diff --git a/.github/workflows/workflow.yml b/.github/workflows/workflow.yml
index 3ce76a0..211a74d 100644
--- a/.github/workflows/workflow.yml
+++ b/.github/workflows/workflow.yml
@@ -16,7 +16,7 @@ jobs:
     - name: Set up Python
       uses: actions/setup-python@v3
       with:
-        python-version: '3.8'
+        python-version: '3.9'
 
     - name: Install dependencies
       run: |
diff --git a/extract_thinker/__init__.py b/extract_thinker/__init__.py
index c14ad4c..1ac0e48 100644
--- a/extract_thinker/__init__.py
+++ b/extract_thinker/__init__.py
@@ -3,6 +3,7 @@
 from .document_loader.cached_document_loader import CachedDocumentLoader
 from .document_loader.document_loader_tesseract import DocumentLoaderTesseract
 from .document_loader.document_loader_spreadsheet import DocumentLoaderSpreadSheet
+from .document_loader.document_loader_azure_document_intelligence import DocumentLoaderAzureForm
 from .document_loader.document_loader_pypdf import DocumentLoaderPyPdf
 from .document_loader.document_loader_text import DocumentLoaderText
 from .models import classification, classification_response
@@ -18,6 +19,7 @@
     'DocumentLoader',
     'CachedDocumentLoader',
     'DocumentLoaderTesseract',
+    'DocumentLoaderAzureForm',
     'DocumentLoaderPyPdf',
     'DocumentLoaderText',
     'classification',
diff --git a/extract_thinker/document_loader/azure_form_recognizer_loader.py b/extract_thinker/document_loader/azure_form_recognizer_loader.py
deleted file mode 100644
index 5bc3902..0000000
--- a/extract_thinker/document_loader/azure_form_recognizer_loader.py
+++ /dev/null
@@ -1,11 +0,0 @@
-from extract_thinker.document_loader.document_loader import DocumentLoader
-
-
-class AzureFormRecognizerLoader(DocumentLoader):
-    def load_content_from_file(self, file_path):
-        # Implement this method for Azure Form Recognizer
-        pass
-
-    def load_content_from_stream(self, stream):
-        # Implement this method for Azure Form Recognizer
-        pass
diff --git a/extract_thinker/document_loader/document_loader_azure_document_intelligence.py b/extract_thinker/document_loader/document_loader_azure_document_intelligence.py
new file mode 100644
index 0000000..6fdd0ee
--- /dev/null
+++ b/extract_thinker/document_loader/document_loader_azure_document_intelligence.py
@@ -0,0 +1,108 @@
+from io import BytesIO
+from operator import attrgetter
+from typing import Any, List, Union
+from azure.core.credentials import AzureKeyCredential
+from azure.ai.formrecognizer import AnalyzeResult, DocumentPage, DocumentTable, Point
+from azure.ai.formrecognizer import DocumentAnalysisClient
+from extract_thinker.document_loader.cached_document_loader import CachedDocumentLoader
+from cachetools import cachedmethod
+from cachetools.keys import hashkey
+
+
+class DocumentLoaderAzureForm(CachedDocumentLoader):
+    def __init__(self, subscription_key: str, endpoint: str, content: Any = None, cache_ttl: int = 300):
+        super().__init__(content, cache_ttl)
+        self.subscription_key = subscription_key
+        self.endpoint = endpoint
+        self.credential = AzureKeyCredential(self.subscription_key)
+        self.client = DocumentAnalysisClient(endpoint=self.endpoint, credential=self.credential)
+
+    @cachedmethod(cache=attrgetter('cache'), key=lambda self, file_path: hashkey(file_path))
+    def load_content_from_file(self, file_path: str) -> Union[str, object]:
+        try:
+            with open(file_path, "rb") as document:
+                poller = self.client.begin_analyze_document("prebuilt-layout", document)
+                result = poller.result()
+                return self.process_result(result)
+        except Exception as e:
+            raise Exception(f"Error processing file: {e}") from e
+
+    @cachedmethod(cache=attrgetter('cache'), key=lambda self, stream: hashkey(id(stream)))
+    def load_content_from_stream(self, stream: Union[BytesIO, str]) -> Union[str, object]:
+        try:
+            poller = self.client.begin_analyze_document("prebuilt-layout", stream)
+            result = poller.result()
+            return self.process_result(result)
+        except Exception as e:
+            raise Exception(f"Error processing stream: {e}") from e
+
+    def process_result(self, result: AnalyzeResult) -> List[dict]:
+        extract_results = []
+        tables = self.build_tables(result.tables)
+        for page in result.pages:
+            paragraphs = [p.content for p in page.lines]
+            tables = self.build_tables(result.tables)
+            # words_with_locations = self.process_words(page)
+            # Remove lines that are present in tables
+            paragraphs = self.remove_lines_present_in_tables(paragraphs, tables)
+            output = {
+                #"content": result.content,
+                "paragraphs": paragraphs,
+                #"words": words_with_locations,
+                "tables": tables.get(page.page_number, [])
+            }
+            extract_results.append(output)
+        return {"pages": extract_results}
+
+    def remove_lines_present_in_tables(self, paragraphs: List[str], tables: dict[int, List[List[str]]]) -> List[str]:
+        for table in tables.values():
+            for row in table:
+                for cell in row:
+                    if cell in paragraphs:
+                        paragraphs.remove(cell)
+        return paragraphs
+
+    def page_to_string(self, page: DocumentPage) -> str:
+        page_string = ""
+        for word in page.words:
+            for point in word.polygon:
+                page_string += f"({point.x}, {point.y}): {word.content}\n"
+        return page_string
+
+    def process_words(self, page: DocumentPage) -> List[dict]:
+        words_with_locations = []
+
+        for word in page.words:
+            word_info = {
+                "content": word.content,
+                "bounding_box": {
+                    "points": word.polygon
+                },
+                "page_number": page.page_number
+            }
+            words_with_locations.append(word_info)
+
+        return words_with_locations
+
+    def build_tables(self, tables: List[DocumentTable]) -> dict[int, List[List[str]]]:
+        table_data = {}
+        for table in tables:
+            rows = []
+            for row_idx in range(table.row_count):
+                row = []
+                for cell in table.cells:
+                    if cell.row_index == row_idx:
+                        row.append(cell.content)
+                rows.append(row)
+            # Use the page number as the key for the dictionary
+            table_data[table.bounding_regions[0].page_number] = rows
+        return table_data
+
+    def build_points(self, bounding_box: List[Point]) -> List[dict]:
+        return [{"x": point.x, "y": point.y} for point in bounding_box]
+
+    def load_content_from_stream_list(self, stream: BytesIO) -> List[Any]:
+        pass
+
+    def load_content_from_file_list(self, file_path: str) -> List[Any]:
+        pass
diff --git a/poetry.lock b/poetry.lock
index 9a7cc0b..ce1d908 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -112,24 +112,24 @@ frozenlist = ">=1.1.0"
 
