Bump to newer google client lib

benchmarks/overall/scorers/llm.py

@@ -4,8 +4,8 @@ import time
 from typing import List
 
 from PIL import Image
-from google.ai.generativelanguage_v1beta.types import content
-from google.api_core.exceptions import ResourceExhausted
+from google.genai.errors import APIError
+from google import genai
 import pypdfium2 as pdfium
 
 from benchmarks.overall.scorers import BaseScorer, BlockScores
@@ -106,15 +106,14 @@ class LLMScorer(BaseScorer):
         req_keys = text_keys + score_keys
         properties = {}
         for key in req_keys:
-            content_type = content.Type.INTEGER if key in score_keys else content.Type.STRING
-            properties[key] = content.Schema(type=content_type)
-
-        response_schema = content.Schema(
-            type=content.Type.OBJECT,
-            required=req_keys,
-            properties=properties
-        )
+            content_type = "INTEGER" if key in score_keys else "STRING"
+            properties[key] = {"type": content_type}
 
+        response_schema = {
+            "required": req_keys,
+            "properties": properties,
+            "type": "OBJECT"
+        }
         prompt = rating_prompt.replace("{{markdown}}", markdown)
         response = self.llm_response_wrapper([img, prompt], response_schema)
         assert all([k in response for k in req_keys]), f"Missing keys in response: {response}"
@@ -124,23 +123,23 @@ class LLMScorer(BaseScorer):
         }
 
     def llm_response_wrapper(self, prompt, response_schema, depth=0):
-        import google.generativeai as genai
-        genai.configure(api_key=settings.GOOGLE_API_KEY)
-        gemini_model = genai.GenerativeModel("gemini-2.0-flash")
+        client = genai.Client(
+            api_key=settings.GOOGLE_API_KEY,
+            http_options={"timeout": 60000}
+        )
         try:
-            responses = gemini_model.generate_content(
-                prompt,
-                stream=False,
-                generation_config={
+            responses = client.models.generate_content(
+                model="gemini-2.0-flash",
+                contents=prompt,
+                config={
                     "temperature": 0,
                     "response_schema": response_schema,
                     "response_mime_type": "application/json",
                 },
-                request_options={'timeout': 60}
             )
             output = responses.candidates[0].content.parts[0].text
             return json.loads(output)
-        except ResourceExhausted as e:
+        except APIError as e:
             print(f"Hit Gemini rate limit, waiting 120 seconds")
             time.sleep(120)
             if depth > 2:

benchmarks/table/gemini.py

@@ -1,7 +1,10 @@
 import json
 from PIL import Image
-import google.generativeai as genai
-from google.ai.generativelanguage_v1beta.types import content
+from google import genai
+from google.genai import types
+from io import BytesIO
+from pydantic import BaseModel
+
 from marker.settings import settings
 
 prompt = """
@@ -19,30 +22,26 @@ Guidelines:
 3. Output only the HTML for the table, starting with the <table> tag and ending with the </table> tag.
 """.strip()
 
-genai.configure(api_key=settings.GOOGLE_API_KEY)
+class TableSchema(BaseModel):
+    table_html: str
 
 def gemini_table_rec(image: Image.Image):
-    schema = content.Schema(
-        type=content.Type.OBJECT,
-        required=["table_html"],
-        properties={
-            "table_html": content.Schema(
-                type=content.Type.STRING,
-            )
-        }
+    client = genai.Client(
+        api_key=settings.GOOGLE_API_KEY,
+        http_options={"timeout": 60000}
     )
 
-    model = genai.GenerativeModel("gemini-2.0-flash")
+    image_bytes = BytesIO()
+    image.save(image_bytes, format="PNG")
 
-    responses = model.generate_content(
-        [image, prompt],  # According to gemini docs, it performs better if the image is the first element
-        stream=False,
-        generation_config={
+    responses = client.models.generate_content(
+        model="gemini-2.0-flash",
+        contents=[types.Part.from_bytes(data=image_bytes.getvalue(), mime_type="image/png"), prompt],  # According to gemini docs, it performs better if the image is the first element
+        config={
             "temperature": 0,
-            "response_schema": schema,
+            "response_schema": TableSchema,
             "response_mime_type": "application/json",
         },
-        request_options={'timeout': 60}
     )
 
     output = responses.candidates[0].content.parts[0].text

marker/builders/llm_layout.py

@@ -1,10 +1,10 @@
 from concurrent.futures import ThreadPoolExecutor, as_completed
 from typing import Annotated
 
-from google.ai.generativelanguage_v1beta.types import content
 from surya.layout import LayoutPredictor
 from surya.ocr_error import OCRErrorPredictor
 from tqdm import tqdm
+from pydantic import BaseModel
 
 from marker.builders.layout import LayoutBuilder
 from marker.processors.llm import GoogleModel
@@ -41,7 +41,7 @@ class LLMLayoutBuilder(LayoutBuilder):
     max_retries: Annotated[
         int,
         "The maximum number of retries to use for the Gemini model.",
-    ] = 3
+    ] = 2
     max_concurrency: Annotated[
         int,
         "The maximum number of concurrent requests to make to the Gemini model.",
@@ -158,21 +158,15 @@ Respond only with one of `Figure`, `Picture`, `ComplexRegion`, `Table`, or `Form
 
     def process_block_relabeling(self, document: Document, page: PageGroup, block: Block, prompt: str):
         image = self.extract_image(document, block)
-        response_schema = content.Schema(
-            type=content.Type.OBJECT,
-            enum=[],
-            required=["image_description", "label"],
-            properties={
-                "image_description": content.Schema(
-                    type=content.Type.STRING,
-                ),
-                "label": content.Schema(
-                    type=content.Type.STRING,
-                ),
-            },
-        )
 
-        response = self.model.generate_response(prompt, image, block, response_schema)
+        response = self.model.generate_response(
+            prompt,
+            image,
+            block,
+            LayoutSchema,
+            max_retries=self.max_retries,
+            timeout=self.timeout
+        )
         generated_label = None
         if response and "label" in response:
             generated_label = response["label"]
@@ -188,3 +182,8 @@ Respond only with one of `Figure`, `Picture`, `ComplexRegion`, `Table`, or `Form
 
     def extract_image(self, document: Document, image_block: Block, expand: float = 0.01):
         return image_block.get_image(document, highres=False, expansion=(expand, expand))
+
+
+class LayoutSchema(BaseModel):
+    image_description: str
+    label: str

marker/converters/pdf.py

@@ -76,7 +76,6 @@ class PdfConverter(BaseConverter):
         LLMTableMergeProcessor,
         LLMFormProcessor,
         TextProcessor,
-        LLMTextProcessor,
         LLMComplexRegionProcessor,
         LLMImageDescriptionProcessor,
         LLMEquationProcessor,

marker/processors/llm/llm_complex.py

@@ -1,9 +1,8 @@
 import markdown2
+from pydantic import BaseModel
 
 from marker.processors.llm import BaseLLMProcessor
 
-from google.ai.generativelanguage_v1beta.types import content
-
 from marker.schema import BlockTypes
 from marker.schema.blocks import Block
 from marker.schema.document import Document
@@ -55,18 +54,8 @@ Output:
         text = block.raw_text(document)
         prompt = self.complex_region_prompt.replace("{extracted_text}", text)
         image = self.extract_image(document, block)
-        response_schema = content.Schema(
-            type=content.Type.OBJECT,
-            enum=[],
-            required=["corrected_markdown"],
-            properties={
-                "corrected_markdown": content.Schema(
-                    type=content.Type.STRING
-                )
-            },
-        )
 
-        response = self.model.generate_response(prompt, image, block, response_schema)
+        response = self.model.generate_response(prompt, image, block, ComplexSchema)
 
         if not response or "corrected_markdown" not in response:
             block.update_metadata(llm_error_count=1)
@@ -85,4 +74,7 @@ Output:
 
         # Convert LLM markdown to html
         corrected_markdown = corrected_markdown.strip().lstrip("```markdown").rstrip("```").strip()
-        block.html = markdown2.markdown(corrected_markdown, extras=["tables"])
+        block.html = markdown2.markdown(corrected_markdown, extras=["tables"])
+
+class ComplexSchema(BaseModel):
+    corrected_markdown: str

marker/processors/llm/llm_equation.py

@@ -1,6 +1,6 @@
-from marker.processors.llm import BaseLLMProcessor
+from pydantic import BaseModel
 
-from google.ai.generativelanguage_v1beta.types import content
+from marker.processors.llm import BaseLLMProcessor
 
 from marker.schema import BlockTypes
 from marker.schema.blocks import Equation
@@ -67,18 +67,8 @@ Output:
         prompt = self.equation_latex_prompt.replace("{equation}", text)
 
         image = self.extract_image(document, block)
-        response_schema = content.Schema(
-            type=content.Type.OBJECT,
-            enum=[],
-            required=["html_equation"],
-            properties={
-                "html_equation": content.Schema(
-                    type=content.Type.STRING
-                )
-            },
-        )
 
-        response = self.model.generate_response(prompt, image, block, response_schema)
+        response = self.model.generate_response(prompt, image, block, EquationSchema)
 
         if not response or "html_equation" not in response:
             block.update_metadata(llm_error_count=1)
@@ -89,3 +79,6 @@ Output:
             block.update_metadata(llm_error_count=1)
             return
         block.html = html_equation
+
+class EquationSchema(BaseModel):
+    html_equation: str

marker/processors/llm/llm_form.py

@@ -1,6 +1,6 @@
-from marker.processors.llm import BaseLLMProcessor
+from pydantic import BaseModel
 
-from google.ai.generativelanguage_v1beta.types import content
+from marker.processors.llm import BaseLLMProcessor
 
 from marker.schema import BlockTypes
 from marker.schema.blocks import Block
@@ -73,18 +73,8 @@ Output:
         prompt = self.form_rewriting_prompt.replace("{block_html}", block_html)
 
         image = self.extract_image(document, block)
-        response_schema = content.Schema(
-            type=content.Type.OBJECT,
-            enum=[],
-            required=["corrected_html"],
-            properties={
-                "corrected_html": content.Schema(
-                    type=content.Type.STRING
-                )
-            },
-        )
 
-        response = self.model.generate_response(prompt, image, block, response_schema)
+        response = self.model.generate_response(prompt, image, block, FormSchema)
 
         if not response or "corrected_html" not in response:
             block.update_metadata(llm_error_count=1)
@@ -102,4 +92,7 @@ Output:
             return
 
         corrected_html = corrected_html.strip().lstrip("```html").rstrip("```").strip()
-        block.html = corrected_html
+        block.html = corrected_html
+
+class FormSchema(BaseModel):
+    corrected_html: str

marker/processors/llm/llm_handwriting.py

@@ -1,9 +1,8 @@
 import markdown2
+from pydantic import BaseModel
 
 from marker.processors.llm import BaseLLMProcessor
 
-from google.ai.generativelanguage_v1beta.types import content
-
 from marker.schema import BlockTypes
 from marker.schema.blocks import Handwriting, Text
 from marker.schema.document import Document
@@ -49,18 +48,8 @@ Formatting should be in markdown, with the following rules:
         prompt = self.handwriting_generation_prompt
 
         image = self.extract_image(document, block)
-        response_schema = content.Schema(
-            type=content.Type.OBJECT,
-            enum=[],
-            required=["markdown"],
-            properties={
-                "markdown": content.Schema(
-                    type=content.Type.STRING
-                )
-            },
-        )
-
-        response = self.model.generate_response(prompt, image, block, response_schema)
+
+        response = self.model.generate_response(prompt, image, block, HandwritingSchema)
 
         if not response or "markdown" not in response:
             block.update_metadata(llm_error_count=1)
@@ -73,3 +62,6 @@ Formatting should be in markdown, with the following rules:
 
         markdown = markdown.strip().lstrip("```markdown").rstrip("```").strip()
         block.html = markdown2.markdown(markdown, extras=["tables"])
+
+class HandwritingSchema(BaseModel):
+    markdown: str

marker/processors/llm/llm_image_description.py

@@ -1,6 +1,6 @@
-from marker.processors.llm import BaseLLMProcessor
+from pydantic import BaseModel
 
-from google.ai.generativelanguage_v1beta.types import content
+from marker.processors.llm import BaseLLMProcessor
 
 from marker.schema import BlockTypes
 from marker.schema.blocks import Block
@@ -49,18 +49,8 @@ In this figure, a bar chart titled "Fruit Preference Survey" is showing the numb
 
         prompt = self.image_description_prompt.replace("{raw_text}", block.raw_text(document))
         image = self.extract_image(document, block)
-        response_schema = content.Schema(
-            type=content.Type.OBJECT,
-            enum=[],
-            required=["image_description"],
-            properties={
-                "image_description": content.Schema(
-                    type=content.Type.STRING
-                )
-            },
-        )
 
-        response = self.model.generate_response(prompt, image, block, response_schema)
+        response = self.model.generate_response(prompt, image, block, ImageSchema)
 
         if not response or "image_description" not in response:
             block.update_metadata(llm_error_count=1)
@@ -72,3 +62,6 @@ In this figure, a bar chart titled "Fruit Preference Survey" is showing the numb
             return
 
         block.description = image_description
+
+class ImageSchema(BaseModel):
+    image_description: str

marker/processors/llm/llm_table.py

@@ -1,8 +1,8 @@
 from typing import Annotated, List, Tuple
 
 from bs4 import BeautifulSoup
-from google.ai.generativelanguage_v1beta.types import content
 from PIL import Image
+from pydantic import BaseModel
 
 from marker.processors.llm import BaseLLMProcessor
 from marker.schema import BlockTypes
@@ -133,18 +133,7 @@ No corrections needed.
     def rewrite_single_chunk(self, page: PageGroup, block: Block, block_html: str, children: List[TableCell], image: Image.Image):
         prompt = self.table_rewriting_prompt.replace("{block_html}", block_html)
 
