diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 26bf2f5..5032a0e 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -52,7 +52,7 @@ repos:
     rev: 24.2.0
     hooks:
       - id: black
-        args: [--config=pyproject.toml, -l 120]
+        args: [--config=pyproject.toml, -l 88]
         language: system
         exclude: |
           (?x)^(
@@ -62,7 +62,7 @@ repos:
     rev: 7.0.0
     hooks:
       - id: flake8
-        args: [--max-line-length=120]
+        args: [--max-line-length=88]
         exclude: |
           (?x)^(
               .*migrations/.*\.py|
diff --git a/README.md b/README.md
index 774633c..77f56a7 100644
--- a/README.md
+++ b/README.md
@@ -38,6 +38,7 @@ try:
         api_key=os.getenv("UNSTRACT_API_DEPLOYMENT_KEY"),
         api_timeout=10,
         logging_level="DEBUG",
+        include_metadata=False # optional
     )
     # Replace files with pdfs
     response = adc.structure_file(
@@ -58,6 +59,12 @@ except APIDeploymentsClientException as e:
     print(e)
 ```
 
+## Parameter Details
+
+`api_timeout`: Set a timeout for API requests, e.g., `api_timeout=10`.
+`logging_level`: Set logging verbosity (e.g., "`DEBUG`").
+`include_metadata`: If set to `True`, the response will include additional metadata (cost, tokens consumed and context) for each call made by the Prompt Studio exported tool.
+
 
 ## Questions and Feedback
 
diff --git a/pdm.lock b/pdm.lock
index 973dc1d..5606b7b 100644
--- a/pdm.lock
+++ b/pdm.lock
@@ -3,15 +3,16 @@
 
 [metadata]
 groups = ["default", "lint", "test"]
-strategy = ["cross_platform"]
-lock_version = "4.4"
-content_hash = "sha256:a5c323ef2d5c1c6a9845f4fdf051902d8df96f91a63837bdc00e1706b3591461"
+strategy = ["cross_platform", "inherit_metadata"]
+lock_version = "4.4.2"
+content_hash = "sha256:ff54b2fe855993d3a587610e34712c32f47bf000a90b379714a9e1634606779a"
 
 [[package]]
 name = "autopep8"
 version = "2.0.4"
 requires_python = ">=3.6"
 summary = "A tool that automatically formats Python code to conform to the PEP 8 style guide"
+groups = ["lint"]
 dependencies = [
     "pycodestyle>=2.10.0",
 ]
@@ -25,6 +26,7 @@ name = "black"
 version = "23.3.0"
 requires_python = ">=3.7"
 summary = "The uncompromising code formatter."
+groups = ["lint"]
 dependencies = [
     "click>=8.0.0",
     "mypy-extensions>=0.4.3",
@@ -44,12 +46,13 @@ files = [
 
 [[package]]
 name = "certifi"
-version = "2024.6.2"
+version = "2024.8.30"
 requires_python = ">=3.6"
 summary = "Python package for providing Mozilla's CA Bundle."
+groups = ["default"]
 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-2024.8.30-py3-none-any.whl", hash = "sha256:922820b53db7a7257ffbda3f597266d435245903d80737e34f8a45ff3e3230d8"},
+    {file = "certifi-2024.8.30.tar.gz", hash = "sha256:bec941d2aa8195e248a60b31ff9f0558284cf01a52591ceda73ea9afffd69fd9"},
 ]
 
 [[package]]
@@ -57,6 +60,7 @@ name = "cfgv"
 version = "3.4.0"
 requires_python = ">=3.8"
 summary = "Validate configuration and produce human readable error messages."
+groups = ["lint"]
 files = [
     {file = "cfgv-3.4.0-py2.py3-none-any.whl", hash = "sha256:b7265b1f29fd3316bfcd2b330d63d024f2bfd8bcb8b0272f8e19a504856c48f9"},
     {file = "cfgv-3.4.0.tar.gz", hash = "sha256:e52591d4c5f5dead8e0f673fb16db7949d2cfb3f7da4582893288f0ded8fe560"},
@@ -67,6 +71,7 @@ name = "chardet"
 version = "5.2.0"
 requires_python = ">=3.7"
 summary = "Universal encoding detector for Python 3"
+groups = ["test"]
 files = [
     {file = "chardet-5.2.0-py3-none-any.whl", hash = "sha256:e1cf59446890a00105fe7b7912492ea04b6e6f06d4b742b2c788469e34c82970"},
     {file = "chardet-5.2.0.tar.gz", hash = "sha256:1b3b6ff479a8c414bc3fa2c0852995695c4a026dcd6d0633b2dd092ca39c1cf7"},
@@ -74,42 +79,58 @@ files = [
 
 [[package]]
 name = "charset-normalizer"
-version = "3.3.2"
+version = "3.4.0"
 requires_python = ">=3.7.0"
 summary = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
-files = [
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-    {file = "charset_normalizer-3.3.2-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:802fe99cca7457642125a8a88a084cef28ff0cf9407060f7b93dca5aa25480db"},
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+groups = ["default"]
+files = [
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 [[package]]
@@ -204,6 +270,7 @@ name = "dataproperty"
 version = "1.0.1"
 requires_python = ">=3.7"
 summary = "Python library for extract property from data."