 [[package]]
 name = "annotated-types"
-version = "0.6.0"
+version = "0.7.0"
 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"},
+    {file = "annotated_types-0.7.0-py3-none-any.whl", hash = "sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53"},
+    {file = "annotated_types-0.7.0.tar.gz", hash = "sha256:aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89"},
 ]
 
 [[package]]
 name = "anyio"
-version = "4.3.0"
+version = "4.4.0"
 description = "High level compatibility layer for multiple asynchronous event loop implementations"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "anyio-4.3.0-py3-none-any.whl", hash = "sha256:048e05d0f6caeed70d731f3db756d35dcc1f35747c8c403364a8332c630441b8"},
-    {file = "anyio-4.3.0.tar.gz", hash = "sha256:f75253795a87df48568485fd18cdd2a3fa5c4f7c5be8e5e36637733fce06fed6"},
+    {file = "anyio-4.4.0-py3-none-any.whl", hash = "sha256:c1b2d8f46a8a812513012e1107cb0e68c17159a7a594208005a57dc776e1bdc7"},
+    {file = "anyio-4.4.0.tar.gz", hash = "sha256:5aadc6a1bbb7cdb0bede386cac5e2940f5e2ff3aa20277e991cf028e0585ce94"},
 ]
 
 [package.dependencies]
@@ -173,6 +173,53 @@ tests = ["attrs[tests-no-zope]", "zope-interface"]
 tests-mypy = ["mypy (>=1.6)", "pytest-mypy-plugins"]
 tests-no-zope = ["attrs[tests-mypy]", "cloudpickle", "hypothesis", "pympler", "pytest (>=4.3.0)", "pytest-xdist[psutil]"]
 