-        response_schema = content.Schema(
-            type=content.Type.OBJECT,
-            enum=[],
-            required=["corrected_html"],
-            properties={
-                "corrected_html": content.Schema(
-                    type=content.Type.STRING
-                )
-            },
-        )
-
-        response = self.model.generate_response(prompt, image, block, response_schema)
+        response = self.model.generate_response(prompt, image, block, TableSchema)
 
         if not response or "corrected_html" not in response:
             block.update_metadata(llm_error_count=1)
@@ -246,3 +235,6 @@ No corrections needed.
                 cur_col += colspan
 
         return cells
+
+class TableSchema(BaseModel):
+    correct_html: str

marker/processors/llm/llm_table_merge.py

@@ -1,7 +1,7 @@
 from concurrent.futures import ThreadPoolExecutor, as_completed
 from typing import Annotated, List, Tuple, Literal
 
-from google.ai.generativelanguage_v1beta.types import content
+from pydantic import BaseModel
 from tqdm import tqdm
 from PIL import Image
 
@@ -234,36 +234,11 @@ Table 2
 
             prompt = self.table_merge_prompt.replace("{{table1}}", start_html).replace("{{table2}}", curr_html)
 
-            response_schema = content.Schema(
-                type=content.Type.OBJECT,
-                enum=[],
-                required=["table1_description", "table2_description", "explanation", "merge", "direction"],
-                properties={
-                    "table1_description": content.Schema(
-                        type=content.Type.STRING
-                    ),
-                    "table2_description": content.Schema(
-                        type=content.Type.STRING
-                    ),
-                    "explanation": content.Schema(
-                        type=content.Type.STRING
-                    ),
-                    "merge": content.Schema(
-                        type=content.Type.STRING,
-                        enum=["true", "false"]
-                    ),
-                    "direction": content.Schema(
-                        type=content.Type.STRING,
-                        enum=["bottom", "right"]
-                    ),
-                },
-            )
-
             response = self.model.generate_response(
                 prompt,
                 [start_image, curr_image],
                 curr_block,
-                response_schema
+                MergeSchema,
             )
 
             if not response or ("direction" not in response or "merge" not in response):
@@ -335,4 +310,12 @@ Table 2
             new_img = Image.new('RGB', (new_width, new_height), 'white')
             new_img.paste(image1, (0, 0))
             new_img.paste(image2, (0, h1))
-        return new_img
+        return new_img
+
+
+class MergeSchema(BaseModel):
+    table1_description: str
+    table2_description: str
+    explanation: str
+    merge: Literal["true", "false"]
+    direction: Literal["bottom", "right"]

marker/processors/llm/llm_text.py

@@ -1,153 +0,0 @@
-import json
-import textwrap
-
-from marker.processors.llm import BaseLLMProcessor
-from bs4 import BeautifulSoup
-from google.ai.generativelanguage_v1beta.types import content
-from marker.schema import BlockTypes
-from marker.schema.blocks import Block
-from marker.schema.document import Document
-from marker.schema.groups.page import PageGroup
-from marker.schema.registry import get_block_class
-from marker.schema.text.span import Span
-
-
-class LLMTextProcessor(BaseLLMProcessor):
-    block_types = (BlockTypes.TextInlineMath,)
-    text_math_rewriting_prompt = """You are a text correction expert specializing in accurately reproducing text from images.
-You will receive an image of a text block and a set of extracted lines corresponding to the text in the image.
-Your task is to correct any errors in the extracted lines, including math, formatting, and other inaccuracies, and output the corrected lines in a JSON format.
-The number of output lines MUST match the number of input lines.  Stay as faithful to the original text as possible.
-
-**Instructions:**
-
-1. Carefully examine the provided text block image .
-2. Analyze the extracted lines.
-3. For each extracted line, compare it to the corresponding line in the image.
-4. Correct any errors in the extracted line, including:
-    * Inline math: Ensure all mathematical expressions are correctly formatted and rendered.
-    * Formatting: Maintain consistent formatting with the text block image, including spacing, indentation, and special characters.
-    * Other inaccuracies:  If the image is handwritten then you may correct any spelling errors, or other discrepancies.
-5. Do not remove any formatting i.e bold, italics, etc from the extracted lines unless it is necessary to correct the error.
-6. Ensure that inline math is properly with inline math tags.
-7. The number of corrected lines in the output MUST equal the number of extracted lines provided in the input. Do not add or remove lines.
-8. Output the corrected lines in JSON format with a "lines" field, as shown in the example below.
-
-**Example:**
-
-Input:
-```
-{
- "extracted_lines": [
-  "Adversarial training (AT) [23], which aims to minimize\n",
-  "the model's risk under the worst-case perturbations, is cur-\n",
-  "rently the most effective approach for improving the robust-\n",
-  "ness of deep neural networks. For a given neural network\n",
-  "f(x, w) with parameters w, the optimization objective of\n",
-  "AT can be formulated as follows:\n"
- ]
-}
-```
-
-Output:
-
-```json
-{
- "corrected_lines": [
-  "Adversarial training (AT) [23], which aims to minimize\n",
-  "the model's risk under the worst-case perturbations, is cur-\n",
-  "rently the most effective approach for improving the robust-\n",
-  "ness of deep neural networks. For a given neural network\n",
-  "<math>f(x, w)</math> with parameters <math>w</math>, the optimization objective of\n",
-  "AT can be formulated as follows:\n"
- ]
-}
-```
-
-**Input:**
-```json
-{extracted_lines}
-```
-"""
-
-    def process_rewriting(self, document: Document, page: PageGroup, block: Block):
-        SpanClass: Span = get_block_class(BlockTypes.Span)
-
-        text_lines = block.contained_blocks(document, (BlockTypes.Line,))
-        extracted_lines = [line.formatted_text(document) for line in text_lines]
-
-        prompt = self.text_math_rewriting_prompt.replace("{extracted_lines}", json.dumps({"extracted_lines": extracted_lines}, indent=2))
-        image = self.extract_image(document, block)
-        response_schema = content.Schema(
-            type=content.Type.OBJECT,
-            enum=[],
-            required=["corrected_lines"],
-            properties={
-                "corrected_lines": content.Schema(
-                    type=content.Type.ARRAY,
-                    items=content.Schema(
-                        type=content.Type.STRING,
-                    ),
-                )
-            },
-        )
-
-        response = self.model.generate_response(prompt, image, block, response_schema)
-        if not response or "corrected_lines" not in response:
-            block.update_metadata(llm_error_count=1)
-            return
-
-        corrected_lines = response["corrected_lines"]
-        if not corrected_lines or len(corrected_lines) != len(extracted_lines):
-            block.update_metadata(llm_error_count=1)
-            return
-
-        for text_line, corrected_text in zip(text_lines, corrected_lines):
-            text_line.structure = []
-            corrected_spans = self.text_to_spans(corrected_text)
-
-            for span_idx, span in enumerate(corrected_spans):
-                if span_idx == len(corrected_spans) - 1:
-                    span['content'] += "\n"
-
-                span_block = page.add_full_block(
-                    SpanClass(
-                        polygon=text_line.polygon,
-                        text=span['content'],
-                        font='Unknown',
-                        font_weight=0,
-                        font_size=0,
-                        minimum_position=0,
-                        maximum_position=0,
-                        formats=[span['type']],
-                        page_id=text_line.page_id,
-                        text_extraction_method="gemini",
-                    )
-                )
-                text_line.structure.append(span_block.id)
-
-    def text_to_spans(self, text):
-        soup = BeautifulSoup(text, 'html.parser')
-
-        tag_types = {
-            'b': 'bold',
-            'i': 'italic',
-            'math': 'math'
-        }
-        spans = []
-
-        for element in soup.descendants:
-            if not len(list(element.parents)) == 1:
-                continue
-            if element.name in tag_types:
-                spans.append({
-                    'type': tag_types[element.name],
-                    'content': element.get_text()
-                })
-            elif element.string:
-                spans.append({
-                    'type': 'plain',
-                    'content': element.string
-                })
-
-        return spans

marker/processors/llm/utils.py

@@ -1,13 +1,16 @@
 import json
 import time
+from io import BytesIO
 from typing import List
 
 import PIL
-import google.generativeai as genai
-from google.ai.generativelanguage_v1beta.types import content
-from google.api_core.exceptions import ResourceExhausted
+from google import genai
+from google.genai import types
+from google.genai.errors import APIError
+from pydantic import BaseModel
 
 from marker.schema.blocks import Block
+from marker.settings import settings
 
 
 class GoogleModel:
@@ -17,45 +20,59 @@ class GoogleModel:
 
         self.api_key = api_key
         self.model_name = model_name
-        self.model = self.configure_google_model()
 
-    def configure_google_model(self):
-        genai.configure(api_key=self.api_key)
-        return genai.GenerativeModel(self.model_name)
+    def get_google_client(self, timeout: int = 60):
+        return genai.Client(
+            api_key=settings.GOOGLE_API_KEY,
+            http_options={"timeout": timeout * 1000} # Convert to milliseconds
+        )
+
+    def img_to_bytes(self, img: PIL.Image.Image):
+        image_bytes = BytesIO()
+        img.save(image_bytes, format="PNG")
+        return image_bytes.getvalue()
 
     def generate_response(
             self,
             prompt: str,
             image: PIL.Image.Image | List[PIL.Image.Image],
             block: Block,
-            response_schema: content.Schema,
-            max_retries: int = 3,
+            response_schema: type[BaseModel],
+            max_retries: int = 2,
             timeout: int = 60
     ):
         if not isinstance(image, list):
             image = [image]
+
+        client = self.get_google_client(timeout=timeout)
+        image_parts = [types.Part.from_bytes(data=self.img_to_bytes(img), mime_type="image/png") for img in image]
+
         tries = 0
         while tries < max_retries:
             try:
-                responses = self.model.generate_content(
-                    image + [prompt], # According to gemini docs, it performs better if the image is the first element
-                    stream=False,
-                    generation_config={
+                responses = client.models.generate_content(
+                    model="gemini-2.0-flash",
+                    contents=image_parts + [prompt], # According to gemini docs, it performs better if the image is the first element
+                    config={
                         "temperature": 0,
                         "response_schema": response_schema,
                         "response_mime_type": "application/json",
-                    },
-                    request_options={'timeout': timeout}
+                    }
                 )
                 output = responses.candidates[0].content.parts[0].text
                 total_tokens = responses.usage_metadata.total_token_count
                 block.update_metadata(llm_tokens_used=total_tokens, llm_request_count=1)
                 return json.loads(output)
-            except ResourceExhausted as e:
-                tries += 1
-                wait_time = tries * 3
-                print(f"ResourceExhausted: {e}. Retrying in {wait_time} seconds... (Attempt {tries}/{max_retries})")
-                time.sleep(wait_time)
+            except APIError as e:
+                if e.code == 429:
+                    # Rate limit exceeded
+                    tries += 1
+                    wait_time = tries * 3
+                    print(f"APIError: {e}. Retrying in {wait_time} seconds... (Attempt {tries}/{max_retries})")
+                    time.sleep(wait_time)
+                else:
+                    print(e)
+                    break
             except Exception as e:
                 print(e)
                 break