+groups = ["test"]
 dependencies = [
     "mbstrdecoder<2,>=1.0.0",
     "typepy[datetime]<2,>=1.2.0",
@@ -215,11 +282,12 @@ files = [
 
 [[package]]
 name = "distlib"
-version = "0.3.8"
+version = "0.3.9"
 summary = "Distribution utilities"
+groups = ["lint"]
 files = [
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 ]
 
 [[package]]
@@ -227,6 +295,7 @@ name = "docutils"
 version = "0.20.1"
 requires_python = ">=3.7"
 summary = "Docutils -- Python Documentation Utilities"
+groups = ["lint"]
 files = [
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@@ -234,12 +303,13 @@ files = [
 
 [[package]]
 name = "filelock"
-version = "3.15.4"
+version = "3.16.1"
 requires_python = ">=3.8"
 summary = "A platform independent file lock."
+groups = ["lint"]
 files = [
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 ]
 
 [[package]]
@@ -247,6 +317,7 @@ name = "flake8"
 version = "6.0.0"
 requires_python = ">=3.8.1"
 summary = "the modular source code checker: pep8 pyflakes and co"
+groups = ["lint"]
 dependencies = [
     "mccabe<0.8.0,>=0.7.0",
     "pycodestyle<2.11.0,>=2.10.0",
@@ -262,6 +333,7 @@ name = "flake8-pyproject"
 version = "1.2.3"
 requires_python = ">= 3.6"
 summary = "Flake8 plug-in loading the configuration from pyproject.toml"
+groups = ["lint"]
 dependencies = [
     "Flake8>=5",
 ]
@@ -271,22 +343,24 @@ files = [
 
 [[package]]
 name = "identify"
-version = "2.5.36"
+version = "2.6.1"
 requires_python = ">=3.8"
 summary = "File identification library for Python"
+groups = ["lint"]
 files = [
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+    {file = "identify-2.6.1.tar.gz", hash = "sha256:91478c5fb7c3aac5ff7bf9b4344f803843dc586832d5f110d672b19aa1984c98"},
 ]
 
 [[package]]
 name = "idna"
-version = "3.7"
-requires_python = ">=3.5"
+version = "3.10"
+requires_python = ">=3.6"
 summary = "Internationalized Domain Names in Applications (IDNA)"
+groups = ["default"]
 files = [
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+    {file = "idna-3.10.tar.gz", hash = "sha256:12f65c9b470abda6dc35cf8e63cc574b1c52b11df2c86030af0ac09b01b13ea9"},
 ]
 
 [[package]]
@@ -294,6 +368,7 @@ name = "iniconfig"
 version = "2.0.0"
 requires_python = ">=3.7"
 summary = "brain-dead simple config-ini parsing"
+groups = ["test"]
 files = [
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@@ -304,6 +379,7 @@ name = "isort"
 version = "5.12.0"
 requires_python = ">=3.8.0"
 summary = "A Python utility / library to sort Python imports."
+groups = ["lint"]
 files = [
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@@ -314,6 +390,7 @@ name = "mbstrdecoder"
 version = "1.1.3"
 requires_python = ">=3.7"
 summary = "mbstrdecoder is a Python library for multi-byte character string decoder"
+groups = ["test"]
 dependencies = [
     "chardet<6,>=3.0.4",
 ]
@@ -327,6 +404,7 @@ name = "mccabe"
 version = "0.7.0"
 requires_python = ">=3.6"
 summary = "McCabe checker, plugin for flake8"
+groups = ["lint"]
 files = [
     {file = "mccabe-0.7.0-py2.py3-none-any.whl", hash = "sha256:6c2d30ab6be0e4a46919781807b4f0d834ebdd6c6e3dca0bda5a15f863427b6e"},
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@@ -337,6 +415,7 @@ name = "mypy"
 version = "1.10.1"
 requires_python = ">=3.8"
 summary = "Optional static typing for Python"
+groups = ["lint"]
 dependencies = [
     "mypy-extensions>=1.0.0",
     "typing-extensions>=4.1.0",
@@ -361,6 +440,7 @@ name = "mypy-extensions"
 version = "1.0.0"
 requires_python = ">=3.5"
 summary = "Type system extensions for programs checked with the mypy type checker."