+[[package]]
+name = "azure-ai-formrecognizer"
+version = "3.3.3"
+description = "Microsoft Azure Form Recognizer Client Library for Python"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "azure-ai-formrecognizer-3.3.3.tar.gz", hash = "sha256:9fc09788bbb65866630fa870cca1933bfd7298b8055236530bcc0e40d81fcccf"},
+    {file = "azure_ai_formrecognizer-3.3.3-py3-none-any.whl", hash = "sha256:81fc1abda8bd898426ee3bbc1b9c6bd164514201ce282129a31d4664f9d1f3bc"},
+]
+
+[package.dependencies]
+azure-common = ">=1.1"
+azure-core = ">=1.23.0"
+msrest = ">=0.6.21"
+typing-extensions = ">=4.0.1"
+
+[[package]]
+name = "azure-common"
+version = "1.1.28"
+description = "Microsoft Azure Client Library for Python (Common)"
+optional = false
+python-versions = "*"
+files = [
+    {file = "azure-common-1.1.28.zip", hash = "sha256:4ac0cd3214e36b6a1b6a442686722a5d8cc449603aa833f3f0f40bda836704a3"},
+    {file = "azure_common-1.1.28-py2.py3-none-any.whl", hash = "sha256:5c12d3dcf4ec20599ca6b0d3e09e86e146353d443e7fcc050c9a19c1f9df20ad"},
+]
+
+[[package]]
+name = "azure-core"
+version = "1.30.1"
+description = "Microsoft Azure Core Library for Python"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "azure-core-1.30.1.tar.gz", hash = "sha256:26273a254131f84269e8ea4464f3560c731f29c0c1f69ac99010845f239c1a8f"},
+    {file = "azure_core-1.30.1-py3-none-any.whl", hash = "sha256:7c5ee397e48f281ec4dd773d67a0a47a0962ed6fa833036057f9ea067f688e74"},
+]
+
+[package.dependencies]
+requests = ">=2.21.0"
+six = ">=1.11.0"
+typing-extensions = ">=4.6.0"
+
+[package.extras]
+aio = ["aiohttp (>=3.0)"]
+
 [[package]]
 name = "black"
 version = "21.12b0"
@@ -215,13 +262,13 @@ files = [
 
 [[package]]
 name = "certifi"
-version = "2024.2.2"
+version = "2024.6.2"
 description = "Python package for providing Mozilla's CA Bundle."
 optional = false
 python-versions = ">=3.6"
 files = [
-    {file = "certifi-2024.2.2-py3-none-any.whl", hash = "sha256:dc383c07b76109f368f6106eee2b593b04a011ea4d55f652c6ca24a754d1cdd1"},
-    {file = "certifi-2024.2.2.tar.gz", hash = "sha256:0569859f95fc761b18b45ef421b1290a0f65f147e92a1e5eb3e635f9a5e4e66f"},
+    {file = "certifi-2024.6.2-py3-none-any.whl", hash = "sha256:ddc6c8ce995e6987e7faf5e3f1b02b302836a0e5d98ece18392cb1a36c72ad56"},
+    {file = "certifi-2024.6.2.tar.gz", hash = "sha256:3cd43f1c6fa7dedc5899d69d3ad0398fd018ad1a17fba83ddaf78aa46c747516"},
 ]
 
 [[package]]
@@ -397,13 +444,13 @@ test = ["pytest (>=6)"]
 
 [[package]]
 name = "filelock"
-version = "3.13.4"
+version = "3.14.0"
 description = "A platform independent file lock."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "filelock-3.13.4-py3-none-any.whl", hash = "sha256:404e5e9253aa60ad457cae1be07c0f0ca90a63931200a47d9b6a6af84fd7b45f"},
-    {file = "filelock-3.13.4.tar.gz", hash = "sha256:d13f466618bfde72bd2c18255e269f72542c6e70e7bac83a0232d6b1cc5c8cf4"},
+    {file = "filelock-3.14.0-py3-none-any.whl", hash = "sha256:43339835842f110ca7ae60f1e1c160714c5a6afd15a2873419ab185334975c0f"},
+    {file = "filelock-3.14.0.tar.gz", hash = "sha256:6ea72da3be9b8c82afd3edcf99f2fffbb5076335a5ae4d03248bb5b6c3eae78a"},
 ]
 
