From a3a72c8b0cde8cbe99a744f56df722c073259af4 Mon Sep 17 00:00:00 2001
From: keenborder786 <21110290@lums.edu.pk>
Date: Wed, 4 Dec 2024 02:27:41 +0500
Subject: [PATCH 01/10] [fix]: Image Extraction Fixed

---
 .../langchain_community/document_loaders/parsers/pdf.py  | 9 +++++++--
 1 file changed, 7 insertions(+), 2 deletions(-)

diff --git a/libs/community/langchain_community/document_loaders/parsers/pdf.py b/libs/community/langchain_community/document_loaders/parsers/pdf.py
index ef9ca7561abd6..825f6f0035b97 100644
--- a/libs/community/langchain_community/document_loaders/parsers/pdf.py
+++ b/libs/community/langchain_community/document_loaders/parsers/pdf.py
@@ -18,6 +18,7 @@
 
 import numpy as np
 from langchain_core.documents import Document
+from PIL import Image
 
 from langchain_community.document_loaders.base import BaseBlobParser
 from langchain_community.document_loaders.blob_loaders import Blob
@@ -453,8 +454,12 @@ def _extract_images_from_page(self, page: pdfplumber.page.Page) -> str:
         for img in page.images:
             if img["stream"]["Filter"].name in _PDF_FILTER_WITHOUT_LOSS:
                 images.append(
-                    np.frombuffer(img["stream"].get_data(), dtype=np.uint8).reshape(
-                        img["stream"]["Height"], img["stream"]["Width"], -1
+                    np.array(
+                        Image.frombytes(
+                            "1",
+                            (img["stream"]["Width"], img["stream"]["Height"]),
+                            img["stream"].get_data(),
+                        ).convert("L")
                     )
                 )
             elif img["stream"]["Filter"].name in _PDF_FILTER_WITH_LOSS:

From b5ec3fb0739ff5ab45fa632bc8a906b92d1282c0 Mon Sep 17 00:00:00 2001
From: keenborder786 <21110290@lums.edu.pk>
Date: Wed, 4 Dec 2024 02:35:00 +0500
Subject: [PATCH 02/10] [chore]: New Package Added

---
 libs/community/poetry.lock    | 105 +++++++++++++++++++++++++++++++++-
 libs/community/pyproject.toml |   1 +
 2 files changed, 105 insertions(+), 1 deletion(-)

diff --git a/libs/community/poetry.lock b/libs/community/poetry.lock
index 21b8dc4e1e690..33023e491a4df 100644
--- a/libs/community/poetry.lock
+++ b/libs/community/poetry.lock
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@@ -2703,6 +2714,98 @@ files = [
 [package.dependencies]
 ptyprocess = ">=0.5"
 
+[[package]]
+name = "pillow"
+version = "11.0.0"
+description = "Python Imaging Library (Fork)"
+optional = false
+python-versions = ">=3.9"
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+    {file = "pillow-11.0.0-pp39-pypy39_pp73-win_amd64.whl", hash = "sha256:7326a1787e3c7b0429659e0a944725e1b03eeaa10edd945a86dead1913383944"},
+    {file = "pillow-11.0.0.tar.gz", hash = "sha256:72bacbaf24ac003fea9bff9837d1eedb6088758d41e100c1552930151f677739"},
+]
+
+[package.extras]
+docs = ["furo", "olefile", "sphinx (>=8.1)", "sphinx-copybutton", "sphinx-inline-tabs", "sphinxext-opengraph"]
+fpx = ["olefile"]
+mic = ["olefile"]
+tests = ["check-manifest", "coverage", "defusedxml", "markdown2", "olefile", "packaging", "pyroma", "pytest", "pytest-cov", "pytest-timeout"]
+typing = ["typing-extensions"]
+xmp = ["defusedxml"]
+
 [[package]]
 name = "platformdirs"
 version = "4.3.6"
@@ -4632,4 +4735,4 @@ type = ["pytest-mypy"]
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.9,<4.0"
-content-hash = "0244ee785378f72a3826faa0b3b25f95fc06abb01f7c7f40f0c5b15db9cafff5"
+content-hash = "ad9ba0f236f7bd7680df23f6295cab0bdebf47712fc71322265a07ef3ed9af46"
diff --git a/libs/community/pyproject.toml b/libs/community/pyproject.toml
index f19f23b62de25..0162c49238f41 100644
--- a/libs/community/pyproject.toml
+++ b/libs/community/pyproject.toml
@@ -41,6 +41,7 @@ dataclasses-json = ">= 0.5.7, < 0.7"
 pydantic-settings = "^2.4.0"
 langsmith = "^0.1.125"
 httpx-sse = "^0.4.0"
+pillow = "^11.0.0"
 [[tool.poetry.dependencies.numpy]]
 version = ">=1.22.4,<2"
 python = "<3.12"

