diff --git a/llm_app/model_wrappers/api_clients/clients.py b/llm_app/model_wrappers/api_clients/clients.py
index 6b10fda..f4fa716 100644
--- a/llm_app/model_wrappers/api_clients/clients.py
+++ b/llm_app/model_wrappers/api_clients/clients.py
@@ -23,8 +23,6 @@ def __init__(
     ):
         import openai
 
-        openai.api_requestor.TIMEOUT_SECS = 90
-
         openai.api_key = api_key
         if api_type:
             openai.api_type = api_type
@@ -34,20 +32,21 @@ def __init__(
             openai.api_version = api_version
 
         self.api = openai
+        self.client = openai.OpenAI(api_key=api_key)
 
 
 class OpenAIChatCompletionClient(OpenAIClient):
     @retry(wait=wait_random_exponential(min=1, max=60), stop=stop_after_attempt(6))
     def make_request(self, **kwargs):
         logfun("Calling OpenAI chat completion service %s", str(kwargs)[:100])
-        return self.api.ChatCompletion.create(**kwargs)
+        return self.client.chat.completions.create(**kwargs)
 
 
 class OpenAIEmbeddingClient(OpenAIClient):
     @retry(wait=wait_random_exponential(min=1, max=60), stop=stop_after_attempt(6))
     def make_request(self, **kwargs):
         logfun("Calling OpenAI embedding service %s", str(kwargs)[:100])
-        return self.api.Embedding.create(**kwargs)
+        return self.client.embeddings.create(**kwargs)
 
 
 class HuggingFaceClient(APIClient):
diff --git a/llm_app/model_wrappers/openai_wrapper/api_models.py b/llm_app/model_wrappers/openai_wrapper/api_models.py
index 5160922..c20c85e 100644
--- a/llm_app/model_wrappers/openai_wrapper/api_models.py
+++ b/llm_app/model_wrappers/openai_wrapper/api_models.py
@@ -47,6 +47,8 @@ def __call__(self, text: str, locator="gpt-3.5-turbo", **kwargs) -> str:
             kwargs["model"] = locator
 
         messages = MessagePreparer.prepare_chat_messages(text)
+        if "response_format" in kwargs:
+            kwargs["response_format"] = kwargs["response_format"].value
 
         logfun(f"Calling OpenAI API with: {messages}\n")
         response = self.api_client.make_request(messages=messages, **kwargs)
@@ -126,7 +128,7 @@ def __call__(self, text: str, locator="text-embedding-ada-002", **kwargs):
             kwargs["model"] = locator
 
         response = self.api_client.make_request(input=[text], **kwargs)
-        return response["data"][0]["embedding"]
+        return response.data[0].embedding
 
     def apply(
         self,
diff --git a/poetry.lock b/poetry.lock
index c32baef..ae5d852 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -2,111 +2,99 @@
 
 [[package]]
 name = "aiohttp"
-version = "3.8.6"
+version = "3.9.0"
 description = "Async http client/server framework (asyncio)"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.8"
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 ]
 
 [package.dependencies]
 aiosignal = ">=1.1.2"
-async-timeout = ">=4.0.0a3,<5.0"
+async-timeout = {version = ">=4.0,<5.0", markers = "python_version < \"3.11\""}
 attrs = ">=17.3.0"
-charset-normalizer = ">=2.0,<4.0"
 frozenlist = ">=1.1.1"
 multidict = ">=4.5,<7.0"
 yarl = ">=1.0,<2.0"
 
 [package.extras]
-speedups = ["Brotli", "aiodns", "cchardet"]
+speedups = ["Brotli", "aiodns", "brotlicffi"]
 
 [[package]]
 name = "aiosignal"
@@ -146,6 +134,17 @@ typing-extensions = {version = ">=4.0.1", markers = "python_version < \"3.11\""}
 dev = ["anywidget", "black (<24)", "hatch", "ipython", "m2r", "mypy", "pandas-stubs", "pyarrow (>=11)", "pytest", "pytest-cov", "ruff", "types-jsonschema", "types-setuptools", "vega-datasets", "vegafusion[embed] (>=1.4.0)", "vl-convert-python (>=0.14.0)"]
 doc = ["docutils", "geopandas", "jinja2", "myst-parser", "numpydoc", "pillow (>=9,<10)", "pydata-sphinx-theme", "scipy", "sphinx", "sphinx-copybutton", "sphinx-design", "sphinxext-altair"]
 