+groups = ["lint"]
 files = [
     {file = "mypy_extensions-1.0.0-py3-none-any.whl", hash = "sha256:4392f6c0eb8a5668a69e23d168ffa70f0be9ccfd32b5cc2d26a34ae5b844552d"},
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@@ -371,6 +451,7 @@ name = "nodeenv"
 version = "1.9.1"
 requires_python = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
 summary = "Node.js virtual environment builder"
+groups = ["lint"]
 files = [
     {file = "nodeenv-1.9.1-py2.py3-none-any.whl", hash = "sha256:ba11c9782d29c27c70ffbdda2d7415098754709be8a7056d79a737cd901155c9"},
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@@ -381,6 +462,7 @@ name = "packaging"
 version = "24.1"
 requires_python = ">=3.8"
 summary = "Core utilities for Python packages"
+groups = ["lint", "test"]
 files = [
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     {file = "packaging-24.1.tar.gz", hash = "sha256:026ed72c8ed3fcce5bf8950572258698927fd1dbda10a5e981cdf0ac37f4f002"},
@@ -391,6 +473,7 @@ name = "pathspec"
 version = "0.12.1"
 requires_python = ">=3.8"
 summary = "Utility library for gitignore style pattern matching of file paths."
+groups = ["lint"]
 files = [
     {file = "pathspec-0.12.1-py3-none-any.whl", hash = "sha256:a0d503e138a4c123b27490a4f7beda6a01c6f288df0e4a8b79c7eb0dc7b4cc08"},
     {file = "pathspec-0.12.1.tar.gz", hash = "sha256:a482d51503a1ab33b1c67a6c3813a26953dbdc71c31dacaef9a838c4e29f5712"},
@@ -398,22 +481,24 @@ files = [
 
 [[package]]
 name = "pathvalidate"
-version = "3.2.0"
+version = "3.2.1"
 requires_python = ">=3.7"
 summary = "pathvalidate is a Python library to sanitize/validate a string such as filenames/file-paths/etc."
+groups = ["test"]
 files = [
-    {file = "pathvalidate-3.2.0-py3-none-any.whl", hash = "sha256:cc593caa6299b22b37f228148257997e2fa850eea2daf7e4cc9205cef6908dee"},
-    {file = "pathvalidate-3.2.0.tar.gz", hash = "sha256:5e8378cf6712bff67fbe7a8307d99fa8c1a0cb28aa477056f8fc374f0dff24ad"},
+    {file = "pathvalidate-3.2.1-py3-none-any.whl", hash = "sha256:9a6255eb8f63c9e2135b9be97a5ce08f10230128c4ae7b3e935378b82b22c4c9"},
+    {file = "pathvalidate-3.2.1.tar.gz", hash = "sha256:f5d07b1e2374187040612a1fcd2bcb2919f8db180df254c9581bb90bf903377d"},
 ]
 
 [[package]]
 name = "platformdirs"
-version = "4.2.2"
+version = "4.3.6"
 requires_python = ">=3.8"
 summary = "A small Python package for determining appropriate platform-specific dirs, e.g. a `user data dir`."
+groups = ["lint"]
 files = [
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+    {file = "platformdirs-4.3.6-py3-none-any.whl", hash = "sha256:73e575e1408ab8103900836b97580d5307456908a03e92031bab39e4554cc3fb"},
+    {file = "platformdirs-4.3.6.tar.gz", hash = "sha256:357fb2acbc885b0419afd3ce3ed34564c13c9b95c89360cd9563f73aa5e2b907"},
 ]
 
 [[package]]
@@ -421,6 +506,7 @@ name = "pluggy"
 version = "1.5.0"
 requires_python = ">=3.8"
 summary = "plugin and hook calling mechanisms for python"
+groups = ["test"]
 files = [
     {file = "pluggy-1.5.0-py3-none-any.whl", hash = "sha256:44e1ad92c8ca002de6377e165f3e0f1be63266ab4d554740532335b9d75ea669"},
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@@ -431,6 +517,7 @@ name = "pre-commit"
 version = "3.3.3"
 requires_python = ">=3.8"
 summary = "A framework for managing and maintaining multi-language pre-commit hooks."