From 8aa57a38b20524776fac2b33f4c256b7871e2cb1 Mon Sep 17 00:00:00 2001
From: keenborder786 <21110290@lums.edu.pk>
Date: Wed, 4 Dec 2024 02:39:57 +0500
Subject: [PATCH 03/10] [tests]: Added Pillow in Required Dependencies

---
 libs/community/tests/unit_tests/test_dependencies.py | 5 +++--
 1 file changed, 3 insertions(+), 2 deletions(-)

diff --git a/libs/community/tests/unit_tests/test_dependencies.py b/libs/community/tests/unit_tests/test_dependencies.py
index a5c8c7c12c100..39d8acd4c5f60 100644
--- a/libs/community/tests/unit_tests/test_dependencies.py
+++ b/libs/community/tests/unit_tests/test_dependencies.py
@@ -44,14 +44,15 @@ def test_required_dependencies(poetry_conf: Mapping[str, Any]) -> None:
             "aiohttp",
             "dataclasses-json",
             "httpx-sse",
+            "langchain",
             "langchain-core",
             "langsmith",
             "numpy",
+            "pillow",
+            "pydantic-settings",
             "python",
             "requests",
-            "pydantic-settings",
             "tenacity",
-            "langchain",
         ]
     )
 

From 68599a1b8462ee5f7b43bbb2b5d9fc46e9cb2d96 Mon Sep 17 00:00:00 2001
From: keenborder786 <21110290@lums.edu.pk>
Date: Tue, 10 Dec 2024 12:27:46 +0500
Subject: [PATCH 04/10] [fix]: Corrected the if condition

---
 .../langchain_community/document_loaders/parsers/pdf.py      | 5 ++++-
 1 file changed, 4 insertions(+), 1 deletion(-)

diff --git a/libs/community/langchain_community/document_loaders/parsers/pdf.py b/libs/community/langchain_community/document_loaders/parsers/pdf.py
index 825f6f0035b97..8767ee0646234 100644
--- a/libs/community/langchain_community/document_loaders/parsers/pdf.py
+++ b/libs/community/langchain_community/document_loaders/parsers/pdf.py
@@ -452,7 +452,10 @@ def _extract_images_from_page(self, page: pdfplumber.page.Page) -> str:
 
         images = []
         for img in page.images:
-            if img["stream"]["Filter"].name in _PDF_FILTER_WITHOUT_LOSS:
+            if (
+                img["stream"]["BitsPerComponent"] == 1
+                and img["stream"]["Filter"].name in _PDF_FILTER_WITHOUT_LOSS
+            ):
                 images.append(
                     np.array(
                         Image.frombytes(

From f7fd39956a5d89f2814eb84a988c16afef1cee23 Mon Sep 17 00:00:00 2001
From: keenborder786 <21110290@lums.edu.pk>
Date: Sun, 15 Dec 2024 21:07:46 +0500
Subject: [PATCH 05/10] [chore]: Removing the Pillow Dependency

---
 libs/community/poetry.lock    | 96 +----------------------------------
 libs/community/pyproject.toml |  2 +-
 2 files changed, 3 insertions(+), 95 deletions(-)

diff --git a/libs/community/poetry.lock b/libs/community/poetry.lock
index 33023e491a4df..2ba749f32b104 100644
--- a/libs/community/poetry.lock
+++ b/libs/community/poetry.lock
@@ -1819,7 +1819,7 @@ files = [
 
 [[package]]
 name = "langchain"
-version = "0.3.8"
+version = "0.3.9"
 description = "Building applications with LLMs through composability"
 optional = false
 python-versions = ">=3.9,<4.0"
@@ -2714,98 +2714,6 @@ files = [
 [package.dependencies]
 ptyprocess = ">=0.5"
 