 [package.extras]
@@ -515,13 +562,13 @@ files = [
 
 [[package]]
 name = "fsspec"
-version = "2024.3.1"
+version = "2024.6.0"
 description = "File-system specification"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "fsspec-2024.3.1-py3-none-any.whl", hash = "sha256:918d18d41bf73f0e2b261824baeb1b124bcf771767e3a26425cd7dec3332f512"},
-    {file = "fsspec-2024.3.1.tar.gz", hash = "sha256:f39780e282d7d117ffb42bb96992f8a90795e4d0fb0f661a70ca39fe9c43ded9"},
+    {file = "fsspec-2024.6.0-py3-none-any.whl", hash = "sha256:58d7122eb8a1a46f7f13453187bfea4972d66bf01618d37366521b1998034cee"},
+    {file = "fsspec-2024.6.0.tar.gz", hash = "sha256:f579960a56e6d8038a9efc8f9c77279ec12e6299aa86b0769a7e9c46b94527c2"},
 ]
 
 [package.extras]
@@ -529,7 +576,8 @@ abfs = ["adlfs"]
 adl = ["adlfs"]
 arrow = ["pyarrow (>=1)"]
 dask = ["dask", "distributed"]
-devel = ["pytest", "pytest-cov"]
+dev = ["pre-commit", "ruff"]
+doc = ["numpydoc", "sphinx", "sphinx-design", "sphinx-rtd-theme", "yarl"]
 dropbox = ["dropbox", "dropboxdrivefs", "requests"]
 full = ["adlfs", "aiohttp (!=4.0.0a0,!=4.0.0a1)", "dask", "distributed", "dropbox", "dropboxdrivefs", "fusepy", "gcsfs", "libarchive-c", "ocifs", "panel", "paramiko", "pyarrow (>=1)", "pygit2", "requests", "s3fs", "smbprotocol", "tqdm"]
 fuse = ["fusepy"]
@@ -546,6 +594,9 @@ s3 = ["s3fs"]
 sftp = ["paramiko"]
 smb = ["smbprotocol"]
 ssh = ["paramiko"]
+test = ["aiohttp (!=4.0.0a0,!=4.0.0a1)", "numpy", "pytest", "pytest-asyncio (!=0.22.0)", "pytest-benchmark", "pytest-cov", "pytest-mock", "pytest-recording", "pytest-rerunfailures", "requests"]
+test-downstream = ["aiobotocore (>=2.5.4,<3.0.0)", "dask-expr", "dask[dataframe,test]", "moto[server] (>4,<5)", "pytest-timeout", "xarray"]
+test-full = ["adlfs", "aiohttp (!=4.0.0a0,!=4.0.0a1)", "cloudpickle", "dask", "distributed", "dropbox", "dropboxdrivefs", "fastparquet", "fusepy", "gcsfs", "jinja2", "kerchunk", "libarchive-c", "lz4", "notebook", "numpy", "ocifs", "pandas", "panel", "paramiko", "pyarrow", "pyarrow (>=1)", "pyftpdlib", "pygit2", "pytest", "pytest-asyncio (!=0.22.0)", "pytest-benchmark", "pytest-cov", "pytest-mock", "pytest-recording", "pytest-rerunfailures", "python-snappy", "requests", "smbprotocol", "tqdm", "urllib3", "zarr", "zstandard"]
 tqdm = ["tqdm"]
 
 [[package]]
@@ -606,13 +657,13 @@ socks = ["socksio (==1.*)"]
 
 [[package]]
 name = "huggingface-hub"
-version = "0.22.2"
+version = "0.23.3"
 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-0.22.2-py3-none-any.whl", hash = "sha256:3429e25f38ccb834d310804a3b711e7e4953db5a9e420cc147a5e194ca90fd17"},
-    {file = "huggingface_hub-0.22.2.tar.gz", hash = "sha256:32e9a9a6843c92f253ff9ca16b9985def4d80a93fb357af5353f770ef74a81be"},
+    {file = "huggingface_hub-0.23.3-py3-none-any.whl", hash = "sha256:22222c41223f1b7c209ae5511d2d82907325a0e3cdbce5f66949d43c598ff3bc"},
+    {file = "huggingface_hub-0.23.3.tar.gz", hash = "sha256:1a1118a0b3dea3bab6c325d71be16f5ffe441d32f3ac7c348d6875911b694b5b"},
 ]
 
 [package.dependencies]
@@ -625,16 +676,16 @@ tqdm = ">=4.42.1"
 typing-extensions = ">=3.7.4.3"
 
