From 1cfd0c1b737d781478ec95f80c242a8ceab02033 Mon Sep 17 00:00:00 2001
From: sauhardjain <sauhardjain03@gmail.com>
Date: Tue, 16 Jul 2024 16:17:32 -0700
Subject: [PATCH 1/4] feat: upgrade cartesia to 1.0.7 and support for
 continuations

---
 poetry.lock                                   | 961 ++++++++----------
 pyproject.toml                                |   2 +-
 vocode/streaming/models/synthesizer.py        |   2 +-
 .../synthesizer/cartesia_synthesizer.py       |  76 +-
 4 files changed, 508 insertions(+), 533 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 254e7f084..e6030148a 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -289,29 +289,30 @@ uvloop = ["uvloop (>=0.15.2)"]
 
 [[package]]
 name = "cachetools"
-version = "5.3.3"
+version = "5.4.0"
 description = "Extensible memoizing collections and decorators"
 optional = true
 python-versions = ">=3.7"
 files = [
-    {file = "cachetools-5.3.3-py3-none-any.whl", hash = "sha256:0abad1021d3f8325b2fc1d2e9c8b9c9d57b04c3932657a72465447332c24d945"},
-    {file = "cachetools-5.3.3.tar.gz", hash = "sha256:ba29e2dfa0b8b556606f097407ed1aa62080ee108ab0dc5ec9d6a723a007d105"},
+    {file = "cachetools-5.4.0-py3-none-any.whl", hash = "sha256:3ae3b49a3d5e28a77a0be2b37dbcb89005058959cb2323858c2657c4a8cab474"},
+    {file = "cachetools-5.4.0.tar.gz", hash = "sha256:b8adc2e7c07f105ced7bc56dbb6dfbe7c4a00acce20e2227b3f355be89bc6827"},
 ]
 
 [[package]]
 name = "cartesia"
-version = "1.0.3"
+version = "1.0.7"
 description = "The official Python library for the Cartesia API."
 optional = true
 python-versions = ">=3.8.0"
 files = [
-    {file = "cartesia-1.0.3-py2.py3-none-any.whl", hash = "sha256:d680c197361507faf11e8ed99a30a0d6ece682298ea306f41a66a0195c08ae37"},
-    {file = "cartesia-1.0.3.tar.gz", hash = "sha256:446e7bea274e71c95f790d1efdc4b04a6eec1747f3ae5cc48a4fd68985d0aafc"},
+    {file = "cartesia-1.0.7-py2.py3-none-any.whl", hash = "sha256:c4743c0ac6b42fcf77cb5b86afb2ad61f1b6f1fe7d717eb7a8ddac987fc4e550"},
+    {file = "cartesia-1.0.7.tar.gz", hash = "sha256:fb0824c22fad9313cad9b4d56e72d907b05797e028a39b0c591e3eaf70b23735"},
 ]
 
 [package.dependencies]
 aiohttp = "*"
 httpx = "*"
+iterators = "*"
 pytest-asyncio = "*"
 requests = "*"
 websockets = "*"
@@ -322,13 +323,13 @@ dev = ["numpy", "pytest (>=8.0.2)", "pytest-cov (>=4.1.0)", "setuptools", "twine
 
 [[package]]
 name = "certifi"
-version = "2024.6.2"
+version = "2024.7.4"
 description = "Python package for providing Mozilla's CA Bundle."
 optional = false
 python-versions = ">=3.6"
 files = [
-    {file = "certifi-2024.6.2-py3-none-any.whl", hash = "sha256:ddc6c8ce995e6987e7faf5e3f1b02b302836a0e5d98ece18392cb1a36c72ad56"},
-    {file = "certifi-2024.6.2.tar.gz", hash = "sha256:3cd43f1c6fa7dedc5899d69d3ad0398fd018ad1a17fba83ddaf78aa46c747516"},
+    {file = "certifi-2024.7.4-py3-none-any.whl", hash = "sha256:c198e21b1289c2ab85ee4e67bb4b4ef3ead0892059901a8d5b622f24a1101e90"},
+    {file = "certifi-2024.7.4.tar.gz", hash = "sha256:5a1e7645bc0ec61a09e26c36f6106dd4cf40c6db3a1fb6352b0244e7fb057c7b"},
 ]
 
 [[package]]
@@ -521,63 +522,63 @@ files = [
 
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 name = "coverage"
-version = "7.5.4"
+version = "7.6.0"
 description = "Code coverage measurement for Python"
 optional = false
 python-versions = ">=3.8"
 files = [
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 [package.dependencies]
@@ -727,13 +728,13 @@ files = [
 
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-version = "1.3.1"
+version = "1.4.1"
 description = ""
 optional = false
 python-versions = "<4.0,>=3.8"
 files = [
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 [package.dependencies]
@@ -760,13 +761,13 @@ idna = ">=2.0.0"
 
 [[package]]
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 description = "Backport of PEP 654 (exception groups)"
 optional = false
 python-versions = ">=3.7"
 files = [
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 [package.extras]
@@ -797,13 +798,13 @@ probabilistic = ["pyprobables (>=0.6,<0.7)"]
 
 [[package]]
 name = "fastapi"
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+version = "0.111.1"
 description = "FastAPI framework, high performance, easy to learn, fast to code, ready for production"
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 python-versions = ">=3.8"
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 [package.dependencies]
@@ -811,12 +812,10 @@ email_validator = ">=2.0.0"
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 uvicorn = {version = ">=0.12.0", extras = ["standard"]}
 
 [package.extras]
@@ -1013,13 +1012,13 @@ grpcio-gcp = ["grpcio-gcp (>=0.2.2,<1.0.dev0)"]
 
 [[package]]
 name = "google-auth"
-version = "2.31.0"
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 description = "Google Authentication Library"
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 python-versions = ">=3.7"
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 [package.dependencies]
@@ -1036,13 +1035,13 @@ requests = ["requests (>=2.20.0,<3.0.0.dev0)"]
 
 [[package]]
 name = "google-cloud-aiplatform"
-version = "1.57.0"
+version = "1.59.0"
 description = "Vertex AI API client library"
 optional = true
 python-versions = ">=3.8"
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 [package.dependencies]
@@ -1053,7 +1052,7 @@ google-cloud-bigquery = ">=1.15.0,<3.20.0 || >3.20.0,<4.0.0dev"
 google-cloud-resource-manager = ">=1.3.3,<3.0.0dev"
 google-cloud-storage = ">=1.32.0,<3.0.0dev"
 packaging = ">=14.3"
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 protobuf = ">=3.19.5,<3.20.0 || >3.20.0,<3.20.1 || >3.20.1,<4.21.0 || >4.21.0,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<5.0.0dev"
 pydantic = "<3"
 shapely = "<3.0.0dev"
@@ -1063,7 +1062,7 @@ autologging = ["mlflow (>=1.27.0,<=2.1.1)"]
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 reasoningengine = ["cloudpickle (>=3.0,<4.0)", "opentelemetry-exporter-gcp-trace (<2)", "opentelemetry-sdk (<2)", "pydantic (>=2.6.3,<3)"]
 tensorboard = ["tensorboard-plugin-profile (>=2.4.0,<3.0.0dev)", "tensorflow (>=2.3.0,<3.0.0dev)", "tensorflow (>=2.4.0,<3.0.0dev)", "werkzeug (>=2.0.0,<2.1.0dev)"]
-testing = ["bigframes", "cloudpickle (<3.0)", "docker (>=5.0.3)", "explainable-ai-sdk (>=1.0.0)", "fastapi (>=0.71.0,<=0.109.1)", "google-api-core (>=2.11,<3.0.0)", "google-cloud-bigquery", "google-cloud-bigquery-storage", "google-cloud-logging (<4.0)", "google-vizier (>=0.1.6)", "grpcio-testing", "httpx (>=0.23.0,<0.25.0)", "immutabledict", "ipython", "kfp (>=2.6.0,<3.0.0)", "lit-nlp (==0.4.0)", "mlflow (>=1.27.0,<=2.1.1)", "nest-asyncio (>=1.0.0,<1.6.0)", "nltk", "numpy (>=1.15.0)", "pandas (>=1.0.0)", "pandas (>=1.0.0,<2.2.0)", "pyarrow (>=10.0.1)", "pyarrow (>=14.0.0)", "pyarrow (>=3.0.0,<8.0dev)", "pyarrow (>=6.0.1)", "pydantic (<2)", "pyfakefs", "pytest-asyncio", "pytest-xdist", "pyyaml (>=5.3.1,<7)", "ray[default] (>=2.4,<2.5.dev0 || >2.9.0,!=2.9.1,!=2.9.2,<=2.9.3)", "ray[default] (>=2.5,<=2.9.3)", "requests (>=2.28.1)", "requests-toolbelt (<1.0.0)", "scikit-learn", "sentencepiece (>=0.2.0)", "setuptools (<70.0.0)", "starlette (>=0.17.1)", "tensorboard-plugin-profile (>=2.4.0,<3.0.0dev)", "tensorflow (==2.13.0)", "tensorflow (==2.16.1)", "tensorflow (>=2.3.0,<3.0.0dev)", "tensorflow (>=2.3.0,<3.0.0dev)", "tensorflow (>=2.4.0,<3.0.0dev)", "torch (>=2.0.0,<2.1.0)", "torch (>=2.2.0)", "urllib3 (>=1.21.1,<1.27)", "uvicorn[standard] (>=0.16.0)", "werkzeug (>=2.0.0,<2.1.0dev)", "xgboost"]
+testing = ["bigframes", "cloudpickle (<3.0)", "docker (>=5.0.3)", "explainable-ai-sdk (>=1.0.0)", "fastapi (>=0.71.0,<=0.109.1)", "google-api-core (>=2.11,<3.0.0)", "google-cloud-bigquery", "google-cloud-bigquery-storage", "google-cloud-logging (<4.0)", "google-vizier (>=0.1.6)", "grpcio-testing", "httpx (>=0.23.0,<0.25.0)", "immutabledict", "ipython", "kfp (>=2.6.0,<3.0.0)", "lit-nlp (==0.4.0)", "mlflow (>=1.27.0,<=2.1.1)", "nltk", "numpy (>=1.15.0)", "pandas (>=1.0.0)", "pandas (>=1.0.0,<2.2.0)", "pyarrow (>=10.0.1)", "pyarrow (>=14.0.0)", "pyarrow (>=3.0.0,<8.0dev)", "pyarrow (>=6.0.1)", "pydantic (<2)", "pyfakefs", "pytest-asyncio", "pytest-xdist", "pyyaml (>=5.3.1,<7)", "ray[default] (>=2.4,<2.5.dev0 || >2.9.0,!=2.9.1,!=2.9.2,<=2.9.3)", "ray[default] (>=2.5,<=2.9.3)", "requests (>=2.28.1)", "requests-toolbelt (<1.0.0)", "scikit-learn", "sentencepiece (>=0.2.0)", "setuptools (<70.0.0)", "starlette (>=0.17.1)", "tensorboard-plugin-profile (>=2.4.0,<3.0.0dev)", "tensorflow (==2.13.0)", "tensorflow (==2.16.1)", "tensorflow (>=2.3.0,<3.0.0dev)", "tensorflow (>=2.3.0,<3.0.0dev)", "tensorflow (>=2.4.0,<3.0.0dev)", "torch (>=2.0.0,<2.1.0)", "torch (>=2.2.0)", "tqdm (>=4.23.0)", "urllib3 (>=1.21.1,<1.27)", "uvicorn[standard] (>=0.16.0)", "werkzeug (>=2.0.0,<2.1.0dev)", "xgboost"]
 tokenization = ["sentencepiece (>=0.2.0)"]
 vizier = ["google-vizier (>=0.1.6)"]
 xai = ["tensorflow (>=2.3.0,<3.0.0dev)"]
@@ -1133,13 +1132,13 @@ grpc = ["grpcio (>=1.38.0,<2.0dev)", "grpcio-status (>=1.38.0,<2.0.dev0)"]
 
 [[package]]
 name = "google-cloud-resource-manager"
-version = "1.12.3"
+version = "1.12.4"
 description = "Google Cloud Resource Manager API client library"
 optional = true
 python-versions = ">=3.7"
 files = [
-    {file = "google-cloud-resource-manager-1.12.3.tar.gz", hash = "sha256:809851824119834e4f2310b2c4f38621c1d16b2bb14d5b9f132e69c79d355e7f"},
-    {file = "google_cloud_resource_manager-1.12.3-py2.py3-none-any.whl", hash = "sha256:92be7d6959927b76d90eafc4028985c37975a46ded5466a018f02e8649e113d4"},
+    {file = "google-cloud-resource-manager-1.12.4.tar.gz", hash = "sha256:3eda914a925e92465ef80faaab7e0f7a9312d486dd4e123d2c76e04bac688ff0"},
+    {file = "google_cloud_resource_manager-1.12.4-py2.py3-none-any.whl", hash = "sha256:0b6663585f7f862166c0fb4c55fdda721fce4dc2dc1d5b52d03ee4bf2653a85f"},
 ]
 
 [package.dependencies]
@@ -1147,24 +1146,24 @@ google-api-core = {version = ">=1.34.1,<2.0.dev0 || >=2.11.dev0,<3.0.0dev", extr
 google-auth = ">=2.14.1,<2.24.0 || >2.24.0,<2.25.0 || >2.25.0,<3.0.0dev"
 grpc-google-iam-v1 = ">=0.12.4,<1.0.0dev"
 proto-plus = ">=1.22.3,<2.0.0dev"
-protobuf = ">=3.19.5,<3.20.0 || >3.20.0,<3.20.1 || >3.20.1,<4.21.0 || >4.21.0,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<5.0.0dev"
+protobuf = ">=3.20.2,<4.21.0 || >4.21.0,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<6.0.0dev"
 
 [[package]]
 name = "google-cloud-speech"
-version = "2.26.0"
+version = "2.26.1"
 description = "Google Cloud Speech API client library"
 optional = true
 python-versions = ">=3.7"
 files = [
-    {file = "google-cloud-speech-2.26.0.tar.gz", hash = "sha256:d3156a78496aeacff403429408a1b13efe996da6f0544a25567904ad801671d5"},
-    {file = "google_cloud_speech-2.26.0-py2.py3-none-any.whl", hash = "sha256:8b61aebcbcc9bd5450933c94c431584a07667e022d12834f9037bb2c0e673c87"},
+    {file = "google-cloud-speech-2.26.1.tar.gz", hash = "sha256:12aceb02e34c14ed49eea3102ae7e776dfd8722babdd1466de4db0de8c1f91a9"},
+    {file = "google_cloud_speech-2.26.1-py2.py3-none-any.whl", hash = "sha256:51566c55f74288767afa91fd25c9563cfcf61ed417eb3301d4cb58c5ee4abe77"},
 ]
 
 [package.dependencies]
 google-api-core = {version = ">=1.34.1,<2.0.dev0 || >=2.11.dev0,<3.0.0dev", extras = ["grpc"]}
 google-auth = ">=2.14.1,<2.24.0 || >2.24.0,<2.25.0 || >2.25.0,<3.0.0dev"
 proto-plus = ">=1.22.3,<2.0.0dev"
-protobuf = ">=3.19.5,<3.20.0 || >3.20.0,<3.20.1 || >3.20.1,<4.21.0 || >4.21.0,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<5.0.0dev"
+protobuf = ">=3.20.2,<4.21.0 || >4.21.0,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<6.0.0dev"
 
 [[package]]
 name = "google-cloud-storage"
@@ -1190,20 +1189,20 @@ protobuf = ["protobuf (<5.0.0dev)"]
 
 [[package]]
 name = "google-cloud-texttospeech"
-version = "2.16.3"
+version = "2.16.4"
 description = "Google Cloud Texttospeech API client library"
 optional = true
 python-versions = ">=3.7"
 files = [
-    {file = "google-cloud-texttospeech-2.16.3.tar.gz", hash = "sha256:fabc315032d137da0710bb4c268734d336212d8fa8316b23b277dd3a84ce721c"},
-    {file = "google_cloud_texttospeech-2.16.3-py2.py3-none-any.whl", hash = "sha256:5d1e23f9270908a5d7ecf2af04105fbd3a7ddde60fe48506e397bd18c1ece499"},
+    {file = "google-cloud-texttospeech-2.16.4.tar.gz", hash = "sha256:07b7e2a126e29219d2024dd69e40cb31ff0805bdae4957dcba452c6ad4862405"},
+    {file = "google_cloud_texttospeech-2.16.4-py2.py3-none-any.whl", hash = "sha256:431f3b937f6c6150b6ca559ac906f0a6796ca72fe13f8e460755d8318cc9564a"},
 ]
 
 [package.dependencies]
 google-api-core = {version = ">=1.34.1,<2.0.dev0 || >=2.11.dev0,<3.0.0dev", extras = ["grpc"]}
 google-auth = ">=2.14.1,<2.24.0 || >2.24.0,<2.25.0 || >2.25.0,<3.0.0dev"
 proto-plus = ">=1.22.3,<2.0.0dev"
-protobuf = ">=3.19.5,<3.20.0 || >3.20.0,<3.20.1 || >3.20.1,<4.21.0 || >4.21.0,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<5.0.0dev"
+protobuf = ">=3.20.2,<4.21.0 || >4.21.0,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<6.0.0dev"
 
 [[package]]
 name = "google-crc32c"
@@ -1607,13 +1606,13 @@ socks = ["socksio (==1.*)"]
 
 [[package]]
 name = "huggingface-hub"
-version = "0.23.4"
+version = "0.23.5"
 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 = [
-    {file = "huggingface_hub-0.23.4-py3-none-any.whl", hash = "sha256:3a0b957aa87150addf0cc7bd71b4d954b78e749850e1e7fb29ebbd2db64ca037"},
-    {file = "huggingface_hub-0.23.4.tar.gz", hash = "sha256:35d99016433900e44ae7efe1c209164a5a81dbbcd53a52f99c281dcd7ce22431"},
+    {file = "huggingface_hub-0.23.5-py3-none-any.whl", hash = "sha256:d7a7d337615e11a45cc14a0ce5a605db6b038dc24af42866f731684825226e90"},
+    {file = "huggingface_hub-0.23.5.tar.gz", hash = "sha256:67a9caba79b71235be3752852ca27da86bd54311d2424ca8afdb8dda056edf98"},
 ]
 
 [package.dependencies]
@@ -1694,6 +1693,17 @@ files = [
 [package.extras]
 colors = ["colorama (>=0.4.6)"]
 
+[[package]]
+name = "iterators"
+version = "0.2.0"
+description = "Iterator utility classes and functions"
+optional = true
+python-versions = ">=3.6"
+files = [
+    {file = "iterators-0.2.0-py3-none-any.whl", hash = "sha256:1d7ff03f576c9de0e01bac66209556c066d6b1fc45583a99cfc9f4645be7900e"},
+    {file = "iterators-0.2.0.tar.gz", hash = "sha256:e9927a1ea1ef081830fd1512f3916857c36bd4b37272819a6cd29d0f44431b97"},
+]
+
 [[package]]
 name = "janus"
 version = "1.0.0"
@@ -1833,13 +1843,13 @@ files = [
 
 [[package]]
 name = "jsonschema"
-version = "4.22.0"
+version = "4.23.0"
 description = "An implementation of JSON Schema validation for Python"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "jsonschema-4.22.0-py3-none-any.whl", hash = "sha256:ff4cfd6b1367a40e7bc6411caec72effadd3db0bbe5017de188f2d6108335802"},
-    {file = "jsonschema-4.22.0.tar.gz", hash = "sha256:5b22d434a45935119af990552c862e5d6d564e8f6601206b305a61fdf661a2b7"},
+    {file = "jsonschema-4.23.0-py3-none-any.whl", hash = "sha256:fbadb6f8b144a8f8cf9f0b89ba94501d143e50411a1278633f56a7acf7fd5566"},
+    {file = "jsonschema-4.23.0.tar.gz", hash = "sha256:d71497fef26351a33265337fa77ffeb82423f3ea21283cd9467bb03999266bc4"},
 ]
 
 [package.dependencies]
@@ -1850,7 +1860,7 @@ rpds-py = ">=0.7.1"
 
 [package.extras]
 format = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3987", "uri-template", "webcolors (>=1.11)"]
-format-nongpl = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3986-validator (>0.1.0)", "uri-template", "webcolors (>=1.11)"]
+format-nongpl = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3986-validator (>0.1.0)", "uri-template", "webcolors (>=24.6.0)"]
 
 [[package]]
 name = "jsonschema-specifications"
@@ -1868,19 +1878,19 @@ referencing = ">=0.31.0"
 
 [[package]]
 name = "langchain"
-version = "0.2.6"
+version = "0.2.8"
 description = "Building applications with LLMs through composability"
 optional = true
 python-versions = "<4.0,>=3.8.1"
 files = [
-    {file = "langchain-0.2.6-py3-none-any.whl", hash = "sha256:f86e8a7afd3e56f8eb5ba47f01dd00144fb9fc2f1db9873bd197347be2857aa4"},
-    {file = "langchain-0.2.6.tar.gz", hash = "sha256:867f6add370c1e3911b0e87d3dd0e36aec1e8f513bf06131340fe8f151d89dc5"},
+    {file = "langchain-0.2.8-py3-none-any.whl", hash = "sha256:53e7dfe50294a14200f33bec22b4e14cb63857ccf0a5500b0d18b0fd51285d58"},
+    {file = "langchain-0.2.8.tar.gz", hash = "sha256:7fecb309e3558cde4e5cf7e9ffb7c1ab3f07121c40a7ff3b0c27135f8120c296"},
 ]
 
 [package.dependencies]
 aiohttp = ">=3.8.3,<4.0.0"
 async-timeout = {version = ">=4.0.0,<5.0.0", markers = "python_version < \"3.11\""}
-langchain-core = ">=0.2.10,<0.3.0"
+langchain-core = ">=0.2.19,<0.3.0"
 langchain-text-splitters = ">=0.2.0,<0.3.0"
 langsmith = ">=0.1.17,<0.2.0"
 numpy = [
@@ -1895,36 +1905,36 @@ tenacity = ">=8.1.0,<8.4.0 || >8.4.0,<9.0.0"
 
 [[package]]
 name = "langchain-anthropic"
-version = "0.1.19"
+version = "0.1.20"
 description = "An integration package connecting AnthropicMessages and LangChain"
 optional = true
 python-versions = "<4.0,>=3.8.1"
 files = [
-    {file = "langchain_anthropic-0.1.19-py3-none-any.whl", hash = "sha256:ed0d5823dcf65802c6367a8fada2e82610aa1c96dfaae5400b6920131483707b"},
-    {file = "langchain_anthropic-0.1.19.tar.gz", hash = "sha256:7f4b3834947bbefdc43f5dc4ebbaddac4b58253c0c54684ac960af5054acc341"},
+    {file = "langchain_anthropic-0.1.20-py3-none-any.whl", hash = "sha256:3a0d89ac6856be98beb3ec63813393bf29af3c5134247979c055938e741b7d9d"},
+    {file = "langchain_anthropic-0.1.20.tar.gz", hash = "sha256:cb9607fecfc0f0de49b79dd0fc066790e2877873ef753abd98d2ae38d6e0f5b2"},
 ]
 
 [package.dependencies]
 anthropic = ">=0.28.0,<1"
 defusedxml = ">=0.7.1,<0.8.0"
-langchain-core = ">=0.2.10,<0.3"
+langchain-core = ">=0.2.17,<0.3"
 
 [[package]]
 name = "langchain-community"
-version = "0.2.6"
+version = "0.2.7"
 description = "Community contributed LangChain integrations."
 optional = true
 python-versions = "<4.0,>=3.8.1"
 files = [
-    {file = "langchain_community-0.2.6-py3-none-any.whl", hash = "sha256:758cc800acfe5dd396bf8ba1b57c4792639ead0eab48ed0367f0732ec6ee1f68"},
-    {file = "langchain_community-0.2.6.tar.gz", hash = "sha256:40ce09a50ed798aa651ddb34c8978200fa8589b9813c7a28ce8af027bbf249f0"},
+    {file = "langchain_community-0.2.7-py3-none-any.whl", hash = "sha256:c236e74249ab68a318c94c95327cbe75a76489b61f7bf93f14117d9233ce70b1"},
+    {file = "langchain_community-0.2.7.tar.gz", hash = "sha256:f52659dbb8a8f0c011cc7d634247686d11d768843cc3e5fe9e6f52321cde82c0"},
 ]
 
 [package.dependencies]
 aiohttp = ">=3.8.3,<4.0.0"
 dataclasses-json = ">=0.5.7,<0.7"
-langchain = ">=0.2.6,<0.3.0"
-langchain-core = ">=0.2.10,<0.3.0"
+langchain = ">=0.2.7,<0.3.0"
+langchain-core = ">=0.2.12,<0.3.0"
 langsmith = ">=0.1.0,<0.2.0"
 numpy = [
     {version = ">=1,<2", markers = "python_version < \"3.12\""},
@@ -1937,13 +1947,13 @@ tenacity = ">=8.1.0,<8.4.0 || >8.4.0,<9.0.0"
 
 [[package]]
 name = "langchain-core"
-version = "0.2.11"
+version = "0.2.20"
 description = "Building applications with LLMs through composability"
 optional = true
 python-versions = "<4.0,>=3.8.1"
 files = [
-    {file = "langchain_core-0.2.11-py3-none-any.whl", hash = "sha256:c7ca4dc4d88e3c69fd7916c95a7027c2b1a11c2db5a51141c3ceb8afac212208"},
-    {file = "langchain_core-0.2.11.tar.gz", hash = "sha256:7a4661b50604eeb20c3373fbfd8a4f1b74482a6ab4e0f9df11e96821ead8ef0c"},
+    {file = "langchain_core-0.2.20-py3-none-any.whl", hash = "sha256:16cc4da6f7ebf33accea7af45a70480733dc852ab291030fb6924865bd7caf76"},
+    {file = "langchain_core-0.2.20.tar.gz", hash = "sha256:a66c439e085d8c75f822f7650a5551d17bada4003521173c763d875d949e4ed5"},
 ]
 
 [package.dependencies]
@@ -1978,17 +1988,17 @@ anthropic = ["anthropic[vertexai] (>=0.29.0,<1)"]
 
 [[package]]
 name = "langchain-openai"
-version = "0.1.14"
+version = "0.1.16"
 description = "An integration package connecting OpenAI and LangChain"
 optional = true
 python-versions = "<4.0,>=3.8.1"
 files = [
-    {file = "langchain_openai-0.1.14-py3-none-any.whl", hash = "sha256:fcd34cc5b5713798908a5828d364b4426e3b1afccbd564d344e5477acb86634a"},
-    {file = "langchain_openai-0.1.14.tar.gz", hash = "sha256:1f13d6041e8bedddf6eb47ccad7416e05af38fa169324f7f1bdf4f385780f8d8"},
+    {file = "langchain_openai-0.1.16-py3-none-any.whl", hash = "sha256:bff90e9d0be786495920a7851ae4d55247fb084d3a11d1b15bfe91904ce1cb0f"},
+    {file = "langchain_openai-0.1.16.tar.gz", hash = "sha256:3dedcc785a64a488ad6a313cc59b0dccea025d27413b55cec73a20dcf3ded4da"},
 ]
 
 [package.dependencies]
-langchain-core = ">=0.2.2,<0.3"
+langchain-core = ">=0.2.17,<0.3.0"
 openai = ">=1.32.0,<2.0.0"
 tiktoken = ">=0.7,<1"
 
@@ -2008,13 +2018,13 @@ langchain-core = ">=0.2.10,<0.3.0"
 
 [[package]]
 name = "langsmith"
-version = "0.1.83"
+version = "0.1.87"
 description = "Client library to connect to the LangSmith LLM Tracing and Evaluation Platform."
 optional = true
 python-versions = "<4.0,>=3.8.1"
 files = [
-    {file = "langsmith-0.1.83-py3-none-any.whl", hash = "sha256:f54d8cd8479b648b6339f3f735d19292c3516d080f680933ecdca3eab4b67ed3"},
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 [package.dependencies]
@@ -2187,63 +2197,71 @@ files = [
 
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 optional = false
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 [package.dependencies]
@@ -3355,110 +3374,110 @@ jupyter = ["ipywidgets (>=7.5.1,<9)"]
 
 [[package]]
 name = "rpds-py"
-version = "0.18.1"
+version = "0.19.0"
 description = "Python bindings to Rust's persistent data structures (rpds)"
 optional = false
 python-versions = ">=3.8"
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-    {file = "ujson-5.10.0.tar.gz", hash = "sha256:b3cd8f3c5d8c7738257f1018880444f7b7d9b66232c64649f562d7ba86ad4bc1"},
-]
-
 [[package]]
 name = "urllib3"
 version = "2.2.2"
@@ -4729,4 +4656,4 @@ transcribers = ["google-cloud-speech"]
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.10,<4.0"
-content-hash = "f2d5fe214311ec582efd7760aa25147f11567ddfa1b4ca8ee8088e5798336d8f"
+content-hash = "645eeaebdbc1191899f3c62d06923897d88986d7f3f0010724f974bee266a9f8"
diff --git a/pyproject.toml b/pyproject.toml
index eec09a271..edf1dc4ba 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -43,7 +43,7 @@ groq = { version = "^0.9.0", optional = true }
 # Synthesizers
 google-cloud-texttospeech = { version = "^2.16.3", optional = true }
 pvkoala = { version = "^2.0.1", optional = true }
-cartesia = { version = "^1.0.3", optional = true }
+cartesia = { version = "^1.0.7", optional = true }
 
 # Transcribers
 google-cloud-speech = { version = "^2.26.0", optional = true }
diff --git a/vocode/streaming/models/synthesizer.py b/vocode/streaming/models/synthesizer.py
index ce8af4bab..d7c7682f1 100644
--- a/vocode/streaming/models/synthesizer.py
+++ b/vocode/streaming/models/synthesizer.py
@@ -230,7 +230,7 @@ class PollySynthesizerConfig(SynthesizerConfig, type=SynthesizerType.POLLY.value
 
 
 DEFAULT_CARTESIA_MODEL_ID = "sonic-english"
-DEFAULT_CARTESIA_VOICE_ID = "5345cf08-6f37-424d-a5d9-8ae1101b9377"
+DEFAULT_CARTESIA_VOICE_ID = "829ccd10-f8b3-43cd-b8a0-4aeaa81f3b30"
 
 
 class CartesiaSynthesizerConfig(SynthesizerConfig, type=SynthesizerType.CARTESIA.value):  # type: ignore
diff --git a/vocode/streaming/synthesizer/cartesia_synthesizer.py b/vocode/streaming/synthesizer/cartesia_synthesizer.py
index 7458f7f7f..0ada78d4c 100644
--- a/vocode/streaming/synthesizer/cartesia_synthesizer.py
+++ b/vocode/streaming/synthesizer/cartesia_synthesizer.py
@@ -1,6 +1,5 @@
 import hashlib
-import io
-import wave
+from typing import List, Optional, TypedDict
 
 from vocode import getenv
 from vocode.streaming.models.audio import AudioEncoding, SamplingRate
@@ -9,10 +8,31 @@
 from vocode.streaming.synthesizer.base_synthesizer import BaseSynthesizer, SynthesisResult
 
 
+class VoiceControls(TypedDict):
+    """Defines different voice control parameters for voice synthesis.
+
+
+    For a complete list of supported parameters, refer to the Cartesia API documentation.
+    https://docs.cartesia.ai/api-reference
+
+    Examples:
+        >>> {"speed": "fastest"}
+        >>> {"speed": "slow", "emotion": ["sadness:high"]}
+        >>> {"emotion": ["surprise:highest", "curiosity"]}
+
+    Note:
+        This is an experimental class and is subject to rapid change in future versions.
+    """
+
+    speed: str
+    emotion: List[str]
+
+
 class CartesiaSynthesizer(BaseSynthesizer[CartesiaSynthesizerConfig]):
     def __init__(
         self,
         synthesizer_config: CartesiaSynthesizerConfig,
+        _experimental_voice_controls: Optional[List[VoiceControls]] = None,
     ):
         super().__init__(synthesizer_config)
 
@@ -20,7 +40,7 @@ def __init__(
         try:
             from cartesia import AsyncCartesia
         except ImportError as e:
-            raise ImportError(f"Missing required dependancies for CartesiaSynthesizer") from e
+            raise ImportError("Missing required dependancies for CartesiaSynthesizer") from e
 
         self.api_key = synthesizer_config.api_key or getenv("CARTESIA_API_KEY")
         if not self.api_key:
@@ -28,8 +48,16 @@ def __init__(
 
         self.cartesia_tts = AsyncCartesia
 
+        self._experimental_voice_controls = _experimental_voice_controls
+
         if synthesizer_config.audio_encoding == AudioEncoding.LINEAR16:
             match synthesizer_config.sampling_rate:
+                case SamplingRate.RATE_48000:
+                    self.output_format = {
+                        "sample_rate": 48000,
+                        "encoding": "pcm_s16le",
+                        "container": "raw",
+                    }
                 case SamplingRate.RATE_44100:
                     self.output_format = {
                         "sample_rate": 44100,
@@ -69,12 +97,20 @@ def __init__(
             raise ValueError(f"Unsupported audio encoding {synthesizer_config.audio_encoding}")
 
         if not isinstance(self.output_format["sample_rate"], int):
-            raise ValueError(f"Invalid type for sample_rate")
+            raise ValueError("Invalid type for sample_rate")
         self.sampling_rate = self.output_format["sample_rate"]
         self.num_channels = 1
         self.model_id = synthesizer_config.model_id
         self.voice_id = synthesizer_config.voice_id
         self.client = self.cartesia_tts(api_key=self.api_key)
+        self.ws = None
+        self.ctx = None
+
+    async def initialize_ws(self):
+        if self.ws is None:
+            self.ws = await self.client.tts.websocket()
+        if self.ctx is None or self.ctx.is_closed():
+            self.ctx = self.ws.context()
 
     async def create_speech_uncached(
         self,
@@ -83,17 +119,26 @@ async def create_speech_uncached(
         is_first_text_chunk: bool = False,
         is_sole_text_chunk: bool = False,
     ) -> SynthesisResult:
-        generator = await self.client.tts.sse(
-            model_id=self.model_id,
-            transcript=message.text,
-            voice_id=self.voice_id,
-            stream=True,
-            output_format=self.output_format,
-        )
+        await self.initialize_ws()
+
+        transcript = message.text
+
+        if not message.text.endswith(" "):
+            transcript = message.text + " "
+
+        if self.ctx is not None:
+            await self.ctx.send(
+                model_id=self.model_id,
+                transcript=transcript,
+                voice_id=self.voice_id,
+                continue_=not is_sole_text_chunk,
+                output_format=self.output_format,
+                _experimental_voice_controls=self._experimental_voice_controls,
+            )
 
-        async def chunk_generator(sse):
+        async def chunk_generator(context):
             buffer = bytearray()
-            async for event in sse:
+            async for event in context.receive():
                 audio = event.get("audio")
                 buffer.extend(audio)
                 while len(buffer) >= chunk_size:
@@ -102,9 +147,11 @@ async def chunk_generator(sse):
                     )
                     buffer = buffer[chunk_size:]
             yield SynthesisResult.ChunkResult(chunk=buffer, is_last_chunk=True)
+            if not context.is_closed():
+                await context.no_more_inputs()
 
         return SynthesisResult(
-            chunk_generator=chunk_generator(generator),
+            chunk_generator=chunk_generator(self.ctx),
             get_message_up_to=lambda seconds: self.get_message_cutoff_from_voice_speed(
                 message, seconds
             ),
@@ -125,4 +172,5 @@ def get_voice_identifier(cls, synthesizer_config: CartesiaSynthesizerConfig):
 
     async def tear_down(self):
         await super().tear_down()
+        await self.ws.close()
         await self.client.close()

From 23aff98a6069cf0bc5b2653f788cd9925162c2d7 Mon Sep 17 00:00:00 2001
From: sauhardjain <sauhardjain03@gmail.com>
Date: Wed, 17 Jul 2024 03:25:42 -0700
Subject: [PATCH 2/4] prevent errors

---
 vocode/streaming/synthesizer/cartesia_synthesizer.py | 8 ++++++--
 1 file changed, 6 insertions(+), 2 deletions(-)

diff --git a/vocode/streaming/synthesizer/cartesia_synthesizer.py b/vocode/streaming/synthesizer/cartesia_synthesizer.py
index 0ada78d4c..4a88a5580 100644
--- a/vocode/streaming/synthesizer/cartesia_synthesizer.py
+++ b/vocode/streaming/synthesizer/cartesia_synthesizer.py
@@ -121,6 +121,10 @@ async def create_speech_uncached(
     ) -> SynthesisResult:
         await self.initialize_ws()
 
+        if is_first_text_chunk:
+            await self.ctx.no_more_inputs()
+            self.ctx = self.ws.context()
+
         transcript = message.text
 
         if not message.text.endswith(" "):
@@ -138,6 +142,8 @@ async def create_speech_uncached(
 
         async def chunk_generator(context):
             buffer = bytearray()
+            if context.is_closed():
+                return
             async for event in context.receive():
                 audio = event.get("audio")
                 buffer.extend(audio)
@@ -147,8 +153,6 @@ async def chunk_generator(context):
                     )
                     buffer = buffer[chunk_size:]
             yield SynthesisResult.ChunkResult(chunk=buffer, is_last_chunk=True)
-            if not context.is_closed():
-                await context.no_more_inputs()
 
         return SynthesisResult(
             chunk_generator=chunk_generator(self.ctx),

From 8b3c10821164ac7e6ccd2e68cc2f31c6c6ec84dd Mon Sep 17 00:00:00 2001
From: sauhardjain <sauhardjain03@gmail.com>
Date: Wed, 17 Jul 2024 10:15:27 -0700
Subject: [PATCH 3/4] fix: review comments

---
 vocode/streaming/models/synthesizer.py        | 10 ++++++-
 .../synthesizer/cartesia_synthesizer.py       | 28 +++----------------
 2 files changed, 13 insertions(+), 25 deletions(-)

diff --git a/vocode/streaming/models/synthesizer.py b/vocode/streaming/models/synthesizer.py
index d7c7682f1..758703dbf 100644
--- a/vocode/streaming/models/synthesizer.py
+++ b/vocode/streaming/models/synthesizer.py
@@ -1,5 +1,5 @@
 from enum import Enum
-from typing import Any, Dict, List, Literal, Optional
+from typing import Any, Dict, List, Literal, Optional, TypedDict
 
 from pydantic.v1 import validator
 
@@ -233,7 +233,15 @@ class PollySynthesizerConfig(SynthesizerConfig, type=SynthesizerType.POLLY.value
 DEFAULT_CARTESIA_VOICE_ID = "829ccd10-f8b3-43cd-b8a0-4aeaa81f3b30"
 
 
+class CartesiaVoiceControls(TypedDict):
+    """Check out our guide at https://docs.cartesia.ai/user-guides/voice-control"""
+
+    speed: str
+    emotion: List[str]
+
+
 class CartesiaSynthesizerConfig(SynthesizerConfig, type=SynthesizerType.CARTESIA.value):  # type: ignore
     api_key: Optional[str] = None
     model_id: str = DEFAULT_CARTESIA_MODEL_ID
     voice_id: str = DEFAULT_CARTESIA_VOICE_ID
+    _experimental_voice_controls: Optional[CartesiaVoiceControls] = None
diff --git a/vocode/streaming/synthesizer/cartesia_synthesizer.py b/vocode/streaming/synthesizer/cartesia_synthesizer.py
index 4a88a5580..445ab03a7 100644
--- a/vocode/streaming/synthesizer/cartesia_synthesizer.py
+++ b/vocode/streaming/synthesizer/cartesia_synthesizer.py
@@ -1,5 +1,4 @@
 import hashlib
-from typing import List, Optional, TypedDict
 
 from vocode import getenv
 from vocode.streaming.models.audio import AudioEncoding, SamplingRate
@@ -8,31 +7,10 @@
 from vocode.streaming.synthesizer.base_synthesizer import BaseSynthesizer, SynthesisResult
 
 
-class VoiceControls(TypedDict):
-    """Defines different voice control parameters for voice synthesis.
-
-
-    For a complete list of supported parameters, refer to the Cartesia API documentation.
-    https://docs.cartesia.ai/api-reference
-
-    Examples:
-        >>> {"speed": "fastest"}
-        >>> {"speed": "slow", "emotion": ["sadness:high"]}
-        >>> {"emotion": ["surprise:highest", "curiosity"]}
-
-    Note:
-        This is an experimental class and is subject to rapid change in future versions.
-    """
-
-    speed: str
-    emotion: List[str]
-
-
 class CartesiaSynthesizer(BaseSynthesizer[CartesiaSynthesizerConfig]):
     def __init__(
         self,
         synthesizer_config: CartesiaSynthesizerConfig,
-        _experimental_voice_controls: Optional[List[VoiceControls]] = None,
     ):
         super().__init__(synthesizer_config)
 
@@ -48,7 +26,7 @@ def __init__(
 
         self.cartesia_tts = AsyncCartesia
 
-        self._experimental_voice_controls = _experimental_voice_controls
+        self._experimental_voice_controls = synthesizer_config._experimental_voice_controls
 
         if synthesizer_config.audio_encoding == AudioEncoding.LINEAR16:
             match synthesizer_config.sampling_rate:
@@ -121,7 +99,7 @@ async def create_speech_uncached(
     ) -> SynthesisResult:
         await self.initialize_ws()
 
-        if is_first_text_chunk:
+        if is_first_text_chunk and self.ws and self.ctx:
             await self.ctx.no_more_inputs()
             self.ctx = self.ws.context()
 
@@ -176,5 +154,7 @@ def get_voice_identifier(cls, synthesizer_config: CartesiaSynthesizerConfig):
 
     async def tear_down(self):
         await super().tear_down()
+        if self.ctx:
+            self.ctx._close()
         await self.ws.close()
         await self.client.close()

From cb48f2c22c91ac910d87382e7401dd55c32b2ceb Mon Sep 17 00:00:00 2001
From: Ajay Raj <ajay.n.raj@gmail.com>
Date: Thu, 18 Jul 2024 08:33:12 -0700
Subject: [PATCH 4/4] Update vocode/streaming/models/synthesizer.py

---
 vocode/streaming/models/synthesizer.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/vocode/streaming/models/synthesizer.py b/vocode/streaming/models/synthesizer.py
index 758703dbf..df0a2f3ae 100644
--- a/vocode/streaming/models/synthesizer.py
+++ b/vocode/streaming/models/synthesizer.py
@@ -234,7 +234,7 @@ class PollySynthesizerConfig(SynthesizerConfig, type=SynthesizerType.POLLY.value
 
 
 class CartesiaVoiceControls(TypedDict):
-    """Check out our guide at https://docs.cartesia.ai/user-guides/voice-control"""
+    """See https://docs.cartesia.ai/user-guides/voice-control"""
 
     speed: str
     emotion: List[str]