-[[package]]
-name = "pillow"
-version = "11.0.0"
-description = "Python Imaging Library (Fork)"
-optional = false
-python-versions = ">=3.9"
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-    {file = "pillow-11.0.0-pp39-pypy39_pp73-win_amd64.whl", hash = "sha256:7326a1787e3c7b0429659e0a944725e1b03eeaa10edd945a86dead1913383944"},
-    {file = "pillow-11.0.0.tar.gz", hash = "sha256:72bacbaf24ac003fea9bff9837d1eedb6088758d41e100c1552930151f677739"},
-]
-
-[package.extras]
-docs = ["furo", "olefile", "sphinx (>=8.1)", "sphinx-copybutton", "sphinx-inline-tabs", "sphinxext-opengraph"]
-fpx = ["olefile"]
-mic = ["olefile"]
-tests = ["check-manifest", "coverage", "defusedxml", "markdown2", "olefile", "packaging", "pyroma", "pytest", "pytest-cov", "pytest-timeout"]
-typing = ["typing-extensions"]
-xmp = ["defusedxml"]
-
 [[package]]
 name = "platformdirs"
 version = "4.3.6"
@@ -4735,4 +4643,4 @@ type = ["pytest-mypy"]
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.9,<4.0"
-content-hash = "ad9ba0f236f7bd7680df23f6295cab0bdebf47712fc71322265a07ef3ed9af46"
+content-hash = "0244ee785378f72a3826faa0b3b25f95fc06abb01f7c7f40f0c5b15db9cafff5"
diff --git a/libs/community/pyproject.toml b/libs/community/pyproject.toml
index 0162c49238f41..5ae3d22ac2b44 100644
--- a/libs/community/pyproject.toml
+++ b/libs/community/pyproject.toml
@@ -41,7 +41,7 @@ dataclasses-json = ">= 0.5.7, < 0.7"
 pydantic-settings = "^2.4.0"
 langsmith = "^0.1.125"
 httpx-sse = "^0.4.0"
-pillow = "^11.0.0"
+
 [[tool.poetry.dependencies.numpy]]
 version = ">=1.22.4,<2"
 python = "<3.12"

From 3b5426384cb98311f3f708faf725f05d96563d30 Mon Sep 17 00:00:00 2001
From: keenborder786 <21110290@lums.edu.pk>
Date: Sun, 15 Dec 2024 21:10:28 +0500
Subject: [PATCH 06/10] [chore]: Removing Pillow as a Global dependency

---
 .../document_loaders/parsers/pdf.py                    | 10 +++++++++-
 1 file changed, 9 insertions(+), 1 deletion(-)

diff --git a/libs/community/langchain_community/document_loaders/parsers/pdf.py b/libs/community/langchain_community/document_loaders/parsers/pdf.py
index 8767ee0646234..ccedfa31140b8 100644
--- a/libs/community/langchain_community/document_loaders/parsers/pdf.py
+++ b/libs/community/langchain_community/document_loaders/parsers/pdf.py
@@ -18,7 +18,6 @@
 
 import numpy as np
 from langchain_core.documents import Document
-from PIL import Image
 
 from langchain_community.document_loaders.base import BaseBlobParser
 from langchain_community.document_loaders.blob_loaders import Blob
@@ -406,6 +405,13 @@ def __init__(
             text_kwargs: Keyword arguments to pass to ``pdfplumber.Page.extract_text()``
             dedupe: Avoiding the error of duplicate characters if `dedupe=True`.
         """
+        try:
+            import PIL  # noqa:F401
+        except ImportError:
+            raise ImportError(
+                "pillow package not found, please install it with"
+                " `pip install pillow`"
+            )
         self.text_kwargs = text_kwargs or {}
         self.dedupe = dedupe
         self.extract_images = extract_images
@@ -447,6 +453,8 @@ def _process_page_content(self, page: pdfplumber.page.Page) -> str:
 
     def _extract_images_from_page(self, page: pdfplumber.page.Page) -> str:
         """Extract images from page and get the text with RapidOCR."""
+        from PIL import Image
+
         if not self.extract_images:
             return ""
 

From a7ff56f8c5e2076c69d0a88ad0640c693dc41256 Mon Sep 17 00:00:00 2001
From: keenborder786 <21110290@lums.edu.pk>
Date: Sun, 15 Dec 2024 21:13:53 +0500
Subject: [PATCH 07/10] [chore]: Reverted to default poetry config

---
 libs/community/poetry.lock | 1236 +++++++++++++++++++-----------------
 1 file changed, 637 insertions(+), 599 deletions(-)

diff --git a/libs/community/poetry.lock b/libs/community/poetry.lock
index 2ba749f32b104..b67efa31c209b 100644
--- a/libs/community/poetry.lock
+++ b/libs/community/poetry.lock
@@ -1,99 +1,99 @@
-# This file is automatically @generated by Poetry 1.8.4 and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.8.2 and should not be changed by hand.
 
 [[package]]
 name = "aiohappyeyeballs"
-version = "2.4.3"
+version = "2.4.4"
 description = "Happy Eyeballs for asyncio"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "aiohappyeyeballs-2.4.3-py3-none-any.whl", hash = "sha256:8a7a83727b2756f394ab2895ea0765a0a8c475e3c71e98d43d76f22b4b435572"},
-    {file = "aiohappyeyeballs-2.4.3.tar.gz", hash = "sha256:75cf88a15106a5002a8eb1dab212525c00d1f4c0fa96e551c9fbe6f09a621586"},
+    {file = "aiohappyeyeballs-2.4.4-py3-none-any.whl", hash = "sha256:a980909d50efcd44795c4afeca523296716d50cd756ddca6af8c65b996e27de8"},
+    {file = "aiohappyeyeballs-2.4.4.tar.gz", hash = "sha256:5fdd7d87889c63183afc18ce9271f9b0a7d32c2303e394468dd45d514a757745"},
 ]
 
 [[package]]
 name = "aiohttp"
-version = "3.11.7"
+version = "3.11.10"
 description = "Async http client/server framework (asyncio)"
 optional = false
 python-versions = ">=3.9"
 files = [
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 [package.dependencies]
@@ -111,13 +111,13 @@ speedups = ["Brotli", "aiodns (>=3.2.0)", "brotlicffi"]
 
 [[package]]
 name = "aiosignal"
-version = "1.3.1"
+version = "1.3.2"
 description = "aiosignal: a list of registered asynchronous callbacks"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.9"
 files = [
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 ]
 
 [package.dependencies]
@@ -136,24 +136,24 @@ files = [
 
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-version = "4.6.2.post1"
+version = "4.7.0"
 description = "High level compatibility layer for multiple asynchronous event loop implementations"
 optional = false
 python-versions = ">=3.9"
 files = [
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 [package.dependencies]
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 idna = ">=2.8"
 sniffio = ">=1.1"
-typing-extensions = {version = ">=4.1", markers = "python_version < \"3.11\""}
+typing_extensions = {version = ">=4.5", markers = "python_version < \"3.13\""}
 
 [package.extras]
-doc = ["Sphinx (>=7.4,<8.0)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx-rtd-theme"]
-test = ["anyio[trio]", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "truststore (>=0.9.1)", "uvloop (>=0.21.0b1)"]
+doc = ["Sphinx (>=7.4,<8.0)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx_rtd_theme"]
+test = ["anyio[trio]", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "truststore (>=0.9.1)", "uvloop (>=0.21)"]
 trio = ["trio (>=0.26.1)"]
 
 [[package]]
@@ -245,21 +245,18 @@ test = ["dateparser (==1.*)", "pre-commit", "pytest", "pytest-cov", "pytest-mock
 
 [[package]]
 name = "asttokens"
-version = "2.4.1"
+version = "3.0.0"
 description = "Annotate AST trees with source code positions"
 optional = false
-python-versions = "*"
+python-versions = ">=3.8"
 files = [
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-[package.dependencies]
-six = ">=1.12.0"
-
 [package.extras]
-astroid = ["astroid (>=1,<2)", "astroid (>=2,<4)"]
-test = ["astroid (>=1,<2)", "astroid (>=2,<4)", "pytest"]
+astroid = ["astroid (>=2,<4)"]
+test = ["astroid (>=2,<4)", "pytest", "pytest-cov", "pytest-xdist"]
 
 [[package]]
 name = "async-lru"
@@ -359,13 +356,13 @@ css = ["tinycss2 (>=1.1.0,<1.5)"]
 
 [[package]]
 name = "certifi"
-version = "2024.8.30"
+version = "2024.12.14"
 description = "Python package for providing Mozilla's CA Bundle."
 optional = false
 python-versions = ">=3.6"
 files = [
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 ]
 
 [[package]]
@@ -687,73 +684,73 @@ test = ["pytest"]
 
 [[package]]
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+version = "7.6.9"
 description = "Code coverage measurement for Python"
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 python-versions = ">=3.9"
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 ]
 
 [[package]]
@@ -990,13 +987,13 @@ tests = ["asttokens (>=2.1.0)", "coverage", "coverage-enable-subprocess", "ipyth
 
 [[package]]
 name = "fastjsonschema"
-version = "2.20.0"
+version = "2.21.1"
 description = "Fastest Python implementation of JSON schema"
 optional = false
 python-versions = "*"
 files = [
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 ]
 
 [package.extras]
@@ -1248,13 +1245,13 @@ trio = ["trio (>=0.22.0,<1.0)"]
 
 [[package]]
 name = "httpx"
-version = "0.27.2"
+version = "0.28.1"
 description = "The next generation HTTP client."
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -1262,7 +1259,6 @@ anyio = "*"
 certifi = "*"
 httpcore = "==1.*"
 idna = "*"
-sniffio = "*"
 
 [package.extras]
 brotli = ["brotli", "brotlicffi"]
@@ -1736,13 +1732,13 @@ test = ["jupyter-server (>=2.0.0)", "pytest (>=7.0)", "pytest-jupyter[server] (>
 
 [[package]]
 name = "jupyterlab"
-version = "4.3.1"
+version = "4.3.3"
 description = "JupyterLab computational environment"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -1757,7 +1753,7 @@ jupyter-server = ">=2.4.0,<3"
 jupyterlab-server = ">=2.27.1,<3"
 notebook-shim = ">=0.2"
 packaging = "*"
-setuptools = ">=40.1.0"
+setuptools = ">=40.8.0"
 tomli = {version = ">=1.2.2", markers = "python_version < \"3.11\""}
 tornado = ">=6.2.0"
 traitlets = "*"
@@ -1819,7 +1815,7 @@ files = [
 
 [[package]]
 name = "langchain"
-version = "0.3.9"
+version = "0.3.12"
 description = "Building applications with LLMs through composability"
 optional = false
 python-versions = ">=3.9,<4.0"
@@ -1829,9 +1825,9 @@ develop = true
 [package.dependencies]
 aiohttp = "^3.8.3"
 async-timeout = {version = "^4.0.0", markers = "python_version < \"3.11\""}
-langchain-core = "^0.3.21"
-langchain-text-splitters = "^0.3.0"
-langsmith = "^0.1.17"
+langchain-core = "^0.3.25"
+langchain-text-splitters = "^0.3.3"
+langsmith = ">=0.1.17,<0.3"
 numpy = [
     {version = ">=1.22.4,<2", markers = "python_version < \"3.12\""},
     {version = ">=1.26.2,<3", markers = "python_version >= \"3.12\""},
@@ -1848,7 +1844,7 @@ url = "../langchain"
 
 [[package]]
 name = "langchain-core"
-version = "0.3.21"
+version = "0.3.25"
 description = "Building applications with LLMs through composability"
 optional = false
 python-versions = ">=3.9,<4.0"
@@ -1857,7 +1853,7 @@ develop = true
 
 [package.dependencies]
 jsonpatch = "^1.33"
-langsmith = "^0.1.125"
+langsmith = ">=0.1.125,<0.3"
 packaging = ">=23.2,<25"
 pydantic = [
     {version = ">=2.5.2,<3.0.0", markers = "python_full_version < \"3.12.4\""},
@@ -1873,7 +1869,7 @@ url = "../core"
 
 [[package]]
 name = "langchain-tests"
-version = "0.3.4"
+version = "0.3.7"
 description = "Standard tests for LangChain implementations"
 optional = false
 python-versions = ">=3.9,<4.0"
@@ -1881,9 +1877,15 @@ files = []
 develop = true
 
 [package.dependencies]
-httpx = "^0.27.0"
-langchain-core = "^0.3.19"
+httpx = ">=0.25.0,<1"
+langchain-core = "^0.3.22"
+numpy = [
+    {version = ">=1.24.0,<2.0.0", markers = "python_version < \"3.12\""},
+    {version = ">=1.26.2,<3", markers = "python_version >= \"3.12\""},
+]
 pytest = ">=7,<9"
+pytest-asyncio = ">=0.20,<1"
+pytest-socket = ">=0.6.0,<1"
 syrupy = "^4"
 
 [package.source]
@@ -1892,7 +1894,7 @@ url = "../standard-tests"
 
 [[package]]
 name = "langchain-text-splitters"
-version = "0.3.2"
+version = "0.3.3"
 description = "LangChain text splitting utilities"
 optional = false
 python-versions = ">=3.9,<4.0"
@@ -1900,7 +1902,7 @@ files = []
 develop = true
 
 [package.dependencies]
-langchain-core = "^0.3.15"
+langchain-core = "^0.3.25"
 
 [package.source]
 type = "directory"
@@ -1908,13 +1910,13 @@ url = "../text-splitters"
 
 [[package]]
 name = "langsmith"
-version = "0.1.146"
+version = "0.2.3"
 description = "Client library to connect to the LangSmith LLM Tracing and Evaluation Platform."
 optional = false
-python-versions = "<4.0,>=3.8.1"
+python-versions = "<4.0,>=3.9"
 files = [
-    {file = "langsmith-0.1.146-py3-none-any.whl", hash = "sha256:9d062222f1a32c9b047dab0149b24958f988989cd8d4a5f9139ff959a51e59d8"},
-    {file = "langsmith-0.1.146.tar.gz", hash = "sha256:ead8b0b9d5b6cd3ac42937ec48bdf09d4afe7ca1bba22dc05eb65591a18106f8"},
+    {file = "langsmith-0.2.3-py3-none-any.whl", hash = "sha256:4958b6e918f57fedba6ddc55b8534d1e06478bb44c779aa73713ce898ca6ae87"},
+    {file = "langsmith-0.2.3.tar.gz", hash = "sha256:54c231b07fdeb0f8472925074a0ec0ed2cb654a0437d63c6ccf76a9da635900d"},
 ]
 
 [package.dependencies]
@@ -1927,6 +1929,9 @@ pydantic = [
 requests = ">=2,<3"
 requests-toolbelt = ">=1.0.0,<2.0.0"
 
+[package.extras]
+langsmith-pyo3 = ["langsmith-pyo3 (>=0.1.0rc2,<0.2.0)"]
+
 [[package]]
 name = "lark"
 version = "1.2.2"
@@ -2243,13 +2248,13 @@ types-protobuf = ">=4.24"
 
 [[package]]
 name = "nbclient"
-version = "0.10.0"
+version = "0.10.1"
 description = "A client library for executing notebooks. Formerly nbconvert's ExecutePreprocessor."
 optional = false
 python-versions = ">=3.8.0"
 files = [
-    {file = "nbclient-0.10.0-py3-none-any.whl", hash = "sha256:f13e3529332a1f1f81d82a53210322476a168bb7090a0289c795fe9cc11c9d3f"},
-    {file = "nbclient-0.10.0.tar.gz", hash = "sha256:4b3f1b7dba531e498449c4db4f53da339c91d449dc11e9af3a43b4eb5c5abb09"},
+    {file = "nbclient-0.10.1-py3-none-any.whl", hash = "sha256:949019b9240d66897e442888cfb618f69ef23dc71c01cb5fced8499c2cfc084d"},
+    {file = "nbclient-0.10.1.tar.gz", hash = "sha256:3e93e348ab27e712acd46fccd809139e356eb9a31aab641d1a7991a6eb4e6f68"},
 ]
 
 [package.dependencies]
@@ -2260,7 +2265,7 @@ traitlets = ">=5.4"
 
 [package.extras]
 dev = ["pre-commit"]
-docs = ["autodoc-traits", "mock", "moto", "myst-parser", "nbclient[test]", "sphinx (>=1.7)", "sphinx-book-theme", "sphinxcontrib-spelling"]
+docs = ["autodoc-traits", "flaky", "ipykernel (>=6.19.3)", "ipython", "ipywidgets", "mock", "moto", "myst-parser", "nbconvert (>=7.0.0)", "pytest (>=7.0,<8)", "pytest-asyncio", "pytest-cov (>=4.0)", "sphinx (>=1.7)", "sphinx-book-theme", "sphinxcontrib-spelling", "testpath", "xmltodict"]
 test = ["flaky", "ipykernel (>=6.19.3)", "ipython", "ipywidgets", "nbconvert (>=7.0.0)", "pytest (>=7.0,<8)", "pytest-asyncio", "pytest-cov (>=4.0)", "testpath", "xmltodict"]
 