+groups = ["lint"]
 dependencies = [
     "cfgv>=2.0.0",
     "identify>=1.0.0",
@@ -448,6 +535,7 @@ name = "pycodestyle"
 version = "2.10.0"
 requires_python = ">=3.6"
 summary = "Python style guide checker"
+groups = ["lint"]
 files = [
     {file = "pycodestyle-2.10.0-py2.py3-none-any.whl", hash = "sha256:8a4eaf0d0495c7395bdab3589ac2db602797d76207242c17d470186815706610"},
     {file = "pycodestyle-2.10.0.tar.gz", hash = "sha256:347187bdb476329d98f695c213d7295a846d1152ff4fe9bacb8a9590b8ee7053"},
@@ -458,6 +546,7 @@ name = "pyflakes"
 version = "3.0.1"
 requires_python = ">=3.6"
 summary = "passive checker of Python programs"
+groups = ["lint"]
 files = [
     {file = "pyflakes-3.0.1-py2.py3-none-any.whl", hash = "sha256:ec55bf7fe21fff7f1ad2f7da62363d749e2a470500eab1b555334b67aa1ef8cf"},
     {file = "pyflakes-3.0.1.tar.gz", hash = "sha256:ec8b276a6b60bd80defed25add7e439881c19e64850afd9b346283d4165fd0fd"},
@@ -468,6 +557,7 @@ name = "pytablewriter"
 version = "1.2.0"
 requires_python = ">=3.7"
 summary = "pytablewriter is a Python library to write a table in various formats: AsciiDoc / CSV / Elasticsearch / HTML / JavaScript / JSON / LaTeX / LDJSON / LTSV / Markdown / MediaWiki / NumPy / Excel / Pandas / Python / reStructuredText / SQLite / TOML / TSV / YAML."
+groups = ["test"]
 dependencies = [
     "DataProperty<2,>=1.0.1",
     "mbstrdecoder<2,>=1.0.0",
@@ -484,38 +574,41 @@ files = [
 
 [[package]]
 name = "pytest"
-version = "8.2.2"
+version = "8.3.3"
 requires_python = ">=3.8"
 summary = "pytest: simple powerful testing with Python"
+groups = ["test"]
 dependencies = [
     "colorama; sys_platform == \"win32\"",
     "iniconfig",
     "packaging",
-    "pluggy<2.0,>=1.5",
+    "pluggy<2,>=1.5",
 ]
 files = [
-    {file = "pytest-8.2.2-py3-none-any.whl", hash = "sha256:c434598117762e2bd304e526244f67bf66bbd7b5d6cf22138be51ff661980343"},
-    {file = "pytest-8.2.2.tar.gz", hash = "sha256:de4bb8104e201939ccdc688b27a89a7be2079b22e2bd2b07f806b6ba71117977"},
+    {file = "pytest-8.3.3-py3-none-any.whl", hash = "sha256:a6853c7375b2663155079443d2e45de913a911a11d669df02a50814944db57b2"},
+    {file = "pytest-8.3.3.tar.gz", hash = "sha256:70b98107bd648308a7952b06e6ca9a50bc660be218d53c257cc1fc94fda10181"},
 ]
 
 [[package]]
 name = "pytest-cov"
-version = "5.0.0"
-requires_python = ">=3.8"
+version = "6.0.0"
+requires_python = ">=3.9"
 summary = "Pytest plugin for measuring coverage."
+groups = ["test"]
 dependencies = [
-    "coverage[toml]>=5.2.1",
+    "coverage[toml]>=7.5",
     "pytest>=4.6",
 ]
 files = [
-    {file = "pytest-cov-5.0.0.tar.gz", hash = "sha256:5837b58e9f6ebd335b0f8060eecce69b662415b16dc503883a02f45dfeb14857"},
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+    {file = "pytest-cov-6.0.0.tar.gz", hash = "sha256:fde0b595ca248bb8e2d76f020b465f3b107c9632e6a1d1705f17834c89dcadc0"},
+    {file = "pytest_cov-6.0.0-py3-none-any.whl", hash = "sha256:eee6f1b9e61008bd34975a4d5bab25801eb31898b032dd55addc93e96fcaaa35"},
 ]
 
 [[package]]
 name = "pytest-dotenv"
 version = "0.5.2"
 summary = "A py.test plugin that parses environment files before running tests"
+groups = ["test"]
 dependencies = [
     "pytest>=5.0.0",
     "python-dotenv>=0.9.1",
@@ -530,6 +623,7 @@ name = "pytest-md-report"
 version = "0.6.2"
 requires_python = ">=3.7"
 summary = "A pytest plugin to generate test outcomes reports with markdown table format."