+[[package]]
+name = "annotated-types"
+version = "0.6.0"
+description = "Reusable constraint types to use with typing.Annotated"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "annotated_types-0.6.0-py3-none-any.whl", hash = "sha256:0641064de18ba7a25dee8f96403ebc39113d0cb953a01429249d5c7564666a43"},
+    {file = "annotated_types-0.6.0.tar.gz", hash = "sha256:563339e807e53ffd9c267e99fc6d9ea23eb8443c08f112651963e24e22f84a5d"},
+]
+
 [[package]]
 name = "antlr4-python3-runtime"
 version = "4.9.3"
@@ -156,6 +155,27 @@ files = [
     {file = "antlr4-python3-runtime-4.9.3.tar.gz", hash = "sha256:f224469b4168294902bb1efa80a8bf7855f24c99aef99cbefc1bcd3cce77881b"},
 ]
 
+[[package]]
+name = "anyio"
+version = "3.7.1"
+description = "High level compatibility layer for multiple asynchronous event loop implementations"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "anyio-3.7.1-py3-none-any.whl", hash = "sha256:91dee416e570e92c64041bd18b900d1d6fa78dff7048769ce5ac5ddad004fbb5"},
+    {file = "anyio-3.7.1.tar.gz", hash = "sha256:44a3c9aba0f5defa43261a8b3efb97891f2bd7d804e0e1f56419befa1adfc780"},
+]
+
+[package.dependencies]
+exceptiongroup = {version = "*", markers = "python_version < \"3.11\""}
+idna = ">=2.8"
+sniffio = ">=1.1"
+
+[package.extras]
+doc = ["Sphinx", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx-rtd-theme (>=1.2.2)", "sphinxcontrib-jquery"]
+test = ["anyio[trio]", "coverage[toml] (>=4.5)", "hypothesis (>=4.0)", "mock (>=4)", "psutil (>=5.9)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "uvloop (>=0.17)"]
+trio = ["trio (<0.22)"]
+
 [[package]]
 name = "async-timeout"
 version = "4.0.3"
@@ -245,17 +265,17 @@ files = [
 
 [[package]]
 name = "boto3"
-version = "1.29.2"
+version = "1.29.3"
 description = "The AWS SDK for Python"
 optional = false
 python-versions = ">= 3.7"
 files = [
-    {file = "boto3-1.29.2-py3-none-any.whl", hash = "sha256:6617ac176efb21485ebc3a058a3a97feb1300141421ae3d1809562c4cac1d5f9"},
-    {file = "boto3-1.29.2.tar.gz", hash = "sha256:f3024bba9ac980007ba7b5f28a9734d111fb5466e2426ac76c5edbd6dedd8db2"},
+    {file = "boto3-1.29.3-py3-none-any.whl", hash = "sha256:85123ba6ccef12f8230bcd85bf730d3c4218e08e3cc4baaa0b3eae094703e77d"},
+    {file = "boto3-1.29.3.tar.gz", hash = "sha256:d038b19cbe29d488133351ee6eb36ee11a0934df8bcbc0892bbeb2c544a327a4"},
 ]
 
 [package.dependencies]
-botocore = ">=1.32.2,<1.33.0"
+botocore = ">=1.32.3,<1.33.0"
 jmespath = ">=0.7.1,<2.0.0"
 s3transfer = ">=0.7.0,<0.8.0"
 
@@ -264,13 +284,13 @@ crt = ["botocore[crt] (>=1.21.0,<2.0a0)"]
 
 [[package]]
 name = "botocore"
-version = "1.32.2"
+version = "1.32.3"
 description = "Low-level, data-driven core of boto 3."
 optional = false
 python-versions = ">= 3.7"
 files = [
-    {file = "botocore-1.32.2-py3-none-any.whl", hash = "sha256:a68a33193d8cd59e3b2142bff632e562afc02f9c4417e3dcc81a6e1b1f47148e"},
-    {file = "botocore-1.32.2.tar.gz", hash = "sha256:0e231524e9b72169fe0b8d9310f47072c245fb712778e0669f53f264f0e49536"},
+    {file = "botocore-1.32.3-py3-none-any.whl", hash = "sha256:115adb7edf61ad7083fd582ac749b761fa707758bbca94d42e4e6e92940b5d38"},
+    {file = "botocore-1.32.3.tar.gz", hash = "sha256:be622915db1dbf1d6d5ed907633471f9ed8f5399dd3cf333f9dc2b955cd3e80d"},
 ]
 
 [package.dependencies]
@@ -294,13 +314,13 @@ files = [
 
 [[package]]
 name = "certifi"
-version = "2023.7.22"
+version = "2023.11.17"
 description = "Python package for providing Mozilla's CA Bundle."
 optional = false
 python-versions = ">=3.6"
 files = [
-    {file = "certifi-2023.7.22-py3-none-any.whl", hash = "sha256:92d6037539857d8206b8f6ae472e8b77db8058fec5937a1ef3f54304089edbb9"},
-    {file = "certifi-2023.7.22.tar.gz", hash = "sha256:539cc1d13202e33ca466e88b2807e29f4c13049d6d87031a3c110744495cb082"},
+    {file = "certifi-2023.11.17-py3-none-any.whl", hash = "sha256:e036ab49d5b79556f99cfc2d9320b34cfbe5be05c5871b51de9329f0603b0474"},
+    {file = "certifi-2023.11.17.tar.gz", hash = "sha256:9b469f3a900bf28dc19b8cfbf8019bf47f7fdd1a65a1d4ffb98fc14166beb4d1"},
 ]
 
 [[package]]
@@ -668,6 +688,17 @@ files = [
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 ]
 
+[[package]]
+name = "distro"
+version = "1.8.0"
+description = "Distro - an OS platform information API"
+optional = false
+python-versions = ">=3.6"
+files = [
+    {file = "distro-1.8.0-py3-none-any.whl", hash = "sha256:99522ca3e365cac527b44bde033f64c6945d90eb9f769703caaec52b09bbd3ff"},
+    {file = "distro-1.8.0.tar.gz", hash = "sha256:02e111d1dc6a50abb8eed6bf31c3e48ed8b0830d1ea2a1b78c61765c2513fdd8"},
+]
+
 [[package]]
 name = "effdet"
 version = "0.4.1"
@@ -1093,6 +1124,17 @@ protobuf = ">=3.19.5,<3.20.0 || >3.20.0,<3.20.1 || >3.20.1,<4.21.1 || >4.21.1,<4
 [package.extras]
 grpc = ["grpcio (>=1.44.0,<2.0.0.dev0)"]
 
+[[package]]
+name = "h11"
+version = "0.14.0"
+description = "A pure-Python, bring-your-own-I/O implementation of HTTP/1.1"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "h11-0.14.0-py3-none-any.whl", hash = "sha256:e3fe4ac4b851c468cc8363d500db52c2ead036020723024a109d37346efaa761"},
+    {file = "h11-0.14.0.tar.gz", hash = "sha256:8f19fbbe99e72420ff35c00b27a34cb9937e902a8b810e2c88300c6f0a3b699d"},
+]
+
 [[package]]
 name = "h3"
 version = "3.7.6"
@@ -1145,6 +1187,27 @@ all = ["flake8", "numpy", "pylint", "pytest", "pytest-cov"]
 numpy = ["numpy"]
 test = ["flake8", "pylint", "pytest", "pytest-cov"]
 
+[[package]]
+name = "httpcore"
+version = "1.0.2"
+description = "A minimal low-level HTTP client."
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "httpcore-1.0.2-py3-none-any.whl", hash = "sha256:096cc05bca73b8e459a1fc3dcf585148f63e534eae4339559c9b8a8d6399acc7"},
+    {file = "httpcore-1.0.2.tar.gz", hash = "sha256:9fc092e4799b26174648e54b74ed5f683132a464e95643b226e00c2ed2fa6535"},
+]
+
+[package.dependencies]
+certifi = "*"
+h11 = ">=0.13,<0.15"
+
+[package.extras]
+asyncio = ["anyio (>=4.0,<5.0)"]
+http2 = ["h2 (>=3,<5)"]
+socks = ["socksio (==1.*)"]
+trio = ["trio (>=0.22.0,<0.23.0)"]
+
 [[package]]
 name = "httplib2"
 version = "0.22.0"
@@ -1159,6 +1222,30 @@ files = [
 [package.dependencies]
 pyparsing = {version = ">=2.4.2,<3.0.0 || >3.0.0,<3.0.1 || >3.0.1,<3.0.2 || >3.0.2,<3.0.3 || >3.0.3,<4", markers = "python_version > \"3.0\""}
 
+[[package]]
+name = "httpx"
+version = "0.25.1"
+description = "The next generation HTTP client."
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "httpx-0.25.1-py3-none-any.whl", hash = "sha256:fec7d6cc5c27c578a391f7e87b9aa7d3d8fbcd034f6399f9f79b45bcc12a866a"},
+    {file = "httpx-0.25.1.tar.gz", hash = "sha256:ffd96d5cf901e63863d9f1b4b6807861dbea4d301613415d9e6e57ead15fc5d0"},
+]
+
+[package.dependencies]
+anyio = "*"
+certifi = "*"
+httpcore = "*"
+idna = "*"
+sniffio = "*"
+
+[package.extras]
+brotli = ["brotli", "brotlicffi"]
+cli = ["click (==8.*)", "pygments (==2.*)", "rich (>=10,<14)"]
+http2 = ["h2 (>=3,<5)"]
+socks = ["socksio (==1.*)"]
+
 [[package]]
 name = "huggingface-hub"
 version = "0.19.4"
@@ -1759,39 +1846,39 @@ tests = ["pytest", "pytz", "simplejson"]
 