poetry.lock

@@ -13,87 +13,92 @@ files = [
 
 [[package]]
 name = "aiohttp"
-version = "3.11.11"
+version = "3.11.12"
 description = "Async http client/server framework (asyncio)"
 optional = false
 python-versions = ">=3.9"
 files = [
-    {file = "aiohttp-3.11.11-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:a60804bff28662cbcf340a4d61598891f12eea3a66af48ecfdc975ceec21e3c8"},
-    {file = "aiohttp-3.11.11-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:4b4fa1cb5f270fb3eab079536b764ad740bb749ce69a94d4ec30ceee1b5940d5"},
-    {file = "aiohttp-3.11.11-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:731468f555656767cda219ab42e033355fe48c85fbe3ba83a349631541715ba2"},
-    {file = "aiohttp-3.11.11-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:cb23d8bb86282b342481cad4370ea0853a39e4a32a0042bb52ca6bdde132df43"},
-    {file = "aiohttp-3.11.11-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:f047569d655f81cb70ea5be942ee5d4421b6219c3f05d131f64088c73bb0917f"},
-    {file = "aiohttp-3.11.11-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:dd7659baae9ccf94ae5fe8bfaa2c7bc2e94d24611528395ce88d009107e00c6d"},
-    {file = "aiohttp-3.11.11-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:af01e42ad87ae24932138f154105e88da13ce7d202a6de93fafdafb2883a00ef"},
-    {file = "aiohttp-3.11.11-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:5854be2f3e5a729800bac57a8d76af464e160f19676ab6aea74bde18ad19d438"},
-    {file = "aiohttp-3.11.11-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:6526e5fb4e14f4bbf30411216780c9967c20c5a55f2f51d3abd6de68320cc2f3"},
-    {file = "aiohttp-3.11.11-cp310-cp310-musllinux_1_2_i686.whl", hash = "sha256:85992ee30a31835fc482468637b3e5bd085fa8fe9392ba0bdcbdc1ef5e9e3c55"},
-    {file = "aiohttp-3.11.11-cp310-cp310-musllinux_1_2_ppc64le.whl", hash = "sha256:88a12ad8ccf325a8a5ed80e6d7c3bdc247d66175afedbe104ee2aaca72960d8e"},
-    {file = "aiohttp-3.11.11-cp310-cp310-musllinux_1_2_s390x.whl", hash = "sha256:0a6d3fbf2232e3a08c41eca81ae4f1dff3d8f1a30bae415ebe0af2d2458b8a33"},
-    {file = "aiohttp-3.11.11-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:84a585799c58b795573c7fa9b84c455adf3e1d72f19a2bf498b54a95ae0d194c"},
-    {file = "aiohttp-3.11.11-cp310-cp310-win32.whl", hash = "sha256:bfde76a8f430cf5c5584553adf9926534352251d379dcb266ad2b93c54a29745"},
-    {file = "aiohttp-3.11.11-cp310-cp310-win_amd64.whl", hash = "sha256:0fd82b8e9c383af11d2b26f27a478640b6b83d669440c0a71481f7c865a51da9"},
-    {file = "aiohttp-3.11.11-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:ba74ec819177af1ef7f59063c6d35a214a8fde6f987f7661f4f0eecc468a8f76"},
-    {file = "aiohttp-3.11.11-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:4af57160800b7a815f3fe0eba9b46bf28aafc195555f1824555fa2cfab6c1538"},
-    {file = "aiohttp-3.11.11-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:ffa336210cf9cd8ed117011085817d00abe4c08f99968deef0013ea283547204"},
-    {file = "aiohttp-3.11.11-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:81b8fe282183e4a3c7a1b72f5ade1094ed1c6345a8f153506d114af5bf8accd9"},
-    {file = "aiohttp-3.11.11-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:3af41686ccec6a0f2bdc66686dc0f403c41ac2089f80e2214a0f82d001052c03"},
-    {file = "aiohttp-3.11.11-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:70d1f9dde0e5dd9e292a6d4d00058737052b01f3532f69c0c65818dac26dc287"},
-    {file = "aiohttp-3.11.11-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:249cc6912405917344192b9f9ea5cd5b139d49e0d2f5c7f70bdfaf6b4dbf3a2e"},
-    {file = "aiohttp-3.11.11-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:0eb98d90b6690827dcc84c246811feeb4e1eea683c0eac6caed7549be9c84665"},
-    {file = "aiohttp-3.11.11-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:ec82bf1fda6cecce7f7b915f9196601a1bd1a3079796b76d16ae4cce6d0ef89b"},
-    {file = "aiohttp-3.11.11-cp311-cp311-musllinux_1_2_i686.whl", hash = "sha256:9fd46ce0845cfe28f108888b3ab17abff84ff695e01e73657eec3f96d72eef34"},
-    {file = "aiohttp-3.11.11-cp311-cp311-musllinux_1_2_ppc64le.whl", hash = "sha256:bd176afcf8f5d2aed50c3647d4925d0db0579d96f75a31e77cbaf67d8a87742d"},
-    {file = "aiohttp-3.11.11-cp311-cp311-musllinux_1_2_s390x.whl", hash = "sha256:ec2aa89305006fba9ffb98970db6c8221541be7bee4c1d027421d6f6df7d1ce2"},
-    {file = "aiohttp-3.11.11-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:92cde43018a2e17d48bb09c79e4d4cb0e236de5063ce897a5e40ac7cb4878773"},
-    {file = "aiohttp-3.11.11-cp311-cp311-win32.whl", hash = "sha256:aba807f9569455cba566882c8938f1a549f205ee43c27b126e5450dc9f83cc62"},
-    {file = "aiohttp-3.11.11-cp311-cp311-win_amd64.whl", hash = "sha256:ae545f31489548c87b0cced5755cfe5a5308d00407000e72c4fa30b19c3220ac"},
-    {file = "aiohttp-3.11.11-cp312-cp312-macosx_10_13_universal2.whl", hash = "sha256:e595c591a48bbc295ebf47cb91aebf9bd32f3ff76749ecf282ea7f9f6bb73886"},
-    {file = "aiohttp-3.11.11-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:3ea1b59dc06396b0b424740a10a0a63974c725b1c64736ff788a3689d36c02d2"},
-    {file = "aiohttp-3.11.11-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:8811f3f098a78ffa16e0ea36dffd577eb031aea797cbdba81be039a4169e242c"},
-    {file = "aiohttp-3.11.11-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:bd7227b87a355ce1f4bf83bfae4399b1f5bb42e0259cb9405824bd03d2f4336a"},
-    {file = "aiohttp-3.11.11-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:d40f9da8cabbf295d3a9dae1295c69975b86d941bc20f0a087f0477fa0a66231"},
-    {file = "aiohttp-3.11.11-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:ffb3dc385f6bb1568aa974fe65da84723210e5d9707e360e9ecb51f59406cd2e"},
-    {file = "aiohttp-3.11.11-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:a8f5f7515f3552d899c61202d99dcb17d6e3b0de777900405611cd747cecd1b8"},
-    {file = "aiohttp-3.11.11-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:3499c7ffbfd9c6a3d8d6a2b01c26639da7e43d47c7b4f788016226b1e711caa8"},
-    {file = "aiohttp-3.11.11-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:8e2bf8029dbf0810c7bfbc3e594b51c4cc9101fbffb583a3923aea184724203c"},
-    {file = "aiohttp-3.11.11-cp312-cp312-musllinux_1_2_i686.whl", hash = "sha256:b6212a60e5c482ef90f2d788835387070a88d52cf6241d3916733c9176d39eab"},
-    {file = "aiohttp-3.11.11-cp312-cp312-musllinux_1_2_ppc64le.whl", hash = "sha256:d119fafe7b634dbfa25a8c597718e69a930e4847f0b88e172744be24515140da"},
-    {file = "aiohttp-3.11.11-cp312-cp312-musllinux_1_2_s390x.whl", hash = "sha256:6fba278063559acc730abf49845d0e9a9e1ba74f85f0ee6efd5803f08b285853"},
-    {file = "aiohttp-3.11.11-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:92fc484e34b733704ad77210c7957679c5c3877bd1e6b6d74b185e9320cc716e"},
-    {file = "aiohttp-3.11.11-cp312-cp312-win32.whl", hash = "sha256:9f5b3c1ed63c8fa937a920b6c1bec78b74ee09593b3f5b979ab2ae5ef60d7600"},
-    {file = "aiohttp-3.11.11-cp312-cp312-win_amd64.whl", hash = "sha256:1e69966ea6ef0c14ee53ef7a3d68b564cc408121ea56c0caa2dc918c1b2f553d"},
-    {file = "aiohttp-3.11.11-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:541d823548ab69d13d23730a06f97460f4238ad2e5ed966aaf850d7c369782d9"},
-    {file = "aiohttp-3.11.11-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:929f3ed33743a49ab127c58c3e0a827de0664bfcda566108989a14068f820194"},
-    {file = "aiohttp-3.11.11-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:0882c2820fd0132240edbb4a51eb8ceb6eef8181db9ad5291ab3332e0d71df5f"},
-    {file = "aiohttp-3.11.11-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:b63de12e44935d5aca7ed7ed98a255a11e5cb47f83a9fded7a5e41c40277d104"},
-    {file = "aiohttp-3.11.11-cp313-cp313-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:aa54f8ef31d23c506910c21163f22b124facb573bff73930735cf9fe38bf7dff"},
-    {file = "aiohttp-3.11.11-cp313-cp313-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:a344d5dc18074e3872777b62f5f7d584ae4344cd6006c17ba12103759d407af3"},
-    {file = "aiohttp-3.11.11-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:0b7fb429ab1aafa1f48578eb315ca45bd46e9c37de11fe45c7f5f4138091e2f1"},
-    {file = "aiohttp-3.11.11-cp313-cp313-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:c341c7d868750e31961d6d8e60ff040fb9d3d3a46d77fd85e1ab8e76c3e9a5c4"},
-    {file = "aiohttp-3.11.11-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:ed9ee95614a71e87f1a70bc81603f6c6760128b140bc4030abe6abaa988f1c3d"},
-    {file = "aiohttp-3.11.11-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:de8d38f1c2810fa2a4f1d995a2e9c70bb8737b18da04ac2afbf3971f65781d87"},
-    {file = "aiohttp-3.11.11-cp313-cp313-musllinux_1_2_ppc64le.whl", hash = "sha256:a9b7371665d4f00deb8f32208c7c5e652059b0fda41cf6dbcac6114a041f1cc2"},
-    {file = "aiohttp-3.11.11-cp313-cp313-musllinux_1_2_s390x.whl", hash = "sha256:620598717fce1b3bd14dd09947ea53e1ad510317c85dda2c9c65b622edc96b12"},
-    {file = "aiohttp-3.11.11-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:bf8d9bfee991d8acc72d060d53860f356e07a50f0e0d09a8dfedea1c554dd0d5"},
-    {file = "aiohttp-3.11.11-cp313-cp313-win32.whl", hash = "sha256:9d73ee3725b7a737ad86c2eac5c57a4a97793d9f442599bea5ec67ac9f4bdc3d"},
-    {file = "aiohttp-3.11.11-cp313-cp313-win_amd64.whl", hash = "sha256:c7a06301c2fb096bdb0bd25fe2011531c1453b9f2c163c8031600ec73af1cc99"},
-    {file = "aiohttp-3.11.11-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:3e23419d832d969f659c208557de4a123e30a10d26e1e14b73431d3c13444c2e"},
-    {file = "aiohttp-3.11.11-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:21fef42317cf02e05d3b09c028712e1d73a9606f02467fd803f7c1f39cc59add"},
-    {file = "aiohttp-3.11.11-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:1f21bb8d0235fc10c09ce1d11ffbd40fc50d3f08a89e4cf3a0c503dc2562247a"},
-    {file = "aiohttp-3.11.11-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:1642eceeaa5ab6c9b6dfeaaa626ae314d808188ab23ae196a34c9d97efb68350"},
-    {file = "aiohttp-3.11.11-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:2170816e34e10f2fd120f603e951630f8a112e1be3b60963a1f159f5699059a6"},
-    {file = "aiohttp-3.11.11-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:8be8508d110d93061197fd2d6a74f7401f73b6d12f8822bbcd6d74f2b55d71b1"},
-    {file = "aiohttp-3.11.11-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:4eed954b161e6b9b65f6be446ed448ed3921763cc432053ceb606f89d793927e"},
-    {file = "aiohttp-3.11.11-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:d6c9af134da4bc9b3bd3e6a70072509f295d10ee60c697826225b60b9959acdd"},
-    {file = "aiohttp-3.11.11-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:44167fc6a763d534a6908bdb2592269b4bf30a03239bcb1654781adf5e49caf1"},
-    {file = "aiohttp-3.11.11-cp39-cp39-musllinux_1_2_i686.whl", hash = "sha256:479b8c6ebd12aedfe64563b85920525d05d394b85f166b7873c8bde6da612f9c"},
-    {file = "aiohttp-3.11.11-cp39-cp39-musllinux_1_2_ppc64le.whl", hash = "sha256:10b4ff0ad793d98605958089fabfa350e8e62bd5d40aa65cdc69d6785859f94e"},
-    {file = "aiohttp-3.11.11-cp39-cp39-musllinux_1_2_s390x.whl", hash = "sha256:b540bd67cfb54e6f0865ceccd9979687210d7ed1a1cc8c01f8e67e2f1e883d28"},
-    {file = "aiohttp-3.11.11-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:1dac54e8ce2ed83b1f6b1a54005c87dfed139cf3f777fdc8afc76e7841101226"},
-    {file = "aiohttp-3.11.11-cp39-cp39-win32.whl", hash = "sha256:568c1236b2fde93b7720f95a890741854c1200fba4a3471ff48b2934d2d93fd3"},
-    {file = "aiohttp-3.11.11-cp39-cp39-win_amd64.whl", hash = "sha256:943a8b052e54dfd6439fd7989f67fc6a7f2138d0a2cf0a7de5f18aa4fe7eb3b1"},
-    {file = "aiohttp-3.11.11.tar.gz", hash = "sha256:bb49c7f1e6ebf3821a42d81d494f538107610c3a705987f53068546b0e90303e"},
+    {file = "aiohttp-3.11.12-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:aa8a8caca81c0a3e765f19c6953416c58e2f4cc1b84829af01dd1c771bb2f91f"},
+    {file = "aiohttp-3.11.12-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:84ede78acde96ca57f6cf8ccb8a13fbaf569f6011b9a52f870c662d4dc8cd854"},
+    {file = "aiohttp-3.11.12-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:584096938a001378484aa4ee54e05dc79c7b9dd933e271c744a97b3b6f644957"},
+    {file = "aiohttp-3.11.12-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:392432a2dde22b86f70dd4a0e9671a349446c93965f261dbaecfaf28813e5c42"},
+    {file = "aiohttp-3.11.12-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:88d385b8e7f3a870146bf5ea31786ef7463e99eb59e31db56e2315535d811f55"},
+    {file = "aiohttp-3.11.12-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:b10a47e5390c4b30a0d58ee12581003be52eedd506862ab7f97da7a66805befb"},
+    {file = "aiohttp-3.11.12-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:0b5263dcede17b6b0c41ef0c3ccce847d82a7da98709e75cf7efde3e9e3b5cae"},
+    {file = "aiohttp-3.11.12-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:50c5c7b8aa5443304c55c262c5693b108c35a3b61ef961f1e782dd52a2f559c7"},
+    {file = "aiohttp-3.11.12-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:d1c031a7572f62f66f1257db37ddab4cb98bfaf9b9434a3b4840bf3560f5e788"},
+    {file = "aiohttp-3.11.12-cp310-cp310-musllinux_1_2_armv7l.whl", hash = "sha256:7e44eba534381dd2687be50cbd5f2daded21575242ecfdaf86bbeecbc38dae8e"},
+    {file = "aiohttp-3.11.12-cp310-cp310-musllinux_1_2_i686.whl", hash = "sha256:145a73850926018ec1681e734cedcf2716d6a8697d90da11284043b745c286d5"},
+    {file = "aiohttp-3.11.12-cp310-cp310-musllinux_1_2_ppc64le.whl", hash = "sha256:2c311e2f63e42c1bf86361d11e2c4a59f25d9e7aabdbdf53dc38b885c5435cdb"},
+    {file = "aiohttp-3.11.12-cp310-cp310-musllinux_1_2_s390x.whl", hash = "sha256:ea756b5a7bac046d202a9a3889b9a92219f885481d78cd318db85b15cc0b7bcf"},
+    {file = "aiohttp-3.11.12-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:526c900397f3bbc2db9cb360ce9c35134c908961cdd0ac25b1ae6ffcaa2507ff"},
+    {file = "aiohttp-3.11.12-cp310-cp310-win32.whl", hash = "sha256:b8d3bb96c147b39c02d3db086899679f31958c5d81c494ef0fc9ef5bb1359b3d"},
+    {file = "aiohttp-3.11.12-cp310-cp310-win_amd64.whl", hash = "sha256:7fe3d65279bfbee8de0fb4f8c17fc4e893eed2dba21b2f680e930cc2b09075c5"},
+    {file = "aiohttp-3.11.12-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:87a2e00bf17da098d90d4145375f1d985a81605267e7f9377ff94e55c5d769eb"},
+    {file = "aiohttp-3.11.12-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:b34508f1cd928ce915ed09682d11307ba4b37d0708d1f28e5774c07a7674cac9"},
+    {file = "aiohttp-3.11.12-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:936d8a4f0f7081327014742cd51d320296b56aa6d324461a13724ab05f4b2933"},
+    {file = "aiohttp-3.11.12-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:2de1378f72def7dfb5dbd73d86c19eda0ea7b0a6873910cc37d57e80f10d64e1"},
+    {file = "aiohttp-3.11.12-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:b9d45dbb3aaec05cf01525ee1a7ac72de46a8c425cb75c003acd29f76b1ffe94"},
+    {file = "aiohttp-3.11.12-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:930ffa1925393381e1e0a9b82137fa7b34c92a019b521cf9f41263976666a0d6"},
+    {file = "aiohttp-3.11.12-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:8340def6737118f5429a5df4e88f440746b791f8f1c4ce4ad8a595f42c980bd5"},
+    {file = "aiohttp-3.11.12-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:4016e383f91f2814e48ed61e6bda7d24c4d7f2402c75dd28f7e1027ae44ea204"},
+    {file = "aiohttp-3.11.12-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:3c0600bcc1adfaaac321422d615939ef300df81e165f6522ad096b73439c0f58"},
+    {file = "aiohttp-3.11.12-cp311-cp311-musllinux_1_2_armv7l.whl", hash = "sha256:0450ada317a65383b7cce9576096150fdb97396dcfe559109b403c7242faffef"},
+    {file = "aiohttp-3.11.12-cp311-cp311-musllinux_1_2_i686.whl", hash = "sha256:850ff6155371fd802a280f8d369d4e15d69434651b844bde566ce97ee2277420"},
+    {file = "aiohttp-3.11.12-cp311-cp311-musllinux_1_2_ppc64le.whl", hash = "sha256:8fd12d0f989c6099e7b0f30dc6e0d1e05499f3337461f0b2b0dadea6c64b89df"},
+    {file = "aiohttp-3.11.12-cp311-cp311-musllinux_1_2_s390x.whl", hash = "sha256:76719dd521c20a58a6c256d058547b3a9595d1d885b830013366e27011ffe804"},
+    {file = "aiohttp-3.11.12-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:97fe431f2ed646a3b56142fc81d238abcbaff08548d6912acb0b19a0cadc146b"},
+    {file = "aiohttp-3.11.12-cp311-cp311-win32.whl", hash = "sha256:e10c440d142fa8b32cfdb194caf60ceeceb3e49807072e0dc3a8887ea80e8c16"},
+    {file = "aiohttp-3.11.12-cp311-cp311-win_amd64.whl", hash = "sha256:246067ba0cf5560cf42e775069c5d80a8989d14a7ded21af529a4e10e3e0f0e6"},
+    {file = "aiohttp-3.11.12-cp312-cp312-macosx_10_13_universal2.whl", hash = "sha256:e392804a38353900c3fd8b7cacbea5132888f7129f8e241915e90b85f00e3250"},
+    {file = "aiohttp-3.11.12-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:8fa1510b96c08aaad49303ab11f8803787c99222288f310a62f493faf883ede1"},
+    {file = "aiohttp-3.11.12-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:dc065a4285307607df3f3686363e7f8bdd0d8ab35f12226362a847731516e42c"},
+    {file = "aiohttp-3.11.12-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:cddb31f8474695cd61fc9455c644fc1606c164b93bff2490390d90464b4655df"},
+    {file = "aiohttp-3.11.12-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:9dec0000d2d8621d8015c293e24589d46fa218637d820894cb7356c77eca3259"},
+    {file = "aiohttp-3.11.12-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:e3552fe98e90fdf5918c04769f338a87fa4f00f3b28830ea9b78b1bdc6140e0d"},
+    {file = "aiohttp-3.11.12-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6dfe7f984f28a8ae94ff3a7953cd9678550dbd2a1f9bda5dd9c5ae627744c78e"},
+    {file = "aiohttp-3.11.12-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:a481a574af914b6e84624412666cbfbe531a05667ca197804ecc19c97b8ab1b0"},
+    {file = "aiohttp-3.11.12-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:1987770fb4887560363b0e1a9b75aa303e447433c41284d3af2840a2f226d6e0"},
+    {file = "aiohttp-3.11.12-cp312-cp312-musllinux_1_2_armv7l.whl", hash = "sha256:a4ac6a0f0f6402854adca4e3259a623f5c82ec3f0c049374133bcb243132baf9"},
+    {file = "aiohttp-3.11.12-cp312-cp312-musllinux_1_2_i686.whl", hash = "sha256:c96a43822f1f9f69cc5c3706af33239489a6294be486a0447fb71380070d4d5f"},
+    {file = "aiohttp-3.11.12-cp312-cp312-musllinux_1_2_ppc64le.whl", hash = "sha256:a5e69046f83c0d3cb8f0d5bd9b8838271b1bc898e01562a04398e160953e8eb9"},
+    {file = "aiohttp-3.11.12-cp312-cp312-musllinux_1_2_s390x.whl", hash = "sha256:68d54234c8d76d8ef74744f9f9fc6324f1508129e23da8883771cdbb5818cbef"},
+    {file = "aiohttp-3.11.12-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:c9fd9dcf9c91affe71654ef77426f5cf8489305e1c66ed4816f5a21874b094b9"},
+    {file = "aiohttp-3.11.12-cp312-cp312-win32.whl", hash = "sha256:0ed49efcd0dc1611378beadbd97beb5d9ca8fe48579fc04a6ed0844072261b6a"},
+    {file = "aiohttp-3.11.12-cp312-cp312-win_amd64.whl", hash = "sha256:54775858c7f2f214476773ce785a19ee81d1294a6bedc5cc17225355aab74802"},
+    {file = "aiohttp-3.11.12-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:413ad794dccb19453e2b97c2375f2ca3cdf34dc50d18cc2693bd5aed7d16f4b9"},
+    {file = "aiohttp-3.11.12-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:4a93d28ed4b4b39e6f46fd240896c29b686b75e39cc6992692e3922ff6982b4c"},
+    {file = "aiohttp-3.11.12-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:d589264dbba3b16e8951b6f145d1e6b883094075283dafcab4cdd564a9e353a0"},
+    {file = "aiohttp-3.11.12-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:e5148ca8955affdfeb864aca158ecae11030e952b25b3ae15d4e2b5ba299bad2"},
+    {file = "aiohttp-3.11.12-cp313-cp313-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:525410e0790aab036492eeea913858989c4cb070ff373ec3bc322d700bdf47c1"},
+    {file = "aiohttp-3.11.12-cp313-cp313-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:9bd8695be2c80b665ae3f05cb584093a1e59c35ecb7d794d1edd96e8cc9201d7"},
+    {file = "aiohttp-3.11.12-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:f0203433121484b32646a5f5ea93ae86f3d9559d7243f07e8c0eab5ff8e3f70e"},
+    {file = "aiohttp-3.11.12-cp313-cp313-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:40cd36749a1035c34ba8d8aaf221b91ca3d111532e5ccb5fa8c3703ab1b967ed"},
+    {file = "aiohttp-3.11.12-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:a7442662afebbf7b4c6d28cb7aab9e9ce3a5df055fc4116cc7228192ad6cb484"},
+    {file = "aiohttp-3.11.12-cp313-cp313-musllinux_1_2_armv7l.whl", hash = "sha256:8a2fb742ef378284a50766e985804bd6adb5adb5aa781100b09befdbfa757b65"},
+    {file = "aiohttp-3.11.12-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:2cee3b117a8d13ab98b38d5b6bdcd040cfb4181068d05ce0c474ec9db5f3c5bb"},
+    {file = "aiohttp-3.11.12-cp313-cp313-musllinux_1_2_ppc64le.whl", hash = "sha256:f6a19bcab7fbd8f8649d6595624856635159a6527861b9cdc3447af288a00c00"},
+    {file = "aiohttp-3.11.12-cp313-cp313-musllinux_1_2_s390x.whl", hash = "sha256:e4cecdb52aaa9994fbed6b81d4568427b6002f0a91c322697a4bfcc2b2363f5a"},
+    {file = "aiohttp-3.11.12-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:30f546358dfa0953db92ba620101fefc81574f87b2346556b90b5f3ef16e55ce"},
+    {file = "aiohttp-3.11.12-cp313-cp313-win32.whl", hash = "sha256:ce1bb21fc7d753b5f8a5d5a4bae99566386b15e716ebdb410154c16c91494d7f"},
+    {file = "aiohttp-3.11.12-cp313-cp313-win_amd64.whl", hash = "sha256:f7914ab70d2ee8ab91c13e5402122edbc77821c66d2758abb53aabe87f013287"},
+    {file = "aiohttp-3.11.12-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:7c3623053b85b4296cd3925eeb725e386644fd5bc67250b3bb08b0f144803e7b"},
+    {file = "aiohttp-3.11.12-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:67453e603cea8e85ed566b2700efa1f6916aefbc0c9fcb2e86aaffc08ec38e78"},
+    {file = "aiohttp-3.11.12-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:6130459189e61baac5a88c10019b21e1f0c6d00ebc770e9ce269475650ff7f73"},
+    {file = "aiohttp-3.11.12-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:9060addfa4ff753b09392efe41e6af06ea5dd257829199747b9f15bfad819460"},
+    {file = "aiohttp-3.11.12-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:34245498eeb9ae54c687a07ad7f160053911b5745e186afe2d0c0f2898a1ab8a"},
+    {file = "aiohttp-3.11.12-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:8dc0fba9a74b471c45ca1a3cb6e6913ebfae416678d90529d188886278e7f3f6"},
+    {file = "aiohttp-3.11.12-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:a478aa11b328983c4444dacb947d4513cb371cd323f3845e53caeda6be5589d5"},
+    {file = "aiohttp-3.11.12-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:c160a04283c8c6f55b5bf6d4cad59bb9c5b9c9cd08903841b25f1f7109ef1259"},
+    {file = "aiohttp-3.11.12-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:edb69b9589324bdc40961cdf0657815df674f1743a8d5ad9ab56a99e4833cfdd"},
+    {file = "aiohttp-3.11.12-cp39-cp39-musllinux_1_2_armv7l.whl", hash = "sha256:4ee84c2a22a809c4f868153b178fe59e71423e1f3d6a8cd416134bb231fbf6d3"},
+    {file = "aiohttp-3.11.12-cp39-cp39-musllinux_1_2_i686.whl", hash = "sha256:bf4480a5438f80e0f1539e15a7eb8b5f97a26fe087e9828e2c0ec2be119a9f72"},
+    {file = "aiohttp-3.11.12-cp39-cp39-musllinux_1_2_ppc64le.whl", hash = "sha256:e6b2732ef3bafc759f653a98881b5b9cdef0716d98f013d376ee8dfd7285abf1"},
+    {file = "aiohttp-3.11.12-cp39-cp39-musllinux_1_2_s390x.whl", hash = "sha256:f752e80606b132140883bb262a457c475d219d7163d996dc9072434ffb0784c4"},
+    {file = "aiohttp-3.11.12-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:ab3247d58b393bda5b1c8f31c9edece7162fc13265334217785518dd770792b8"},
+    {file = "aiohttp-3.11.12-cp39-cp39-win32.whl", hash = "sha256:0d5176f310a7fe6f65608213cc74f4228e4f4ce9fd10bcb2bb6da8fc66991462"},
+    {file = "aiohttp-3.11.12-cp39-cp39-win_amd64.whl", hash = "sha256:74bd573dde27e58c760d9ca8615c41a57e719bff315c9adb6f2a4281a28e8798"},
+    {file = "aiohttp-3.11.12.tar.gz", hash = "sha256:7603ca26d75b1b86160ce1bbe2787a0b706e592af5b2504e12caa88a217767b0"},
 ]
 
 [package.dependencies]
@@ -339,31 +344,32 @@ tests-mypy = ["mypy (>=1.11.1)", "pytest-mypy-plugins"]
 
 [[package]]
 name = "babel"
-version = "2.16.0"
+version = "2.17.0"
 description = "Internationalization utilities"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "babel-2.16.0-py3-none-any.whl", hash = "sha256:368b5b98b37c06b7daf6696391c3240c938b37767d4584413e8438c5c435fa8b"},
-    {file = "babel-2.16.0.tar.gz", hash = "sha256:d1f3554ca26605fe173f3de0c65f750f5a42f924499bf134de6423582298e316"},
+    {file = "babel-2.17.0-py3-none-any.whl", hash = "sha256:4d0b53093fdfb4b21c92b5213dba5a1b23885afa8383709427046b21c366e5f2"},
+    {file = "babel-2.17.0.tar.gz", hash = "sha256:0c54cffb19f690cdcc52a3b50bcbf71e07a808d1c80d549f2459b9d2cf0afb9d"},
 ]
 
 [package.extras]
-dev = ["freezegun (>=1.0,<2.0)", "pytest (>=6.0)", "pytest-cov"]
+dev = ["backports.zoneinfo", "freezegun (>=1.0,<2.0)", "jinja2 (>=3.0)", "pytest (>=6.0)", "pytest-cov", "pytz", "setuptools", "tzdata"]
 
 [[package]]
 name = "beautifulsoup4"
-version = "4.12.3"
+version = "4.13.3"
 description = "Screen-scraping library"
 optional = false
-python-versions = ">=3.6.0"
+python-versions = ">=3.7.0"
 files = [
-    {file = "beautifulsoup4-4.12.3-py3-none-any.whl", hash = "sha256:b80878c9f40111313e55da8ba20bdba06d8fa3969fc68304167741bbf9e082ed"},
-    {file = "beautifulsoup4-4.12.3.tar.gz", hash = "sha256:74e3d1928edc070d21748185c46e3fb33490f22f52a3addee9aee0f4f7781051"},
+    {file = "beautifulsoup4-4.13.3-py3-none-any.whl", hash = "sha256:99045d7d3f08f91f0d656bc9b7efbae189426cd913d830294a15eefa0ea4df16"},
+    {file = "beautifulsoup4-4.13.3.tar.gz", hash = "sha256:1bd32405dacc920b42b83ba01644747ed77456a65760e285fbc47633ceddaf8b"},
 ]
 
 [package.dependencies]
 soupsieve = ">1.2"
+typing-extensions = ">=4.0.0"
 
 [package.extras]
 cchardet = ["cchardet"]
@@ -1060,79 +1066,6 @@ gitdb = ">=4.0.1,<5"
 doc = ["sphinx (>=7.1.2,<7.2)", "sphinx-autodoc-typehints", "sphinx_rtd_theme"]
 test = ["coverage[toml]", "ddt (>=1.1.1,!=1.4.3)", "mock", "mypy", "pre-commit", "pytest (>=7.3.1)", "pytest-cov", "pytest-instafail", "pytest-mock", "pytest-sugar", "typing-extensions"]
 
-[[package]]
-name = "google-ai-generativelanguage"
-version = "0.6.15"
-description = "Google Ai Generativelanguage API client library"
-optional = false
-python-versions = ">=3.7"
-files = [
-    {file = "google_ai_generativelanguage-0.6.15-py3-none-any.whl", hash = "sha256:5a03ef86377aa184ffef3662ca28f19eeee158733e45d7947982eb953c6ebb6c"},
-    {file = "google_ai_generativelanguage-0.6.15.tar.gz", hash = "sha256:8f6d9dc4c12b065fe2d0289026171acea5183ebf2d0b11cefe12f3821e159ec3"},
-]
-
-[package.dependencies]
-google-api-core = {version = ">=1.34.1,<2.0.dev0 || >=2.11.dev0,<3.0.0dev", extras = ["grpc"]}
-google-auth = ">=2.14.1,<2.24.0 || >2.24.0,<2.25.0 || >2.25.0,<3.0.0dev"
-proto-plus = [
-    {version = ">=1.22.3,<2.0.0dev", markers = "python_version < \"3.13\""},
-    {version = ">=1.25.0,<2.0.0dev", markers = "python_version >= \"3.13\""},
-]
-protobuf = ">=3.20.2,<4.21.0 || >4.21.0,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<6.0.0dev"
-
-[[package]]
-name = "google-api-core"
-version = "2.24.1"
-description = "Google API client core library"
-optional = false
-python-versions = ">=3.7"
-files = [
-    {file = "google_api_core-2.24.1-py3-none-any.whl", hash = "sha256:bc78d608f5a5bf853b80bd70a795f703294de656c096c0968320830a4bc280f1"},
-    {file = "google_api_core-2.24.1.tar.gz", hash = "sha256:f8b36f5456ab0dd99a1b693a40a31d1e7757beea380ad1b38faaf8941eae9d8a"},
-]
-
-[package.dependencies]
-google-auth = ">=2.14.1,<3.0.dev0"
-googleapis-common-protos = ">=1.56.2,<2.0.dev0"
-grpcio = [
-    {version = ">=1.33.2,<2.0dev", optional = true, markers = "python_version < \"3.11\" and extra == \"grpc\""},
-    {version = ">=1.49.1,<2.0dev", optional = true, markers = "python_version >= \"3.11\" and extra == \"grpc\""},
-]
-grpcio-status = [
-    {version = ">=1.33.2,<2.0.dev0", optional = true, markers = "python_version < \"3.11\" and extra == \"grpc\""},
-    {version = ">=1.49.1,<2.0.dev0", optional = true, markers = "python_version >= \"3.11\" and extra == \"grpc\""},
-]
-proto-plus = [
-    {version = ">=1.22.3,<2.0.0dev", markers = "python_version < \"3.13\""},
-    {version = ">=1.25.0,<2.0.0dev", markers = "python_version >= \"3.13\""},
-]
-protobuf = ">=3.19.5,<3.20.0 || >3.20.0,<3.20.1 || >3.20.1,<4.21.0 || >4.21.0,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<6.0.0.dev0"
-requests = ">=2.18.0,<3.0.0.dev0"
-
-[package.extras]
-async-rest = ["google-auth[aiohttp] (>=2.35.0,<3.0.dev0)"]
-grpc = ["grpcio (>=1.33.2,<2.0dev)", "grpcio (>=1.49.1,<2.0dev)", "grpcio-status (>=1.33.2,<2.0.dev0)", "grpcio-status (>=1.49.1,<2.0.dev0)"]
-grpcgcp = ["grpcio-gcp (>=0.2.2,<1.0.dev0)"]
-grpcio-gcp = ["grpcio-gcp (>=0.2.2,<1.0.dev0)"]
-
-[[package]]
-name = "google-api-python-client"
-version = "2.160.0"
-description = "Google API Client Library for Python"
-optional = false
-python-versions = ">=3.7"
-files = [
-    {file = "google_api_python_client-2.160.0-py2.py3-none-any.whl", hash = "sha256:63d61fb3e4cf3fb31a70a87f45567c22f6dfe87bbfa27252317e3e2c42900db4"},
-    {file = "google_api_python_client-2.160.0.tar.gz", hash = "sha256:a8ccafaecfa42d15d5b5c3134ced8de08380019717fc9fb1ed510ca58eca3b7e"},
-]
-
-[package.dependencies]
-google-api-core = ">=1.31.5,<2.0.dev0 || >2.3.0,<3.0.0.dev0"
-google-auth = ">=1.32.0,<2.24.0 || >2.24.0,<2.25.0 || >2.25.0,<3.0.0.dev0"
-google-auth-httplib2 = ">=0.2.0,<1.0.0"
-httplib2 = ">=0.19.0,<1.dev0"
-uritemplate = ">=3.0.1,<5"
-
 [[package]]
 name = "google-auth"
 version = "2.38.0"
@@ -1158,59 +1091,21 @@ reauth = ["pyu2f (>=0.1.5)"]
 requests = ["requests (>=2.20.0,<3.0.0.dev0)"]
 
 [[package]]
-name = "google-auth-httplib2"
-version = "0.2.0"
-description = "Google Authentication Library: httplib2 transport"
-optional = false
-python-versions = "*"
-files = [
-    {file = "google-auth-httplib2-0.2.0.tar.gz", hash = "sha256:38aa7badf48f974f1eb9861794e9c0cb2a0511a4ec0679b1f886d108f5640e05"},
-    {file = "google_auth_httplib2-0.2.0-py2.py3-none-any.whl", hash = "sha256:b65a0a2123300dd71281a7bf6e64d65a0759287df52729bdd1ae2e47dc311a3d"},
-]
-
-[package.dependencies]
-google-auth = "*"
-httplib2 = ">=0.19.0"
-
-[[package]]
-name = "google-generativeai"
-version = "0.8.4"
-description = "Google Generative AI High level API client library and tools."
+name = "google-genai"
+version = "1.0.0"
+description = "GenAI Python SDK"
 optional = false
 python-versions = ">=3.9"
 files = [
-    {file = "google_generativeai-0.8.4-py3-none-any.whl", hash = "sha256:e987b33ea6decde1e69191ddcaec6ef974458864d243de7191db50c21a7c5b82"},
+    {file = "google_genai-1.0.0-py3-none-any.whl", hash = "sha256:e9c3abd48f46ecb2b0a51efa7f65c6830b50f9784df603a91019b43918a7531f"},
+    {file = "google_genai-1.0.0.tar.gz", hash = "sha256:15712abb808f891a14eafc9edf21b8cf92ea952f627dd0e2e939657efd234acd"},
 ]
 
 [package.dependencies]
-google-ai-generativelanguage = "0.6.15"
-google-api-core = "*"
-google-api-python-client = "*"
-google-auth = ">=2.15.0"
-protobuf = "*"
-pydantic = "*"
-tqdm = "*"
-typing-extensions = "*"
-
-[package.extras]
-dev = ["Pillow", "absl-py", "black", "ipython", "nose2", "pandas", "pytype", "pyyaml"]
-
-[[package]]
-name = "googleapis-common-protos"
-version = "1.66.0"
-description = "Common protobufs used in Google APIs"
-optional = false
-python-versions = ">=3.7"
-files = [
-    {file = "googleapis_common_protos-1.66.0-py2.py3-none-any.whl", hash = "sha256:d7abcd75fabb2e0ec9f74466401f6c119a0b498e27370e9be4c94cb7e382b8ed"},
-    {file = "googleapis_common_protos-1.66.0.tar.gz", hash = "sha256:c3e7b33d15fdca5374cc0a7346dd92ffa847425cc4ea941d970f13680052ec8c"},
-]
-
-[package.dependencies]
-protobuf = ">=3.20.2,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<6.0.0.dev0"
-
-[package.extras]
-grpc = ["grpcio (>=1.44.0,<2.0.0.dev0)"]
+google-auth = ">=2.14.1,<3.0.0dev"
+pydantic = ">=2.0.0,<3.0.0dev"
+requests = ">=2.28.1,<3.0.0dev"
+websockets = ">=13.0,<15.0dev"
 
 [[package]]
 name = "greenlet"
@@ -1298,89 +1193,6 @@ files = [
 docs = ["Sphinx", "furo"]
 test = ["objgraph", "psutil"]
 
-[[package]]
-name = "grpcio"
-version = "1.70.0"
-description = "HTTP/2-based RPC framework"
-optional = false
-python-versions = ">=3.8"
-files = [
-    {file = "grpcio-1.70.0-cp310-cp310-linux_armv7l.whl", hash = "sha256:95469d1977429f45fe7df441f586521361e235982a0b39e33841549143ae2851"},
-    {file = "grpcio-1.70.0-cp310-cp310-macosx_12_0_universal2.whl", hash = "sha256:ed9718f17fbdb472e33b869c77a16d0b55e166b100ec57b016dc7de9c8d236bf"},
-    {file = "grpcio-1.70.0-cp310-cp310-manylinux_2_17_aarch64.whl", hash = "sha256:374d014f29f9dfdb40510b041792e0e2828a1389281eb590df066e1cc2b404e5"},
-    {file = "grpcio-1.70.0-cp310-cp310-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:f2af68a6f5c8f78d56c145161544ad0febbd7479524a59c16b3e25053f39c87f"},
-    {file = "grpcio-1.70.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ce7df14b2dcd1102a2ec32f621cc9fab6695effef516efbc6b063ad749867295"},
-    {file = "grpcio-1.70.0-cp310-cp310-musllinux_1_1_i686.whl", hash = "sha256:c78b339869f4dbf89881e0b6fbf376313e4f845a42840a7bdf42ee6caed4b11f"},
-    {file = "grpcio-1.70.0-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:58ad9ba575b39edef71f4798fdb5c7b6d02ad36d47949cd381d4392a5c9cbcd3"},
-    {file = "grpcio-1.70.0-cp310-cp310-win32.whl", hash = "sha256:2b0d02e4b25a5c1f9b6c7745d4fa06efc9fd6a611af0fb38d3ba956786b95199"},
-    {file = "grpcio-1.70.0-cp310-cp310-win_amd64.whl", hash = "sha256:0de706c0a5bb9d841e353f6343a9defc9fc35ec61d6eb6111802f3aa9fef29e1"},
-    {file = "grpcio-1.70.0-cp311-cp311-linux_armv7l.whl", hash = "sha256:17325b0be0c068f35770f944124e8839ea3185d6d54862800fc28cc2ffad205a"},
-    {file = "grpcio-1.70.0-cp311-cp311-macosx_10_14_universal2.whl", hash = "sha256:dbe41ad140df911e796d4463168e33ef80a24f5d21ef4d1e310553fcd2c4a386"},
-    {file = "grpcio-1.70.0-cp311-cp311-manylinux_2_17_aarch64.whl", hash = "sha256:5ea67c72101d687d44d9c56068328da39c9ccba634cabb336075fae2eab0d04b"},
-    {file = "grpcio-1.70.0-cp311-cp311-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:cb5277db254ab7586769e490b7b22f4ddab3876c490da0a1a9d7c695ccf0bf77"},
-    {file = "grpcio-1.70.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:e7831a0fc1beeeb7759f737f5acd9fdcda520e955049512d68fda03d91186eea"},
-    {file = "grpcio-1.70.0-cp311-cp311-musllinux_1_1_i686.whl", hash = "sha256:27cc75e22c5dba1fbaf5a66c778e36ca9b8ce850bf58a9db887754593080d839"},
-    {file = "grpcio-1.70.0-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:d63764963412e22f0491d0d32833d71087288f4e24cbcddbae82476bfa1d81fd"},
-    {file = "grpcio-1.70.0-cp311-cp311-win32.whl", hash = "sha256:bb491125103c800ec209d84c9b51f1c60ea456038e4734688004f377cfacc113"},
-    {file = "grpcio-1.70.0-cp311-cp311-win_amd64.whl", hash = "sha256:d24035d49e026353eb042bf7b058fb831db3e06d52bee75c5f2f3ab453e71aca"},
-    {file = "grpcio-1.70.0-cp312-cp312-linux_armv7l.whl", hash = "sha256:ef4c14508299b1406c32bdbb9fb7b47612ab979b04cf2b27686ea31882387cff"},
-    {file = "grpcio-1.70.0-cp312-cp312-macosx_10_14_universal2.whl", hash = "sha256:aa47688a65643afd8b166928a1da6247d3f46a2784d301e48ca1cc394d2ffb40"},
-    {file = "grpcio-1.70.0-cp312-cp312-manylinux_2_17_aarch64.whl", hash = "sha256:880bfb43b1bb8905701b926274eafce5c70a105bc6b99e25f62e98ad59cb278e"},
-    {file = "grpcio-1.70.0-cp312-cp312-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:9e654c4b17d07eab259d392e12b149c3a134ec52b11ecdc6a515b39aceeec898"},
-    {file = "grpcio-1.70.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:2394e3381071045a706ee2eeb6e08962dd87e8999b90ac15c55f56fa5a8c9597"},
-    {file = "grpcio-1.70.0-cp312-cp312-musllinux_1_1_i686.whl", hash = "sha256:b3c76701428d2df01964bc6479422f20e62fcbc0a37d82ebd58050b86926ef8c"},
-    {file = "grpcio-1.70.0-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:ac073fe1c4cd856ebcf49e9ed6240f4f84d7a4e6ee95baa5d66ea05d3dd0df7f"},
-    {file = "grpcio-1.70.0-cp312-cp312-win32.whl", hash = "sha256:cd24d2d9d380fbbee7a5ac86afe9787813f285e684b0271599f95a51bce33528"},
-    {file = "grpcio-1.70.0-cp312-cp312-win_amd64.whl", hash = "sha256:0495c86a55a04a874c7627fd33e5beaee771917d92c0e6d9d797628ac40e7655"},
-    {file = "grpcio-1.70.0-cp313-cp313-linux_armv7l.whl", hash = "sha256:aa573896aeb7d7ce10b1fa425ba263e8dddd83d71530d1322fd3a16f31257b4a"},
-    {file = "grpcio-1.70.0-cp313-cp313-macosx_10_14_universal2.whl", hash = "sha256:d405b005018fd516c9ac529f4b4122342f60ec1cee181788249372524e6db429"},
-    {file = "grpcio-1.70.0-cp313-cp313-manylinux_2_17_aarch64.whl", hash = "sha256:f32090238b720eb585248654db8e3afc87b48d26ac423c8dde8334a232ff53c9"},
-    {file = "grpcio-1.70.0-cp313-cp313-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:dfa089a734f24ee5f6880c83d043e4f46bf812fcea5181dcb3a572db1e79e01c"},
-    {file = "grpcio-1.70.0-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:f19375f0300b96c0117aca118d400e76fede6db6e91f3c34b7b035822e06c35f"},
-    {file = "grpcio-1.70.0-cp313-cp313-musllinux_1_1_i686.whl", hash = "sha256:7c73c42102e4a5ec76608d9b60227d917cea46dff4d11d372f64cbeb56d259d0"},
-    {file = "grpcio-1.70.0-cp313-cp313-musllinux_1_1_x86_64.whl", hash = "sha256:0a5c78d5198a1f0aa60006cd6eb1c912b4a1520b6a3968e677dbcba215fabb40"},
-    {file = "grpcio-1.70.0-cp313-cp313-win32.whl", hash = "sha256:fe9dbd916df3b60e865258a8c72ac98f3ac9e2a9542dcb72b7a34d236242a5ce"},
-    {file = "grpcio-1.70.0-cp313-cp313-win_amd64.whl", hash = "sha256:4119fed8abb7ff6c32e3d2255301e59c316c22d31ab812b3fbcbaf3d0d87cc68"},
-    {file = "grpcio-1.70.0-cp38-cp38-linux_armv7l.whl", hash = "sha256:8058667a755f97407fca257c844018b80004ae8035565ebc2812cc550110718d"},
-    {file = "grpcio-1.70.0-cp38-cp38-macosx_10_14_universal2.whl", hash = "sha256:879a61bf52ff8ccacbedf534665bb5478ec8e86ad483e76fe4f729aaef867cab"},
-    {file = "grpcio-1.70.0-cp38-cp38-manylinux_2_17_aarch64.whl", hash = "sha256:0ba0a173f4feacf90ee618fbc1a27956bfd21260cd31ced9bc707ef551ff7dc7"},
-    {file = "grpcio-1.70.0-cp38-cp38-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:558c386ecb0148f4f99b1a65160f9d4b790ed3163e8610d11db47838d452512d"},
-    {file = "grpcio-1.70.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:412faabcc787bbc826f51be261ae5fa996b21263de5368a55dc2cf824dc5090e"},
-    {file = "grpcio-1.70.0-cp38-cp38-musllinux_1_1_i686.whl", hash = "sha256:3b0f01f6ed9994d7a0b27eeddea43ceac1b7e6f3f9d86aeec0f0064b8cf50fdb"},
-    {file = "grpcio-1.70.0-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:7385b1cb064734005204bc8994eed7dcb801ed6c2eda283f613ad8c6c75cf873"},
-    {file = "grpcio-1.70.0-cp38-cp38-win32.whl", hash = "sha256:07269ff4940f6fb6710951116a04cd70284da86d0a4368fd5a3b552744511f5a"},
-    {file = "grpcio-1.70.0-cp38-cp38-win_amd64.whl", hash = "sha256:aba19419aef9b254e15011b230a180e26e0f6864c90406fdbc255f01d83bc83c"},
-    {file = "grpcio-1.70.0-cp39-cp39-linux_armv7l.whl", hash = "sha256:4f1937f47c77392ccd555728f564a49128b6a197a05a5cd527b796d36f3387d0"},
-    {file = "grpcio-1.70.0-cp39-cp39-macosx_10_14_universal2.whl", hash = "sha256:0cd430b9215a15c10b0e7d78f51e8a39d6cf2ea819fd635a7214fae600b1da27"},
-    {file = "grpcio-1.70.0-cp39-cp39-manylinux_2_17_aarch64.whl", hash = "sha256:e27585831aa6b57b9250abaf147003e126cd3a6c6ca0c531a01996f31709bed1"},
-    {file = "grpcio-1.70.0-cp39-cp39-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:c1af8e15b0f0fe0eac75195992a63df17579553b0c4af9f8362cc7cc99ccddf4"},
-    {file = "grpcio-1.70.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:cbce24409beaee911c574a3d75d12ffb8c3e3dd1b813321b1d7a96bbcac46bf4"},
-    {file = "grpcio-1.70.0-cp39-cp39-musllinux_1_1_i686.whl", hash = "sha256:ff4a8112a79464919bb21c18e956c54add43ec9a4850e3949da54f61c241a4a6"},
-    {file = "grpcio-1.70.0-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:5413549fdf0b14046c545e19cfc4eb1e37e9e1ebba0ca390a8d4e9963cab44d2"},
-    {file = "grpcio-1.70.0-cp39-cp39-win32.whl", hash = "sha256:b745d2c41b27650095e81dea7091668c040457483c9bdb5d0d9de8f8eb25e59f"},
-    {file = "grpcio-1.70.0-cp39-cp39-win_amd64.whl", hash = "sha256:a31d7e3b529c94e930a117b2175b2efd179d96eb3c7a21ccb0289a8ab05b645c"},
-    {file = "grpcio-1.70.0.tar.gz", hash = "sha256:8d1584a68d5922330025881e63a6c1b54cc8117291d382e4fa69339b6d914c56"},
-]
-
-[package.extras]
-protobuf = ["grpcio-tools (>=1.70.0)"]
-
-[[package]]
-name = "grpcio-status"
-version = "1.70.0"
-description = "Status proto mapping for gRPC"
-optional = false
-python-versions = ">=3.8"
-files = [
-    {file = "grpcio_status-1.70.0-py3-none-any.whl", hash = "sha256:fc5a2ae2b9b1c1969cc49f3262676e6854aa2398ec69cb5bd6c47cd501904a85"},
-    {file = "grpcio_status-1.70.0.tar.gz", hash = "sha256:0e7b42816512433b18b9d764285ff029bde059e9d41f8fe10a60631bd8348101"},
-]
-
-[package.dependencies]
-googleapis-common-protos = ">=1.5.5"
-grpcio = ">=1.70.0"
-protobuf = ">=5.26.1,<6.0dev"
-
 [[package]]
 name = "h11"
 version = "0.14.0"
@@ -1413,20 +1225,6 @@ http2 = ["h2 (>=3,<5)"]
 socks = ["socksio (==1.*)"]
 trio = ["trio (>=0.22.0,<1.0)"]
 
-[[package]]
-name = "httplib2"
-version = "0.22.0"
-description = "A comprehensive HTTP client library."
-optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
-files = [
-    {file = "httplib2-0.22.0-py3-none-any.whl", hash = "sha256:14ae0a53c1ba8f3d37e9e27cf37eabb0fb9980f435ba405d546948b009dd64dc"},
-    {file = "httplib2-0.22.0.tar.gz", hash = "sha256:d7a10bc5ef5ab08322488bde8c726eeee5c8618723fdb399597ec58f3d82df81"},
-]
-
-[package.dependencies]
-pyparsing = {version = ">=2.4.2,<3.0.0 || >3.0.0,<3.0.1 || >3.0.1,<3.0.2 || >3.0.2,<3.0.3 || >3.0.3,<4", markers = "python_version > \"3.0\""}
-
 [[package]]
 name = "httpx"
 version = "0.28.1"
@@ -1545,13 +1343,13 @@ test = ["flaky", "ipyparallel", "pre-commit", "pytest (>=7.0)", "pytest-asyncio
 
 [[package]]
 name = "ipython"
-version = "8.31.0"
+version = "8.32.0"
 description = "IPython: Productive Interactive Computing"
 optional = false
 python-versions = ">=3.10"
 files = [
-    {file = "ipython-8.31.0-py3-none-any.whl", hash = "sha256:46ec58f8d3d076a61d128fe517a51eb730e3aaf0c184ea8c17d16e366660c6a6"},
-    {file = "ipython-8.31.0.tar.gz", hash = "sha256:b6a2274606bec6166405ff05e54932ed6e5cfecaca1fc05f2cacde7bb074d70b"},
+    {file = "ipython-8.32.0-py3-none-any.whl", hash = "sha256:cae85b0c61eff1fc48b0a8002de5958b6528fa9c8defb1894da63f42613708aa"},
+    {file = "ipython-8.32.0.tar.gz", hash = "sha256:be2c91895b0b9ea7ba49d33b23e2040c352b33eb6a519cca7ce6e0c743444251"},
 ]
 
 [package.dependencies]
@@ -1818,17 +1616,18 @@ test = ["ipykernel", "pre-commit", "pytest (<8)", "pytest-cov", "pytest-timeout"
 
 [[package]]
 name = "jupyter-events"
-version = "0.11.0"
+version = "0.12.0"
 description = "Jupyter Event System library"
 optional = false
 python-versions = ">=3.9"
 files = [
-    {file = "jupyter_events-0.11.0-py3-none-any.whl", hash = "sha256:36399b41ce1ca45fe8b8271067d6a140ffa54cec4028e95491c93b78a855cacf"},
-    {file = "jupyter_events-0.11.0.tar.gz", hash = "sha256:c0bc56a37aac29c1fbc3bcfbddb8c8c49533f9cf11f1c4e6adadba936574ab90"},
+    {file = "jupyter_events-0.12.0-py3-none-any.whl", hash = "sha256:6464b2fa5ad10451c3d35fabc75eab39556ae1e2853ad0c0cc31b656731a97fb"},
+    {file = "jupyter_events-0.12.0.tar.gz", hash = "sha256:fc3fce98865f6784c9cd0a56a20644fc6098f21c8c33834a8d9fe383c17e554b"},
 ]
 
 [package.dependencies]
 jsonschema = {version = ">=4.18.0", extras = ["format-nongpl"]}
+packaging = "*"
 python-json-logger = ">=2.0.4"
 pyyaml = ">=5.3"
 referencing = "*"
@@ -2468,13 +2267,13 @@ dill = ">=0.3.8"
 
 [[package]]
 name = "narwhals"
-version = "1.24.1"
+version = "1.25.2"
 description = "Extremely lightweight compatibility layer between dataframe libraries"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "narwhals-1.24.1-py3-none-any.whl", hash = "sha256:d8983fe14851c95d60576ddca37c094bd4ed24ab9ea98396844fb20ad9aaf184"},
-    {file = "narwhals-1.24.1.tar.gz", hash = "sha256:b09b8253d945f23cdb683a84685abf3afb9f96114d89e9f35dc876e143f65007"},
+    {file = "narwhals-1.25.2-py3-none-any.whl", hash = "sha256:e645f7fc1f8c0a3563a6cdcd0191586cdf88470ad90f0818abba7ceb6c181b00"},
+    {file = "narwhals-1.25.2.tar.gz", hash = "sha256:37594746fc06fe4a588967a34a2974b1f3a7ad6ff1571b6e31ac5e58c9591000"},
 ]
 
 [package.extras]
@@ -3176,23 +2975,23 @@ type = ["mypy (>=1.11.2)"]
 
 [[package]]
 name = "playwright"
-version = "1.49.1"
+version = "1.50.0"
 description = "A high-level API to automate web browsers"
 optional = false
 python-versions = ">=3.9"
 files = [
-    {file = "playwright-1.49.1-py3-none-macosx_10_13_x86_64.whl", hash = "sha256:1041ffb45a0d0bc44d698d3a5aa3ac4b67c9bd03540da43a0b70616ad52592b8"},
-    {file = "playwright-1.49.1-py3-none-macosx_11_0_arm64.whl", hash = "sha256:9f38ed3d0c1f4e0a6d1c92e73dd9a61f8855133249d6f0cec28648d38a7137be"},
-    {file = "playwright-1.49.1-py3-none-macosx_11_0_universal2.whl", hash = "sha256:3be48c6d26dc819ca0a26567c1ae36a980a0303dcd4249feb6f59e115aaddfb8"},
-    {file = "playwright-1.49.1-py3-none-manylinux1_x86_64.whl", hash = "sha256:753ca90ee31b4b03d165cfd36e477309ebf2b4381953f2a982ff612d85b147d2"},
-    {file = "playwright-1.49.1-py3-none-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:cd9bc8dab37aa25198a01f555f0a2e2c3813fe200fef018ac34dfe86b34994b9"},
-    {file = "playwright-1.49.1-py3-none-win32.whl", hash = "sha256:43b304be67f096058e587dac453ece550eff87b8fbed28de30f4f022cc1745bb"},
-    {file = "playwright-1.49.1-py3-none-win_amd64.whl", hash = "sha256:47b23cb346283278f5b4d1e1990bcb6d6302f80c0aa0ca93dd0601a1400191df"},
+    {file = "playwright-1.50.0-py3-none-macosx_10_13_x86_64.whl", hash = "sha256:f36d754a6c5bd9bf7f14e8f57a2aea6fd08f39ca4c8476481b9c83e299531148"},
+    {file = "playwright-1.50.0-py3-none-macosx_11_0_arm64.whl", hash = "sha256:40f274384591dfd27f2b014596250b2250c843ed1f7f4ef5d2960ecb91b4961e"},
+    {file = "playwright-1.50.0-py3-none-macosx_11_0_universal2.whl", hash = "sha256:9922ef9bcd316995f01e220acffd2d37a463b4ad10fd73e388add03841dfa230"},
+    {file = "playwright-1.50.0-py3-none-manylinux1_x86_64.whl", hash = "sha256:8fc628c492d12b13d1f347137b2ac6c04f98197ff0985ef0403a9a9ee0d39131"},
+    {file = "playwright-1.50.0-py3-none-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:ffcff35f72db2689a79007aee78f1b0621a22e6e3d6c1f58aaa9ac805bf4497c"},
+    {file = "playwright-1.50.0-py3-none-win32.whl", hash = "sha256:3b906f4d351260016a8c5cc1e003bb341651ae682f62213b50168ed581c7558a"},
+    {file = "playwright-1.50.0-py3-none-win_amd64.whl", hash = "sha256:1859423da82de631704d5e3d88602d755462b0906824c1debe140979397d2e8d"},
 ]
 
 [package.dependencies]
-greenlet = "3.1.1"
-pyee = "12.0.0"
+greenlet = ">=3.1.1,<4.0.0"
+pyee = ">=12,<13"
 
 [[package]]
 name = "pluggy"
@@ -3328,23 +3127,6 @@ files = [
     {file = "propcache-0.2.1.tar.gz", hash = "sha256:3f77ce728b19cb537714499928fe800c3dda29e8d9428778fc7c186da4c09a64"},
 ]
 
-[[package]]
-name = "proto-plus"
-version = "1.26.0"
-description = "Beautiful, Pythonic protocol buffers"
-optional = false
-python-versions = ">=3.7"
-files = [
-    {file = "proto_plus-1.26.0-py3-none-any.whl", hash = "sha256:bf2dfaa3da281fc3187d12d224c707cb57214fb2c22ba854eb0c105a3fb2d4d7"},
-    {file = "proto_plus-1.26.0.tar.gz", hash = "sha256:6e93d5f5ca267b54300880fff156b6a3386b3fa3f43b1da62e680fc0c586ef22"},
-]
-
-[package.dependencies]
-protobuf = ">=3.19.0,<6.0.0dev"
-
-[package.extras]
-testing = ["google-api-core (>=1.31.5)"]
-
 [[package]]
 name = "protobuf"
 version = "5.29.3"
@@ -3683,13 +3465,13 @@ jupyter = ["ipykernel (>=5.1.2)", "ipython (>=5.8.0)", "ipywidgets (>=7,<8)", "t
 
 [[package]]
 name = "pyee"
-version = "12.0.0"
+version = "12.1.1"
 description = "A rough port of Node.js's EventEmitter to Python with a few tricks of its own"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "pyee-12.0.0-py3-none-any.whl", hash = "sha256:7b14b74320600049ccc7d0e0b1becd3b4bd0a03c745758225e31a59f4095c990"},
-    {file = "pyee-12.0.0.tar.gz", hash = "sha256:c480603f4aa2927d4766eb41fa82793fe60a82cbfdb8d688e0d08c55a534e145"},
+    {file = "pyee-12.1.1-py3-none-any.whl", hash = "sha256:18a19c650556bb6b32b406d7f017c8f513aceed1ef7ca618fb65de7bd2d347ef"},
+    {file = "pyee-12.1.1.tar.gz", hash = "sha256:bbc33c09e2ff827f74191e3e5bbc6be7da02f627b7ec30d86f5ce1a6fb2424a3"},
 ]
 
 [package.dependencies]
@@ -3712,20 +3494,6 @@ files = [
 [package.extras]
 windows-terminal = ["colorama (>=0.4.6)"]
 
-[[package]]
-name = "pyparsing"
-version = "3.2.1"
-description = "pyparsing module - Classes and methods to define and execute parsing grammars"
-optional = false
-python-versions = ">=3.9"
-files = [
-    {file = "pyparsing-3.2.1-py3-none-any.whl", hash = "sha256:506ff4f4386c4cec0590ec19e6302d3aedb992fdc02c761e90416f158dacf8e1"},
-    {file = "pyparsing-3.2.1.tar.gz", hash = "sha256:61980854fd66de3a90028d679a954d5f2623e83144b5afe5ee86f43d762e5f0a"},
-]
-
-[package.extras]
-diagrams = ["jinja2", "railroad-diagrams"]
-
 [[package]]
 name = "pypdfium2"
 version = "4.30.0"
@@ -3880,17 +3648,18 @@ files = [
 
 [[package]]
 name = "pywinpty"
-version = "2.0.14"
+version = "2.0.15"
 description = "Pseudo terminal support for Windows from Python."
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 files = [
-    {file = "pywinpty-2.0.14-cp310-none-win_amd64.whl", hash = "sha256:0b149c2918c7974f575ba79f5a4aad58bd859a52fa9eb1296cc22aa412aa411f"},
-    {file = "pywinpty-2.0.14-cp311-none-win_amd64.whl", hash = "sha256:cf2a43ac7065b3e0dc8510f8c1f13a75fb8fde805efa3b8cff7599a1ef497bc7"},
-    {file = "pywinpty-2.0.14-cp312-none-win_amd64.whl", hash = "sha256:55dad362ef3e9408ade68fd173e4f9032b3ce08f68cfe7eacb2c263ea1179737"},
-    {file = "pywinpty-2.0.14-cp313-none-win_amd64.whl", hash = "sha256:074fb988a56ec79ca90ed03a896d40707131897cefb8f76f926e3834227f2819"},
-    {file = "pywinpty-2.0.14-cp39-none-win_amd64.whl", hash = "sha256:5725fd56f73c0531ec218663bd8c8ff5acc43c78962fab28564871b5fce053fd"},
-    {file = "pywinpty-2.0.14.tar.gz", hash = "sha256:18bd9529e4a5daf2d9719aa17788ba6013e594ae94c5a0c27e83df3278b0660e"},
+    {file = "pywinpty-2.0.15-cp310-cp310-win_amd64.whl", hash = "sha256:8e7f5de756a615a38b96cd86fa3cd65f901ce54ce147a3179c45907fa11b4c4e"},
+    {file = "pywinpty-2.0.15-cp311-cp311-win_amd64.whl", hash = "sha256:9a6bcec2df2707aaa9d08b86071970ee32c5026e10bcc3cc5f6f391d85baf7ca"},
+    {file = "pywinpty-2.0.15-cp312-cp312-win_amd64.whl", hash = "sha256:83a8f20b430bbc5d8957249f875341a60219a4e971580f2ba694fbfb54a45ebc"},
+    {file = "pywinpty-2.0.15-cp313-cp313-win_amd64.whl", hash = "sha256:ab5920877dd632c124b4ed17bc6dd6ef3b9f86cd492b963ffdb1a67b85b0f408"},
+    {file = "pywinpty-2.0.15-cp313-cp313t-win_amd64.whl", hash = "sha256:a4560ad8c01e537708d2790dbe7da7d986791de805d89dd0d3697ca59e9e4901"},
+    {file = "pywinpty-2.0.15-cp39-cp39-win_amd64.whl", hash = "sha256:d261cd88fcd358cfb48a7ca0700db3e1c088c9c10403c9ebc0d8a8b57aa6a117"},
+    {file = "pywinpty-2.0.15.tar.gz", hash = "sha256:312cf39153a8736c617d45ce8b6ad6cd2107de121df91c455b10ce6bba7a39b2"},
 ]
 
 [[package]]
@@ -4752,13 +4521,13 @@ full = ["httpx (>=0.27.0,<0.29.0)", "itsdangerous", "jinja2", "python-multipart
 
 [[package]]
 name = "streamlit"
-version = "1.41.1"
+version = "1.42.0"
 description = "A faster way to build and share data apps"
 optional = false
 python-versions = "!=3.9.7,>=3.9"
 files = [
-    {file = "streamlit-1.41.1-py2.py3-none-any.whl", hash = "sha256:0def00822480071d642e6df36cd63c089f991da3a69fd9eb4ab8f65ce27de4e0"},
-    {file = "streamlit-1.41.1.tar.gz", hash = "sha256:6626d32b098ba1458b71eebdd634c62af2dd876380e59c4b6a1e828a39d62d69"},
+    {file = "streamlit-1.42.0-py2.py3-none-any.whl", hash = "sha256:edf333fd3525b7c64b19e1156b483a1a93cbdb09a3a06f26478388d68f971090"},
+    {file = "streamlit-1.42.0.tar.gz", hash = "sha256:8c48494ccfad33e7d0bc5873151800b203cb71203bfd42bc7418940710ca4970"},
 ]
 
 [package.dependencies]
@@ -4779,11 +4548,11 @@ rich = ">=10.14.0,<14"
 tenacity = ">=8.1.0,<10"
 toml = ">=0.10.1,<2"
 tornado = ">=6.0.3,<7"
-typing-extensions = ">=4.3.0,<5"
+typing-extensions = ">=4.4.0,<5"
 watchdog = {version = ">=2.1.5,<7", markers = "platform_system != \"Darwin\""}
 
 [package.extras]
-snowflake = ["snowflake-connector-python (>=2.8.0)", "snowflake-snowpark-python[modin] (>=1.17.0)"]
+snowflake = ["snowflake-connector-python (>=3.3.0)", "snowflake-snowpark-python[modin] (>=1.17.0)"]
 
 [[package]]
 name = "surya-ocr"
@@ -5235,17 +5004,6 @@ files = [
 [package.extras]
 dev = ["flake8", "flake8-annotations", "flake8-bandit", "flake8-bugbear", "flake8-commas", "flake8-comprehensions", "flake8-continuation", "flake8-datetimez", "flake8-docstrings", "flake8-import-order", "flake8-literal", "flake8-modern-annotations", "flake8-noqa", "flake8-pyproject", "flake8-requirements", "flake8-typechecking-import", "flake8-use-fstring", "mypy", "pep8-naming", "types-PyYAML"]
 
-[[package]]
-name = "uritemplate"
-version = "4.1.1"
-description = "Implementation of RFC 6570 URI Templates"
-optional = false
-python-versions = ">=3.6"
-files = [
-    {file = "uritemplate-4.1.1-py2.py3-none-any.whl", hash = "sha256:830c08b8d99bdd312ea4ead05994a38e8936266f84b9a7878232db50b044e02e"},
-    {file = "uritemplate-4.1.1.tar.gz", hash = "sha256:4346edfc5c3b79f694bccd6d6099a322bbeb628dbf2cd86eea55a456ce5124f0"},
-]
-
 [[package]]
 name = "urllib3"
 version = "2.3.0"
@@ -5373,6 +5131,84 @@ docs = ["Sphinx (>=6.0)", "myst-parser (>=2.0.0)", "sphinx-rtd-theme (>=1.1.0)"]
 optional = ["python-socks", "wsaccel"]
 test = ["websockets"]
 
+[[package]]
+name = "websockets"
+version = "14.2"
+description = "An implementation of the WebSocket Protocol (RFC 6455 & 7692)"
+optional = false
+python-versions = ">=3.9"
+files = [
+    {file = "websockets-14.2-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:e8179f95323b9ab1c11723e5d91a89403903f7b001828161b480a7810b334885"},
+    {file = "websockets-14.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:0d8c3e2cdb38f31d8bd7d9d28908005f6fa9def3324edb9bf336d7e4266fd397"},
+    {file = "websockets-14.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:714a9b682deb4339d39ffa674f7b674230227d981a37d5d174a4a83e3978a610"},
+    {file = "websockets-14.2-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:f2e53c72052f2596fb792a7acd9704cbc549bf70fcde8a99e899311455974ca3"},
+    {file = "websockets-14.2-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:e3fbd68850c837e57373d95c8fe352203a512b6e49eaae4c2f4088ef8cf21980"},
+    {file = "websockets-14.2-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:4b27ece32f63150c268593d5fdb82819584831a83a3f5809b7521df0685cd5d8"},
+    {file = "websockets-14.2-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:4daa0faea5424d8713142b33825fff03c736f781690d90652d2c8b053345b0e7"},
+    {file = "websockets-14.2-cp310-cp310-musllinux_1_2_i686.whl", hash = "sha256:bc63cee8596a6ec84d9753fd0fcfa0452ee12f317afe4beae6b157f0070c6c7f"},
+    {file = "websockets-14.2-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:7a570862c325af2111343cc9b0257b7119b904823c675b22d4ac547163088d0d"},
+    {file = "websockets-14.2-cp310-cp310-win32.whl", hash = "sha256:75862126b3d2d505e895893e3deac0a9339ce750bd27b4ba515f008b5acf832d"},
+    {file = "websockets-14.2-cp310-cp310-win_amd64.whl", hash = "sha256:cc45afb9c9b2dc0852d5c8b5321759cf825f82a31bfaf506b65bf4668c96f8b2"},
+    {file = "websockets-14.2-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:3bdc8c692c866ce5fefcaf07d2b55c91d6922ac397e031ef9b774e5b9ea42166"},
+    {file = "websockets-14.2-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:c93215fac5dadc63e51bcc6dceca72e72267c11def401d6668622b47675b097f"},
+    {file = "websockets-14.2-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:1c9b6535c0e2cf8a6bf938064fb754aaceb1e6a4a51a80d884cd5db569886910"},
+    {file = "websockets-14.2-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:0a52a6d7cf6938e04e9dceb949d35fbdf58ac14deea26e685ab6368e73744e4c"},
+    {file = "websockets-14.2-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:9f05702e93203a6ff5226e21d9b40c037761b2cfb637187c9802c10f58e40473"},
+    {file = "websockets-14.2-cp311-cp311-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:22441c81a6748a53bfcb98951d58d1af0661ab47a536af08920d129b4d1c3473"},
+    {file = "websockets-14.2-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:efd9b868d78b194790e6236d9cbc46d68aba4b75b22497eb4ab64fa640c3af56"},
+    {file = "websockets-14.2-cp311-cp311-musllinux_1_2_i686.whl", hash = "sha256:1a5a20d5843886d34ff8c57424cc65a1deda4375729cbca4cb6b3353f3ce4142"},
+    {file = "websockets-14.2-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:34277a29f5303d54ec6468fb525d99c99938607bc96b8d72d675dee2b9f5bf1d"},
+    {file = "websockets-14.2-cp311-cp311-win32.whl", hash = "sha256:02687db35dbc7d25fd541a602b5f8e451a238ffa033030b172ff86a93cb5dc2a"},
+    {file = "websockets-14.2-cp311-cp311-win_amd64.whl", hash = "sha256:862e9967b46c07d4dcd2532e9e8e3c2825e004ffbf91a5ef9dde519ee2effb0b"},
+    {file = "websockets-14.2-cp312-cp312-macosx_10_13_universal2.whl", hash = "sha256:1f20522e624d7ffbdbe259c6b6a65d73c895045f76a93719aa10cd93b3de100c"},
+    {file = "websockets-14.2-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:647b573f7d3ada919fd60e64d533409a79dcf1ea21daeb4542d1d996519ca967"},
+    {file = "websockets-14.2-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:6af99a38e49f66be5a64b1e890208ad026cda49355661549c507152113049990"},
+    {file = "websockets-14.2-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:091ab63dfc8cea748cc22c1db2814eadb77ccbf82829bac6b2fbe3401d548eda"},
+    {file = "websockets-14.2-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:b374e8953ad477d17e4851cdc66d83fdc2db88d9e73abf755c94510ebddceb95"},
+    {file = "websockets-14.2-cp312-cp312-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:a39d7eceeea35db85b85e1169011bb4321c32e673920ae9c1b6e0978590012a3"},
+    {file = "websockets-14.2-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:0a6f3efd47ffd0d12080594f434faf1cd2549b31e54870b8470b28cc1d3817d9"},
+    {file = "websockets-14.2-cp312-cp312-musllinux_1_2_i686.whl", hash = "sha256:065ce275e7c4ffb42cb738dd6b20726ac26ac9ad0a2a48e33ca632351a737267"},
+    {file = "websockets-14.2-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:e9d0e53530ba7b8b5e389c02282f9d2aa47581514bd6049d3a7cffe1385cf5fe"},
+    {file = "websockets-14.2-cp312-cp312-win32.whl", hash = "sha256:20e6dd0984d7ca3037afcb4494e48c74ffb51e8013cac71cf607fffe11df7205"},
+    {file = "websockets-14.2-cp312-cp312-win_amd64.whl", hash = "sha256:44bba1a956c2c9d268bdcdf234d5e5ff4c9b6dc3e300545cbe99af59dda9dcce"},
+    {file = "websockets-14.2-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:6f1372e511c7409a542291bce92d6c83320e02c9cf392223272287ce55bc224e"},
+    {file = "websockets-14.2-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:4da98b72009836179bb596a92297b1a61bb5a830c0e483a7d0766d45070a08ad"},
+    {file = "websockets-14.2-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:f8a86a269759026d2bde227652b87be79f8a734e582debf64c9d302faa1e9f03"},
+    {file = "websockets-14.2-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:86cf1aaeca909bf6815ea714d5c5736c8d6dd3a13770e885aafe062ecbd04f1f"},
+    {file = "websockets-14.2-cp313-cp313-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:a9b0f6c3ba3b1240f602ebb3971d45b02cc12bd1845466dd783496b3b05783a5"},
+    {file = "websockets-14.2-cp313-cp313-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:669c3e101c246aa85bc8534e495952e2ca208bd87994650b90a23d745902db9a"},
+    {file = "websockets-14.2-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:eabdb28b972f3729348e632ab08f2a7b616c7e53d5414c12108c29972e655b20"},
+    {file = "websockets-14.2-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:2066dc4cbcc19f32c12a5a0e8cc1b7ac734e5b64ac0a325ff8353451c4b15ef2"},
+    {file = "websockets-14.2-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:ab95d357cd471df61873dadf66dd05dd4709cae001dd6342edafc8dc6382f307"},
+    {file = "websockets-14.2-cp313-cp313-win32.whl", hash = "sha256:a9e72fb63e5f3feacdcf5b4ff53199ec8c18d66e325c34ee4c551ca748623bbc"},
+    {file = "websockets-14.2-cp313-cp313-win_amd64.whl", hash = "sha256:b439ea828c4ba99bb3176dc8d9b933392a2413c0f6b149fdcba48393f573377f"},
+    {file = "websockets-14.2-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:7cd5706caec1686c5d233bc76243ff64b1c0dc445339bd538f30547e787c11fe"},
+    {file = "websockets-14.2-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:ec607328ce95a2f12b595f7ae4c5d71bf502212bddcea528290b35c286932b12"},
+    {file = "websockets-14.2-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:da85651270c6bfb630136423037dd4975199e5d4114cae6d3066641adcc9d1c7"},
+    {file = "websockets-14.2-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:c3ecadc7ce90accf39903815697917643f5b7cfb73c96702318a096c00aa71f5"},
+    {file = "websockets-14.2-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:1979bee04af6a78608024bad6dfcc0cc930ce819f9e10342a29a05b5320355d0"},
+    {file = "websockets-14.2-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:2dddacad58e2614a24938a50b85969d56f88e620e3f897b7d80ac0d8a5800258"},
+    {file = "websockets-14.2-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:89a71173caaf75fa71a09a5f614f450ba3ec84ad9fca47cb2422a860676716f0"},
+    {file = "websockets-14.2-cp39-cp39-musllinux_1_2_i686.whl", hash = "sha256:6af6a4b26eea4fc06c6818a6b962a952441e0e39548b44773502761ded8cc1d4"},
+    {file = "websockets-14.2-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:80c8efa38957f20bba0117b48737993643204645e9ec45512579132508477cfc"},
+    {file = "websockets-14.2-cp39-cp39-win32.whl", hash = "sha256:2e20c5f517e2163d76e2729104abc42639c41cf91f7b1839295be43302713661"},
+    {file = "websockets-14.2-cp39-cp39-win_amd64.whl", hash = "sha256:b4c8cef610e8d7c70dea92e62b6814a8cd24fbd01d7103cc89308d2bfe1659ef"},
+    {file = "websockets-14.2-pp310-pypy310_pp73-macosx_10_15_x86_64.whl", hash = "sha256:d7d9cafbccba46e768be8a8ad4635fa3eae1ffac4c6e7cb4eb276ba41297ed29"},
+    {file = "websockets-14.2-pp310-pypy310_pp73-macosx_11_0_arm64.whl", hash = "sha256:c76193c1c044bd1e9b3316dcc34b174bbf9664598791e6fb606d8d29000e070c"},
+    {file = "websockets-14.2-pp310-pypy310_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:fd475a974d5352390baf865309fe37dec6831aafc3014ffac1eea99e84e83fc2"},
+    {file = "websockets-14.2-pp310-pypy310_pp73-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:2c6c0097a41968b2e2b54ed3424739aab0b762ca92af2379f152c1aef0187e1c"},
+    {file = "websockets-14.2-pp310-pypy310_pp73-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6d7ff794c8b36bc402f2e07c0b2ceb4a2424147ed4785ff03e2a7af03711d60a"},
+    {file = "websockets-14.2-pp310-pypy310_pp73-win_amd64.whl", hash = "sha256:dec254fcabc7bd488dab64846f588fc5b6fe0d78f641180030f8ea27b76d72c3"},
+    {file = "websockets-14.2-pp39-pypy39_pp73-macosx_10_15_x86_64.whl", hash = "sha256:bbe03eb853e17fd5b15448328b4ec7fb2407d45fb0245036d06a3af251f8e48f"},
+    {file = "websockets-14.2-pp39-pypy39_pp73-macosx_11_0_arm64.whl", hash = "sha256:a3c4aa3428b904d5404a0ed85f3644d37e2cb25996b7f096d77caeb0e96a3b42"},
+    {file = "websockets-14.2-pp39-pypy39_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:577a4cebf1ceaf0b65ffc42c54856214165fb8ceeba3935852fc33f6b0c55e7f"},
+    {file = "websockets-14.2-pp39-pypy39_pp73-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:ad1c1d02357b7665e700eca43a31d52814ad9ad9b89b58118bdabc365454b574"},
+    {file = "websockets-14.2-pp39-pypy39_pp73-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:f390024a47d904613577df83ba700bd189eedc09c57af0a904e5c39624621270"},
+    {file = "websockets-14.2-pp39-pypy39_pp73-win_amd64.whl", hash = "sha256:3c1426c021c38cf92b453cdf371228d3430acd775edee6bac5a4d577efc72365"},
+    {file = "websockets-14.2-py3-none-any.whl", hash = "sha256:7a6ceec4ea84469f15cf15807a747e9efe57e369c384fa86e022b3bea679b79b"},
+    {file = "websockets-14.2.tar.gz", hash = "sha256:5059ed9c54945efb321f097084b4c7e52c246f2c869815876a69d1efc4ad6eb5"},
+]
+
 [[package]]
 name = "widgetsnbextension"
 version = "4.0.13"
@@ -5615,4 +5451,4 @@ propcache = ">=0.2.0"
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.10"
-content-hash = "589d4265c99bb94e935eeae053707638d72da1eaca38f0d60c832210703bd5bc"
+content-hash = "0ab5205db01e1abea947536074593b29b16347a16ca5e9489c024a2c3a05df8f"

pyproject.toml

@@ -31,10 +31,10 @@ regex = "^2024.4.28"
 pdftext = "~0.5.1"
 markdownify = "^0.13.1"
 click = "^8.1.7"
-google-generativeai = "^0.8.3"
 markdown2 = "^2.5.2"
 filetype = "^1.2.0"
 scikit-learn = "^1.6.1"
+google-genai = "^1.0.0"
 
 [tool.poetry.group.dev.dependencies]
 jupyter = "^1.0.0"

tests/processors/test_llm_processors.py

@@ -6,7 +6,6 @@ from marker.processors.llm.llm_complex import LLMComplexRegionProcessor
 from marker.processors.llm.llm_form import LLMFormProcessor
 from marker.processors.llm.llm_image_description import LLMImageDescriptionProcessor
 from marker.processors.llm.llm_table import LLMTableProcessor
-from marker.processors.llm.llm_text import LLMTextProcessor
 from marker.processors.table import TableProcessor
 from marker.renderers.markdown import MarkdownRenderer
 from marker.schema import BlockTypes
@@ -97,25 +96,6 @@ def test_llm_table_processor(pdf_document, detection_model, table_rec_model, rec
     assert "Value 1 $x$" in markdown
 
 
-@pytest.mark.filename("adversarial.pdf")
-@pytest.mark.config({"page_range": [0]})
-def test_llm_text_processor(pdf_document, mocker):
-    inline_math_block = pdf_document.contained_blocks((BlockTypes.TextInlineMath,))[0]
-    text_lines = inline_math_block.contained_blocks(pdf_document, (BlockTypes.Line,))
-    corrected_lines = ["<i>Text</i>"] * len(text_lines)
-
-    mock_cls = Mock()
-    mock_cls.return_value.generate_response.return_value = {"corrected_lines": corrected_lines}
-    mocker.patch("marker.processors.llm.GoogleModel", mock_cls)
-
-    processor = LLMTextProcessor({"use_llm": True, "google_api_key": "test"})
-    processor(pdf_document)
-
-    contained_spans = text_lines[0].contained_blocks(pdf_document, (BlockTypes.Span,))
-    assert contained_spans[0].text == "Text\n" # Newline inserted at end of line
-    assert contained_spans[0].formats == ["italic"]
-
-
 @pytest.mark.filename("A17_FlightPlan.pdf")
 @pytest.mark.config({"page_range": [0]})
 def test_llm_caption_processor_disabled(pdf_document):