+groups = ["test"]
 dependencies = [
     "pytablewriter<2,>=1.2.0",
     "pytest!=6.0.0,<9,>=3.3.2",
@@ -546,6 +640,7 @@ name = "pytest-mock"
 version = "3.14.0"
 requires_python = ">=3.8"
 summary = "Thin-wrapper around the mock package for easier use with pytest"
+groups = ["test"]
 dependencies = [
     "pytest>=6.2.5",
 ]
@@ -559,6 +654,7 @@ name = "python-dateutil"
 version = "2.9.0.post0"
 requires_python = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
 summary = "Extensions to the standard Python datetime module"
+groups = ["test"]
 dependencies = [
     "six>=1.5",
 ]
@@ -572,6 +668,7 @@ name = "python-dotenv"
 version = "1.0.1"
 requires_python = ">=3.8"
 summary = "Read key-value pairs from a .env file and set them as environment variables"
+groups = ["test"]
 files = [
     {file = "python-dotenv-1.0.1.tar.gz", hash = "sha256:e324ee90a023d808f1959c46bcbc04446a10ced277783dc6ee09987c37ec10ca"},
     {file = "python_dotenv-1.0.1-py3-none-any.whl", hash = "sha256:f7b63ef50f1b690dddf550d03497b66d609393b40b564ed0d674909a68ebf16a"},
@@ -579,35 +676,49 @@ files = [
 
 [[package]]
 name = "pytz"
-version = "2024.1"
+version = "2024.2"
 summary = "World timezone definitions, modern and historical"
+groups = ["test"]
 files = [
-    {file = "pytz-2024.1-py2.py3-none-any.whl", hash = "sha256:328171f4e3623139da4983451950b28e95ac706e13f3f2630a879749e7a8b319"},
-    {file = "pytz-2024.1.tar.gz", hash = "sha256:2a29735ea9c18baf14b448846bde5a48030ed267578472d8955cd0e7443a9812"},
+    {file = "pytz-2024.2-py2.py3-none-any.whl", hash = "sha256:31c7c1817eb7fae7ca4b8c7ee50c72f93aa2dd863de768e1ef4245d426aa0725"},
+    {file = "pytz-2024.2.tar.gz", hash = "sha256:2aa355083c50a0f93fa581709deac0c9ad65cca8a9e9beac660adcbd493c798a"},
 ]
 
 [[package]]
 name = "pyyaml"
-version = "6.0.1"
-requires_python = ">=3.6"
+version = "6.0.2"
+requires_python = ">=3.8"
 summary = "YAML parser and emitter for Python"
-files = [
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 ]
 
 [[package]]
@@ -615,6 +726,7 @@ name = "requests"
 version = "2.32.3"
 requires_python = ">=3.8"
 summary = "Python HTTP for Humans."
+groups = ["default"]
 dependencies = [
     "certifi>=2017.4.17",
     "charset-normalizer<4,>=2",
@@ -628,12 +740,13 @@ files = [
 
 [[package]]
 name = "setuptools"
-version = "70.1.0"
+version = "75.3.0"
 requires_python = ">=3.8"
 summary = "Easily download, build, install, upgrade, and uninstall Python packages"
+groups = ["test"]
 files = [
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-    {file = "setuptools-70.1.0.tar.gz", hash = "sha256:01a1e793faa5bd89abc851fa15d0a0db26f160890c7102cd8dce643e886b47f5"},
+    {file = "setuptools-75.3.0-py3-none-any.whl", hash = "sha256:f2504966861356aa38616760c0f66568e535562374995367b4e69c7143cf6bcd"},
+    {file = "setuptools-75.3.0.tar.gz", hash = "sha256:fba5dd4d766e97be1b1681d98712680ae8f2f26d7881245f2ce9e40714f1a686"},
 ]
 
 [[package]]
@@ -641,6 +754,7 @@ name = "six"
 version = "1.16.0"
 requires_python = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*"
 summary = "Python 2 and 3 compatibility utilities"
+groups = ["test"]
 files = [
     {file = "six-1.16.0-py2.py3-none-any.whl", hash = "sha256:8abb2f1d86890a2dfb989f9a77cfcfd3e47c2a354b01111771326f8aa26e0254"},
     {file = "six-1.16.0.tar.gz", hash = "sha256:1e61c37477a1626458e36f7b1d82aa5c9b094fa4802892072e49de9c60c4c926"},
@@ -651,6 +765,7 @@ name = "tabledata"
 version = "1.3.3"
 requires_python = ">=3.7"
 summary = "tabledata is a Python library to represent tabular data. Used for pytablewriter/pytablereader/SimpleSQLite/etc."
+groups = ["test"]
 dependencies = [
     "DataProperty<2,>=1.0.1",
     "typepy<2,>=1.2.0",
@@ -665,6 +780,7 @@ name = "tcolorpy"
 version = "0.1.6"
 requires_python = ">=3.7"
 summary = "tcolopy is a Python library to apply true color for terminal text."
+groups = ["test"]
 files = [
     {file = "tcolorpy-0.1.6-py3-none-any.whl", hash = "sha256:8c15cb3167f30b0a433d72297e9d68667c825bd9e2af41c8dd7dfbd3d7f7e207"},
     {file = "tcolorpy-0.1.6.tar.gz", hash = "sha256:8cea0bf5f8cf03f77528a9acfbf312df935573892ba5ea3b2516e61fa54de9a5"},
@@ -675,6 +791,7 @@ name = "typepy"
 version = "1.3.2"
 requires_python = ">=3.7"
 summary = "typepy is a Python library for variable type checker/validator/converter at a run time."
