diff --git a/patchwork/steps/SimplifiedLLM/SimplifiedLLM.py b/patchwork/steps/SimplifiedLLM/SimplifiedLLM.py
index a74f57409..f37dc9035 100644
--- a/patchwork/steps/SimplifiedLLM/SimplifiedLLM.py
+++ b/patchwork/steps/SimplifiedLLM/SimplifiedLLM.py
@@ -1,6 +1,8 @@
 import json
 from functools import partial
+
 from json_repair import repair_json
+
 from patchwork.common.client.llm.utils import example_json_to_schema
 from patchwork.common.utils.utils import RetryData, exclude_none_dict, retry
 from patchwork.logger import logger
@@ -13,7 +15,6 @@
 from patchwork.steps.SimplifiedLLM.typed import SimplifiedLLMInputs
 
 
-
 class SimplifiedLLM(Step):
     def __init__(self, inputs):
         super().__init__(inputs)
diff --git a/poetry.lock b/poetry.lock
index 03ec2b4db..e1b6fc95b 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.8.4 and should not be changed by hand.
 
 [[package]]
 name = "aiofiles"
@@ -872,13 +872,13 @@ cron = ["capturer (>=2.4)"]
 
 [[package]]
 name = "colorlog"
-version = "6.8.2"
+version = "6.9.0"
 description = "Add colours to the output of Python's logging module."
 optional = false
 python-versions = ">=3.6"
 files = [
-    {file = "colorlog-6.8.2-py3-none-any.whl", hash = "sha256:4dcbb62368e2800cb3c5abd348da7e53f6c362dda502ec27c560b2e58a66bd33"},
-    {file = "colorlog-6.8.2.tar.gz", hash = "sha256:3e3e079a41feb5a1b64f978b5ea4f46040a94f11f0e8bbb8261e3dbbeca64d44"},
+    {file = "colorlog-6.9.0-py3-none-any.whl", hash = "sha256:5906e71acd67cb07a71e779c47c4bcb45fb8c2993eebe9e5adcd6a6f1b283eff"},
+    {file = "colorlog-6.9.0.tar.gz", hash = "sha256:bfba54a1b93b94f54e1f4fe48395725a3d92fd2a4af702f6bd70946bdc0c6ac2"},
 ]
 
 [package.dependencies]
@@ -949,13 +949,13 @@ test-randomorder = ["pytest-randomly"]
 
 [[package]]
 name = "cvss"
-version = "3.2"
+version = "3.3"
 description = "CVSS2/3/4 library with interactive calculator for Python 2 and Python 3"
 optional = true
 python-versions = "*"
 files = [
-    {file = "cvss-3.2-py2.py3-none-any.whl", hash = "sha256:e2c2fbc8943c6df83d23c7ad74bb9c5e584c666a9455b013b598e292e5018469"},
-    {file = "cvss-3.2.tar.gz", hash = "sha256:5e8e0f95e9e6c9dec0c2ef38f14153b2c019cfcd2fd6e75b5ad7da80a110fa8b"},
+    {file = "cvss-3.3-py2.py3-none-any.whl", hash = "sha256:cc7326afc7585cc63d0a6ca74dab27d74aa2bc99f5f3d5d4bc4d94a3c22bc0a1"},
+    {file = "cvss-3.3.tar.gz", hash = "sha256:ae097183ee58b02262ab2291d27857ca3d0a7c4242b9b076c6bf537e6239fbc0"},
 ]
 
 [[package]]
@@ -1177,13 +1177,13 @@ test = ["pytest (>=6)"]
 
 [[package]]
 name = "face"
-version = "22.0.0"
+version = "24.0.0"
 description = "A command-line application framework (and CLI parser). Friendly for users, full-featured for developers."
 optional = true
 python-versions = "*"
 files = [
-    {file = "face-22.0.0-py3-none-any.whl", hash = "sha256:344fe31562d0f6f444a45982418f3793d4b14f9abb98ccca1509d22e0a3e7e35"},
-    {file = "face-22.0.0.tar.gz", hash = "sha256:d5d692f90bc8f5987b636e47e36384b9bbda499aaf0a77aa0b0bbe834c76923d"},
+    {file = "face-24.0.0-py3-none-any.whl", hash = "sha256:0e2c17b426fa4639a4e77d1de9580f74a98f4869ba4c7c8c175b810611622cd3"},
+    {file = "face-24.0.0.tar.gz", hash = "sha256:611e29a01ac5970f0077f9c577e746d48c082588b411b33a0dd55c4d872949f6"},
 ]
 
 [package.dependencies]
@@ -1191,13 +1191,13 @@ boltons = ">=20.0.0"
 
 [[package]]
 name = "fastapi"
-version = "0.115.3"
+version = "0.115.4"
 description = "FastAPI framework, high performance, easy to learn, fast to code, ready for production"
 optional = true
 python-versions = ">=3.8"
 files = [
-    {file = "fastapi-0.115.3-py3-none-any.whl", hash = "sha256:8035e8f9a2b0aa89cea03b6c77721178ed5358e1aea4cd8570d9466895c0638c"},
-    {file = "fastapi-0.115.3.tar.gz", hash = "sha256:c091c6a35599c036d676fa24bd4a6e19fa30058d93d950216cdc672881f6f7db"},
+    {file = "fastapi-0.115.4-py3-none-any.whl", hash = "sha256:0b504a063ffb3cf96a5e27dc1bc32c80ca743a2528574f9cdc77daa2d31b4742"},
+    {file = "fastapi-0.115.4.tar.gz", hash = "sha256:db653475586b091cb8b2fec2ac54a680ac6a158e07406e1abae31679e8826349"},
 ]
 
 [package.dependencies]
@@ -1275,88 +1275,103 @@ files = [
 
 [[package]]
 name = "frozenlist"
-version = "1.4.1"
+version = "1.5.0"
 description = "A list-like structure which implements collections.abc.MutableSequence"
 optional = false
 python-versions = ">=3.8"
 files = [
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 [[package]]
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 [[package]]
 name = "google-api-core"
-version = "2.21.0"
+version = "2.22.0"
 description = "Google API client core library"
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 python-versions = ">=3.7"
 files = [
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 [package.dependencies]
@@ -1502,7 +1517,10 @@ grpcio-status = [
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 [[package]]
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-version = "2.149.0"
+version = "2.151.0"
 description = "Google API Client Library for Python"
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 [package.extras]
-protobuf = ["grpcio-tools (>=1.67.0)"]
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 [[package]]
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 [[package]]
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+python-versions = ">=3.8"
+files = [
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 version = "4.23.0"
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 [package.dependencies]
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 description = "The official Python library for the openai API"
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 [package.dependencies]
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 description = "Beautiful, Pythonic protocol buffers."
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 python-versions = ">=3.7"
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 [package.dependencies]
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 [[package]]
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 [package.extras]
@@ -5043,114 +5071,114 @@ jupyter = ["ipywidgets (>=7.5.1,<9)"]
 
 [[package]]
 name = "rpds-py"
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+    {file = "setuptools-75.3.0.tar.gz", hash = "sha256:fba5dd4d766e97be1b1681d98712680ae8f2f26d7881245f2ce9e40714f1a686"},
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 [package.extras]
 check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)", "ruff (>=0.5.2)"]
-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)"]
+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 (>=4.2.2)", "tomli (>=2.0.1)", "wheel (>=0.43.0)"]
 cover = ["pytest-cov"]
 doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "pygments-github-lexers (==0.0.5)", "pyproject-hooks (!=1.1)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-favicon", "sphinx-inline-tabs", "sphinx-lint", "sphinx-notfound-page (>=1,<2)", "sphinx-reredirects", "sphinxcontrib-towncrier", "towncrier (<24.7)"]
 enabler = ["pytest-enabler (>=2.2)"]
-test = ["build[virtualenv] (>=1.0.3)", "filelock (>=3.4.0)", "ini2toml[lite] (>=0.14)", "jaraco.develop (>=7.21)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "jaraco.test", "packaging (>=23.2)", "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 (==1.11.*)", "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 (>=23.2)", "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.*)", "pytest-mypy"]
 
 [[package]]
 name = "shellingham"
@@ -5663,13 +5691,13 @@ files = [
 
 [[package]]
 name = "starlette"
-version = "0.41.0"
+version = "0.41.2"
 description = "The little ASGI library that shines."
 optional = true
 python-versions = ">=3.8"
 files = [
-    {file = "starlette-0.41.0-py3-none-any.whl", hash = "sha256:a0193a3c413ebc9c78bff1c3546a45bb8c8bcb4a84cae8747d650a65bd37210a"},
-    {file = "starlette-0.41.0.tar.gz", hash = "sha256:39cbd8768b107d68bfe1ff1672b38a2c38b49777de46d2a592841d58e3bf7c2a"},
+    {file = "starlette-0.41.2-py3-none-any.whl", hash = "sha256:fbc189474b4731cf30fcef52f18a8d070e3f3b46c6a04c97579e85e6ffca942d"},
+    {file = "starlette-0.41.2.tar.gz", hash = "sha256:9834fd799d1a87fd346deb76158668cfa0b0d56f85caefe8268e2d97c3468b62"},
 ]
 
 [package.dependencies]
@@ -6008,13 +6036,13 @@ optree = ["optree (>=0.11.0)"]
 
 [[package]]
 name = "tqdm"
-version = "4.66.5"
+version = "4.66.6"
 description = "Fast, Extensible Progress Meter"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "tqdm-4.66.5-py3-none-any.whl", hash = "sha256:90279a3770753eafc9194a0364852159802111925aa30eb3f9d85b0e805ac7cd"},
-    {file = "tqdm-4.66.5.tar.gz", hash = "sha256:e1020aef2e5096702d8a025ac7d16b1577279c9d63f8375b63083e9a5f0fcbad"},
+    {file = "tqdm-4.66.6-py3-none-any.whl", hash = "sha256:223e8b5359c2efc4b30555531f09e9f2f3589bcd7fdd389271191031b49b7a63"},
+    {file = "tqdm-4.66.6.tar.gz", hash = "sha256:4bdd694238bef1485ce839d67967ab50af8f9272aab687c0d7702a01da0be090"},
 ]
 
 [package.dependencies]
@@ -6028,13 +6056,13 @@ telegram = ["requests"]
 
 [[package]]
 name = "transformers"
-version = "4.45.2"
+version = "4.46.1"
 description = "State-of-the-art Machine Learning for JAX, PyTorch and TensorFlow"
 optional = true
 python-versions = ">=3.8.0"
 files = [
-    {file = "transformers-4.45.2-py3-none-any.whl", hash = "sha256:c551b33660cfc815bae1f9f097ecfd1e65be623f13c6ee0dda372bd881460210"},
-    {file = "transformers-4.45.2.tar.gz", hash = "sha256:72bc390f6b203892561f05f86bbfaa0e234aab8e927a83e62b9d92ea7e3ae101"},
+    {file = "transformers-4.46.1-py3-none-any.whl", hash = "sha256:f77b251a648fd32e3d14b5e7e27c913b7c29154940f519e4c8c3aa6061df0f05"},
+    {file = "transformers-4.46.1.tar.gz", hash = "sha256:16d79927d772edaf218820a96f9254e2211f9cd7fb3c308562d2d636c964a68c"},
 ]
 
 [package.dependencies]
@@ -6052,13 +6080,13 @@ tqdm = ">=4.27"
 [package.extras]
 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)", "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,<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"]
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 audio = ["kenlm", "librosa", "phonemizer", "pyctcdecode (>=0.4.0)"]
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@@ -6092,7 +6120,7 @@ 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)", "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)", "decord (==0.6.0)"]
+video = ["av (==9.2.0)"]
 vision = ["Pillow (>=10.0.1,<=15.0)"]
 
 [[package]]
@@ -6419,13 +6447,13 @@ test = ["aiohttp (>=3.10.5)", "flake8 (>=5.0,<6.0)", "mypy (>=0.800)", "psutil",
 
 [[package]]
 name = "virtualenv"
-version = "20.27.0"
+version = "20.27.1"
 description = "Virtual Python Environment builder"
 optional = false
 python-versions = ">=3.8"
 files = [
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+    {file = "virtualenv-20.27.1-py3-none-any.whl", hash = "sha256:f11f1b8a29525562925f745563bfd48b189450f61fb34c4f9cc79dd5aa32a1f4"},
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 ]
 
 [package.dependencies]
@@ -6670,13 +6698,13 @@ files = [
 
 [[package]]
 name = "werkzeug"
-version = "3.0.4"
+version = "3.1.1"
 description = "The comprehensive WSGI web application library."
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 files = [
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+    {file = "werkzeug-3.1.1-py3-none-any.whl", hash = "sha256:a71124d1ef06008baafa3d266c02f56e1836a5984afd6dd6c9230669d60d9fb5"},
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 ]
 
 [package.dependencies]
@@ -6985,93 +7013,93 @@ files = [
 
 [[package]]
 name = "yarl"
-version = "1.16.0"
+version = "1.17.1"
 description = "Yet another URL library"
 optional = false
 python-versions = ">=3.9"
 files = [
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 ]
 
 [package.dependencies]
@@ -7107,4 +7135,4 @@ security = ["owasp-depscan", "semgrep"]
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.9"
-content-hash = "7fca42e7e45f6745d88f824c1732f04f960c4b203206478da64525d4c4d45ede"
+content-hash = "457366000ea29aec7749266aedeee47ab32bba160ba3c11a226f8fb41bea764d"
diff --git a/pyproject.toml b/pyproject.toml
index 6222af3c6..8185ee652 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -46,6 +46,7 @@ rich = "~13.7.1"
 chevron = "~0.14.0"
 giturlparse = "~0.12.0"
 scikit-learn = "^1.3.2"
+json-repair = "~0.30.0"
 # pinning transitive dependencies
 tree-sitter = "~0.21.3"
 numpy = [