 [package.extras]
-all = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "gradio", "jedi", "minijinja (>=1.0)", "mypy (==1.5.1)", "numpy", "pytest", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-rerunfailures", "pytest-vcr", "pytest-xdist", "ruff (>=0.3.0)", "soundfile", "types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "typing-extensions (>=4.8.0)", "urllib3 (<2.0)"]
+all = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "fastapi", "gradio", "jedi", "minijinja (>=1.0)", "mypy (==1.5.1)", "numpy", "pytest", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-rerunfailures", "pytest-vcr", "pytest-xdist", "ruff (>=0.3.0)", "soundfile", "types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "typing-extensions (>=4.8.0)", "urllib3 (<2.0)"]
 cli = ["InquirerPy (==0.3.4)"]
-dev = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "gradio", "jedi", "minijinja (>=1.0)", "mypy (==1.5.1)", "numpy", "pytest", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-rerunfailures", "pytest-vcr", "pytest-xdist", "ruff (>=0.3.0)", "soundfile", "types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "typing-extensions (>=4.8.0)", "urllib3 (<2.0)"]
+dev = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "fastapi", "gradio", "jedi", "minijinja (>=1.0)", "mypy (==1.5.1)", "numpy", "pytest", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-rerunfailures", "pytest-vcr", "pytest-xdist", "ruff (>=0.3.0)", "soundfile", "types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "typing-extensions (>=4.8.0)", "urllib3 (<2.0)"]
 fastai = ["fastai (>=2.4)", "fastcore (>=1.3.27)", "toml"]
 hf-transfer = ["hf-transfer (>=0.1.4)"]
 inference = ["aiohttp", "minijinja (>=1.0)"]
 quality = ["mypy (==1.5.1)", "ruff (>=0.3.0)"]
 tensorflow = ["graphviz", "pydot", "tensorflow"]
 tensorflow-testing = ["keras (<3.0)", "tensorflow"]
-testing = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "gradio", "jedi", "minijinja (>=1.0)", "numpy", "pytest", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-rerunfailures", "pytest-vcr", "pytest-xdist", "soundfile", "urllib3 (<2.0)"]
+testing = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "fastapi", "gradio", "jedi", "minijinja (>=1.0)", "numpy", "pytest", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-rerunfailures", "pytest-vcr", "pytest-xdist", "soundfile", "urllib3 (<2.0)"]
 torch = ["safetensors", "torch"]
 typing = ["types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "typing-extensions (>=4.8.0)"]
 
@@ -681,41 +732,57 @@ files = [
 
 [[package]]
 name = "instructor"
-version = "1.2.2"
+version = "1.3.2"
 description = "structured outputs for llm"
 optional = false
 python-versions = "<4.0,>=3.9"
 files = [
-    {file = "instructor-1.2.2-py3-none-any.whl", hash = "sha256:aff8144a58a29068720e6fdb4ccb5f09c6f72dc0813c100d137747a8f2a2ed03"},
-    {file = "instructor-1.2.2.tar.gz", hash = "sha256:233e35685310bc3511eafe602534497b968712a29faaabbedc3af66a963c75fc"},
+    {file = "instructor-1.3.2-py3-none-any.whl", hash = "sha256:9841564793fe2fee59d1ed1687933445a06bdd704098a36e5cdf585e878ad38a"},
+    {file = "instructor-1.3.2.tar.gz", hash = "sha256:88e23239cd5920197b0b6cc2374325de0d7a64d2f29c82cb94d49378e1be42a3"},
 ]
 
 [package.dependencies]
 aiohttp = ">=3.9.1,<4.0.0"
 docstring-parser = ">=0.16,<0.17"
 openai = ">=1.1.0,<2.0.0"
-pydantic = "2.7.0"
+pydantic = ">=2.7.0,<3.0.0"
 pydantic-core = ">=2.18.0,<3.0.0"
 rich = ">=13.7.0,<14.0.0"
 tenacity = ">=8.2.3,<9.0.0"
 typer = ">=0.9.0,<1.0.0"
 
 [package.extras]
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+optional = false
+python-versions = "*"
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+[package.dependencies]
+six = "*"
 
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+version = "3.1.4"
 description = "A very fast and expressive template engine."
 optional = false
 python-versions = ">=3.7"
 files = [
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 [package.dependencies]
@@ -726,13 +793,13 @@ i18n = ["Babel (>=2.7)"]
 
 [[package]]
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-version = "1.35.29"
+version = "1.40.4"
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 optional = false
 python-versions = "!=2.7.*,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,!=3.7.*,>=3.8"
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 [package.dependencies]
@@ -740,7 +807,7 @@ aiohttp = "*"
 click = "*"
 importlib-metadata = ">=6.8.0"
 jinja2 = ">=3.1.2,<4.0.0"
-openai = ">=1.0.0"
+openai = ">=1.27.0"
 python-dotenv = ">=0.2.0"
 requests = ">=2.31.0,<3.0.0"
 tiktoken = ">=0.4.0"
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+python-versions = ">=3.6"
+files = [
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+isodate = ">=0.6.0"
+requests = ">=2.16,<3.0"
+requests-oauthlib = ">=0.5.0"
+
+[package.extras]
+async = ["aiodns", "aiohttp (>=3.0)"]
+
 [[package]]
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 version = "6.0.5"
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+python-versions = ">=3.6"
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+signedtoken = ["cryptography (>=3.0.0)", "pyjwt (>=2.0.0,<3)"]
+
 [[package]]
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 [package.dependencies]
@@ -1171,13 +1262,13 @@ datalib = ["numpy (>=1)", "pandas (>=1.2.3)", "pandas-stubs (>=1.1.0.11)"]
 
 [[package]]
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 [package.dependencies]
@@ -1293,13 +1384,13 @@ xmp = ["defusedxml"]
 
 [[package]]
 name = "platformdirs"
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 description = "A small Python package for determining appropriate platform-specific dirs, e.g. a `user data dir`."
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 python-versions = ">=3.8"
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 [package.extras]
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 [package.dependencies]
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 typing-extensions = ">=4.6.1"
 
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 [[package]]
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 name = "python-dotenv"
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+    {file = "requests-2.32.3-py3-none-any.whl", hash = "sha256:70761cfe03c773ceb22aa2f671b4757976145175cdfca038c02654d061d6dcc6"},
+    {file = "requests-2.32.3.tar.gz", hash = "sha256:55365417734eb18255590a9ff9eb97e9e1da868d4ccd6402399eaf68af20a760"},
 ]
 
 [package.dependencies]
@@ -1761,6 +1837,24 @@ urllib3 = ">=1.21.1,<3"
 socks = ["PySocks (>=1.5.6,!=1.5.7)"]
 use-chardet-on-py3 = ["chardet (>=3.0.2,<6)"]
 
+[[package]]
+name = "requests-oauthlib"
+version = "2.0.0"
+description = "OAuthlib authentication support for Requests."
+optional = false
+python-versions = ">=3.4"
+files = [
+    {file = "requests-oauthlib-2.0.0.tar.gz", hash = "sha256:b3dffaebd884d8cd778494369603a9e7b58d29111bf6b41bdc2dcd87203af4e9"},
+    {file = "requests_oauthlib-2.0.0-py2.py3-none-any.whl", hash = "sha256:7dd8a5c40426b779b0868c404bdef9768deccf22749cde15852df527e6269b36"},
+]
+
+[package.dependencies]
+oauthlib = ">=3.0.0"
+requests = ">=2.0.0"
+
+[package.extras]
+rsa = ["oauthlib[signedtoken] (>=3.0.0)"]
+
 [[package]]
 name = "rich"
 version = "13.7.1"
@@ -1790,6 +1884,17 @@ files = [
     {file = "shellingham-1.5.4.tar.gz", hash = "sha256:8dbca0739d487e5bd35ab3ca4b36e11c4078f3a234bfce294b0a0291363404de"},
 ]
 
+[[package]]
+name = "six"
+version = "1.16.0"
+description = "Python 2 and 3 compatibility utilities"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*"
+files = [
+    {file = "six-1.16.0-py2.py3-none-any.whl", hash = "sha256:8abb2f1d86890a2dfb989f9a77cfcfd3e47c2a354b01111771326f8aa26e0254"},
+    {file = "six-1.16.0.tar.gz", hash = "sha256:1e61c37477a1626458e36f7b1d82aa5c9b094fa4802892072e49de9c60c4c926"},
+]
+
 [[package]]
 name = "sniffio"
 version = "1.3.1"
@@ -1803,17 +1908,18 @@ files = [
 
 [[package]]
 name = "tenacity"
-version = "8.2.3"
+version = "8.3.0"
 description = "Retry code until it succeeds"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "tenacity-8.2.3-py3-none-any.whl", hash = "sha256:ce510e327a630c9e1beaf17d42e6ffacc88185044ad85cf74c0a8887c6a0f88c"},
-    {file = "tenacity-8.2.3.tar.gz", hash = "sha256:5398ef0d78e63f40007c1fb4c0bff96e1911394d2fa8d194f77619c05ff6cc8a"},
+    {file = "tenacity-8.3.0-py3-none-any.whl", hash = "sha256:3649f6443dbc0d9b01b9d8020a9c4ec7a1ff5f6f3c6c8a036ef371f573fe9185"},
+    {file = "tenacity-8.3.0.tar.gz", hash = "sha256:953d4e6ad24357bceffbc9707bc74349aca9d245f68eb65419cf0c249a1949a2"},
 ]
 
 [package.extras]
-doc = ["reno", "sphinx", "tornado (>=4.5)"]
+doc = ["reno", "sphinx"]
+test = ["pytest", "tornado (>=4.5)", "typeguard"]
 
 [[package]]
 name = "tiktoken"
@@ -1997,13 +2103,13 @@ files = [
 
 [[package]]
 name = "tqdm"
-version = "4.66.2"
+version = "4.66.4"
 description = "Fast, Extensible Progress Meter"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "tqdm-4.66.2-py3-none-any.whl", hash = "sha256:1ee4f8a893eb9bef51c6e35730cebf234d5d0b6bd112b0271e10ed7c24a02bd9"},
-    {file = "tqdm-4.66.2.tar.gz", hash = "sha256:6cd52cdf0fef0e0f543299cfc96fec90d7b8a7e88745f411ec33eb44d5ed3531"},
+    {file = "tqdm-4.66.4-py3-none-any.whl", hash = "sha256:b75ca56b413b030bc3f00af51fd2c1a1a5eac6a0c1cca83cbb37a5c52abce644"},
+    {file = "tqdm-4.66.4.tar.gz", hash = "sha256:e4d936c9de8727928f3be6079590e97d9abfe8d39a590be678eb5919ffc186bb"},
 ]
 
 [package.dependencies]
@@ -2034,13 +2140,13 @@ typing-extensions = ">=3.7.4.3"
 
 [[package]]
 name = "typing-extensions"
-version = "4.11.0"
+version = "4.12.1"
 description = "Backported and Experimental Type Hints for Python 3.8+"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "typing_extensions-4.11.0-py3-none-any.whl", hash = "sha256:c1f94d72897edaf4ce775bb7558d5b79d8126906a14ea5ed1635921406c0387a"},
-    {file = "typing_extensions-4.11.0.tar.gz", hash = "sha256:83f085bd5ca59c80295fc2a82ab5dac679cbe02b9f33f7d83af68e241bea51b0"},
+    {file = "typing_extensions-4.12.1-py3-none-any.whl", hash = "sha256:6024b58b69089e5a89c347397254e35f1bf02a907728ec7fee9bf0fe837d203a"},
+    {file = "typing_extensions-4.12.1.tar.gz", hash = "sha256:915f5e35ff76f56588223f15fdd5938f9a1cf9195c0de25130c627e4d597f6d1"},
 ]
 
 [[package]]
@@ -2181,20 +2287,20 @@ multidict = ">=4.0"
 
 [[package]]
 name = "zipp"
-version = "3.18.1"
+version = "3.19.2"
 description = "Backport of pathlib-compatible object wrapper for zip files"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "zipp-3.18.1-py3-none-any.whl", hash = "sha256:206f5a15f2af3dbaee80769fb7dc6f249695e940acca08dfb2a4769fe61e538b"},
-    {file = "zipp-3.18.1.tar.gz", hash = "sha256:2884ed22e7d8961de1c9a05142eb69a247f120291bc0206a00a7642f09b5b715"},
+    {file = "zipp-3.19.2-py3-none-any.whl", hash = "sha256:f091755f667055f2d02b32c53771a7a6c8b47e1fdbc4b72a8b9072b3eef8015c"},
+    {file = "zipp-3.19.2.tar.gz", hash = "sha256:bf1dcf6450f873a13e952a29504887c89e6de7506209e5b1bcc3460135d4de19"},
 ]
 
 [package.extras]
-docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
-testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy", "pytest-ruff (>=0.2.1)"]
+doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+test = ["big-O", "importlib-resources", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more-itertools", "pytest (>=6,!=8.1.*)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy", "pytest-ruff (>=0.2.1)"]
 
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.9"
-content-hash = "047a0bc6e650003696373a331d62a070eb264f898d3613222f61649ea9853a12"
+content-hash = "432382f136d4deec07dbd380e2bdfe45676cc5020fd29e5312b4e7cab13f8ece"
diff --git a/pyproject.toml b/pyproject.toml
index 3ac71e8..5040f4d 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 [tool.poetry]
 name = "extract_thinker"
-version = "0.0.3"
+version = "0.0.4"
 description = "Library to extract data from files and documents agnositicaly using LLMs"
 authors = ["Júlio Almeida <enoch3712@gmail.com>"]
 readme = "README.md"
@@ -21,6 +21,7 @@ pyyaml = "^6.0.1"
 tiktoken = "^0.6.0"
 openpyxl = "^3.1.2"
 pypdf2 = "^3.0.1"
+azure-ai-formrecognizer = "^3.3.3"
 
 [tool.poetry.dev-dependencies]
 flake8 = "^3.9.2"
diff --git a/tests/document_loader_azure_document_intelligence.py b/tests/document_loader_azure_document_intelligence.py
new file mode 100644
index 0000000..05d6632
--- /dev/null
+++ b/tests/document_loader_azure_document_intelligence.py
@@ -0,0 +1,25 @@
+import os
+from dotenv import load_dotenv
+
+from extract_thinker.document_loader.document_loader_azure_document_intelligence import DocumentLoaderAzureForm
+
+cwd = os.getcwd()
+load_dotenv()
+
+# Arrange
+subscription_key = os.getenv("AZURE_SUBSCRIPTION_KEY")
+endpoint = os.getenv("AZURE_ENDPOINT")
+loader = DocumentLoaderAzureForm(subscription_key, endpoint)
+test_file_path = os.path.join(cwd, "test_images", "invoice.png")
+
+
+def test_load_content_from_file():
+    # Act
+    content = loader.load_content_from_file(test_file_path)
+
+    firstPage = content["pages"][0]
+
+    # Assert
+    assert firstPage is not None
+    assert firstPage["paragraphs"][0] == "Invoice 0000001"
+    assert len(firstPage["tables"][0]) == 4
diff --git a/tests/extractor.py b/tests/extractor.py
index d710f4f..4b1a3d0 100644
--- a/tests/extractor.py
+++ b/tests/extractor.py
@@ -4,6 +4,7 @@
 from extract_thinker.extractor import Extractor
 from extract_thinker.document_loader.document_loader_tesseract import DocumentLoaderTesseract
 from tests.models.invoice import InvoiceContract
+from extract_thinker.document_loader.document_loader_azure_document_intelligence import DocumentLoaderAzureForm
 
 load_dotenv()
 cwd = os.getcwd()
@@ -28,3 +29,24 @@ def test_extract_with_tessaract_and_claude():
     assert result is not None
     assert result.invoice_number == "0000001"
     assert result.invoice_date == "2014-05-07"
+
+
+def test_extract_with_azure_di_and_claude():
+    subscription_key = os.getenv("AZURE_SUBSCRIPTION_KEY")
+    endpoint = os.getenv("AZURE_ENDPOINT")
+    test_file_path = os.path.join(cwd, "test_images", "invoice.png")
+
+    extractor = Extractor()
+    extractor.load_document_loader(
+        DocumentLoaderAzureForm(subscription_key, endpoint)
+    )
+    extractor.load_llm("claude-3-haiku-20240307")
+    # Act
+    result = extractor.extract(test_file_path, InvoiceContract)
+
+    # Assert
+    assert result is not None
+    assert result.lines[0].description == "Website Redesign"
+    assert result.lines[0].quantity == 1
+    assert result.lines[0].unit_price == 2500
+    assert result.lines[0].amount == 2500
diff --git a/tests/models/invoice.py b/tests/models/invoice.py
index 5eed8d0..17d3832 100644
--- a/tests/models/invoice.py
+++ b/tests/models/invoice.py
@@ -1,6 +1,16 @@
+from typing import List
 from extract_thinker.models.contract import Contract
 
 
+class LinesContract(Contract):
+    description: str
+    quantity: int
+    unit_price: int
+    amount: int
+
+
 class InvoiceContract(Contract):
     invoice_number: str
     invoice_date: str
+    lines: List[LinesContract]
+    total_amount: int