+groups = ["test"]
 dependencies = [
     "mbstrdecoder<2,>=1.0.0",
 ]
@@ -689,6 +806,7 @@ version = "1.3.2"
 extras = ["datetime"]
 requires_python = ">=3.7"
 summary = "typepy is a Python library for variable type checker/validator/converter at a run time."
+groups = ["test"]
 dependencies = [
     "packaging",
     "python-dateutil<3.0.0,>=2.8.0",
@@ -705,6 +823,7 @@ name = "typing-extensions"
 version = "4.12.2"
 requires_python = ">=3.8"
 summary = "Backported and Experimental Type Hints for Python 3.8+"
+groups = ["lint"]
 files = [
     {file = "typing_extensions-4.12.2-py3-none-any.whl", hash = "sha256:04e5ca0351e0f3f85c6853954072df659d0d13fac324d0072316b67d7794700d"},
     {file = "typing_extensions-4.12.2.tar.gz", hash = "sha256:1a7ead55c7e559dd4dee8856e3a88b41225abfe1ce8df57b7c13915fe121ffb8"},
@@ -712,27 +831,29 @@ files = [
 
 [[package]]
 name = "urllib3"
-version = "2.2.2"
+version = "2.2.3"
 requires_python = ">=3.8"
 summary = "HTTP library with thread-safe connection pooling, file post, and more."
+groups = ["default"]
 files = [
-    {file = "urllib3-2.2.2-py3-none-any.whl", hash = "sha256:a448b2f64d686155468037e1ace9f2d2199776e17f0a46610480d311f73e3472"},
-    {file = "urllib3-2.2.2.tar.gz", hash = "sha256:dd505485549a7a552833da5e6063639d0d177c04f23bc3864e41e5dc5f612168"},
+    {file = "urllib3-2.2.3-py3-none-any.whl", hash = "sha256:ca899ca043dcb1bafa3e262d73aa25c465bfb49e0bd9dd5d59f1d0acba2f8fac"},
+    {file = "urllib3-2.2.3.tar.gz", hash = "sha256:e7d814a81dad81e6caf2ec9fdedb284ecc9c73076b62654547cc64ccdcae26e9"},
 ]
 
 [[package]]
 name = "virtualenv"
-version = "20.26.3"
-requires_python = ">=3.7"
+version = "20.27.1"
+requires_python = ">=3.8"
 summary = "Virtual Python Environment builder"
+groups = ["lint"]
 dependencies = [
     "distlib<1,>=0.3.7",
     "filelock<4,>=3.12.2",
     "platformdirs<5,>=3.9.1",
 ]
 files = [
-    {file = "virtualenv-20.26.3-py3-none-any.whl", hash = "sha256:8cc4a31139e796e9a7de2cd5cf2489de1217193116a8fd42328f1bd65f434589"},
-    {file = "virtualenv-20.26.3.tar.gz", hash = "sha256:4c43a2a236279d9ea36a0d76f98d84bd6ca94ac4e0f4a3b9d46d05e10fea542a"},
+    {file = "virtualenv-20.27.1-py3-none-any.whl", hash = "sha256:f11f1b8a29525562925f745563bfd48b189450f61fb34c4f9cc79dd5aa32a1f4"},
+    {file = "virtualenv-20.27.1.tar.gz", hash = "sha256:142c6be10212543b32c6c45d3d3893dff89112cc588b7d0879ae5a1ec03a47ba"},
 ]
 
 [[package]]
@@ -740,6 +861,7 @@ name = "yamllint"
 version = "1.35.1"
 requires_python = ">=3.8"
 summary = "A linter for YAML files."
+groups = ["lint"]
 dependencies = [
     "pathspec>=0.5.3",
     "pyyaml",
diff --git a/pyproject.toml b/pyproject.toml
index e1a7e9e..6b0151f 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -49,7 +49,7 @@ source = "file"
 path = "src/unstract/api_deployments/__init__.py"
 
 [tool.isort]
-line_length = 120
+line_length = 88
 multi_line_output = 3
 include_trailing_comma = true
 force_grid_wrap = 0
@@ -58,7 +58,7 @@ ensure_newline_before_comments = true
 profile = "black"
 
 [tool.flake8]
-max-line-length = 120
+max-line-length = 88
 
 [tool.pdm.build]
 includes = ["src"]
diff --git a/src/unstract/api_deployments/client.py b/src/unstract/api_deployments/client.py
index e02198c..1536b89 100644
--- a/src/unstract/api_deployments/client.py
+++ b/src/unstract/api_deployments/client.py
@@ -1,25 +1,25 @@
-"""
-This module provides an API client to invoke APIs deployed on the Unstract platform.
+"""This module provides an API client to invoke APIs deployed on the Unstract
+platform.
 
 Classes:
     APIDeploymentsClient: A class to invoke APIs deployed on the Unstract platform.
-    APIDeploymentsClientException: A class to handle exceptions raised by the APIDeploymentsClient class.
+    APIDeploymentsClientException: A class to handle exceptions raised by the
+        APIDeploymentsClient class.
 """
 
 import logging
 import ntpath
 import os
-from urllib.parse import parse_qs, urlparse
+from urllib.parse import urlparse
 
 import requests
+from requests.exceptions import JSONDecodeError
 
 from unstract.api_deployments.utils import UnstractUtils
 
 
 class APIDeploymentsClientException(Exception):
-    """
-    A class to handle exceptions raised by the APIClient class.
-    """
+    """A class to handle exceptions raised by the APIClient class."""
 
     def __init__(self, message):
         def __init__(self, value):
@@ -33,9 +33,7 @@ def error_message(self):
 
 
 class APIDeploymentsClient:
-    """
-    A class to invoke APIs deployed on the Unstract platform.
-    """
+    """A class to invoke APIs deployed on the Unstract platform."""
 
     formatter = logging.Formatter(
         "%(asctime)s - %(name)s - %(levelname)s - %(message)s"
@@ -47,6 +45,7 @@ class APIDeploymentsClient:
 
     api_key = ""
     api_timeout = 300
+    in_progress_statuses = ["PENDING", "EXECUTING", "READY", "QUEUED", "INITIATED"]
 
     def __init__(
         self,
@@ -54,9 +53,9 @@ def __init__(
         api_key: str,
         api_timeout: int = 300,
         logging_level: str = "INFO",
+        include_metadata: bool = False,
     ):
-        """
-        Initializes the APIClient class.
+        """Initializes the APIClient class.
 
         Args:
             api_key (str): The API key to authenticate the API request.
@@ -86,10 +85,10 @@ def __init__(
         self.api_timeout = api_timeout
         self.api_url = api_url
         self.__save_base_url(api_url)
+        self.include_metadata = include_metadata
 
     def __save_base_url(self, full_url: str):
-        """
-        Extracts the base URL from the full URL and saves it.
+        """Extracts the base URL from the full URL and saves it.
 
         Args:
             full_url (str): The full URL of the API.
@@ -99,8 +98,7 @@ def __save_base_url(self, full_url: str):
         self.logger.debug("Base URL: " + self.base_url)
 
     def structure_file(self, file_paths: list[str]) -> dict:
-        """
-        Invokes the API deployed on the Unstract platform.
+        """Invokes the API deployed on the Unstract platform.
 
         Args:
             file_paths (list[str]): The file path to the file to be uploaded.
@@ -115,7 +113,7 @@ def structure_file(self, file_paths: list[str]) -> dict:
             "Authorization": "Bearer " + self.api_key,
         }
 
-        data = {"timeout": self.api_timeout}
+        data = {"timeout": self.api_timeout, "include_metadata": self.include_metadata}
 
         files = []
 
@@ -141,47 +139,75 @@ def structure_file(self, file_paths: list[str]) -> dict:
         )
         self.logger.debug(response.status_code)
         self.logger.debug(response.text)
-        # The returned object is wrapped in a "message" key. Let's simplify the response.
+        # The returned object is wrapped in a "message" key.
+        # Let's simplify the response.
         obj_to_return = {}
 
-        if response.status_code == 401:
+        try:
+            response_data = response.json()
+            response_message = response_data.get("message", {})
+        except JSONDecodeError:
+            self.logger.error(
+                "Failed to decode JSON response. Raw response: %s",
+                response.text,
+                exc_info=True,
+            )
             obj_to_return = {
+                "status_code": response.status_code,
                 "pending": False,
                 "execution_status": "",
-                "error": response.json()["errors"][0]["detail"],
+                "error": "Invalid JSON response from API",
                 "extraction_result": "",
+            }
+            return obj_to_return
+        if response.status_code == 401:
+            obj_to_return = {
                 "status_code": response.status_code,
+                "pending": False,
+                "execution_status": "",
+                "error": response_data.get("errors", [{}])[0].get(
+                    "detail", "Unauthorized"
+                ),
+                "extraction_result": "",
             }
             return obj_to_return
 
-        # If the execution status is pending, extract the execution ID from the response
-        # and return it in the response. Later, users can use the execution ID to check the status of the execution.
-        # The returned object is wrapped in a "message" key. Let's simplify the response.
+        # If the execution status is pending, extract the execution ID from
+        # the response and return it in the response.
+        # Later, users can use the execution ID to check the status of the execution.
+        # The returned object is wrapped in a "message" key.
+        # Let's simplify the response.
+        # Construct response object
+        execution_status = response_message.get("execution_status", "")
+        error_message = response_message.get("error", "")
+        extraction_result = response_message.get("result", "")
+        status_api_endpoint = response_message.get("status_api")
+
         obj_to_return = {
-            "pending": False,
-            "execution_status": response.json()["message"]["execution_status"],
-            "error": response.json()["message"]["error"],
-            "extraction_result": response.json()["message"]["result"],
             "status_code": response.status_code,
+            "pending": False,
+            "execution_status": execution_status,
+            "error": error_message,
+            "extraction_result": extraction_result,
         }
-        if (
-            200 <= response.status_code < 300
-            and obj_to_return["execution_status"] == "PENDING"
-        ):
 
-            obj_to_return["status_check_api_endpoint"] = response.json()["message"][
-                "status_api"
-            ]
-            obj_to_return["pending"] = True
+        # Check if the status is pending or if it's successful but lacks a result
+        if 200 <= response.status_code < 300:
+            if execution_status in self.in_progress_statuses or (
+                execution_status == "SUCCESS" and not extraction_result
+            ):
+                obj_to_return.update(
+                    {"status_check_api_endpoint": status_api_endpoint, "pending": True}
+                )
 
         return obj_to_return
 
     def check_execution_status(self, status_check_api_endpoint: str) -> dict:
-        """
-        Checks the status of the execution.
+        """Checks the status of the execution.
 
         Args:
-            status_check_api_endpoint (str): The API endpoint to check the status of the execution.
+            status_check_api_endpoint (str):
+                The API endpoint to check the status of the execution.
 
         Returns:
             dict: The response from the API.
@@ -195,28 +221,50 @@ def check_execution_status(self, status_check_api_endpoint: str) -> dict:
         response = requests.get(
             status_call_url,
             headers=headers,
+            params={"include_metadata": self.include_metadata},
         )
         self.logger.debug(response.status_code)
         self.logger.debug(response.text)
+
+        obj_to_return = {}
+
+        try:
+            response_data = response.json()
+        except JSONDecodeError:
+            self.logger.error(
+                "Failed to decode JSON response. Raw response: %s",
+                response.text,
+                exc_info=True,
+            )
+            obj_to_return = {
+                "status_code": response.status_code,
+                "pending": False,
+                "execution_status": "",
+                "error": "Invalid JSON response from API",
+                "extraction_result": "",
+            }
+            return obj_to_return
+
+        # Construct response object
+        execution_status = response_data.get("status", "")
+        error_message = response_data.get("error", "")
+        extraction_result = response_data.get("message", "")
+
         obj_to_return = {
-            "pending": False,
-            "execution_status": response.json()["status"],
             "status_code": response.status_code,
-            "message": response.json()["message"],
+            "pending": False,
+            "execution_status": execution_status,
+            "error": error_message,
+            "extraction_result": extraction_result,
         }
 
         # If the execution status is pending, extract the execution ID from the response
-        # and return it in the response. Later, users can use the execution ID to check the status of the execution.
+        # and return it in the response.
+        # Later, users can use the execution ID to check the status of the execution.
         if (
             200 <= response.status_code < 500
-            and obj_to_return["execution_status"] == "PENDING"
+            and obj_to_return["execution_status"] in self.in_progress_statuses
         ):
             obj_to_return["pending"] = True
 
-        if (
-            200 <= response.status_code < 300
-            and obj_to_return["execution_status"] == "SUCCESS"
-        ):
-            obj_to_return["extraction_result"] = response.json()["message"]
-
         return obj_to_return
diff --git a/tests/client_test.py b/tests/client_test.py
index 9f3418b..1d67a66 100644
--- a/tests/client_test.py
+++ b/tests/client_test.py
@@ -1,14 +1,16 @@
-import time
 import os
+import time
+
+import dotenv
 
 from unstract.api_deployments.client import (
     APIDeploymentsClient,
     APIDeploymentsClientException,
 )
-import dotenv
 
 dotenv.load_dotenv()
 
+
 def main():
     try:
         adc = APIDeploymentsClient(
@@ -16,11 +18,10 @@ def main():
             api_key=os.getenv("UNSTRACT_API_DEPLOYMENT_KEY"),
             api_timeout=10,
             logging_level="DEBUG",
+            include_metadata=False,
         )
         # Replace files with pdfs
-        response = adc.structure_file(
-            ["<files>"]
-        )
+        response = adc.structure_file(["<files>"])
         print(response)
         if response["pending"]:
             while True: