4eddfdc99d723d157dad26764538fbdda37209857"},
+    {file = "yarl-1.17.1-cp39-cp39-musllinux_1_2_s390x.whl", hash = "sha256:1a3b91c44efa29e6c8ef8a9a2b583347998e2ba52c5d8280dbd5919c02dfc3b5"},
+    {file = "yarl-1.17.1-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:a7ac5b4984c468ce4f4a553df281450df0a34aefae02e58d77a0847be8d1e11f"},
+    {file = "yarl-1.17.1-cp39-cp39-win32.whl", hash = "sha256:7294e38f9aa2e9f05f765b28ffdc5d81378508ce6dadbe93f6d464a8c9594473"},
+    {file = "yarl-1.17.1-cp39-cp39-win_amd64.whl", hash = "sha256:eb6dce402734575e1a8cc0bb1509afca508a400a57ce13d306ea2c663bad1138"},
+    {file = "yarl-1.17.1-py3-none-any.whl", hash = "sha256:f1790a4b1e8e8e028c391175433b9c8122c39b46e1663228158e61e6f915bf06"},
+    {file = "yarl-1.17.1.tar.gz", hash = "sha256:067a63fcfda82da6b198fa73079b1ca40b7c9b7994995b6ee38acda728b64d47"},
 ]
 
 [package.dependencies]
 idna = ">=2.0"
 multidict = ">=4.0"
 propcache = ">=0.2.0"
+propcache = ">=0.2.0"
 
 [[package]]
 name = "yaspin"
 version = "3.1.0"
+version = "3.1.0"
 description = "Yet Another Terminal Spinner"
 optional = false
 python-versions = "<4.0,>=3.9"
 files = [
     {file = "yaspin-3.1.0-py3-none-any.whl", hash = "sha256:5e3d4dfb547d942cae6565718123f1ecfa93e745b7e51871ad2bbae839e71b73"},
     {file = "yaspin-3.1.0.tar.gz", hash = "sha256:7b97c7e257ec598f98cef9878e038bfa619ceb54ac31d61d8ead2b3128f8d7c7"},
+    {file = "yaspin-3.1.0-py3-none-any.whl", hash = "sha256:5e3d4dfb547d942cae6565718123f1ecfa93e745b7e51871ad2bbae839e71b73"},
+    {file = "yaspin-3.1.0.tar.gz", hash = "sha256:7b97c7e257ec598f98cef9878e038bfa619ceb54ac31d61d8ead2b3128f8d7c7"},
 ]
 
 [package.dependencies]
 termcolor = ">=2.2.0,<2.4.0"
+termcolor = ">=2.2.0,<2.4.0"
 
 [[package]]
 name = "zipp"
-version = "3.20.2"
+version = "3.21.0"
 description = "Backport of pathlib-compatible object wrapper for zip files"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 files = [
-    {file = "zipp-3.20.2-py3-none-any.whl", hash = "sha256:a817ac80d6cf4b23bf7f2828b7cabf326f15a001bea8b1f9b49631780ba28350"},
-    {file = "zipp-3.20.2.tar.gz", hash = "sha256:bc9eb26f4506fda01b81bcde0ca78103b6e62f991b381fec825435c836edbc29"},
+    {file = "zipp-3.21.0-py3-none-any.whl", hash = "sha256:ac1bbe05fd2991f160ebce24ffbac5f6d11d83dc90891255885223d42b3cd931"},
+    {file = "zipp-3.21.0.tar.gz", hash = "sha256:2c9958f6430a2040341a52eb608ed6dd93ef4392e02ffe219417c1b28b5dd1f4"},
 ]
 
 [package.extras]
@@ -11362,4 +12664,4 @@ type = ["pytest-mypy"]
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.10,<3.12"
-content-hash = "a906cd7a4bdf3a74bcefe554836dd715c76d398c897f64d2b4699c5122ff578e"
+content-hash = "9cb16968b09760d83cbbc8e26ffbb820efb5dc9681626548a464eb5cc193627f"
diff --git a/software/pyproject.toml b/software/pyproject.toml
index d3eba2b..921a851 100644
--- a/software/pyproject.toml
+++ b/software/pyproject.toml
@@ -19,7 +19,7 @@ livekit-plugins-openai = "^0.10.1"
 livekit-plugins-silero = "^0.7.1"
 livekit-plugins-elevenlabs = "^0.7.5"
 segno = "^1.6.1"
-open-interpreter = {extras = ["os", "server"], version = "^0.3.12"} # You should add a "browser" extra, so selenium isn't in the main package
+open-interpreter = {extras = ["os", "server"], version = "^0.3.12"}
 ngrok = "^1.4.0"
 realtimetts = {extras = ["all"], version = "^0.4.5"}
 realtimestt = "^0.2.41"
diff --git a/software/source/server/livekit/__init__.py b/software/source/server/livekit/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/software/source/server/livekit/assistant_functions.py b/software/source/server/livekit/assistant_functions.py
new file mode 100644
index 0000000..0c80914
--- /dev/null
+++ b/software/source/server/livekit/assistant_functions.py
@@ -0,0 +1,48 @@
+import aiohttp
+from typing import Annotated
+from livekit.agents import llm
+
+from datetime import datetime
+
+# Define the path to the log file
+LOG_FILE_PATH = 'assistant_functions.txt'
+
+def log_message(message: str):
+    """Append a message to the log file with a timestamp."""
+    timestamp = datetime.now().strftime('%Y-%m-%d %H:%M:%S')
+    with open(LOG_FILE_PATH, 'a') as log_file:
+        log_file.write(f"{timestamp} - {message}\n")
+
+# first define a class that inherits from llm.FunctionContext
+class AssistantFnc(llm.FunctionContext):
+    # the llm.ai_callable decorator marks this function as a tool available to the LLM
+    # by default, it'll use the docstring as the function's description
+    @llm.ai_callable()
+    async def get_weather(
+        self,
+        # by using the Annotated type, arg description and type are available to the LLM
+        location: Annotated[
+            str, llm.TypeInfo(description="The location to get the weather for")
+        ],
+    ) -> str:
+        """Called when the user asks about the weather. This function will return the weather for the given location."""
+        log_message(f"getting weather for {location}")
+        url = f"https://wttr.in/{location}?format=%C+%t"
+
+        async with aiohttp.ClientSession() as session:
+            async with session.get(url) as response:
+                log_message(f"response: {response}")
+                if response.status == 200:
+                    weather_data = await response.text()
+
+                    content: str = f"The weather in {location} is {weather_data}."
+                    log_message(f"content: {content}")
+
+                    # response from the function call is returned to the LLM
+                    # as a tool response. The LLM's response will include this data
+                    return content
+
+                else:
+                    log_message(f"Failed to get weather data, status code: {response.status}")
+                    return f"Failed to get weather data, status code: {response.status}"
+
diff --git a/software/source/server/livekit/multimodal.py b/software/source/server/livekit/multimodal.py
index 25e3942..a9fe1f3 100644
--- a/software/source/server/livekit/multimodal.py
+++ b/software/source/server/livekit/multimodal.py
@@ -82,6 +82,7 @@ async def entrypoint(ctx: JobContext):
     await ctx.connect(auto_subscribe=AutoSubscribe.AUDIO_ONLY)
 
     participant = await ctx.wait_for_participant()
+    fnc_ctx = AssistantFnc()
 
     openai_api_key = os.getenv("OPENAI_API_KEY")
     model = openai.realtime.RealtimeModel(
diff --git a/software/source/server/livekit/transcriptions.py b/software/source/server/livekit/transcriptions.py
new file mode 100644
index 0000000..7a572c2
--- /dev/null
+++ b/software/source/server/livekit/transcriptions.py
@@ -0,0 +1,14 @@
+from livekit.agents import stt, transcription
+
+async def _forward_transcription(
+    stt_stream: stt.SpeechStream,
+    stt_forwarder: transcription.STTSegmentsForwarder,
+):
+    """Forward the transcription to the client and log the transcript in the console"""
+    async for ev in stt_stream:
+        stt_forwarder.update(ev)
+        if ev.type == stt.SpeechEventType.INTERIM_TRANSCRIPT:
+            print(ev.alternatives[0].text, end="")
+        elif ev.type == stt.SpeechEventType.FINAL_TRANSCRIPT:
+            print("\n")
+            print(" -> ", ev.alternatives[0].text)
\ No newline at end of file
diff --git a/software/source/server/livekit/video_processor.py b/software/source/server/livekit/video_processor.py
new file mode 100644
index 0000000..1dc7951
--- /dev/null
+++ b/software/source/server/livekit/video_processor.py
@@ -0,0 +1,50 @@
+from livekit.rtc import VideoStream
+from livekit.agents import JobContext
+from datetime import datetime
+from livekit.agents.pipeline import VoicePipelineAgent
+
+
+from livekit.rtc import VideoFrame
+import asyncio
+
+# Define the path to the log file
+LOG_FILE_PATH = 'video_processor.txt'
+
+def log_message(message: str):
+    """Append a message to the log file with a timestamp."""
+    timestamp = datetime.now().strftime('%Y-%m-%d %H:%M:%S')
+    with open(LOG_FILE_PATH, 'a') as log_file:
+        log_file.write(f"{timestamp} - {message}\n")
+
+class RemoteVideoProcessor:
+    """Processes video frames from a remote participant's video stream."""
+
+    def __init__(self, video_stream: VideoStream, job_ctx: JobContext):
+        self.video_stream = video_stream
+        self.job_ctx = job_ctx
+        self.current_frame = None  # Store the latest VideoFrame
+        self.lock = asyncio.Lock()
+
+
+    async def process_frames(self):
+        log_message("Starting to process remote video frames.")
+        async for frame_event in self.video_stream:
+            try:
+                video_frame = frame_event.frame
+                timestamp = frame_event.timestamp_us
+                rotation = frame_event.rotation
+
+                # Store the current frame safely
+                log_message(f"Received frame: width={video_frame.width}, height={video_frame.height}, type={video_frame.type}")
+                async with self.lock:
+                    self.current_frame = video_frame
+
+            except Exception as e:
+                log_message(f"Error processing frame: {e}")
+
+    async def get_current_frame(self) -> VideoFrame | None:
+        """Retrieve the current VideoFrame."""
+        log_message("called get current frame")
+        async with self.lock:
+            log_message("retrieving current frame: " + str(self.current_frame))
+            return self.current_frame
\ No newline at end of file
diff --git a/software/source/server/livekit/worker.py b/software/source/server/livekit/worker.py
index 1924f00..0e84e2b 100644
--- a/software/source/server/livekit/worker.py
+++ b/software/source/server/livekit/worker.py
@@ -1,17 +1,36 @@
 import asyncio
-import copy
-import os
-from livekit.agents import AutoSubscribe, JobContext, WorkerOptions, cli
-from livekit.agents.llm import ChatContext, ChatMessage
-from livekit import rtc
-from livekit.agents.voice_assistant import VoiceAssistant
-from livekit.plugins import deepgram, openai, silero, elevenlabs, cartesia
-from dotenv import load_dotenv
-import sys
 import numpy as np
+import sys
+import os
+from datetime import datetime
+from typing import Literal, Awaitable
+
+from livekit.agents import JobContext, WorkerOptions, cli
+from livekit.agents.transcription import STTSegmentsForwarder
+from livekit.agents.llm import ChatContext
+from livekit import rtc
+from livekit.agents.pipeline import VoicePipelineAgent
+from livekit.plugins import deepgram, openai, silero, elevenlabs, cartesia
+from livekit.agents.llm.chat_context import ChatContext, ChatImage, ChatMessage
+from livekit.agents.llm import LLMStream
+
+from source.server.livekit.video_processor import RemoteVideoProcessor
+
+from source.server.livekit.transcriptions import _forward_transcription
+
+from dotenv import load_dotenv
 
 load_dotenv()
 
+# Define the path to the log file
+LOG_FILE_PATH = 'worker.txt'
+
+def log_message(message: str):
+    """Append a message to the log file with a timestamp."""
+    timestamp = datetime.now().strftime('%Y-%m-%d %H:%M:%S')
+    with open(LOG_FILE_PATH, 'a') as log_file:
+        log_file.write(f"{timestamp} - {message}\n")
+
 start_message = """Hi! You can hold the white circle below to speak to me.
 
 Try asking what I can do."""
@@ -19,16 +38,25 @@ Try asking what I can do."""
 # This function is the entrypoint for the agent.
 async def entrypoint(ctx: JobContext):
     # Create an initial chat context with a system prompt
-    initial_ctx = ChatContext().append(
+    initial_chat_ctx = ChatContext().append(
         role="system",
         text=(
-            "" # Open Interpreter handles this.
+            "Only take into context the user's image if their message is relevant or pertaining to the image. Otherwise just keep in context that the image is present but do not acknowledge or mention it in your response." # Open Interpreter handles this.
         ),
     )
 
     # Connect to the LiveKit room
-    await ctx.connect(auto_subscribe=AutoSubscribe.AUDIO_ONLY)
+    await ctx.connect()
 
+    # Create chat manager
+    chat = rtc.ChatManager(ctx.room)
+
+    # Initialize RemoteVideoProcessor
+    remote_video_processor = None
+
+    ############################################################
+    # publish agent image
+    ############################################################
     # Create a black background with a white circle
     width, height = 640, 480
     image_np = np.zeros((height, width, 4), dtype=np.uint8)
@@ -57,16 +85,15 @@ async def entrypoint(ctx: JobContext):
     # Start publishing the static image
     asyncio.create_task(publish_static_image())
 
-    # VoiceAssistant is a class that creates a full conversational AI agent.
-    # See https://github.com/livekit/agents/blob/main/livekit-agents/livekit/agents/voice_assistant/assistant.py
-    # for details on how it works.
-
+    ############################################################
+    # initialize voice agent pipeline
+    ############################################################
     interpreter_server_host = os.getenv('INTERPRETER_SERVER_HOST', 'localhost')
     interpreter_server_port = os.getenv('INTERPRETER_SERVER_PORT', '8000')
-    base_url = f"http://{interpreter_server_host}:{interpreter_server_port}/openai"
+    base_url = f"http://{interpreter_server_host}:{interpreter_server_port}/"
 
     # For debugging
-    # base_url = "http://127.0.0.1:8000/openai"
+    base_url = "http://127.0.0.1:8000/"
 
     open_interpreter = openai.LLM(
         model="open-interpreter", base_url=base_url, api_key="x"
@@ -74,6 +101,8 @@ async def entrypoint(ctx: JobContext):
 
     tts_provider = os.getenv('01_TTS', '').lower()
     stt_provider = os.getenv('01_STT', '').lower()
+    tts_provider='elevenlabs'
+    stt_provider='deepgram'
 
     # Add plugins here
     if tts_provider == 'openai':
@@ -90,41 +119,225 @@ async def entrypoint(ctx: JobContext):
     else:
         raise ValueError(f"Unsupported STT provider: {stt_provider}. Please set 01_STT environment variable to 'deepgram'.")
 
-    assistant = VoiceAssistant(
-        vad=silero.VAD.load(),  # Voice Activity Detection
-        stt=stt,  # Speech-to-Text
-        llm=open_interpreter,  # Language Model
-        tts=tts,  # Text-to-Speech
-        chat_ctx=initial_ctx,  # Chat history context
-    )
+    ############################################################
+    # initialize voice assistant states
+    ############################################################
+    push_to_talk = True
+    current_message: ChatMessage = ChatMessage(role='user')
+    submitted_message: ChatMessage = ChatMessage(role='user')
+    video_muted = False
 
-    chat = rtc.ChatManager(ctx.room)
+    tasks = []
+    ############################################################
+    # before_llm_cb
+    ############################################################
+    def _before_llm_cb(
+        agent: VoicePipelineAgent, 
+        chat_ctx: ChatContext
+    ) -> Awaitable[LLMStream] | Literal[False]:
+        nonlocal push_to_talk
+        nonlocal remote_video_processor
+        nonlocal current_message
+        nonlocal submitted_message
+        log_message(f"[before_llm_cb] chat_ctx before we perform any processing: {chat_ctx}")
 
-    async def _answer_from_text(text: str):
-        chat_ctx = copy.deepcopy(assistant._chat_ctx)
-        chat_ctx.messages.append(ChatMessage(role="user", content=text))
 
-        stream = open_interpreter.chat(chat_ctx=chat_ctx)
-        await assistant.say(stream)
+        if push_to_talk:
+            last_message = chat_ctx.messages[-1]
 
+            if submitted_message and isinstance(last_message.content, str):
+                log_message(f"[before_llm_cb] submitted_message: {submitted_message}")
+
+                # Find where submitted_messages ends in last_message
+                submitted_end_idx = 0 
+                while isinstance(submitted_message.content, str) and submitted_message.content[submitted_end_idx] == last_message.content[submitted_end_idx]:
+                    submitted_end_idx += 1
+                    if submitted_end_idx == len(submitted_message.content):
+                        break
+                
+                # Remove the submitted message from the accumulated messages
+                log_message(f"[before_llm_cb] submitted_end_idx: {submitted_end_idx}")
+
+                # Take messages after the submitted message
+                current_message = ChatMessage(role=last_message.role, content=last_message.content[submitted_end_idx:])
+                log_message(f"[before_llm_cb] current_message after removing submitted_message: {current_message}")
+            else:
+                current_message = ChatMessage(role=last_message.role, content=last_message.content)
+                log_message(f"[before_llm_cb] current_message after removing submitted_message: {current_message}")
+            
+            # Continue without invoking LLM immediately
+            return False  
+        
+        else: 
+            async def process_query():
+                if remote_video_processor and not video_muted:
+                    video_frame = await remote_video_processor.get_current_frame()
+                    if video_frame:
+                        chat_ctx.append(role="user", images=[ChatImage(image=video_frame)])
+                    else:
+                        log_message("[before_llm_cb] No video frame available")
+                    
+                return agent.llm.chat(
+                    chat_ctx=chat_ctx,
+                    fnc_ctx=agent.fnc_ctx,
+                )
+
+            return process_query()
+
+    ############################################################
+    # on_message_received implementation
+    ############################################################
+    async def _on_message_received(msg: str):
+        nonlocal push_to_talk
+        nonlocal remote_video_processor
+        nonlocal current_message
+        nonlocal submitted_message
+
+        if msg == "{COMPLETE}":
+            chat_ctx = assistant.chat_ctx
+            log_message(f"[on_message_received] copied chat_ctx: {chat_ctx}")
+
+            # append image if available
+            if remote_video_processor and not video_muted:
+                video_frame = await remote_video_processor.get_current_frame()
+                if video_frame:
+                    chat_ctx.append(role="user", images=[ChatImage(image=video_frame)]) 
+                    log_message(f"[on_message_received] appended image: {video_frame} to chat_ctx: {chat_ctx}")
+
+            if isinstance(current_message.content, str):
+                chat_ctx.append(role=current_message.role, text=current_message.content)
+
+                # extend existing submitted_message content with the new message content 
+                if submitted_message and isinstance(submitted_message.content, str):
+                    submitted_message.content += current_message.content
+                else:
+                    submitted_message = current_message
+                log_message(f"[on_message_received] appended message: {current_message.content}")
+                log_message(f"[on_message_received] submitted_message is now {submitted_message}")
+                log_message(f"[on_message_received] chat_ctx is now {chat_ctx}")
+            elif isinstance(current_message.content, ChatImage):
+                chat_ctx.append(role=current_message.role, images=[current_message.content])
+                log_message(f"[on_message_received] appended message: {current_message.content}")
+                log_message(f"[on_message_received] submitted_messages is now {submitted_message}")
+                log_message(f"[on_message_received] chat_ctx is now {chat_ctx}")
+            else:
+                log_message(f"[on_message_received] Unsupported message content type: {current_message}")
+            
+            current_message = ChatMessage(role='user')
+            log_message(f"[on_message_received] current_message reset to {current_message}")
+
+            # Generate a response
+            stream = assistant.llm.chat(chat_ctx=chat_ctx)
+            await assistant.say(stream)
+            return
+        
+        if msg == "{REQUIRE_START_ON}":
+            push_to_talk = True
+            return
+
+        if msg == "{REQUIRE_START_OFF}":
+            push_to_talk = False
+            return
+
+        # we copy chat_ctx here to handle the actual message content being sent to the LLM by the user
+        # _on_message_received is called once with the message request and then once with the {COMPLETE} message to trigger the actual LLM call 
+        # so this copy is our default case where we just append the user's message to the chat_ctx
+        chat_ctx = assistant.chat_ctx
+        chat_ctx.append(role="user", text=msg)
+        log_message(f"[on_message_received] appended message: {msg} to chat_ctx: {chat_ctx}")
+
+        return
+
+    ############################################################
+    # on_message_received callback
+    ############################################################
     @chat.on("message_received")
     def on_chat_received(msg: rtc.ChatMessage):
-        if not msg.message:
-            return
-        asyncio.create_task(_answer_from_text(msg.message))
+        log_message(f"Chat message received: {msg.message}")
+        if msg.message:
+            asyncio.create_task(_on_message_received(msg.message))
 
+    ############################################################
+    # transcribe participant track 
+    ############################################################
+    async def transcribe_track(participant: rtc.RemoteParticipant, track: rtc.Track):
+        audio_stream = rtc.AudioStream(track)
+        stt_forwarder = STTSegmentsForwarder(
+            room=ctx.room, participant=participant, track=track
+        )
+        stt_stream = stt.stream()
+        stt_task = asyncio.create_task(
+            _forward_transcription(stt_stream, stt_forwarder)
+        )
+        tasks.append(stt_task)
+
+        async for ev in audio_stream:
+            stt_stream.push_frame(ev.frame)
+
+    ############################################################
+    # on_track_subscribed callback
+    ############################################################
+    @ctx.room.on("track_subscribed")
+    def on_track_subscribed(
+        track: rtc.Track,
+        publication: rtc.TrackPublication,
+        participant: rtc.RemoteParticipant,
+    ):
+        log_message(f"Track subscribed: {track.kind}")
+
+        if track.kind == rtc.TrackKind.KIND_AUDIO:
+            tasks.append(asyncio.create_task(transcribe_track(participant, track)))
+
+        if track.kind == rtc.TrackKind.KIND_VIDEO:
+            nonlocal remote_video_processor
+
+            remote_video_stream = rtc.VideoStream(track=track, format=rtc.VideoBufferType.RGBA)
+            remote_video_processor = RemoteVideoProcessor(video_stream=remote_video_stream, job_ctx=ctx)
+            log_message("remote video processor." + str(remote_video_processor))
+            asyncio.create_task(remote_video_processor.process_frames())
+
+    ############################################################
+    # on track muted callback
+    ############################################################
+    @ctx.room.on("track_muted")
+    def on_track_muted(participant: rtc.RemoteParticipant, publication: rtc.TrackPublication):
+        nonlocal video_muted
+        if publication.kind == rtc.TrackKind.KIND_VIDEO:
+            video_muted = True
+            log_message(f"Track muted: {publication.kind}")
+
+
+
+    ############################################################
+    # on track unmuted callback
+    ############################################################
+    @ctx.room.on("track_unmuted")
+    def on_track_unmuted(participant: rtc.RemoteParticipant, publication: rtc.TrackPublication):
+        nonlocal video_muted
+        if publication.kind == rtc.TrackKind.KIND_VIDEO:
+            video_muted = False
+            log_message(f"Track unmuted: {publication.kind}")
+
+    ############################################################
     # Start the voice assistant with the LiveKit room
-    assistant.start(ctx.room)
+    ############################################################
+    assistant = VoicePipelineAgent(
+        vad=silero.VAD.load(),
+        stt=stt,
+        llm=open_interpreter,
+        tts=tts,
+        chat_ctx=initial_chat_ctx,
+        before_llm_cb=_before_llm_cb,
+    )
 
+    assistant.start(ctx.room)
     await asyncio.sleep(1)
 
     # Greets the user with an initial message
-    await assistant.say(start_message,
-    allow_interruptions=True)
+    await assistant.say(start_message, allow_interruptions=True)
 
 
-def main(livekit_url):
-    
+def main(livekit_url: str):
     # Workers have to be run as CLIs right now.
     # So we need to simualte running "[this file] dev"
 
@@ -132,6 +345,7 @@ def main(livekit_url):
     # and 'dev' as the second argument
     sys.argv = [str(__file__), 'dev']
 
+    # livekit_url = "ws://localhost:7880"
     # Initialize the worker with the entrypoint
     cli.run_app(
         WorkerOptions(entrypoint_fnc=entrypoint, api_key="devkey", api_secret="secret", ws_url=livekit_url)