 [[package]]
@@ -2335,26 +2340,26 @@ files = [
 
 [[package]]
 name = "notebook"
-version = "7.0.7"
+version = "7.3.1"
 description = "Jupyter Notebook - A web-based notebook environment for interactive computing"
 optional = false
 python-versions = ">=3.8"
 files = [
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+    {file = "yarl-1.18.3-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:a440a2a624683108a1b454705ecd7afc1c3438a08e890a1513d468671d90a04e"},
+    {file = "yarl-1.18.3-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:09c7907c8548bcd6ab860e5f513e727c53b4a714f459b084f6580b49fa1b9cee"},
+    {file = "yarl-1.18.3-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:b4f6450109834af88cb4cc5ecddfc5380ebb9c228695afc11915a0bf82116789"},
+    {file = "yarl-1.18.3-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:a9ca04806f3be0ac6d558fffc2fdf8fcef767e0489d2684a21912cc4ed0cd1b8"},
+    {file = "yarl-1.18.3-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:77a6e85b90a7641d2e07184df5557132a337f136250caafc9ccaa4a2a998ca2c"},
+    {file = "yarl-1.18.3-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:6333c5a377c8e2f5fae35e7b8f145c617b02c939d04110c76f29ee3676b5f9a5"},
+    {file = "yarl-1.18.3-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:0b3c92fa08759dbf12b3a59579a4096ba9af8dd344d9a813fc7f5070d86bbab1"},
+    {file = "yarl-1.18.3-cp39-cp39-musllinux_1_2_armv7l.whl", hash = "sha256:4ac515b860c36becb81bb84b667466885096b5fc85596948548b667da3bf9f24"},
+    {file = "yarl-1.18.3-cp39-cp39-musllinux_1_2_i686.whl", hash = "sha256:045b8482ce9483ada4f3f23b3774f4e1bf4f23a2d5c912ed5170f68efb053318"},
+    {file = "yarl-1.18.3-cp39-cp39-musllinux_1_2_ppc64le.whl", hash = "sha256:a4bb030cf46a434ec0225bddbebd4b89e6471814ca851abb8696170adb163985"},
+    {file = "yarl-1.18.3-cp39-cp39-musllinux_1_2_s390x.whl", hash = "sha256:54d6921f07555713b9300bee9c50fb46e57e2e639027089b1d795ecd9f7fa910"},
+    {file = "yarl-1.18.3-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:1d407181cfa6e70077df3377938c08012d18893f9f20e92f7d2f314a437c30b1"},
+    {file = "yarl-1.18.3-cp39-cp39-win32.whl", hash = "sha256:ac36703a585e0929b032fbaab0707b75dc12703766d0b53486eabd5139ebadd5"},
+    {file = "yarl-1.18.3-cp39-cp39-win_amd64.whl", hash = "sha256:ba87babd629f8af77f557b61e49e7c7cac36f22f871156b91e10a6e9d4f829e9"},
+    {file = "yarl-1.18.3-py3-none-any.whl", hash = "sha256:b57f4f58099328dfb26c6a771d09fb20dbbae81d20cfb66141251ea063bd101b"},
+    {file = "yarl-1.18.3.tar.gz", hash = "sha256:ac1801c45cbf77b6c99242eeff4fffb5e4e73a800b5c4ad4fc0be5def634d2e1"},
 ]
 
 [package.dependencies]
@@ -4643,4 +4681,4 @@ type = ["pytest-mypy"]
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.9,<4.0"
-content-hash = "0244ee785378f72a3826faa0b3b25f95fc06abb01f7c7f40f0c5b15db9cafff5"
+content-hash = "5124ac44f45015639bc7e6fd1121aeca0084256ca3594e16470a2efd53462452"

From 4bfc4b3412bd6f8eb8a2ffedb68a51711df64ea6 Mon Sep 17 00:00:00 2001
From: keenborder786 <21110290@lums.edu.pk>
Date: Sun, 15 Dec 2024 21:15:43 +0500
Subject: [PATCH 08/10] [chore]: removing the added dependencies

---
 libs/community/tests/unit_tests/test_dependencies.py | 5 ++---
 1 file changed, 2 insertions(+), 3 deletions(-)

diff --git a/libs/community/tests/unit_tests/test_dependencies.py b/libs/community/tests/unit_tests/test_dependencies.py
index 39d8acd4c5f60..a5c8c7c12c100 100644
--- a/libs/community/tests/unit_tests/test_dependencies.py
+++ b/libs/community/tests/unit_tests/test_dependencies.py
@@ -44,15 +44,14 @@ def test_required_dependencies(poetry_conf: Mapping[str, Any]) -> None:
             "aiohttp",
             "dataclasses-json",
             "httpx-sse",
-            "langchain",
             "langchain-core",
             "langsmith",
             "numpy",
-            "pillow",
-            "pydantic-settings",
             "python",
             "requests",
+            "pydantic-settings",
             "tenacity",
+            "langchain",
         ]
     )
 

From f19372616a6f046bbb932b8b67f5b5556577217a Mon Sep 17 00:00:00 2001
From: keenborder786 <21110290@lums.edu.pk>
Date: Sun, 15 Dec 2024 21:17:17 +0500
Subject: [PATCH 09/10] [chore]: removing the added dependencies

---
 libs/community/pyproject.toml | 1 -
 1 file changed, 1 deletion(-)

diff --git a/libs/community/pyproject.toml b/libs/community/pyproject.toml
index 9ce03842d933a..664d7c1d9f3a6 100644
--- a/libs/community/pyproject.toml
+++ b/libs/community/pyproject.toml
@@ -41,7 +41,6 @@ dataclasses-json = ">= 0.5.7, < 0.7"
 pydantic-settings = "^2.4.0"
 langsmith = ">=0.1.125,<0.3"
 httpx-sse = "^0.4.0"
-
 [[tool.poetry.dependencies.numpy]]
 version = ">=1.22.4,<2"
 python = "<3.12"

From 144a6f895a08a505ce521dd36e2e9379836ada74 Mon Sep 17 00:00:00 2001
From: Chester Curme <chester.curme@gmail.com>
Date: Wed, 18 Dec 2024 11:39:11 -0500
Subject: [PATCH 10/10] retain old behavior for images that are not 1 bit

---
 .../document_loaders/parsers/pdf.py           | 28 +++++++++++--------
 1 file changed, 16 insertions(+), 12 deletions(-)

diff --git a/libs/community/langchain_community/document_loaders/parsers/pdf.py b/libs/community/langchain_community/document_loaders/parsers/pdf.py
index a6b95d9a8f16d..702d5998dd7c2 100644
--- a/libs/community/langchain_community/document_loaders/parsers/pdf.py
+++ b/libs/community/langchain_community/document_loaders/parsers/pdf.py
@@ -482,19 +482,23 @@ def _extract_images_from_page(self, page: pdfplumber.page.Page) -> str:
 
         images = []
         for img in page.images:
-            if (
-                img["stream"]["BitsPerComponent"] == 1
-                and img["stream"]["Filter"].name in _PDF_FILTER_WITHOUT_LOSS
-            ):
-                images.append(
-                    np.array(
-                        Image.frombytes(
-                            "1",
-                            (img["stream"]["Width"], img["stream"]["Height"]),
-                            img["stream"].get_data(),
-                        ).convert("L")
+            if img["stream"]["Filter"].name in _PDF_FILTER_WITHOUT_LOSS:
+                if img["stream"]["BitsPerComponent"] == 1:
+                    images.append(
+                        np.array(
+                            Image.frombytes(
+                                "1",
+                                (img["stream"]["Width"], img["stream"]["Height"]),
+                                img["stream"].get_data(),
+                            ).convert("L")
+                        )
+                    )
+                else:
+                    images.append(
+                        np.frombuffer(img["stream"].get_data(), dtype=np.uint8).reshape(
+                            img["stream"]["Height"], img["stream"]["Width"], -1
+                        )
                     )
-                )
             elif img["stream"]["Filter"].name in _PDF_FILTER_WITH_LOSS:
                 images.append(img["stream"].get_data())
             else: