diff --git a/.env.sample b/.env.sample
new file mode 100644
index 0000000..5564864
--- /dev/null
+++ b/.env.sample
@@ -0,0 +1,2 @@
+OPENAI_API_KEY=sk-proj-xxxxx
+GEMINI_API_KEY=asdasd
diff --git a/docker-compose.yml b/docker-compose.yml
index c221f3e..c152cb4 100644
--- a/docker-compose.yml
+++ b/docker-compose.yml
@@ -15,6 +15,8 @@ services:
       - ./pythonkr_backend:/app/pythonkr_backend
     ports:
       - "8080:8080"
+    env_file:
+      - .env
     depends_on:
       - db
     environment:
@@ -23,4 +25,4 @@ services:
       POSTGRES_PASSWORD: pktesting
 
 volumes:
-  postgres_data:
\ No newline at end of file
+  postgres_data:
diff --git a/pyproject.toml b/pyproject.toml
index 69605b4..894cf06 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -5,11 +5,18 @@ description = "Add your description here"
 readme = "README.md"
 requires-python = ">=3.12"
 dependencies = [
+    "beautifulsoup4>=4.13.3",
     "django>=5.1.7",
     "gunicorn>=23.0.0",
     "httpx>=0.28.1",
+    "llm>=0.24.2",
+    "llm-gemini>=0.18.1",
+    "lxml>=5.3.2",
     "markdown>=3.7",
     "psycopg[binary]>=3.2.5",
+    "readtime>=3.0.0",
+    "requests>=2.32.3",
+    "tiktoken>=0.9.0",
     "wagtail>=6.4.1",
     "wagtail-bakery>=0.8.0",
 ]
diff --git a/pythonkr_backend/curation/__init__.py b/pythonkr_backend/curation/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/pythonkr_backend/curation/admin.py b/pythonkr_backend/curation/admin.py
new file mode 100644
index 0000000..c3ea81a
--- /dev/null
+++ b/pythonkr_backend/curation/admin.py
@@ -0,0 +1,88 @@
+from django.contrib import admin, messages
+from .models import Article, Category # Or combine imports
+
+
+@admin.register(Category)
+class CategoryAdmin(admin.ModelAdmin):
+    list_display = ('name', 'slug')
+    search_fields = ('name',)
+    prepopulated_fields = {'slug': ('name',)} # Auto-populate slug from name
+
+
+@admin.action(description="Fetch content, summarize, and translate selected articles")
+def summarize_selected_articles(modeladmin, request, queryset):
+    success_count = 0
+    errors = []
+    
+    for article in queryset:
+        result = article.fetch_and_summarize()
+        if result.startswith("Error"):
+            errors.append(f"{article.url}: {result}")
+        else:
+            success_count += 1
+    
+    if success_count > 0:
+        modeladmin.message_user(
+            request, 
+            f"Successfully processed {success_count} article(s) (fetch, summarize, translate).", 
+            messages.SUCCESS
+        )
+    
+    if errors:
+        error_message = "Errors encountered:\n" + "\n".join(errors)
+        modeladmin.message_user(request, error_message, messages.WARNING)
+
+
+
+
+@admin.register(Article)
+class ArticleAdmin(admin.ModelAdmin):
+    list_display = ('url', 'title', 'display_categories', 'summary_preview', 'summary_ko_preview', 'reading_time_minutes', 'updated_at', 'created_at')
+    list_filter = ('categories', 'created_at', 'updated_at')
+    search_fields = ('url', 'title', 'summary', 'summary_ko', 'categories__name')
+    readonly_fields = ('created_at', 'updated_at', 'summary', 'summary_ko', 'reading_time_minutes')
+    actions = [summarize_selected_articles]
+    filter_horizontal = ('categories',)
+    
+    fieldsets = (
+        ('Article Information', {
+            'fields': ('url', 'title', 'categories')
+        }),
+        ('Generated Content', {
+            'fields': ('summary', 'summary_ko', 'reading_time_minutes'),
+            'classes': ('collapse',)
+        }),
+        ('Metadata', {
+            'fields': ('created_at', 'updated_at'),
+            'classes': ('collapse',)
+        }),
+    )
+    
+    @admin.display(description='Categories')
+    def display_categories(self, obj):
+        """Displays categories as a comma-separated string in the list view."""
+        if obj.categories.exists():
+            return ", ".join([category.name for category in obj.categories.all()])
+        return '-' # Or None, or empty string
+        
+    def get_readonly_fields(self, request, obj=None):
+        # Make 'categories' always read-only as it's set by the LLM
+        readonly = list(super().get_readonly_fields(request, obj))
+        if 'categories' not in readonly:
+             readonly.append('categories')
+        return readonly
+    
+    @admin.display(description='Summary Preview')
+    def summary_preview(self, obj):
+        if obj.summary:
+            preview = obj.summary[:100]
+            return f"{preview}..." if len(obj.summary) > 100 else preview
+        return "No summary available"
+        
+    @admin.display(description='Korean Summary Preview')
+    def summary_ko_preview(self, obj):
+         if obj.summary_ko:
+            if obj.summary_ko.startswith("Translation Error"): return obj.summary_ko
+            preview = obj.summary_ko[:50]
+            return f"{preview}..." if len(obj.summary_ko) > 50 else preview
+         return "No Korean summary"
diff --git a/pythonkr_backend/curation/apps.py b/pythonkr_backend/curation/apps.py
new file mode 100644
index 0000000..0f438e7
--- /dev/null
+++ b/pythonkr_backend/curation/apps.py
@@ -0,0 +1,6 @@
+from django.apps import AppConfig
+
+
+class CurationConfig(AppConfig):
+    default_auto_field = 'django.db.models.BigAutoField'
+    name = 'curation'
diff --git a/pythonkr_backend/curation/migrations/0001_initial.py b/pythonkr_backend/curation/migrations/0001_initial.py
new file mode 100644
index 0000000..93ed208
--- /dev/null
+++ b/pythonkr_backend/curation/migrations/0001_initial.py
@@ -0,0 +1,25 @@
+# Generated by Django 5.2 on 2025-04-20 05:42
+
+from django.db import migrations, models
+
+
+class Migration(migrations.Migration):
+
+    initial = True
+
+    dependencies = [
+    ]
+
+    operations = [
+        migrations.CreateModel(
+            name='Article',
+            fields=[
+                ('id', models.BigAutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')),
+                ('url', models.URLField(help_text='The unique URL of the article.', max_length=2048, unique=True)),
+                ('title', models.CharField(blank=True, help_text='Article title (can be fetched automatically or entered manually).', max_length=512)),
+                ('summary', models.TextField(blank=True, help_text='AI-generated summary of the article.')),
+                ('created_at', models.DateTimeField(auto_now_add=True)),
+                ('updated_at', models.DateTimeField(auto_now=True)),
+            ],
+        ),
+    ]
diff --git a/pythonkr_backend/curation/migrations/0002_article_reading_time_minutes.py b/pythonkr_backend/curation/migrations/0002_article_reading_time_minutes.py
new file mode 100644
index 0000000..60a266b
--- /dev/null
+++ b/pythonkr_backend/curation/migrations/0002_article_reading_time_minutes.py
@@ -0,0 +1,18 @@
+# Generated by Django 5.2 on 2025-04-20 06:20
+
+from django.db import migrations, models
+
+
+class Migration(migrations.Migration):
+
+    dependencies = [
+        ('curation', '0001_initial'),
+    ]
+
+    operations = [
+        migrations.AddField(
+            model_name='article',
+            name='reading_time_minutes',
+            field=models.PositiveIntegerField(blank=True, help_text='Estimated reading time in minutes.', null=True),
+        ),
+    ]
diff --git a/pythonkr_backend/curation/migrations/0003_article_summary_ko.py b/pythonkr_backend/curation/migrations/0003_article_summary_ko.py
new file mode 100644
index 0000000..7bb4215
--- /dev/null
+++ b/pythonkr_backend/curation/migrations/0003_article_summary_ko.py
@@ -0,0 +1,18 @@
+# Generated by Django 5.2 on 2025-04-20 06:23
+
+from django.db import migrations, models
+
+
+class Migration(migrations.Migration):
+
+    dependencies = [
+        ('curation', '0002_article_reading_time_minutes'),
+    ]
+
+    operations = [
+        migrations.AddField(
+            model_name='article',
+            name='summary_ko',
+            field=models.TextField(blank=True, help_text='Korean translation of the summary (via OpenAI).'),
+        ),
+    ]
diff --git a/pythonkr_backend/curation/migrations/0004_alter_article_reading_time_minutes.py b/pythonkr_backend/curation/migrations/0004_alter_article_reading_time_minutes.py
new file mode 100644
index 0000000..0dbccca
--- /dev/null
+++ b/pythonkr_backend/curation/migrations/0004_alter_article_reading_time_minutes.py
@@ -0,0 +1,18 @@
+# Generated by Django 5.2 on 2025-04-20 06:34
+
+from django.db import migrations, models
+
+
+class Migration(migrations.Migration):
+
+    dependencies = [
+        ('curation', '0003_article_summary_ko'),
+    ]
+
+    operations = [
+        migrations.AlterField(
+            model_name='article',
+            name='reading_time_minutes',
+            field=models.PositiveIntegerField(blank=True, help_text='Estimated reading time in minutes (based on full article content).', null=True),
+        ),
+    ]
diff --git a/pythonkr_backend/curation/migrations/0005_category.py b/pythonkr_backend/curation/migrations/0005_category.py
new file mode 100644
index 0000000..13c4f08
--- /dev/null
+++ b/pythonkr_backend/curation/migrations/0005_category.py
@@ -0,0 +1,25 @@
+# Generated by Django 5.2 on 2025-04-20 07:11
+
+from django.db import migrations, models
+
+
+class Migration(migrations.Migration):
+
+    dependencies = [
+        ('curation', '0004_alter_article_reading_time_minutes'),
+    ]
+
+    operations = [
+        migrations.CreateModel(
+            name='Category',
+            fields=[
+                ('id', models.BigAutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')),
+                ('name', models.CharField(help_text="The name of the category (e.g., 'Web Development', 'LLM').", max_length=100, unique=True)),
+                ('slug', models.SlugField(blank=True, help_text='A URL-friendly slug for the category.', max_length=100, unique=True)),
+            ],
+            options={
+                'verbose_name_plural': 'Categories',
+                'ordering': ['name'],
+            },
+        ),
+    ]
diff --git a/pythonkr_backend/curation/migrations/0006_article_categories.py b/pythonkr_backend/curation/migrations/0006_article_categories.py
new file mode 100644
index 0000000..22f0cc8
--- /dev/null
+++ b/pythonkr_backend/curation/migrations/0006_article_categories.py
@@ -0,0 +1,18 @@
+# Generated by Django 5.2 on 2025-04-20 07:25
+
+from django.db import migrations, models
+
+
+class Migration(migrations.Migration):
+
+    dependencies = [
+        ('curation', '0005_category'),
+    ]
+
+    operations = [
+        migrations.AddField(
+            model_name='article',
+            name='categories',
+            field=models.ManyToManyField(blank=True, help_text='Select one or more categories for this article.', related_name='articles', to='curation.category'),
+        ),
+    ]
diff --git a/pythonkr_backend/curation/migrations/__init__.py b/pythonkr_backend/curation/migrations/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/pythonkr_backend/curation/models.py b/pythonkr_backend/curation/models.py
new file mode 100644
index 0000000..5e2d3c6
--- /dev/null
+++ b/pythonkr_backend/curation/models.py
@@ -0,0 +1,178 @@
+from django.db import models
+from django.utils.text import slugify
+from .utils import get_summary_from_url, translate_to_korean, categorize_summary 
+import readtime
+import os
+
+
+class Category(models.Model):
+    name = models.CharField(max_length=100, unique=True, help_text="The name of the category (e.g., 'Web Development', 'LLM').")
+    slug = models.SlugField(max_length=100, unique=True, help_text="A URL-friendly slug for the category.", blank=True) # Optional but good practice
+
+    def save(self, *args, **kwargs):
+        # Auto-generate slug if blank (optional)
+        if not self.slug:
+            self.slug = slugify(self.name)
+        super().save(*args, **kwargs)
+
+    def __str__(self):
+        return self.name
+
+    class Meta:
+        verbose_name_plural = "Categories" # Nicer plural name in admin
+        ordering = ['name'] # Optional: Order categories alphabetically
+
+
+class Article(models.Model):
+    url = models.URLField(unique=True, max_length=2048, help_text="The unique URL of the article.")
+    title = models.CharField(max_length=512, blank=True, help_text="Article title (can be fetched automatically or entered manually).")
+    summary = models.TextField(blank=True, help_text="AI-generated summary of the article.")
+    summary_ko = models.TextField(blank=True, help_text="Korean translation of the summary (via OpenAI).")
+    reading_time_minutes = models.PositiveIntegerField(
+        null=True, blank=True,
+        help_text="Estimated reading time in minutes (based on full article content)."
+    )
+    categories = models.ManyToManyField(
+        Category,
+        blank=True, # An article might have no categories initially or after processing
+        related_name='articles', # How Category model refers back to Articles
+        help_text="Select one or more categories for this article."
+    )
+    created_at = models.DateTimeField(auto_now_add=True)
+    updated_at = models.DateTimeField(auto_now=True)
+
+    def __str__(self):
+        return self.title or self.url
+        
+    def calculate_reading_time(self, full_text: str):
+        """
+        Calculates reading time based on the provided text.
+        """
+        if full_text:
+            try:
+                result = readtime.of_text(full_text)
+                self.reading_time_minutes = result.minutes
+            except Exception as e:
+                print(f"Error calculating reading time for article {self.id}: {e}")
+                self.reading_time_minutes = None # Set to None on calculation error
+        else:
+            self.reading_time_minutes = None
+
+    def fetch_and_summarize(self) -> str:
+        """
+        Fetches content, calculates reading time on full text, generates summary,
+        translates summary, and saves all results.
+        """
+        if not self.url:
+            return "Error: No URL provided."
+
+        try:
+            summary_text = get_summary_from_url(self.url)
+
+            self.calculate_reading_time(summary_text) # Call updated method
+
+            if not summary_text:
+                self.summary = ""
+                self.summary_ko = ""
+                self.save(update_fields=['title', 'summary', 'summary_ko', 'reading_time_minutes', 'updated_at'])
+                return "Error extracting summary. Other details saved."
+
+            self.summary = summary_text # Set summary
+
+            categorization_status = "Categorization skipped (no summary)."
+            if self.summary: # Only categorize if summary was successful
+                 categorization_status = self.assign_categories() # Call the revised method
+                 print(f"Categorization status for article {self.id}: {categorization_status}")
+
+            translation_status = self.translate_summary_to_korean() # Call translation
+            print(f"Translation status for article {self.id}: {translation_status}")
+            translation_failed = "Error" in translation_status
+
+            self.save(update_fields=[
+                'title',
+                'summary',
+                'summary_ko',
+                'reading_time_minutes',
+                'updated_at'
+            ])
+
+            translation_failed = "Error" in translation_status # Re-evaluate this variable if needed
+
+            final_message = "Fetch, Read Time, Summary completed."
+            final_message += " Translation failed." if translation_failed else " Translation completed."
+            final_message += f" {categorization_status}" # Include categorization status message
+            return final_message
+
+        except ImportError as e:
+            return f"Error with required libraries: {str(e)}"
+        except Exception as e:
+             print(f"Unexpected error during fetch/summarize/translate for {self.id}: {e}")
+             return f"Unexpected error processing article: {str(e)}"
+            
+    def translate_summary_to_korean(self):
+        """
+        Translates the summary to Korean using the OpenAI API via Langchain.
+        """
+        if not self.summary:
+            self.summary_ko = ""
+            return "No summary to translate."
+
+        try:
+            translated_text = translate_to_korean(self.summary)
+
+            self.summary_ko = translated_text.strip() if translated_text else ""
+            self.save(update_fields=['summary_ko', 'updated_at'])
+            return "Summary translated successfully using OpenAI."
+
+        except Exception as e:
+            print(f"Error translating article {self.id} using OpenAI: {e}")
+            self.summary_ko = "" # Clear on error
+            self.save(update_fields=['summary_ko', 'updated_at'])
+            return f"Error during OpenAI translation: {str(e)[:150]}"
+            
+    def assign_categories(self):
+        """Assigns multiple categories based on the summary using an LLM."""
+        if not self.summary:
+            self.categories.clear() # Clear existing categories if no summary
+            return "Error: No summary available to categorize."
+
+        try:
+            defined_category_names = [
+                'Web Development', 'MLOps', 'Large Language Models',
+                'Data Science', 'AI General', 'Software Engineering', 'Other'
+            ]
+            category_objects = []
+            created_names = []
+            for name in defined_category_names:
+                cat, created = Category.objects.get_or_create(name=name)
+                category_objects.append(cat)
+                if created:
+                  created_names.append(name)
+                  cat.save()
+
+            if created_names:
+                print(f"Ensured categories exist. Created new: {created_names}")
+
+            response_text = categorize_summary(self.summary, defined_category_names).replace("'", "").replace('"', "")
+            assigned_category_names = [name.strip() for name in response_text.split(',') if name.strip()]
+
+            valid_categories = Category.objects.filter(name__in=assigned_category_names).filter(name__in=defined_category_names)
+            valid_category_names = list(valid_categories.values_list('name', flat=True))
+
+            print(f"LLM suggested: {assigned_category_names}, Validated & Found: {valid_category_names}")
+
+            self.categories.clear() # Remove old associations first
+            if valid_categories:
+                self.categories.add(*valid_categories) # Add the new set using the splat operator
+                return f"Article categories set to: {', '.join(valid_category_names)}."
+            elif 'Other' in assigned_category_names:
+                 other_cat = Category.objects.filter(name='Other').first()
+                 if other_cat:
+                     self.categories.add(other_cat)
+                     return "Article category set to: Other."
+
+            return "Warning: No valid categories assigned based on LLM response."
+
+        except Exception as e:
+            print(f"Error categorizing article {self.id}: {e}")
+            return f"Error during categorization: {str(e)[:150]}"
diff --git a/pythonkr_backend/curation/tests.py b/pythonkr_backend/curation/tests.py
new file mode 100644
index 0000000..7ce503c
--- /dev/null
+++ b/pythonkr_backend/curation/tests.py
@@ -0,0 +1,3 @@
+from django.test import TestCase
+
+# Create your tests here.
diff --git a/pythonkr_backend/curation/utils.py b/pythonkr_backend/curation/utils.py
new file mode 100644
index 0000000..6fd810d
--- /dev/null
+++ b/pythonkr_backend/curation/utils.py
@@ -0,0 +1,77 @@
+import httpx
+import llm
+from pydantic import BaseModel
+
+import os
+
+class Result(BaseModel):
+    categories: list[str]
+
+GEMINI_API_KEY = os.environ.get("GEMINI_API_KEY")
+
+def fetch_content_from_url(url: str) -> str:
+    """
+    Fetches the content from the given URL.
+
+    Args:
+        url (str): The URL to fetch content from.
+
+    Returns:
+        str: The content fetched from the URL.
+    """
+    llm_friendly_jina_ai_url = f'https://r.jina.ai/{url}'
+    response = httpx.get(llm_friendly_jina_ai_url)
+    return response.text
+
+
+def parse_contents(contents: str):
+    headers, markdown_body = contents.split("Markdown Content:",1)
+    header = {}
+    for header_line in headers.splitlines():
+        if header_line.strip() != "":
+            header_name, header_value =  header_line.split(":", 1)
+            header[header_name.strip()] = header_value.strip()
+    # most case 
+    # Title, URL Source
+    return header, markdown_body
+
+def get_summary_from_url(url: str):
+    contents = fetch_content_from_url(url)
+    model = llm.get_model("gemini-2.5-pro-exp-03-25")
+    model.key = GEMINI_API_KEY
+    response = model.prompt(
+        contents,
+        system="""make readable title and summary in korean as markdown format,
+                summary should be list of minimum 3, maximum 5 items"""
+    )
+    #header, markdown_body = parse_contents(contents)
+    return response.text()
+
+def translate_to_korean(content: str):
+    english_text = content
+    model = llm.get_model("gemini-2.5-pro-exp-03-25")
+    model.key = GEMINI_API_KEY
+    response = model.prompt(
+        f"Please translate the following English text accurately to Korean.\n\n{english_text}",
+        system="Your are a helpful assistant that translates English text to Korean.",
+    )
+
+    return response.text()
+
+
+def categorize_summary(summary: str, categories: list[str]):
+    category_list_str = [f"'{category}'" for category in categories]
+    model = llm.get_model("gemini-2.5-pro-exp-03-25")
+    model.key = GEMINI_API_KEY
+    response = model.prompt(
+        f"Please categories the following article summary:\n\n{summary}",
+        system=f"""
+- You are a helpful assistant that categorizes technical articles based on their summary. 
+- Assign one or more relevant categories from the following list: {category_list_str}. 
+- Respond with ONLY the category names, separated by commas (e.g., 'Web Development, Large Language Models'). 
+- If none fit well, respond with 'Other'.
+        """,
+    )
+
+    return response.text()
+
diff --git a/pythonkr_backend/curation/views.py b/pythonkr_backend/curation/views.py
new file mode 100644
index 0000000..91ea44a
--- /dev/null
+++ b/pythonkr_backend/curation/views.py
@@ -0,0 +1,3 @@
+from django.shortcuts import render
+
+# Create your views here.
diff --git a/pythonkr_backend/pythonkr_backend/settings/base.py b/pythonkr_backend/pythonkr_backend/settings/base.py
index 27ab68d..829e83d 100644
--- a/pythonkr_backend/pythonkr_backend/settings/base.py
+++ b/pythonkr_backend/pythonkr_backend/settings/base.py
@@ -55,6 +55,7 @@
     "bakery",
     "wagtailbakery",
     "pythonkr",
+    "curation",
 ]
 
 MIDDLEWARE = [
@@ -168,4 +169,4 @@
 
 BAKERY_VIEWS = (
     "wagtailbakery.views.AllPublishedPagesView",
-)
\ No newline at end of file
+)
diff --git a/uv.lock b/uv.lock
index 8d6a05f..e79951d 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1,6 +1,19 @@
 version = 1
 revision = 1
 requires-python = ">=3.12"
+resolution-markers = [
+    "python_full_version >= '3.12.4'",
+    "python_full_version < '3.12.4'",
+]
+
+[[package]]
+name = "annotated-types"
+version = "0.7.0"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/ee/67/531ea369ba64dcff5ec9c3402f9f51bf748cec26dde048a2f973a4eea7f5/annotated_types-0.7.0.tar.gz", hash = "sha256:aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89", size = 16081 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/78/b6/6307fbef88d9b5ee7421e68d78a9f162e0da4900bc5f5793f6d3d0e34fb8/annotated_types-0.7.0-py3-none-any.whl", hash = "sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53", size = 13643 },
+]
 
 [[package]]
 name = "anyascii"
@@ -128,6 +141,30 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/0e/f6/65ecc6878a89bb1c23a086ea335ad4bf21a588990c3f535a227b9eea9108/charset_normalizer-3.4.1-py3-none-any.whl", hash = "sha256:d98b1668f06378c6dbefec3b92299716b931cd4e6061f3c875a71ced1780ab85", size = 49767 },
 ]
 
+[[package]]
+name = "click"
+version = "8.1.8"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "colorama", marker = "sys_platform == 'win32'" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/b9/2e/0090cbf739cee7d23781ad4b89a9894a41538e4fcf4c31dcdd705b78eb8b/click-8.1.8.tar.gz", hash = "sha256:ed53c9d8990d83c2a27deae68e4ee337473f6330c040a31d4225c9574d16096a", size = 226593 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/7e/d4/7ebdbd03970677812aac39c869717059dbb71a4cfc033ca6e5221787892c/click-8.1.8-py3-none-any.whl", hash = "sha256:63c132bbbed01578a06712a2d1f497bb62d9c1c0d329b7903a866228027263b2", size = 98188 },
+]
+
+[[package]]
+name = "click-default-group"
+version = "1.2.4"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "click" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/1d/ce/edb087fb53de63dad3b36408ca30368f438738098e668b78c87f93cd41df/click_default_group-1.2.4.tar.gz", hash = "sha256:eb3f3c99ec0d456ca6cd2a7f08f7d4e91771bef51b01bdd9580cc6450fe1251e", size = 3505 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/2c/1a/aff8bb287a4b1400f69e09a53bd65de96aa5cee5691925b38731c67fc695/click_default_group-1.2.4-py2.py3-none-any.whl", hash = "sha256:9b60486923720e7fc61731bdb32b617039aba820e22e1c88766b1125592eaa5f", size = 4123 },
+]
+
 [[package]]
 name = "colorama"
 version = "0.4.6"
@@ -137,6 +174,24 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/d1/d6/3965ed04c63042e047cb6a3e6ed1a63a35087b6a609aa3a15ed8ac56c221/colorama-0.4.6-py2.py3-none-any.whl", hash = "sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6", size = 25335 },
 ]
 
+[[package]]
+name = "condense-json"
+version = "0.1.2"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/ca/c7/fb14dfac23e6e27170f8a94bf13355987d15f8db62df99146f81bf6b2508/condense_json-0.1.2.tar.gz", hash = "sha256:a161e1984122ad35801cc14ecfe2b38d9d638c8c089e04cb545d26300fdc485e", size = 8625 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/88/3c/51cf297b9fe99577a5b1c16ca6a38787bf65555455a2991135c510dfc189/condense_json-0.1.2-py3-none-any.whl", hash = "sha256:bedc4f9de5c626483e57577adfebb9ef655a3b8ad15ab85401e2fdcc27aa37bb", size = 8457 },
+]
+
+[[package]]
+name = "cssselect"
+version = "1.3.0"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/72/0a/c3ea9573b1dc2e151abfe88c7fe0c26d1892fe6ed02d0cdb30f0d57029d5/cssselect-1.3.0.tar.gz", hash = "sha256:57f8a99424cfab289a1b6a816a43075a4b00948c86b4dcf3ef4ee7e15f7ab0c7", size = 42870 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/ee/58/257350f7db99b4ae12b614a36256d9cc870d71d9e451e79c2dc3b23d7c3c/cssselect-1.3.0-py3-none-any.whl", hash = "sha256:56d1bf3e198080cc1667e137bc51de9cadfca259f03c2d4e09037b3e01e30f0d", size = 18786 },
+]
+
 [[package]]
 name = "defusedxml"
 version = "0.7.1"
@@ -146,6 +201,15 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/07/6c/aa3f2f849e01cb6a001cd8554a88d4c77c5c1a31c95bdf1cf9301e6d9ef4/defusedxml-0.7.1-py2.py3-none-any.whl", hash = "sha256:a352e7e428770286cc899e2542b6cdaedb2b4953ff269a210103ec58f6198a61", size = 25604 },
 ]
 
+[[package]]
+name = "distro"
+version = "1.9.0"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/fc/f8/98eea607f65de6527f8a2e8885fc8015d3e6f5775df186e443e0964a11c3/distro-1.9.0.tar.gz", hash = "sha256:2fa77c6fd8940f116ee1d6b94a2f90b13b5ea8d019b98bc8bafdcabcdd9bdbed", size = 60722 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/12/b3/231ffd4ab1fc9d679809f356cebee130ac7daa00d6d6f3206dd4fd137e9e/distro-1.9.0-py3-none-any.whl", hash = "sha256:7bffd925d65168f85027d8da9af6bddab658135b840670a223589bc0c8ef02b2", size = 20277 },
+]
+
 [[package]]
 name = "django"
 version = "5.1.7"
@@ -372,6 +436,25 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/76/c6/c88e154df9c4e1a2a66ccf0005a88dfb2650c1dffb6f5ce603dfbd452ce3/idna-3.10-py3-none-any.whl", hash = "sha256:946d195a0d259cbba61165e88e65941f16e9b36ea6ddb97f00452bae8b1287d3", size = 70442 },
 ]
 
+[[package]]
+name = "ijson"
+version = "3.3.0"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/6c/83/28e9e93a3a61913e334e3a2e78ea9924bb9f9b1ac45898977f9d9dd6133f/ijson-3.3.0.tar.gz", hash = "sha256:7f172e6ba1bee0d4c8f8ebd639577bfe429dee0f3f96775a067b8bae4492d8a0", size = 60079 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/8a/4d/3992f7383e26a950e02dc704bc6c5786a080d5c25fe0fc5543ef477c1883/ijson-3.3.0-cp312-cp312-macosx_10_9_universal2.whl", hash = "sha256:988e959f2f3d59ebd9c2962ae71b97c0df58323910d0b368cc190ad07429d1bb", size = 84550 },
+    { url = "https://files.pythonhosted.org/packages/1b/cc/3d4372e0d0b02a821b982f1fdf10385512dae9b9443c1597719dd37769a9/ijson-3.3.0-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:b2f73f0d0fce5300f23a1383d19b44d103bb113b57a69c36fd95b7c03099b181", size = 57572 },
+    { url = "https://files.pythonhosted.org/packages/02/de/970d48b1ff9da5d9513c86fdd2acef5cb3415541c8069e0d92a151b84adb/ijson-3.3.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:0ee57a28c6bf523d7cb0513096e4eb4dac16cd935695049de7608ec110c2b751", size = 56902 },
+    { url = "https://files.pythonhosted.org/packages/5e/a0/4537722c8b3b05e82c23dfe09a3a64dd1e44a013a5ca58b1e77dfe48b2f1/ijson-3.3.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:e0155a8f079c688c2ccaea05de1ad69877995c547ba3d3612c1c336edc12a3a5", size = 127400 },
+    { url = "https://files.pythonhosted.org/packages/b2/96/54956062a99cf49f7a7064b573dcd756da0563ce57910dc34e27a473d9b9/ijson-3.3.0-cp312-cp312-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:7ab00721304af1ae1afa4313ecfa1bf16b07f55ef91e4a5b93aeaa3e2bd7917c", size = 118786 },
+    { url = "https://files.pythonhosted.org/packages/07/74/795319531c5b5504508f595e631d592957f24bed7ff51a15bc4c61e7b24c/ijson-3.3.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:40ee3821ee90be0f0e95dcf9862d786a7439bd1113e370736bfdf197e9765bfb", size = 126288 },
+    { url = "https://files.pythonhosted.org/packages/69/6a/e0cec06fbd98851d5d233b59058c1dc2ea767c9bb6feca41aa9164fff769/ijson-3.3.0-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:da3b6987a0bc3e6d0f721b42c7a0198ef897ae50579547b0345f7f02486898f5", size = 129569 },
+    { url = "https://files.pythonhosted.org/packages/2a/4f/82c0d896d8dcb175f99ced7d87705057bcd13523998b48a629b90139a0dc/ijson-3.3.0-cp312-cp312-musllinux_1_2_i686.whl", hash = "sha256:63afea5f2d50d931feb20dcc50954e23cef4127606cc0ecf7a27128ed9f9a9e6", size = 121508 },
+    { url = "https://files.pythonhosted.org/packages/2b/b6/8973474eba4a917885e289d9e138267d3d1f052c2d93b8c968755661a42d/ijson-3.3.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:b5c3e285e0735fd8c5a26d177eca8b52512cdd8687ca86ec77a0c66e9c510182", size = 127896 },
+    { url = "https://files.pythonhosted.org/packages/94/25/00e66af887adbbe70002e0479c3c2340bdfa17a168e25d4ab5a27b53582d/ijson-3.3.0-cp312-cp312-win32.whl", hash = "sha256:907f3a8674e489abdcb0206723e5560a5cb1fa42470dcc637942d7b10f28b695", size = 49272 },
+    { url = "https://files.pythonhosted.org/packages/25/a2/e187beee237808b2c417109ae0f4f7ee7c81ecbe9706305d6ac2a509cc45/ijson-3.3.0-cp312-cp312-win_amd64.whl", hash = "sha256:8f890d04ad33262d0c77ead53c85f13abfb82f2c8f078dfbf24b78f59534dfdd", size = 51272 },
+]
+
 [[package]]
 name = "iniconfig"
 version = "2.0.0"
@@ -381,6 +464,41 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/ef/a6/62565a6e1cf69e10f5727360368e451d4b7f58beeac6173dc9db836a5b46/iniconfig-2.0.0-py3-none-any.whl", hash = "sha256:b6a85871a79d2e3b22d2d1b94ac2824226a63c6b741c88f7ae975f18b6778374", size = 5892 },
 ]
 
+[[package]]
+name = "jiter"
+version = "0.9.0"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/1e/c2/e4562507f52f0af7036da125bb699602ead37a2332af0788f8e0a3417f36/jiter-0.9.0.tar.gz", hash = "sha256:aadba0964deb424daa24492abc3d229c60c4a31bfee205aedbf1acc7639d7893", size = 162604 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/af/d7/c55086103d6f29b694ec79156242304adf521577530d9031317ce5338c59/jiter-0.9.0-cp312-cp312-macosx_10_12_x86_64.whl", hash = "sha256:7b46249cfd6c48da28f89eb0be3f52d6fdb40ab88e2c66804f546674e539ec11", size = 309203 },
+    { url = "https://files.pythonhosted.org/packages/b0/01/f775dfee50beb420adfd6baf58d1c4d437de41c9b666ddf127c065e5a488/jiter-0.9.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:609cf3c78852f1189894383cf0b0b977665f54cb38788e3e6b941fa6d982c00e", size = 319678 },
+    { url = "https://files.pythonhosted.org/packages/ab/b8/09b73a793714726893e5d46d5c534a63709261af3d24444ad07885ce87cb/jiter-0.9.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d726a3890a54561e55a9c5faea1f7655eda7f105bd165067575ace6e65f80bb2", size = 341816 },
+    { url = "https://files.pythonhosted.org/packages/35/6f/b8f89ec5398b2b0d344257138182cc090302854ed63ed9c9051e9c673441/jiter-0.9.0-cp312-cp312-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:2e89dc075c1fef8fa9be219e249f14040270dbc507df4215c324a1839522ea75", size = 364152 },
+    { url = "https://files.pythonhosted.org/packages/9b/ca/978cc3183113b8e4484cc7e210a9ad3c6614396e7abd5407ea8aa1458eef/jiter-0.9.0-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:04e8ffa3c353b1bc4134f96f167a2082494351e42888dfcf06e944f2729cbe1d", size = 406991 },
+    { url = "https://files.pythonhosted.org/packages/13/3a/72861883e11a36d6aa314b4922125f6ae90bdccc225cd96d24cc78a66385/jiter-0.9.0-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:203f28a72a05ae0e129b3ed1f75f56bc419d5f91dfacd057519a8bd137b00c42", size = 395824 },
+    { url = "https://files.pythonhosted.org/packages/87/67/22728a86ef53589c3720225778f7c5fdb617080e3deaed58b04789418212/jiter-0.9.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:fca1a02ad60ec30bb230f65bc01f611c8608b02d269f998bc29cca8619a919dc", size = 351318 },
+    { url = "https://files.pythonhosted.org/packages/69/b9/f39728e2e2007276806d7a6609cda7fac44ffa28ca0d02c49a4f397cc0d9/jiter-0.9.0-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:237e5cee4d5d2659aaf91bbf8ec45052cc217d9446070699441a91b386ae27dc", size = 384591 },
+    { url = "https://files.pythonhosted.org/packages/eb/8f/8a708bc7fd87b8a5d861f1c118a995eccbe6d672fe10c9753e67362d0dd0/jiter-0.9.0-cp312-cp312-musllinux_1_1_aarch64.whl", hash = "sha256:528b6b71745e7326eed73c53d4aa57e2a522242320b6f7d65b9c5af83cf49b6e", size = 520746 },
+    { url = "https://files.pythonhosted.org/packages/95/1e/65680c7488bd2365dbd2980adaf63c562d3d41d3faac192ebc7ef5b4ae25/jiter-0.9.0-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:9f48e86b57bc711eb5acdfd12b6cb580a59cc9a993f6e7dcb6d8b50522dcd50d", size = 512754 },
+    { url = "https://files.pythonhosted.org/packages/78/f3/fdc43547a9ee6e93c837685da704fb6da7dba311fc022e2766d5277dfde5/jiter-0.9.0-cp312-cp312-win32.whl", hash = "sha256:699edfde481e191d81f9cf6d2211debbfe4bd92f06410e7637dffb8dd5dfde06", size = 207075 },
+    { url = "https://files.pythonhosted.org/packages/cd/9d/742b289016d155f49028fe1bfbeb935c9bf0ffeefdf77daf4a63a42bb72b/jiter-0.9.0-cp312-cp312-win_amd64.whl", hash = "sha256:099500d07b43f61d8bd780466d429c45a7b25411b334c60ca875fa775f68ccb0", size = 207999 },
+    { url = "https://files.pythonhosted.org/packages/e7/1b/4cd165c362e8f2f520fdb43245e2b414f42a255921248b4f8b9c8d871ff1/jiter-0.9.0-cp313-cp313-macosx_10_12_x86_64.whl", hash = "sha256:2764891d3f3e8b18dce2cff24949153ee30c9239da7c00f032511091ba688ff7", size = 308197 },
+    { url = "https://files.pythonhosted.org/packages/13/aa/7a890dfe29c84c9a82064a9fe36079c7c0309c91b70c380dc138f9bea44a/jiter-0.9.0-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:387b22fbfd7a62418d5212b4638026d01723761c75c1c8232a8b8c37c2f1003b", size = 318160 },
+    { url = "https://files.pythonhosted.org/packages/6a/38/5888b43fc01102f733f085673c4f0be5a298f69808ec63de55051754e390/jiter-0.9.0-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:40d8da8629ccae3606c61d9184970423655fb4e33d03330bcdfe52d234d32f69", size = 341259 },
+    { url = "https://files.pythonhosted.org/packages/3d/5e/bbdbb63305bcc01006de683b6228cd061458b9b7bb9b8d9bc348a58e5dc2/jiter-0.9.0-cp313-cp313-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:a1be73d8982bdc278b7b9377426a4b44ceb5c7952073dd7488e4ae96b88e1103", size = 363730 },
+    { url = "https://files.pythonhosted.org/packages/75/85/53a3edc616992fe4af6814c25f91ee3b1e22f7678e979b6ea82d3bc0667e/jiter-0.9.0-cp313-cp313-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:2228eaaaa111ec54b9e89f7481bffb3972e9059301a878d085b2b449fbbde635", size = 405126 },
+    { url = "https://files.pythonhosted.org/packages/ae/b3/1ee26b12b2693bd3f0b71d3188e4e5d817b12e3c630a09e099e0a89e28fa/jiter-0.9.0-cp313-cp313-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:11509bfecbc319459647d4ac3fd391d26fdf530dad00c13c4dadabf5b81f01a4", size = 393668 },
+    { url = "https://files.pythonhosted.org/packages/11/87/e084ce261950c1861773ab534d49127d1517b629478304d328493f980791/jiter-0.9.0-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:3f22238da568be8bbd8e0650e12feeb2cfea15eda4f9fc271d3b362a4fa0604d", size = 352350 },
+    { url = "https://files.pythonhosted.org/packages/f0/06/7dca84b04987e9df563610aa0bc154ea176e50358af532ab40ffb87434df/jiter-0.9.0-cp313-cp313-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:17f5d55eb856597607562257c8e36c42bc87f16bef52ef7129b7da11afc779f3", size = 384204 },
+    { url = "https://files.pythonhosted.org/packages/16/2f/82e1c6020db72f397dd070eec0c85ebc4df7c88967bc86d3ce9864148f28/jiter-0.9.0-cp313-cp313-musllinux_1_1_aarch64.whl", hash = "sha256:6a99bed9fbb02f5bed416d137944419a69aa4c423e44189bc49718859ea83bc5", size = 520322 },
+    { url = "https://files.pythonhosted.org/packages/36/fd/4f0cd3abe83ce208991ca61e7e5df915aa35b67f1c0633eb7cf2f2e88ec7/jiter-0.9.0-cp313-cp313-musllinux_1_1_x86_64.whl", hash = "sha256:e057adb0cd1bd39606100be0eafe742de2de88c79df632955b9ab53a086b3c8d", size = 512184 },
+    { url = "https://files.pythonhosted.org/packages/a0/3c/8a56f6d547731a0b4410a2d9d16bf39c861046f91f57c98f7cab3d2aa9ce/jiter-0.9.0-cp313-cp313-win32.whl", hash = "sha256:f7e6850991f3940f62d387ccfa54d1a92bd4bb9f89690b53aea36b4364bcab53", size = 206504 },
+    { url = "https://files.pythonhosted.org/packages/f4/1c/0c996fd90639acda75ed7fa698ee5fd7d80243057185dc2f63d4c1c9f6b9/jiter-0.9.0-cp313-cp313-win_amd64.whl", hash = "sha256:c8ae3bf27cd1ac5e6e8b7a27487bf3ab5f82318211ec2e1346a5b058756361f7", size = 204943 },
+    { url = "https://files.pythonhosted.org/packages/78/0f/77a63ca7aa5fed9a1b9135af57e190d905bcd3702b36aca46a01090d39ad/jiter-0.9.0-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:f0b2827fb88dda2cbecbbc3e596ef08d69bda06c6f57930aec8e79505dc17001", size = 317281 },
+    { url = "https://files.pythonhosted.org/packages/f9/39/a3a1571712c2bf6ec4c657f0d66da114a63a2e32b7e4eb8e0b83295ee034/jiter-0.9.0-cp313-cp313t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:062b756ceb1d40b0b28f326cba26cfd575a4918415b036464a52f08632731e5a", size = 350273 },
+    { url = "https://files.pythonhosted.org/packages/ee/47/3729f00f35a696e68da15d64eb9283c330e776f3b5789bac7f2c0c4df209/jiter-0.9.0-cp313-cp313t-win_amd64.whl", hash = "sha256:6f7838bc467ab7e8ef9f387bd6de195c43bad82a569c1699cb822f6609dd4cdf", size = 206867 },
+]
+
 [[package]]
 name = "jmespath"
 version = "1.0.1"
@@ -402,6 +520,87 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/60/fe/31f76f5cb2579bdda208aa257ce5482653f22ab1bad3e128fe2f803fa2f1/laces-0.1.2-py3-none-any.whl", hash = "sha256:980cdaf9a31e883a2b8198132e2388931a4eb8814f5bfa5d8bba13ff9f657b7c", size = 22462 },
 ]
 
+[[package]]
+name = "llm"
+version = "0.24.2"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "click" },
+    { name = "click-default-group" },
+    { name = "condense-json" },
+    { name = "openai" },
+    { name = "pip" },
+    { name = "pluggy" },
+    { name = "puremagic" },
+    { name = "pydantic" },
+    { name = "pyreadline3", marker = "sys_platform == 'win32'" },
+    { name = "python-ulid" },
+    { name = "pyyaml" },
+    { name = "setuptools" },
+    { name = "sqlite-migrate" },
+    { name = "sqlite-utils" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/79/ec/fac39709b653c799c92f8f8b5ab5aba3f2e326ca6b8e118239e3f413130d/llm-0.24.2.tar.gz", hash = "sha256:e14f2722183884ce09692201b54cdd961942492f0d93ca749a62d02b3b8bf43a", size = 58088 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/cc/37/345204e0ef9df423ba42e630feb12c9925e5886f29cc98ba328809f192c6/llm-0.24.2-py3-none-any.whl", hash = "sha256:057f4035560aaf5453dea8758233d83c68be80b8b4bb1bf82babe530c55b52b9", size = 59726 },
+]
+
+[[package]]
+name = "llm-gemini"
+version = "0.18.1"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "httpx" },
+    { name = "ijson" },
+    { name = "llm" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/51/2a/1ce727b4c572739ae807d42f91629d0eb37ea4901b347e4133be6841da6b/llm_gemini-0.18.1.tar.gz", hash = "sha256:199d4fa463b76d22d9fe02257aab8812176ec140740f928a9ee63bc6a53e2a41", size = 14235 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/9b/09/648ada10de3e919d73c48e0dcafa6c52d63dd16adc6ce29233ccdf4d4620/llm_gemini-0.18.1-py3-none-any.whl", hash = "sha256:962a40bee3d5503b6718d8520cbe88537fed1350357e9f862ea1713c62001807", size = 13105 },
+]
+
+[[package]]
+name = "lxml"
+version = "5.3.2"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/80/61/d3dc048cd6c7be6fe45b80cedcbdd4326ba4d550375f266d9f4246d0f4bc/lxml-5.3.2.tar.gz", hash = "sha256:773947d0ed809ddad824b7b14467e1a481b8976e87278ac4a730c2f7c7fcddc1", size = 3679948 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/0d/7e/c749257a7fabc712c4df57927b0f703507f316e9f2c7e3219f8f76d36145/lxml-5.3.2-cp312-cp312-macosx_10_9_universal2.whl", hash = "sha256:16b3897691ec0316a1aa3c6585f61c8b7978475587c5b16fc1d2c28d283dc1b0", size = 8193212 },
+    { url = "https://files.pythonhosted.org/packages/a8/50/17e985ba162c9f1ca119f4445004b58f9e5ef559ded599b16755e9bfa260/lxml-5.3.2-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:a8d4b34a0eeaf6e73169dcfd653c8d47f25f09d806c010daf074fba2db5e2d3f", size = 4451439 },
+    { url = "https://files.pythonhosted.org/packages/c2/b5/4960ba0fcca6ce394ed4a2f89ee13083e7fcbe9641a91166e8e9792fedb1/lxml-5.3.2-cp312-cp312-manylinux_2_12_i686.manylinux2010_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:9cd7a959396da425022e1e4214895b5cfe7de7035a043bcc2d11303792b67554", size = 5052146 },
+    { url = "https://files.pythonhosted.org/packages/5f/d1/184b04481a5d1f5758916de087430752a7b229bddbd6c1d23405078c72bd/lxml-5.3.2-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:cac5eaeec3549c5df7f8f97a5a6db6963b91639389cdd735d5a806370847732b", size = 4789082 },
+    { url = "https://files.pythonhosted.org/packages/7d/75/1a19749d373e9a3d08861addccdf50c92b628c67074b22b8f3c61997cf5a/lxml-5.3.2-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:29b5f7d77334877c2146e7bb8b94e4df980325fab0a8af4d524e5d43cd6f789d", size = 5312300 },
+    { url = "https://files.pythonhosted.org/packages/fb/00/9d165d4060d3f347e63b219fcea5c6a3f9193e9e2868c6801e18e5379725/lxml-5.3.2-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:13f3495cfec24e3d63fffd342cc8141355d1d26ee766ad388775f5c8c5ec3932", size = 4836655 },
+    { url = "https://files.pythonhosted.org/packages/b8/e9/06720a33cc155966448a19677f079100517b6629a872382d22ebd25e48aa/lxml-5.3.2-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:e70ad4c9658beeff99856926fd3ee5fde8b519b92c693f856007177c36eb2e30", size = 4961795 },
+    { url = "https://files.pythonhosted.org/packages/2d/57/4540efab2673de2904746b37ef7f74385329afd4643ed92abcc9ec6e00ca/lxml-5.3.2-cp312-cp312-manylinux_2_28_aarch64.whl", hash = "sha256:507085365783abd7879fa0a6fa55eddf4bdd06591b17a2418403bb3aff8a267d", size = 4779791 },
+    { url = "https://files.pythonhosted.org/packages/99/ad/6056edf6c9f4fa1d41e6fbdae52c733a4a257fd0d7feccfa26ae051bb46f/lxml-5.3.2-cp312-cp312-manylinux_2_28_ppc64le.whl", hash = "sha256:5bb304f67cbf5dfa07edad904732782cbf693286b9cd85af27059c5779131050", size = 5346807 },
+    { url = "https://files.pythonhosted.org/packages/a1/fa/5be91fc91a18f3f705ea5533bc2210b25d738c6b615bf1c91e71a9b2f26b/lxml-5.3.2-cp312-cp312-manylinux_2_28_s390x.whl", hash = "sha256:3d84f5c093645c21c29a4e972b84cb7cf682f707f8706484a5a0c7ff13d7a988", size = 4909213 },
+    { url = "https://files.pythonhosted.org/packages/f3/74/71bb96a3b5ae36b74e0402f4fa319df5559a8538577f8c57c50f1b57dc15/lxml-5.3.2-cp312-cp312-manylinux_2_28_x86_64.whl", hash = "sha256:bdc13911db524bd63f37b0103af014b7161427ada41f1b0b3c9b5b5a9c1ca927", size = 4987694 },
+    { url = "https://files.pythonhosted.org/packages/08/c2/3953a68b0861b2f97234b1838769269478ccf872d8ea7a26e911238220ad/lxml-5.3.2-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:1ec944539543f66ebc060ae180d47e86aca0188bda9cbfadff47d86b0dc057dc", size = 4862865 },
+    { url = "https://files.pythonhosted.org/packages/e0/9a/52e48f7cfd5a5e61f44a77e679880580dfb4f077af52d6ed5dd97e3356fe/lxml-5.3.2-cp312-cp312-musllinux_1_2_ppc64le.whl", hash = "sha256:59d437cc8a7f838282df5a199cf26f97ef08f1c0fbec6e84bd6f5cc2b7913f6e", size = 5423383 },
+    { url = "https://files.pythonhosted.org/packages/17/67/42fe1d489e4dcc0b264bef361aef0b929fbb2b5378702471a3043bc6982c/lxml-5.3.2-cp312-cp312-musllinux_1_2_s390x.whl", hash = "sha256:0e275961adbd32e15672e14e0cc976a982075208224ce06d149c92cb43db5b93", size = 5286864 },
+    { url = "https://files.pythonhosted.org/packages/29/e4/03b1d040ee3aaf2bd4e1c2061de2eae1178fe9a460d3efc1ea7ef66f6011/lxml-5.3.2-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:038aeb6937aa404480c2966b7f26f1440a14005cb0702078c173c028eca72c31", size = 5056819 },
+    { url = "https://files.pythonhosted.org/packages/83/b3/e2ec8a6378e4d87da3af9de7c862bcea7ca624fc1a74b794180c82e30123/lxml-5.3.2-cp312-cp312-win32.whl", hash = "sha256:3c2c8d0fa3277147bff180e3590be67597e17d365ce94beb2efa3138a2131f71", size = 3486177 },
+    { url = "https://files.pythonhosted.org/packages/d5/8a/6a08254b0bab2da9573735725caab8302a2a1c9b3818533b41568ca489be/lxml-5.3.2-cp312-cp312-win_amd64.whl", hash = "sha256:77809fcd97dfda3f399102db1794f7280737b69830cd5c961ac87b3c5c05662d", size = 3817134 },
+    { url = "https://files.pythonhosted.org/packages/19/fe/904fd1b0ba4f42ed5a144fcfff7b8913181892a6aa7aeb361ee783d441f8/lxml-5.3.2-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:77626571fb5270ceb36134765f25b665b896243529eefe840974269b083e090d", size = 8173598 },
+    { url = "https://files.pythonhosted.org/packages/97/e8/5e332877b3ce4e2840507b35d6dbe1cc33b17678ece945ba48d2962f8c06/lxml-5.3.2-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:78a533375dc7aa16d0da44af3cf6e96035e484c8c6b2b2445541a5d4d3d289ee", size = 4441586 },
+    { url = "https://files.pythonhosted.org/packages/de/f4/8fe2e6d8721803182fbce2325712e98f22dbc478126070e62731ec6d54a0/lxml-5.3.2-cp313-cp313-manylinux_2_12_i686.manylinux2010_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:a6f62b2404b3f3f0744bbcabb0381c5fe186fa2a9a67ecca3603480f4846c585", size = 5038447 },
+    { url = "https://files.pythonhosted.org/packages/a6/ac/fa63f86a1a4b1ba8b03599ad9e2f5212fa813223ac60bfe1155390d1cc0c/lxml-5.3.2-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:2ea918da00091194526d40c30c4996971f09dacab032607581f8d8872db34fbf", size = 4783583 },
+    { url = "https://files.pythonhosted.org/packages/1a/7a/08898541296a02c868d4acc11f31a5839d80f5b21d4a96f11d4c0fbed15e/lxml-5.3.2-cp313-cp313-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:c35326f94702a7264aa0eea826a79547d3396a41ae87a70511b9f6e9667ad31c", size = 5305684 },
+    { url = "https://files.pythonhosted.org/packages/0b/be/9a6d80b467771b90be762b968985d3de09e0d5886092238da65dac9c1f75/lxml-5.3.2-cp313-cp313-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:e3bef90af21d31c4544bc917f51e04f94ae11b43156356aff243cdd84802cbf2", size = 4830797 },
+    { url = "https://files.pythonhosted.org/packages/8d/1c/493632959f83519802637f7db3be0113b6e8a4e501b31411fbf410735a75/lxml-5.3.2-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:52fa7ba11a495b7cbce51573c73f638f1dcff7b3ee23697467dc063f75352a69", size = 4950302 },
+    { url = "https://files.pythonhosted.org/packages/c7/13/01aa3b92a6b93253b90c061c7527261b792f5ae7724b420cded733bfd5d6/lxml-5.3.2-cp313-cp313-manylinux_2_28_aarch64.whl", hash = "sha256:ad131e2c4d2c3803e736bb69063382334e03648de2a6b8f56a878d700d4b557d", size = 4775247 },
+    { url = "https://files.pythonhosted.org/packages/60/4a/baeb09fbf5c84809e119c9cf8e2e94acec326a9b45563bf5ae45a234973b/lxml-5.3.2-cp313-cp313-manylinux_2_28_ppc64le.whl", hash = "sha256:00a4463ca409ceacd20490a893a7e08deec7870840eff33dc3093067b559ce3e", size = 5338824 },
+    { url = "https://files.pythonhosted.org/packages/69/c7/a05850f169ad783ed09740ac895e158b06d25fce4b13887a8ac92a84d61c/lxml-5.3.2-cp313-cp313-manylinux_2_28_s390x.whl", hash = "sha256:87e8d78205331cace2b73ac8249294c24ae3cba98220687b5b8ec5971a2267f1", size = 4899079 },
+    { url = "https://files.pythonhosted.org/packages/de/48/18ca583aba5235582db0e933ed1af6540226ee9ca16c2ee2d6f504fcc34a/lxml-5.3.2-cp313-cp313-manylinux_2_28_x86_64.whl", hash = "sha256:bf6389133bb255e530a4f2f553f41c4dd795b1fbb6f797aea1eff308f1e11606", size = 4978041 },
+    { url = "https://files.pythonhosted.org/packages/b6/55/6968ddc88554209d1dba0dca196360c629b3dfe083bc32a3370f9523a0c4/lxml-5.3.2-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:b3709fc752b42fb6b6ffa2ba0a5b9871646d97d011d8f08f4d5b3ee61c7f3b2b", size = 4859761 },
+    { url = "https://files.pythonhosted.org/packages/2e/52/d2d3baa1e0b7d04a729613160f1562f466fb1a0e45085a33acb0d6981a2b/lxml-5.3.2-cp313-cp313-musllinux_1_2_ppc64le.whl", hash = "sha256:abc795703d0de5d83943a4badd770fbe3d1ca16ee4ff3783d7caffc252f309ae", size = 5418209 },
+    { url = "https://files.pythonhosted.org/packages/d3/50/6005b297ba5f858a113d6e81ccdb3a558b95a615772e7412d1f1cbdf22d7/lxml-5.3.2-cp313-cp313-musllinux_1_2_s390x.whl", hash = "sha256:98050830bb6510159f65d9ad1b8aca27f07c01bb3884ba95f17319ccedc4bcf9", size = 5274231 },
+    { url = "https://files.pythonhosted.org/packages/fb/33/6f40c09a5f7d7e7fcb85ef75072e53eba3fbadbf23e4991ca069ab2b1abb/lxml-5.3.2-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:6ba465a91acc419c5682f8b06bcc84a424a7aa5c91c220241c6fd31de2a72bc6", size = 5051899 },
+    { url = "https://files.pythonhosted.org/packages/8b/3a/673bc5c0d5fb6596ee2963dd016fdaefaed2c57ede82c7634c08cbda86c1/lxml-5.3.2-cp313-cp313-win32.whl", hash = "sha256:56a1d56d60ea1ec940f949d7a309e0bff05243f9bd337f585721605670abb1c1", size = 3485315 },
+    { url = "https://files.pythonhosted.org/packages/8c/be/cab8dd33b0dbe3af5b5d4d24137218f79ea75d540f74eb7d8581195639e0/lxml-5.3.2-cp313-cp313-win_amd64.whl", hash = "sha256:1a580dc232c33d2ad87d02c8a3069d47abbcdce974b9c9cc82a79ff603065dbe", size = 3814639 },
+]
+
 [[package]]
 name = "markdown"
 version = "3.7"
@@ -411,6 +610,34 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/3f/08/83871f3c50fc983b88547c196d11cf8c3340e37c32d2e9d6152abe2c61f7/Markdown-3.7-py3-none-any.whl", hash = "sha256:7eb6df5690b81a1d7942992c97fad2938e956e79df20cbc6186e9c3a77b1c803", size = 106349 },
 ]
 
+[[package]]
+name = "markdown2"
+version = "2.5.3"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/44/52/d7dcc6284d59edb8301b8400435fbb4926a9b0f13a12b5cbaf3a4a54bb7b/markdown2-2.5.3.tar.gz", hash = "sha256:4d502953a4633408b0ab3ec503c5d6984d1b14307e32b325ec7d16ea57524895", size = 141676 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/84/37/0a13c83ccf5365b8e08ea572dfbc04b8cb87cadd359b2451a567f5248878/markdown2-2.5.3-py3-none-any.whl", hash = "sha256:a8ebb7e84b8519c37bf7382b3db600f1798a22c245bfd754a1f87ca8d7ea63b3", size = 48550 },
+]
+
+[[package]]
+name = "openai"
+version = "1.75.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "anyio" },
+    { name = "distro" },
+    { name = "httpx" },
+    { name = "jiter" },
+    { name = "pydantic" },
+    { name = "sniffio" },
+    { name = "tqdm" },
+    { name = "typing-extensions" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/99/b1/318f5d4c482f19c5fcbcde190801bfaaaec23413cda0b88a29f6897448ff/openai-1.75.0.tar.gz", hash = "sha256:fb3ea907efbdb1bcfd0c44507ad9c961afd7dce3147292b54505ecfd17be8fd1", size = 429492 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/80/9a/f34f163294345f123673ed03e77c33dee2534f3ac1f9d18120384457304d/openai-1.75.0-py3-none-any.whl", hash = "sha256:fe6f932d2ded3b429ff67cc9ad118c71327db32eb9d32dd723de3acfca337125", size = 646972 },
+]
+
 [[package]]
 name = "openpyxl"
 version = "3.1.5"
@@ -495,6 +722,15 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/8b/38/4ee2ed6584b6a00cac9f805f36610691c37d58df609d221d2708e49cf23b/pillow_heif-0.21.0-cp313-cp313-win_amd64.whl", hash = "sha256:1b6ba6c3c4de739a1abf4f7fe0cdd04acd9e0c7fc661985b9a5288d94893a4b1", size = 8691151 },
 ]
 
+[[package]]
+name = "pip"
+version = "25.1.1"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/59/de/241caa0ca606f2ec5fe0c1f4261b0465df78d786a38da693864a116c37f4/pip-25.1.1.tar.gz", hash = "sha256:3de45d411d308d5054c2168185d8da7f9a2cd753dbac8acbfa88a8909ecd9077", size = 1940155 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/29/a2/d40fb2460e883eca5199c62cfc2463fd261f760556ae6290f88488c362c0/pip-25.1.1-py3-none-any.whl", hash = "sha256:2913a38a2abf4ea6b64ab507bd9e967f3b53dc1ede74b01b0931e1ce548751af", size = 1825227 },
+]
+
 [[package]]
 name = "pluggy"
 version = "1.5.0"
@@ -551,6 +787,94 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/92/75/5e15e7a6ad4c6a00fe1a28fe704310dc7f7b26dbd5e6e14c817e7899451b/psycopg_binary-3.2.5-cp313-cp313-win_amd64.whl", hash = "sha256:6b581da13126b8715c0c0585cd37ce934c9864d44b2a4019f5487c0b943275e6", size = 2783095 },
 ]
 
+[[package]]
+name = "puremagic"
+version = "1.29"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/d6/de/c9dbb741a2e0e657147c6125699e4a2a3b9003840fed62528e17c87c0989/puremagic-1.29.tar.gz", hash = "sha256:67c115db3f63d43b13433860917b11e2b767e5eaec696a491be2fb544f224f7a", size = 314734 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/50/e3/6d0ad0dc83cf0871198a68d527c61e443c10509a93db1e1666be9d1bf9c6/puremagic-1.29-py3-none-any.whl", hash = "sha256:2c3cfcde77f0b1560f1898f627bd388421d2bd64ec94d8d25f400f7742a4f109", size = 43279 },
+]
+
+[[package]]
+name = "pydantic"
+version = "2.11.3"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "annotated-types" },
+    { name = "pydantic-core" },
+    { name = "typing-extensions" },
+    { name = "typing-inspection" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/10/2e/ca897f093ee6c5f3b0bee123ee4465c50e75431c3d5b6a3b44a47134e891/pydantic-2.11.3.tar.gz", hash = "sha256:7471657138c16adad9322fe3070c0116dd6c3ad8d649300e3cbdfe91f4db4ec3", size = 785513 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/b0/1d/407b29780a289868ed696d1616f4aad49d6388e5a77f567dcd2629dcd7b8/pydantic-2.11.3-py3-none-any.whl", hash = "sha256:a082753436a07f9ba1289c6ffa01cd93db3548776088aa917cc43b63f68fa60f", size = 443591 },
+]
+
+[[package]]
+name = "pydantic-core"
+version = "2.33.1"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "typing-extensions" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/17/19/ed6a078a5287aea7922de6841ef4c06157931622c89c2a47940837b5eecd/pydantic_core-2.33.1.tar.gz", hash = "sha256:bcc9c6fdb0ced789245b02b7d6603e17d1563064ddcfc36f046b61c0c05dd9df", size = 434395 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/c8/ce/3cb22b07c29938f97ff5f5bb27521f95e2ebec399b882392deb68d6c440e/pydantic_core-2.33.1-cp312-cp312-macosx_10_12_x86_64.whl", hash = "sha256:1293d7febb995e9d3ec3ea09caf1a26214eec45b0f29f6074abb004723fc1de8", size = 2026640 },
+    { url = "https://files.pythonhosted.org/packages/19/78/f381d643b12378fee782a72126ec5d793081ef03791c28a0fd542a5bee64/pydantic_core-2.33.1-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:99b56acd433386c8f20be5c4000786d1e7ca0523c8eefc995d14d79c7a081498", size = 1852649 },
+    { url = "https://files.pythonhosted.org/packages/9d/2b/98a37b80b15aac9eb2c6cfc6dbd35e5058a352891c5cce3a8472d77665a6/pydantic_core-2.33.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:35a5ec3fa8c2fe6c53e1b2ccc2454398f95d5393ab398478f53e1afbbeb4d939", size = 1892472 },
+    { url = "https://files.pythonhosted.org/packages/4e/d4/3c59514e0f55a161004792b9ff3039da52448f43f5834f905abef9db6e4a/pydantic_core-2.33.1-cp312-cp312-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:b172f7b9d2f3abc0efd12e3386f7e48b576ef309544ac3a63e5e9cdd2e24585d", size = 1977509 },
+    { url = "https://files.pythonhosted.org/packages/a9/b6/c2c7946ef70576f79a25db59a576bce088bdc5952d1b93c9789b091df716/pydantic_core-2.33.1-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:9097b9f17f91eea659b9ec58148c0747ec354a42f7389b9d50701610d86f812e", size = 2128702 },
+    { url = "https://files.pythonhosted.org/packages/88/fe/65a880f81e3f2a974312b61f82a03d85528f89a010ce21ad92f109d94deb/pydantic_core-2.33.1-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:cc77ec5b7e2118b152b0d886c7514a4653bcb58c6b1d760134a9fab915f777b3", size = 2679428 },
+    { url = "https://files.pythonhosted.org/packages/6f/ff/4459e4146afd0462fb483bb98aa2436d69c484737feaceba1341615fb0ac/pydantic_core-2.33.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:d5e3d15245b08fa4a84cefc6c9222e6f37c98111c8679fbd94aa145f9a0ae23d", size = 2008753 },
+    { url = "https://files.pythonhosted.org/packages/7c/76/1c42e384e8d78452ededac8b583fe2550c84abfef83a0552e0e7478ccbc3/pydantic_core-2.33.1-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:ef99779001d7ac2e2461d8ab55d3373fe7315caefdbecd8ced75304ae5a6fc6b", size = 2114849 },
+    { url = "https://files.pythonhosted.org/packages/00/72/7d0cf05095c15f7ffe0eb78914b166d591c0eed72f294da68378da205101/pydantic_core-2.33.1-cp312-cp312-musllinux_1_1_aarch64.whl", hash = "sha256:fc6bf8869e193855e8d91d91f6bf59699a5cdfaa47a404e278e776dd7f168b39", size = 2069541 },
+    { url = "https://files.pythonhosted.org/packages/b3/69/94a514066bb7d8be499aa764926937409d2389c09be0b5107a970286ef81/pydantic_core-2.33.1-cp312-cp312-musllinux_1_1_armv7l.whl", hash = "sha256:b1caa0bc2741b043db7823843e1bde8aaa58a55a58fda06083b0569f8b45693a", size = 2239225 },
+    { url = "https://files.pythonhosted.org/packages/84/b0/e390071eadb44b41f4f54c3cef64d8bf5f9612c92686c9299eaa09e267e2/pydantic_core-2.33.1-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:ec259f62538e8bf364903a7d0d0239447059f9434b284f5536e8402b7dd198db", size = 2248373 },
+    { url = "https://files.pythonhosted.org/packages/d6/b2/288b3579ffc07e92af66e2f1a11be3b056fe1214aab314748461f21a31c3/pydantic_core-2.33.1-cp312-cp312-win32.whl", hash = "sha256:e14f369c98a7c15772b9da98987f58e2b509a93235582838bd0d1d8c08b68fda", size = 1907034 },
+    { url = "https://files.pythonhosted.org/packages/02/28/58442ad1c22b5b6742b992ba9518420235adced665513868f99a1c2638a5/pydantic_core-2.33.1-cp312-cp312-win_amd64.whl", hash = "sha256:1c607801d85e2e123357b3893f82c97a42856192997b95b4d8325deb1cd0c5f4", size = 1956848 },
+    { url = "https://files.pythonhosted.org/packages/a1/eb/f54809b51c7e2a1d9f439f158b8dd94359321abcc98767e16fc48ae5a77e/pydantic_core-2.33.1-cp312-cp312-win_arm64.whl", hash = "sha256:8d13f0276806ee722e70a1c93da19748594f19ac4299c7e41237fc791d1861ea", size = 1903986 },
+    { url = "https://files.pythonhosted.org/packages/7a/24/eed3466a4308d79155f1cdd5c7432c80ddcc4530ba8623b79d5ced021641/pydantic_core-2.33.1-cp313-cp313-macosx_10_12_x86_64.whl", hash = "sha256:70af6a21237b53d1fe7b9325b20e65cbf2f0a848cf77bed492b029139701e66a", size = 2033551 },
+    { url = "https://files.pythonhosted.org/packages/ab/14/df54b1a0bc9b6ded9b758b73139d2c11b4e8eb43e8ab9c5847c0a2913ada/pydantic_core-2.33.1-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:282b3fe1bbbe5ae35224a0dbd05aed9ccabccd241e8e6b60370484234b456266", size = 1852785 },
+    { url = "https://files.pythonhosted.org/packages/fa/96/e275f15ff3d34bb04b0125d9bc8848bf69f25d784d92a63676112451bfb9/pydantic_core-2.33.1-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:4b315e596282bbb5822d0c7ee9d255595bd7506d1cb20c2911a4da0b970187d3", size = 1897758 },
+    { url = "https://files.pythonhosted.org/packages/b7/d8/96bc536e975b69e3a924b507d2a19aedbf50b24e08c80fb00e35f9baaed8/pydantic_core-2.33.1-cp313-cp313-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:1dfae24cf9921875ca0ca6a8ecb4bb2f13c855794ed0d468d6abbec6e6dcd44a", size = 1986109 },
+    { url = "https://files.pythonhosted.org/packages/90/72/ab58e43ce7e900b88cb571ed057b2fcd0e95b708a2e0bed475b10130393e/pydantic_core-2.33.1-cp313-cp313-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:6dd8ecfde08d8bfadaea669e83c63939af76f4cf5538a72597016edfa3fad516", size = 2129159 },
+    { url = "https://files.pythonhosted.org/packages/dc/3f/52d85781406886c6870ac995ec0ba7ccc028b530b0798c9080531b409fdb/pydantic_core-2.33.1-cp313-cp313-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:2f593494876eae852dc98c43c6f260f45abdbfeec9e4324e31a481d948214764", size = 2680222 },
+    { url = "https://files.pythonhosted.org/packages/f4/56/6e2ef42f363a0eec0fd92f74a91e0ac48cd2e49b695aac1509ad81eee86a/pydantic_core-2.33.1-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:948b73114f47fd7016088e5186d13faf5e1b2fe83f5e320e371f035557fd264d", size = 2006980 },
+    { url = "https://files.pythonhosted.org/packages/4c/c0/604536c4379cc78359f9ee0aa319f4aedf6b652ec2854953f5a14fc38c5a/pydantic_core-2.33.1-cp313-cp313-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:e11f3864eb516af21b01e25fac915a82e9ddad3bb0fb9e95a246067398b435a4", size = 2120840 },
+    { url = "https://files.pythonhosted.org/packages/1f/46/9eb764814f508f0edfb291a0f75d10854d78113fa13900ce13729aaec3ae/pydantic_core-2.33.1-cp313-cp313-musllinux_1_1_aarch64.whl", hash = "sha256:549150be302428b56fdad0c23c2741dcdb5572413776826c965619a25d9c6bde", size = 2072518 },
+    { url = "https://files.pythonhosted.org/packages/42/e3/fb6b2a732b82d1666fa6bf53e3627867ea3131c5f39f98ce92141e3e3dc1/pydantic_core-2.33.1-cp313-cp313-musllinux_1_1_armv7l.whl", hash = "sha256:495bc156026efafd9ef2d82372bd38afce78ddd82bf28ef5276c469e57c0c83e", size = 2248025 },
+    { url = "https://files.pythonhosted.org/packages/5c/9d/fbe8fe9d1aa4dac88723f10a921bc7418bd3378a567cb5e21193a3c48b43/pydantic_core-2.33.1-cp313-cp313-musllinux_1_1_x86_64.whl", hash = "sha256:ec79de2a8680b1a67a07490bddf9636d5c2fab609ba8c57597e855fa5fa4dacd", size = 2254991 },
+    { url = "https://files.pythonhosted.org/packages/aa/99/07e2237b8a66438d9b26482332cda99a9acccb58d284af7bc7c946a42fd3/pydantic_core-2.33.1-cp313-cp313-win32.whl", hash = "sha256:ee12a7be1742f81b8a65b36c6921022301d466b82d80315d215c4c691724986f", size = 1915262 },
+    { url = "https://files.pythonhosted.org/packages/8a/f4/e457a7849beeed1e5defbcf5051c6f7b3c91a0624dd31543a64fc9adcf52/pydantic_core-2.33.1-cp313-cp313-win_amd64.whl", hash = "sha256:ede9b407e39949d2afc46385ce6bd6e11588660c26f80576c11c958e6647bc40", size = 1956626 },
+    { url = "https://files.pythonhosted.org/packages/20/d0/e8d567a7cff7b04e017ae164d98011f1e1894269fe8e90ea187a3cbfb562/pydantic_core-2.33.1-cp313-cp313-win_arm64.whl", hash = "sha256:aa687a23d4b7871a00e03ca96a09cad0f28f443690d300500603bd0adba4b523", size = 1909590 },
+    { url = "https://files.pythonhosted.org/packages/ef/fd/24ea4302d7a527d672c5be06e17df16aabfb4e9fdc6e0b345c21580f3d2a/pydantic_core-2.33.1-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:401d7b76e1000d0dd5538e6381d28febdcacb097c8d340dde7d7fc6e13e9f95d", size = 1812963 },
+    { url = "https://files.pythonhosted.org/packages/5f/95/4fbc2ecdeb5c1c53f1175a32d870250194eb2fdf6291b795ab08c8646d5d/pydantic_core-2.33.1-cp313-cp313t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:7aeb055a42d734c0255c9e489ac67e75397d59c6fbe60d155851e9782f276a9c", size = 1986896 },
+    { url = "https://files.pythonhosted.org/packages/71/ae/fe31e7f4a62431222d8f65a3bd02e3fa7e6026d154a00818e6d30520ea77/pydantic_core-2.33.1-cp313-cp313t-win_amd64.whl", hash = "sha256:338ea9b73e6e109f15ab439e62cb3b78aa752c7fd9536794112e14bee02c8d18", size = 1931810 },
+]
+
+[[package]]
+name = "pyquery"
+version = "2.0.1"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "cssselect" },
+    { name = "lxml" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/ae/48/79e774ea00b671d08867f06d9258203be81834236c150ac00e942d8fc4db/pyquery-2.0.1.tar.gz", hash = "sha256:0194bb2706b12d037db12c51928fe9ebb36b72d9e719565daba5a6c595322faf", size = 44999 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/76/f5/5067b48012967ea166b9bd0a015b69e0560e4c6e7c06f28d9bab8f9dd10b/pyquery-2.0.1-py3-none-any.whl", hash = "sha256:aedfa0bd0eb9afc94b3ddbec8f375a6362b32bc9662f46e3e0d866483f4771b0", size = 22573 },
+]
+
+[[package]]
+name = "pyreadline3"
+version = "3.5.4"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/0f/49/4cea918a08f02817aabae639e3d0ac046fef9f9180518a3ad394e22da148/pyreadline3-3.5.4.tar.gz", hash = "sha256:8d57d53039a1c75adba8e50dd3d992b28143480816187ea5efbd5c78e6c885b7", size = 99839 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/5a/dc/491b7661614ab97483abf2056be1deee4dc2490ecbf7bff9ab5cdbac86e1/pyreadline3-3.5.4-py3-none-any.whl", hash = "sha256:eaf8e6cc3c49bcccf145fc6067ba8643d1df34d604a1ec0eccbf7a18e6d3fae6", size = 83178 },
+]
+
 [[package]]
 name = "pytest"
 version = "8.3.5"
@@ -595,11 +919,18 @@ name = "python-or-kr-wip"
 version = "0.1.0"
 source = { virtual = "." }
 dependencies = [
+    { name = "beautifulsoup4" },
     { name = "django" },
     { name = "gunicorn" },
     { name = "httpx" },
+    { name = "llm" },
+    { name = "llm-gemini" },
+    { name = "lxml" },
     { name = "markdown" },
     { name = "psycopg", extra = ["binary"] },
+    { name = "readtime" },
+    { name = "requests" },
+    { name = "tiktoken" },
     { name = "wagtail" },
     { name = "wagtail-bakery" },
 ]
@@ -612,11 +943,18 @@ dev = [
 
 [package.metadata]
 requires-dist = [
+    { name = "beautifulsoup4", specifier = ">=4.13.3" },
     { name = "django", specifier = ">=5.1.7" },
     { name = "gunicorn", specifier = ">=23.0.0" },
     { name = "httpx", specifier = ">=0.28.1" },
+    { name = "llm", specifier = ">=0.24.2" },
+    { name = "llm-gemini", specifier = ">=0.18.1" },
+    { name = "lxml", specifier = ">=5.3.2" },
     { name = "markdown", specifier = ">=3.7" },
     { name = "psycopg", extras = ["binary"], specifier = ">=3.2.5" },
+    { name = "readtime", specifier = ">=3.0.0" },
+    { name = "requests", specifier = ">=2.32.3" },
+    { name = "tiktoken", specifier = ">=0.9.0" },
     { name = "wagtail", specifier = ">=6.4.1" },
     { name = "wagtail-bakery", specifier = ">=0.8.0" },
 ]
@@ -627,6 +965,90 @@ dev = [
     { name = "ruff", specifier = ">=0.9.10" },
 ]
 
+[[package]]
+name = "python-ulid"
+version = "3.0.0"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/9a/db/e5e67aeca9c2420cb91f94007f30693cc3628ae9783a565fd33ffb3fbfdd/python_ulid-3.0.0.tar.gz", hash = "sha256:e50296a47dc8209d28629a22fc81ca26c00982c78934bd7766377ba37ea49a9f", size = 28822 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/63/4e/cc2ba2c0df2589f35a4db8473b8c2ba9bbfc4acdec4a94f1c78934d2350f/python_ulid-3.0.0-py3-none-any.whl", hash = "sha256:e4c4942ff50dbd79167ad01ac725ec58f924b4018025ce22c858bfcff99a5e31", size = 11194 },
+]
+
+[[package]]
+name = "pyyaml"
+version = "6.0.2"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/54/ed/79a089b6be93607fa5cdaedf301d7dfb23af5f25c398d5ead2525b063e17/pyyaml-6.0.2.tar.gz", hash = "sha256:d584d9ec91ad65861cc08d42e834324ef890a082e591037abe114850ff7bbc3e", size = 130631 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/86/0c/c581167fc46d6d6d7ddcfb8c843a4de25bdd27e4466938109ca68492292c/PyYAML-6.0.2-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:c70c95198c015b85feafc136515252a261a84561b7b1d51e3384e0655ddf25ab", size = 183873 },
+    { url = "https://files.pythonhosted.org/packages/a8/0c/38374f5bb272c051e2a69281d71cba6fdb983413e6758b84482905e29a5d/PyYAML-6.0.2-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:ce826d6ef20b1bc864f0a68340c8b3287705cae2f8b4b1d932177dcc76721725", size = 173302 },
+    { url = "https://files.pythonhosted.org/packages/c3/93/9916574aa8c00aa06bbac729972eb1071d002b8e158bd0e83a3b9a20a1f7/PyYAML-6.0.2-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:1f71ea527786de97d1a0cc0eacd1defc0985dcf6b3f17bb77dcfc8c34bec4dc5", size = 739154 },
+    { url = "https://files.pythonhosted.org/packages/95/0f/b8938f1cbd09739c6da569d172531567dbcc9789e0029aa070856f123984/PyYAML-6.0.2-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:9b22676e8097e9e22e36d6b7bda33190d0d400f345f23d4065d48f4ca7ae0425", size = 766223 },
+    { url = "https://files.pythonhosted.org/packages/b9/2b/614b4752f2e127db5cc206abc23a8c19678e92b23c3db30fc86ab731d3bd/PyYAML-6.0.2-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:80bab7bfc629882493af4aa31a4cfa43a4c57c83813253626916b8c7ada83476", size = 767542 },
+    { url = "https://files.pythonhosted.org/packages/d4/00/dd137d5bcc7efea1836d6264f049359861cf548469d18da90cd8216cf05f/PyYAML-6.0.2-cp312-cp312-musllinux_1_1_aarch64.whl", hash = "sha256:0833f8694549e586547b576dcfaba4a6b55b9e96098b36cdc7ebefe667dfed48", size = 731164 },
+    { url = "https://files.pythonhosted.org/packages/c9/1f/4f998c900485e5c0ef43838363ba4a9723ac0ad73a9dc42068b12aaba4e4/PyYAML-6.0.2-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:8b9c7197f7cb2738065c481a0461e50ad02f18c78cd75775628afb4d7137fb3b", size = 756611 },
+    { url = "https://files.pythonhosted.org/packages/df/d1/f5a275fdb252768b7a11ec63585bc38d0e87c9e05668a139fea92b80634c/PyYAML-6.0.2-cp312-cp312-win32.whl", hash = "sha256:ef6107725bd54b262d6dedcc2af448a266975032bc85ef0172c5f059da6325b4", size = 140591 },
+    { url = "https://files.pythonhosted.org/packages/0c/e8/4f648c598b17c3d06e8753d7d13d57542b30d56e6c2dedf9c331ae56312e/PyYAML-6.0.2-cp312-cp312-win_amd64.whl", hash = "sha256:7e7401d0de89a9a855c839bc697c079a4af81cf878373abd7dc625847d25cbd8", size = 156338 },
+    { url = "https://files.pythonhosted.org/packages/ef/e3/3af305b830494fa85d95f6d95ef7fa73f2ee1cc8ef5b495c7c3269fb835f/PyYAML-6.0.2-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:efdca5630322a10774e8e98e1af481aad470dd62c3170801852d752aa7a783ba", size = 181309 },
+    { url = "https://files.pythonhosted.org/packages/45/9f/3b1c20a0b7a3200524eb0076cc027a970d320bd3a6592873c85c92a08731/PyYAML-6.0.2-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:50187695423ffe49e2deacb8cd10510bc361faac997de9efef88badc3bb9e2d1", size = 171679 },
+    { url = "https://files.pythonhosted.org/packages/7c/9a/337322f27005c33bcb656c655fa78325b730324c78620e8328ae28b64d0c/PyYAML-6.0.2-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:0ffe8360bab4910ef1b9e87fb812d8bc0a308b0d0eef8c8f44e0254ab3b07133", size = 733428 },
+    { url = "https://files.pythonhosted.org/packages/a3/69/864fbe19e6c18ea3cc196cbe5d392175b4cf3d5d0ac1403ec3f2d237ebb5/PyYAML-6.0.2-cp313-cp313-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:17e311b6c678207928d649faa7cb0d7b4c26a0ba73d41e99c4fff6b6c3276484", size = 763361 },
+    { url = "https://files.pythonhosted.org/packages/04/24/b7721e4845c2f162d26f50521b825fb061bc0a5afcf9a386840f23ea19fa/PyYAML-6.0.2-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:70b189594dbe54f75ab3a1acec5f1e3faa7e8cf2f1e08d9b561cb41b845f69d5", size = 759523 },
+    { url = "https://files.pythonhosted.org/packages/2b/b2/e3234f59ba06559c6ff63c4e10baea10e5e7df868092bf9ab40e5b9c56b6/PyYAML-6.0.2-cp313-cp313-musllinux_1_1_aarch64.whl", hash = "sha256:41e4e3953a79407c794916fa277a82531dd93aad34e29c2a514c2c0c5fe971cc", size = 726660 },
+    { url = "https://files.pythonhosted.org/packages/fe/0f/25911a9f080464c59fab9027482f822b86bf0608957a5fcc6eaac85aa515/PyYAML-6.0.2-cp313-cp313-musllinux_1_1_x86_64.whl", hash = "sha256:68ccc6023a3400877818152ad9a1033e3db8625d899c72eacb5a668902e4d652", size = 751597 },
+    { url = "https://files.pythonhosted.org/packages/14/0d/e2c3b43bbce3cf6bd97c840b46088a3031085179e596d4929729d8d68270/PyYAML-6.0.2-cp313-cp313-win32.whl", hash = "sha256:bc2fa7c6b47d6bc618dd7fb02ef6fdedb1090ec036abab80d4681424b84c1183", size = 140527 },
+    { url = "https://files.pythonhosted.org/packages/fa/de/02b54f42487e3d3c6efb3f89428677074ca7bf43aae402517bc7cca949f3/PyYAML-6.0.2-cp313-cp313-win_amd64.whl", hash = "sha256:8388ee1976c416731879ac16da0aff3f63b286ffdd57cdeb95f3f2e085687563", size = 156446 },
+]
+
+[[package]]
+name = "readtime"
+version = "3.0.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "beautifulsoup4" },
+    { name = "markdown2" },
+    { name = "pyquery" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/e2/9f/a8e3d08eab31d92e49ef2fe6423ce385503e74f793e0e1a81d343ea991d1/readtime-3.0.0.tar.gz", hash = "sha256:76c5a0d773ad49858c53b42ba3a942f62fbe20cc8c6f07875797ac7dc30963a9", size = 6271 }
+
+[[package]]
+name = "regex"
+version = "2024.11.6"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/8e/5f/bd69653fbfb76cf8604468d3b4ec4c403197144c7bfe0e6a5fc9e02a07cb/regex-2024.11.6.tar.gz", hash = "sha256:7ab159b063c52a0333c884e4679f8d7a85112ee3078fe3d9004b2dd875585519", size = 399494 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/ba/30/9a87ce8336b172cc232a0db89a3af97929d06c11ceaa19d97d84fa90a8f8/regex-2024.11.6-cp312-cp312-macosx_10_13_universal2.whl", hash = "sha256:52fb28f528778f184f870b7cf8f225f5eef0a8f6e3778529bdd40c7b3920796a", size = 483781 },
+    { url = "https://files.pythonhosted.org/packages/01/e8/00008ad4ff4be8b1844786ba6636035f7ef926db5686e4c0f98093612add/regex-2024.11.6-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:fdd6028445d2460f33136c55eeb1f601ab06d74cb3347132e1c24250187500d9", size = 288455 },
+    { url = "https://files.pythonhosted.org/packages/60/85/cebcc0aff603ea0a201667b203f13ba75d9fc8668fab917ac5b2de3967bc/regex-2024.11.6-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:805e6b60c54bf766b251e94526ebad60b7de0c70f70a4e6210ee2891acb70bf2", size = 284759 },
+    { url = "https://files.pythonhosted.org/packages/94/2b/701a4b0585cb05472a4da28ee28fdfe155f3638f5e1ec92306d924e5faf0/regex-2024.11.6-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:b85c2530be953a890eaffde05485238f07029600e8f098cdf1848d414a8b45e4", size = 794976 },
+    { url = "https://files.pythonhosted.org/packages/4b/bf/fa87e563bf5fee75db8915f7352e1887b1249126a1be4813837f5dbec965/regex-2024.11.6-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:bb26437975da7dc36b7efad18aa9dd4ea569d2357ae6b783bf1118dabd9ea577", size = 833077 },
+    { url = "https://files.pythonhosted.org/packages/a1/56/7295e6bad94b047f4d0834e4779491b81216583c00c288252ef625c01d23/regex-2024.11.6-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:abfa5080c374a76a251ba60683242bc17eeb2c9818d0d30117b4486be10c59d3", size = 823160 },
+    { url = "https://files.pythonhosted.org/packages/fb/13/e3b075031a738c9598c51cfbc4c7879e26729c53aa9cca59211c44235314/regex-2024.11.6-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:70b7fa6606c2881c1db9479b0eaa11ed5dfa11c8d60a474ff0e095099f39d98e", size = 796896 },
+    { url = "https://files.pythonhosted.org/packages/24/56/0b3f1b66d592be6efec23a795b37732682520b47c53da5a32c33ed7d84e3/regex-2024.11.6-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:0c32f75920cf99fe6b6c539c399a4a128452eaf1af27f39bce8909c9a3fd8cbe", size = 783997 },
+    { url = "https://files.pythonhosted.org/packages/f9/a1/eb378dada8b91c0e4c5f08ffb56f25fcae47bf52ad18f9b2f33b83e6d498/regex-2024.11.6-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:982e6d21414e78e1f51cf595d7f321dcd14de1f2881c5dc6a6e23bbbbd68435e", size = 781725 },
+    { url = "https://files.pythonhosted.org/packages/83/f2/033e7dec0cfd6dda93390089864732a3409246ffe8b042e9554afa9bff4e/regex-2024.11.6-cp312-cp312-musllinux_1_2_i686.whl", hash = "sha256:a7c2155f790e2fb448faed6dd241386719802296ec588a8b9051c1f5c481bc29", size = 789481 },
+    { url = "https://files.pythonhosted.org/packages/83/23/15d4552ea28990a74e7696780c438aadd73a20318c47e527b47a4a5a596d/regex-2024.11.6-cp312-cp312-musllinux_1_2_ppc64le.whl", hash = "sha256:149f5008d286636e48cd0b1dd65018548944e495b0265b45e1bffecce1ef7f39", size = 852896 },
+    { url = "https://files.pythonhosted.org/packages/e3/39/ed4416bc90deedbfdada2568b2cb0bc1fdb98efe11f5378d9892b2a88f8f/regex-2024.11.6-cp312-cp312-musllinux_1_2_s390x.whl", hash = "sha256:e5364a4502efca094731680e80009632ad6624084aff9a23ce8c8c6820de3e51", size = 860138 },
+    { url = "https://files.pythonhosted.org/packages/93/2d/dd56bb76bd8e95bbce684326302f287455b56242a4f9c61f1bc76e28360e/regex-2024.11.6-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:0a86e7eeca091c09e021db8eb72d54751e527fa47b8d5787caf96d9831bd02ad", size = 787692 },
+    { url = "https://files.pythonhosted.org/packages/0b/55/31877a249ab7a5156758246b9c59539abbeba22461b7d8adc9e8475ff73e/regex-2024.11.6-cp312-cp312-win32.whl", hash = "sha256:32f9a4c643baad4efa81d549c2aadefaeba12249b2adc5af541759237eee1c54", size = 262135 },
+    { url = "https://files.pythonhosted.org/packages/38/ec/ad2d7de49a600cdb8dd78434a1aeffe28b9d6fc42eb36afab4a27ad23384/regex-2024.11.6-cp312-cp312-win_amd64.whl", hash = "sha256:a93c194e2df18f7d264092dc8539b8ffb86b45b899ab976aa15d48214138e81b", size = 273567 },
+    { url = "https://files.pythonhosted.org/packages/90/73/bcb0e36614601016552fa9344544a3a2ae1809dc1401b100eab02e772e1f/regex-2024.11.6-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:a6ba92c0bcdf96cbf43a12c717eae4bc98325ca3730f6b130ffa2e3c3c723d84", size = 483525 },
+    { url = "https://files.pythonhosted.org/packages/0f/3f/f1a082a46b31e25291d830b369b6b0c5576a6f7fb89d3053a354c24b8a83/regex-2024.11.6-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:525eab0b789891ac3be914d36893bdf972d483fe66551f79d3e27146191a37d4", size = 288324 },
+    { url = "https://files.pythonhosted.org/packages/09/c9/4e68181a4a652fb3ef5099e077faf4fd2a694ea6e0f806a7737aff9e758a/regex-2024.11.6-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:086a27a0b4ca227941700e0b31425e7a28ef1ae8e5e05a33826e17e47fbfdba0", size = 284617 },
+    { url = "https://files.pythonhosted.org/packages/fc/fd/37868b75eaf63843165f1d2122ca6cb94bfc0271e4428cf58c0616786dce/regex-2024.11.6-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:bde01f35767c4a7899b7eb6e823b125a64de314a8ee9791367c9a34d56af18d0", size = 795023 },
+    { url = "https://files.pythonhosted.org/packages/c4/7c/d4cd9c528502a3dedb5c13c146e7a7a539a3853dc20209c8e75d9ba9d1b2/regex-2024.11.6-cp313-cp313-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:b583904576650166b3d920d2bcce13971f6f9e9a396c673187f49811b2769dc7", size = 833072 },
+    { url = "https://files.pythonhosted.org/packages/4f/db/46f563a08f969159c5a0f0e722260568425363bea43bb7ae370becb66a67/regex-2024.11.6-cp313-cp313-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:1c4de13f06a0d54fa0d5ab1b7138bfa0d883220965a29616e3ea61b35d5f5fc7", size = 823130 },
+    { url = "https://files.pythonhosted.org/packages/db/60/1eeca2074f5b87df394fccaa432ae3fc06c9c9bfa97c5051aed70e6e00c2/regex-2024.11.6-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:3cde6e9f2580eb1665965ce9bf17ff4952f34f5b126beb509fee8f4e994f143c", size = 796857 },
+    { url = "https://files.pythonhosted.org/packages/10/db/ac718a08fcee981554d2f7bb8402f1faa7e868c1345c16ab1ebec54b0d7b/regex-2024.11.6-cp313-cp313-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:0d7f453dca13f40a02b79636a339c5b62b670141e63efd511d3f8f73fba162b3", size = 784006 },
+    { url = "https://files.pythonhosted.org/packages/c2/41/7da3fe70216cea93144bf12da2b87367590bcf07db97604edeea55dac9ad/regex-2024.11.6-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:59dfe1ed21aea057a65c6b586afd2a945de04fc7db3de0a6e3ed5397ad491b07", size = 781650 },
+    { url = "https://files.pythonhosted.org/packages/a7/d5/880921ee4eec393a4752e6ab9f0fe28009435417c3102fc413f3fe81c4e5/regex-2024.11.6-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:b97c1e0bd37c5cd7902e65f410779d39eeda155800b65fc4d04cc432efa9bc6e", size = 789545 },
+    { url = "https://files.pythonhosted.org/packages/dc/96/53770115e507081122beca8899ab7f5ae28ae790bfcc82b5e38976df6a77/regex-2024.11.6-cp313-cp313-musllinux_1_2_ppc64le.whl", hash = "sha256:f9d1e379028e0fc2ae3654bac3cbbef81bf3fd571272a42d56c24007979bafb6", size = 853045 },
+    { url = "https://files.pythonhosted.org/packages/31/d3/1372add5251cc2d44b451bd94f43b2ec78e15a6e82bff6a290ef9fd8f00a/regex-2024.11.6-cp313-cp313-musllinux_1_2_s390x.whl", hash = "sha256:13291b39131e2d002a7940fb176e120bec5145f3aeb7621be6534e46251912c4", size = 860182 },
+    { url = "https://files.pythonhosted.org/packages/ed/e3/c446a64984ea9f69982ba1a69d4658d5014bc7a0ea468a07e1a1265db6e2/regex-2024.11.6-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:4f51f88c126370dcec4908576c5a627220da6c09d0bff31cfa89f2523843316d", size = 787733 },
+    { url = "https://files.pythonhosted.org/packages/2b/f1/e40c8373e3480e4f29f2692bd21b3e05f296d3afebc7e5dcf21b9756ca1c/regex-2024.11.6-cp313-cp313-win32.whl", hash = "sha256:63b13cfd72e9601125027202cad74995ab26921d8cd935c25f09c630436348ff", size = 262122 },
+    { url = "https://files.pythonhosted.org/packages/45/94/bc295babb3062a731f52621cdc992d123111282e291abaf23faa413443ea/regex-2024.11.6-cp313-cp313-win_amd64.whl", hash = "sha256:2b3361af3198667e99927da8b84c1b010752fa4b1115ee30beaa332cabc3ef1a", size = 273545 },
+]
+
 [[package]]
 name = "requests"
 version = "2.32.3"
@@ -715,6 +1137,44 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/d1/c2/fe97d779f3ef3b15f05c94a2f1e3d21732574ed441687474db9d342a7315/soupsieve-2.6-py3-none-any.whl", hash = "sha256:e72c4ff06e4fb6e4b5a9f0f55fe6e81514581fca1515028625d0f299c602ccc9", size = 36186 },
 ]
 
+[[package]]
+name = "sqlite-fts4"
+version = "1.0.3"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/c2/6d/9dad6c3b433ab8912ace969c66abd595f8e0a2ccccdb73602b1291dbda29/sqlite-fts4-1.0.3.tar.gz", hash = "sha256:78b05eeaf6680e9dbed8986bde011e9c086a06cb0c931b3cf7da94c214e8930c", size = 9718 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/51/29/0096e8b1811aaa78cfb296996f621f41120c21c2f5cd448ae1d54979d9fc/sqlite_fts4-1.0.3-py3-none-any.whl", hash = "sha256:0359edd8dea6fd73c848989e1e2b1f31a50fe5f9d7272299ff0e8dbaa62d035f", size = 9972 },
+]
+
+[[package]]
+name = "sqlite-migrate"
+version = "0.1b0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "sqlite-utils" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/13/86/1463a00d3c4bdb707c0ed4077d17687465a0aa9444593f66f6c4b49e39b5/sqlite-migrate-0.1b0.tar.gz", hash = "sha256:8d502b3ca4b9c45e56012bd35c03d23235f0823c976d4ce940cbb40e33087ded", size = 10736 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/df/92/994545b912e6d6feb40323047f02ca039321e690aa2c27afcd5c4105e37b/sqlite_migrate-0.1b0-py3-none-any.whl", hash = "sha256:a4125e35e1de3dc56b6b6ec60e9833ce0ce20192b929ddcb2d4246c5098859c6", size = 9986 },
+]
+
+[[package]]
+name = "sqlite-utils"
+version = "3.38"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "click" },
+    { name = "click-default-group" },
+    { name = "pluggy" },
+    { name = "python-dateutil" },
+    { name = "sqlite-fts4" },
+    { name = "tabulate" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/51/43/ce9183a21911e0b73248c8fb83f8b8038515cb80053912c2a009e9765564/sqlite_utils-3.38.tar.gz", hash = "sha256:1ae77b931384052205a15478d429464f6c67a3ac3b4eafd3c674ac900f623aab", size = 214449 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/4d/eb/f8e8e827805f810838efff3311cccd2601238c5fa3fc35c1f878709e161b/sqlite_utils-3.38-py3-none-any.whl", hash = "sha256:8a27441015c3b2ef475f555861f7a2592f73bc60d247af9803a11b65fc605bf9", size = 68183 },
+]
+
 [[package]]
 name = "sqlparse"
 version = "0.5.3"
@@ -724,6 +1184,15 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/a9/5c/bfd6bd0bf979426d405cc6e71eceb8701b148b16c21d2dc3c261efc61c7b/sqlparse-0.5.3-py3-none-any.whl", hash = "sha256:cf2196ed3418f3ba5de6af7e82c694a9fbdbfecccdfc72e281548517081f16ca", size = 44415 },
 ]
 
+[[package]]
+name = "tabulate"
+version = "0.9.0"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/ec/fe/802052aecb21e3797b8f7902564ab6ea0d60ff8ca23952079064155d1ae1/tabulate-0.9.0.tar.gz", hash = "sha256:0095b12bf5966de529c0feb1fa08671671b3368eec77d7ef7ab114be2c068b3c", size = 81090 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/40/44/4a5f08c96eb108af5cb50b41f76142f0afa346dfa99d5296fe7202a11854/tabulate-0.9.0-py3-none-any.whl", hash = "sha256:024ca478df22e9340661486f85298cff5f6dcdba14f3813e8830015b9ed1948f", size = 35252 },
+]
+
 [[package]]
 name = "telepath"
 version = "0.3.1"
@@ -733,6 +1202,42 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/5f/50/0f246d316f223b14ba5a88fbe2ff0b480d4a6064b866d48008dd57fd5930/telepath-0.3.1-py38-none-any.whl", hash = "sha256:c280aa8e77ad71ce80e96500a4e4d4a32f35b7e0b52e896bb5fde9a5bcf0699a", size = 10926 },
 ]
 
+[[package]]
+name = "tiktoken"
+version = "0.9.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "regex" },
+    { name = "requests" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/ea/cf/756fedf6981e82897f2d570dd25fa597eb3f4459068ae0572d7e888cfd6f/tiktoken-0.9.0.tar.gz", hash = "sha256:d02a5ca6a938e0490e1ff957bc48c8b078c88cb83977be1625b1fd8aac792c5d", size = 35991 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/cf/e5/21ff33ecfa2101c1bb0f9b6df750553bd873b7fb532ce2cb276ff40b197f/tiktoken-0.9.0-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:e88f121c1c22b726649ce67c089b90ddda8b9662545a8aeb03cfef15967ddd03", size = 1065073 },
+    { url = "https://files.pythonhosted.org/packages/8e/03/a95e7b4863ee9ceec1c55983e4cc9558bcfd8f4f80e19c4f8a99642f697d/tiktoken-0.9.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:a6600660f2f72369acb13a57fb3e212434ed38b045fd8cc6cdd74947b4b5d210", size = 1008075 },
+    { url = "https://files.pythonhosted.org/packages/40/10/1305bb02a561595088235a513ec73e50b32e74364fef4de519da69bc8010/tiktoken-0.9.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:95e811743b5dfa74f4b227927ed86cbc57cad4df859cb3b643be797914e41794", size = 1140754 },
+    { url = "https://files.pythonhosted.org/packages/1b/40/da42522018ca496432ffd02793c3a72a739ac04c3794a4914570c9bb2925/tiktoken-0.9.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:99376e1370d59bcf6935c933cb9ba64adc29033b7e73f5f7569f3aad86552b22", size = 1196678 },
+    { url = "https://files.pythonhosted.org/packages/5c/41/1e59dddaae270ba20187ceb8aa52c75b24ffc09f547233991d5fd822838b/tiktoken-0.9.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:badb947c32739fb6ddde173e14885fb3de4d32ab9d8c591cbd013c22b4c31dd2", size = 1259283 },
+    { url = "https://files.pythonhosted.org/packages/5b/64/b16003419a1d7728d0d8c0d56a4c24325e7b10a21a9dd1fc0f7115c02f0a/tiktoken-0.9.0-cp312-cp312-win_amd64.whl", hash = "sha256:5a62d7a25225bafed786a524c1b9f0910a1128f4232615bf3f8257a73aaa3b16", size = 894897 },
+    { url = "https://files.pythonhosted.org/packages/7a/11/09d936d37f49f4f494ffe660af44acd2d99eb2429d60a57c71318af214e0/tiktoken-0.9.0-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:2b0e8e05a26eda1249e824156d537015480af7ae222ccb798e5234ae0285dbdb", size = 1064919 },
+    { url = "https://files.pythonhosted.org/packages/80/0e/f38ba35713edb8d4197ae602e80837d574244ced7fb1b6070b31c29816e0/tiktoken-0.9.0-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:27d457f096f87685195eea0165a1807fae87b97b2161fe8c9b1df5bd74ca6f63", size = 1007877 },
+    { url = "https://files.pythonhosted.org/packages/fe/82/9197f77421e2a01373e27a79dd36efdd99e6b4115746ecc553318ecafbf0/tiktoken-0.9.0-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:2cf8ded49cddf825390e36dd1ad35cd49589e8161fdcb52aa25f0583e90a3e01", size = 1140095 },
+    { url = "https://files.pythonhosted.org/packages/f2/bb/4513da71cac187383541facd0291c4572b03ec23c561de5811781bbd988f/tiktoken-0.9.0-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:cc156cb314119a8bb9748257a2eaebd5cc0753b6cb491d26694ed42fc7cb3139", size = 1195649 },
+    { url = "https://files.pythonhosted.org/packages/fa/5c/74e4c137530dd8504e97e3a41729b1103a4ac29036cbfd3250b11fd29451/tiktoken-0.9.0-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:cd69372e8c9dd761f0ab873112aba55a0e3e506332dd9f7522ca466e817b1b7a", size = 1258465 },
+    { url = "https://files.pythonhosted.org/packages/de/a8/8f499c179ec900783ffe133e9aab10044481679bb9aad78436d239eee716/tiktoken-0.9.0-cp313-cp313-win_amd64.whl", hash = "sha256:5ea0edb6f83dc56d794723286215918c1cde03712cbbafa0348b33448faf5b95", size = 894669 },
+]
+
+[[package]]
+name = "tqdm"
+version = "4.67.1"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "colorama", marker = "sys_platform == 'win32'" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/a8/4b/29b4ef32e036bb34e4ab51796dd745cdba7ed47ad142a9f4a1eb8e0c744d/tqdm-4.67.1.tar.gz", hash = "sha256:f8aef9c52c08c13a65f30ea34f4e5aac3fd1a34959879d7e59e63027286627f2", size = 169737 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/d0/30/dc54f88dd4a2b5dc8a0279bdd7270e735851848b762aeb1c1184ed1f6b14/tqdm-4.67.1-py3-none-any.whl", hash = "sha256:26445eca388f82e72884e0d580d5464cd801a3ea01e63e5601bdff9ba6a48de2", size = 78540 },
+]
+
 [[package]]
 name = "typing-extensions"
 version = "4.12.2"
@@ -742,6 +1247,18 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/26/9f/ad63fc0248c5379346306f8668cda6e2e2e9c95e01216d2b8ffd9ff037d0/typing_extensions-4.12.2-py3-none-any.whl", hash = "sha256:04e5ca0351e0f3f85c6853954072df659d0d13fac324d0072316b67d7794700d", size = 37438 },
 ]
 
+[[package]]
+name = "typing-inspection"
+version = "0.4.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "typing-extensions" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/82/5c/e6082df02e215b846b4b8c0b887a64d7d08ffaba30605502639d44c06b82/typing_inspection-0.4.0.tar.gz", hash = "sha256:9765c87de36671694a67904bf2c96e395be9c6439bb6c87b5142569dcdd65122", size = 76222 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/31/08/aa4fdfb71f7de5176385bd9e90852eaf6b5d622735020ad600f2bab54385/typing_inspection-0.4.0-py3-none-any.whl", hash = "sha256:50e72559fcd2a6367a19f7a7e610e6afcb9fac940c650290eed893d61386832f", size = 14125 },
+]
+
 [[package]]
 name = "tzdata"
 version = "2025.1"