 [[package]]
 name = "matplotlib"
-version = "3.8.1"
+version = "3.8.2"
 description = "Python plotting package"
 optional = true
 python-versions = ">=3.9"
 files = [
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 [package.dependencies]
@@ -2316,25 +2403,25 @@ sympy = "*"
 
 [[package]]
 name = "openai"
-version = "0.28.1"
-description = "Python client library for the OpenAI API"
+version = "1.3.3"
+description = "The official Python library for the openai API"
 optional = false
 python-versions = ">=3.7.1"
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 ]
 
 [package.dependencies]
-aiohttp = "*"
-requests = ">=2.20"
-tqdm = "*"
+anyio = ">=3.5.0,<4"
+distro = ">=1.7.0,<2"
+httpx = ">=0.23.0,<1"
+pydantic = ">=1.9.0,<3"
+tqdm = ">4"
+typing-extensions = ">=4.5,<5"
 
 [package.extras]
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-wandb = ["numpy", "openpyxl (>=3.0.7)", "pandas (>=1.2.3)", "pandas-stubs (>=1.1.0.11)", "wandb"]
+datalib = ["numpy (>=1)", "pandas (>=1.2.3)", "pandas-stubs (>=1.1.0.11)"]
 
 [[package]]
 name = "opencv-python"
@@ -2646,13 +2733,13 @@ files = [
 
 [[package]]
 name = "psycopg"
-version = "3.1.12"
+version = "3.1.13"
 description = "PostgreSQL database adapter for Python"
 optional = true
 python-versions = ">=3.7"
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 [package.dependencies]
@@ -2660,8 +2747,8 @@ typing-extensions = ">=4.1"
 tzdata = {version = "*", markers = "sys_platform == \"win32\""}
 
 [package.extras]
-binary = ["psycopg-binary (==3.1.12)"]
-c = ["psycopg-c (==3.1.12)"]
+binary = ["psycopg-binary (==3.1.13)"]
+c = ["psycopg-c (==3.1.13)"]
 dev = ["black (>=23.1.0)", "dnspython (>=2.1)", "flake8 (>=4.0)", "mypy (>=1.4.1)", "types-setuptools (>=57.4)", "wheel (>=0.37)"]
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 pool = ["psycopg-pool"]
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 ]
 
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+description = "Data validation using Python type hints"
+optional = false
+python-versions = ">=3.7"
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+[package.dependencies]
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+typing-extensions = ">=4.6.1"
+
+[package.extras]
+email = ["email-validator (>=2.0.0)"]
+
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+    {file = "scipy-1.11.4.tar.gz", hash = "sha256:90a2b78e7f5733b9de748f589f09225013685f9b218275257f8a8168ededaeaa"},
 ]
 
 [package.dependencies]
@@ -3939,6 +4163,17 @@ files = [
     {file = "smmap-5.0.1.tar.gz", hash = "sha256:dceeb6c0028fdb6734471eb07c0cd2aae706ccaecab45965ee83f11c8d3b1f62"},
 ]
 
+[[package]]
+name = "sniffio"
+version = "1.3.0"
+description = "Sniff out which async library your code is running under"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "sniffio-1.3.0-py3-none-any.whl", hash = "sha256:eecefdce1e5bbfb7ad2eeaabf7c1eeb404d7757c379bd1f7e5cce9d8bf425384"},
+    {file = "sniffio-1.3.0.tar.gz", hash = "sha256:e60305c5e5d314f5389259b7f22aaa33d8f7dee49763119234af3755c55b9101"},
+]
+
 [[package]]
 name = "soupsieve"
 version = "2.5"
@@ -4891,4 +5126,4 @@ unstructured-to-sql = ["psycopg", "tiktoken", "unstructured"]
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.10,<3.13"
-content-hash = "5f504f1a7df8b147ba59b846b4dc89c45cd3fe287fc3f01e4841f30d1c990a39"
+content-hash = "7f5f012415586cf58f76134b8dc840a950a8c85426da17f7640f1f707aee0339"
diff --git a/pyproject.toml b/pyproject.toml
index 01cdf8a..23bb6cb 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -31,7 +31,7 @@ classifiers = [
 [tool.poetry.dependencies]
 python = ">=3.10,<3.13"
 pathway = "=0.7.1"
-openai = ">=0.27.8,<0.29.0"
+openai = ">=1.2.4"
 requests = "^2.31.0"
 diskcache = "^5.6.1"
 streamlit = "^1.26.0"