x

langgraph_tutorials/customer_support/__init__.py

@@ -1,3 +1,4 @@
 from langgraph_tutorials.customer_support.db import DB
+from langgraph_tutorials.customer_support.policy import PolicyRetriever
 
-__all__ = ["DB"]
+__all__ = ["DB", "PolicyRetriever"]

langgraph_tutorials/customer_support/cars.py

@@ -0,0 +1,110 @@
+from datetime import date, datetime
+
+from langgraph_tutorials.customer_support.db import DB
+
+
+def search_car_rentals(
+    location: str | None = None,
+    name: str | None = None,
+    price_tier: str | None = None,
+    start_date: datetime | date | None = None,
+    end_date: datetime | date | None = None,
+) -> list[dict]:
+    """Search for car rentals based on location, name, price tier, start date, and end date.
+
+    Args:
+        location (Optional[str]): The location of the car rental.
+        name (Optional[str]): The name of the car rental company.
+        price_tier (Optional[str]): The price tier of the car rental.
+        start_date (Optional[Union[datetime, date]]): The start date of the car rental.
+        end_date (Optional[Union[datetime, date]]): The end date of the car rental.
+
+    Returns:
+        list[dict]: A list of car rental dictionaries matching the search criteria.
+    """
+    with DB.get_cursor() as cursor:
+        query = "SELECT * FROM car_rentals WHERE 1=1"
+        params = []
+
+        if location:
+            query += " AND location LIKE ?"
+            params.append(f"%{location}%")
+        if name:
+            query += " AND name LIKE ?"
+            params.append(f"%{name}%")
+        # For our tutorial, we will let you match on any dates and price tier.
+        # (since our toy dataset doesn't have much data)
+        cursor.execute(query, params)
+        results = cursor.fetchall()
+
+        return [
+            dict(zip([column[0] for column in cursor.description], row, strict=False))
+            for row in results
+        ]
+
+
+def book_car_rental(rental_id: int) -> str:
+    """Book a car rental by its ID.
+
+    Args:
+        rental_id (int): The ID of the car rental to book.
+
+    Returns:
+        str: A message indicating whether the car rental was successfully booked or not.
+    """
+    with DB.get_cursor() as cursor:
+        cursor.execute("UPDATE car_rentals SET booked = 1 WHERE id = ?", (rental_id,))
+        if cursor.rowcount > 0:
+            return f"Car rental {rental_id} successfully booked."
+        return f"No car rental found with ID {rental_id}."
+
+
+def update_car_rental(
+    rental_id: int,
+    start_date: datetime | date | None = None,
+    end_date: datetime | date | None = None,
+) -> str:
+    """Update a car rental's start and end dates by its ID.
+
+    Args:
+        rental_id (int): The ID of the car rental to update.
+        start_date (Optional[Union[datetime, date]]): The new start date of the car rental.
+        end_date (Optional[Union[datetime, date]]): The new end date of the car rental.
+
+    Returns:
+        str: A message indicating whether the car rental was successfully updated or not.
+    """
+    with DB.get_cursor() as cursor:
+        updates_made = 0
+        if start_date:
+            cursor.execute(
+                "UPDATE car_rentals SET start_date = ? WHERE id = ?",
+                (start_date, rental_id),
+            )
+            updates_made += cursor.rowcount
+        if end_date:
+            cursor.execute(
+                "UPDATE car_rentals SET end_date = ? WHERE id = ?",
+                (end_date, rental_id),
+            )
+            updates_made += cursor.rowcount
+
+        if updates_made > 0:
+            return f"Car rental {rental_id} successfully updated."
+        return f"No car rental found with ID {rental_id}."
+
+
+def cancel_car_rental(rental_id: int) -> str:
+    """Cancel a car rental by its ID.
+
+    Args:
+        rental_id (int): The ID of the car rental to cancel.
+
+    Returns:
+        str: A message indicating whether the car rental was successfully cancelled or not.
+    """
+    with DB.get_cursor() as cursor:
+        cursor.execute("UPDATE car_rentals SET booked = 0 WHERE id = ?", (rental_id,))
+        if cursor.rowcount > 0:
+            return f"Car rental {rental_id} successfully cancelled."
+        return f"No car rental found with ID {rental_id}."

langgraph_tutorials/customer_support/db.py

@@ -10,8 +10,8 @@ meant for production use.
 import os
 import shutil
 import sqlite3
+from collections.abc import Generator
 from contextlib import contextmanager
-from typing import Generator, Optional
 
 import pandas as pd
 import requests
@@ -68,7 +68,7 @@ class DatabaseManager:
             t: pd.read_sql(f"SELECT * FROM {t}", conn) for t in tables
         }
 
-        flights: Optional[pd.DataFrame] = dataframes.get("flights")
+        flights: pd.DataFrame | None = dataframes.get("flights")
         if flights is not None:
             example_time = pd.to_datetime(
                 flights["actual_departure"].replace("\\N", pd.NaT)
@@ -86,7 +86,7 @@ class DatabaseManager:
                     pd.to_datetime(flights[col].replace("\\N", pd.NaT)) + time_diff
                 )
 
-        bookings: Optional[pd.DataFrame] = dataframes.get("bookings")
+        bookings: pd.DataFrame | None = dataframes.get("bookings")
         if bookings is not None:
             bookings["book_date"] = (
                 pd.to_datetime(bookings["book_date"].replace("\\N", pd.NaT), utc=True)

langgraph_tutorials/customer_support/excursions.py

@@ -0,0 +1,102 @@
+"""Information about excursions"""
+
+
+from langgraph_tutorials.customer_support.db import DB
+
+
+def search_trip_recommendations(
+    location: str | None = None,
+    name: str | None = None,
+    keywords: str | None = None,
+) -> list[dict]:
+    """Search for trip recommendations based on location, name, and keywords.
+
+    Args:
+        location (Optional[str]): The location of the trip recommendation.
+        name (Optional[str]): The name of the trip recommendation.
+        keywords (Optional[str]): The keywords associated with the trip recommendation.
+
+    Returns:
+        list[dict]: A list of trip recommendation dictionaries matching the search criteria.
+    """
+    with DB.get_cursor() as cursor:
+        query = "SELECT * FROM trip_recommendations WHERE 1=1"
+        params = []
+
+        if location:
+            query += " AND location LIKE ?"
+            params.append(f"%{location}%")
+        if name:
+            query += " AND name LIKE ?"
+            params.append(f"%{name}%")
+        if keywords:
+            keyword_list = keywords.split(",")
+            keyword_conditions = " OR ".join(["keywords LIKE ?" for _ in keyword_list])
+            query += f" AND ({keyword_conditions})"
+            params.extend([f"%{keyword.strip()}%" for keyword in keyword_list])
+
+        cursor.execute(query, params)
+        results = cursor.fetchall()
+
+        return [
+            dict(zip([column[0] for column in cursor.description], row, strict=False))
+            for row in results
+        ]
+
+
+def book_excursion(recommendation_id: int) -> str:
+    """Book an excursion by its recommendation ID.
+
+    Args:
+        recommendation_id (int): The ID of the trip recommendation to book.
+
+    Returns:
+        str: A message indicating whether the trip recommendation was successfully booked or not.
+    """
+    with DB.get_cursor() as cursor:
+        cursor.execute(
+            "UPDATE trip_recommendations SET booked = 1 WHERE id = ?",
+            (recommendation_id,),
+        )
+        if cursor.rowcount > 0:
+            return f"Trip recommendation {recommendation_id} successfully booked."
+        return f"No trip recommendation found with ID {recommendation_id}."
+
+
+def update_excursion(recommendation_id: int, details: str) -> str:
+    """Update a trip recommendation's details by its ID.
+
+    Args:
+        recommendation_id (int): The ID of the trip recommendation to update.
+        details (str): The new details of the trip recommendation.
+
+    Returns:
+        str: A message indicating whether the trip recommendation was successfully updated or not.
+    """
+    with DB.get_cursor() as cursor:
+        cursor.execute(
+            "UPDATE trip_recommendations SET details = ? WHERE id = ?",
+            (details, recommendation_id),
+        )
+        if cursor.rowcount > 0:
+            return f"Trip recommendation {recommendation_id} successfully updated."
+        return f"No trip recommendation found with ID {recommendation_id}."
+
+
+def cancel_excursion(recommendation_id: int) -> str:
+    """Cancel a trip recommendation by its ID.
+
+    Args:
+        recommendation_id (int): The ID of the trip recommendation to cancel.
+
+    Returns:
+        str: A message indicating whether the trip recommendation was successfully cancelled or not.
+    """
+    with DB.get_cursor() as cursor:
+        cursor.execute(
+            "UPDATE trip_recommendations SET booked = 0 WHERE id = ?",
+            (recommendation_id,),
+        )
+        if cursor.rowcount > 0:
+            return f"Trip recommendation {recommendation_id} successfully cancelled."
+        return f"No trip recommendation found with ID {recommendation_id}."

langgraph_tutorials/customer_support/flights.py

@@ -1,52 +1,40 @@
-import sqlite3
 from datetime import date, datetime
 
 import pytz
 from langchain_core.runnables import RunnableConfig
 from langchain_core.tools import tool
 
+from langgraph_tutorials.customer_support.db import DB
+
 
 @tool
 def fetch_user_flight_information(config: RunnableConfig) -> list[dict]:
-    """Fetch all tickets for the user along with corresponding flight information and seat assignments.
-
-    Returns:
-        A list of dictionaries where each dictionary contains the ticket details,
-        associated flight details, and the seat assignments for each ticket belonging to the user.
-    """
+    """Fetch all tickets for the user, including flight details and seat assignments."""
     configuration = config.get("configurable", {})
-    passenger_id = configuration.get("passenger_id", None)
+    passenger_id = configuration.get("passenger_id")
     if not passenger_id:
         raise ValueError("No passenger ID configured.")
 
-    conn = sqlite3.connect(db)
-    cursor = conn.cursor()
-
-    query = """
-    SELECT 
-        t.ticket_no, t.book_ref,
-        f.flight_id, f.flight_no, f.departure_airport, f.arrival_airport, f.scheduled_departure, f.scheduled_arrival,
-        bp.seat_no, tf.fare_conditions
-    FROM 
-        tickets t
-        JOIN ticket_flights tf ON t.ticket_no = tf.ticket_no
-        JOIN flights f ON tf.flight_id = f.flight_id
-        JOIN boarding_passes bp ON bp.ticket_no = t.ticket_no AND bp.flight_id = f.flight_id
-    WHERE 
-        t.passenger_id = ?
-    """
-    cursor.execute(query, (passenger_id,))
-    rows = cursor.fetchall()
-    column_names = [column[0] for column in cursor.description]
-    results = [dict(zip(column_names, row, strict=False)) for row in rows]
-
-    cursor.close()
-    conn.close()
-
-    return results
+    with DB.get_cursor() as cursor:
+        query = """
+        SELECT 
+            t.ticket_no, t.book_ref,
+            f.flight_id, f.flight_no, f.departure_airport, f.arrival_airport, f.scheduled_departure, f.scheduled_arrival,
+            bp.seat_no, tf.fare_conditions
+        FROM 
+            tickets t
+            JOIN ticket_flights tf ON t.ticket_no = tf.ticket_no
+            JOIN flights f ON tf.flight_id = f.flight_id
+            JOIN boarding_passes bp ON bp.ticket_no = t.ticket_no AND bp.flight_id = f.flight_id
+        WHERE 
+            t.passenger_id = ?
+        """
+        cursor.execute(query, (passenger_id,))
+        rows = cursor.fetchall()
+        column_names = [column[0] for column in cursor.description]
+        return [dict(zip(column_names, row, strict=False)) for row in rows]
 
 
-@tool
 def search_flights(
     departure_airport: str | None = None,
     arrival_airport: str | None = None,
@@ -55,142 +43,113 @@ def search_flights(
     limit: int = 20,
 ) -> list[dict]:
     """Search for flights based on departure airport, arrival airport, and departure time range."""
-    conn = sqlite3.connect(db)
-    cursor = conn.cursor()
+    with DB.get_cursor() as cursor:
+        query = "SELECT * FROM flights WHERE 1 = 1"
+        params = []
 
-    query = "SELECT * FROM flights WHERE 1 = 1"
-    params = []
+        if departure_airport:
+            query += " AND departure_airport = ?"
+            params.append(departure_airport)
 
-    if departure_airport:
-        query += " AND departure_airport = ?"
-        params.append(departure_airport)
+        if arrival_airport:
+            query += " AND arrival_airport = ?"
+            params.append(arrival_airport)
 
-    if arrival_airport:
-        query += " AND arrival_airport = ?"
-        params.append(arrival_airport)
+        if start_time:
+            query += " AND scheduled_departure >= ?"
+            params.append(start_time)
 
-    if start_time:
-        query += " AND scheduled_departure >= ?"
-        params.append(start_time)
+        if end_time:
+            query += " AND scheduled_departure <= ?"
+            params.append(end_time)
 
-    if end_time:
-        query += " AND scheduled_departure <= ?"
-        params.append(end_time)
-    query += " LIMIT ?"
-    params.append(limit)
-    cursor.execute(query, params)
-    rows = cursor.fetchall()
-    column_names = [column[0] for column in cursor.description]
-    results = [dict(zip(column_names, row, strict=False)) for row in rows]
+        query += " LIMIT ?"
+        params.append(limit)
 
-    cursor.close()
-    conn.close()
-
-    return results
+        cursor.execute(query, params)
+        rows = cursor.fetchall()
+        column_names = [column[0] for column in cursor.description]
+        return [dict(zip(column_names, row, strict=False)) for row in rows]
 
 
-@tool
 def update_ticket_to_new_flight(
     ticket_no: str, new_flight_id: int, *, config: RunnableConfig
 ) -> str:
     """Update the user's ticket to a new valid flight."""
     configuration = config.get("configurable", {})
-    passenger_id = configuration.get("passenger_id", None)
+    passenger_id = configuration.get("passenger_id")
     if not passenger_id:
         raise ValueError("No passenger ID configured.")
 
-    conn = sqlite3.connect(db)
-    cursor = conn.cursor()
+    with DB.get_cursor() as cursor:
+        cursor.execute(
+            "SELECT departure_airport, arrival_airport, scheduled_departure FROM flights WHERE flight_id = ?",
+            (new_flight_id,),
+        )
+        new_flight = cursor.fetchone()
+        if not new_flight:
+            return "Invalid new flight ID provided."
 
-    cursor.execute(
-        "SELECT departure_airport, arrival_airport, scheduled_departure FROM flights WHERE flight_id = ?",
-        (new_flight_id,),
-    )
-    new_flight = cursor.fetchone()
-    if not new_flight:
-        cursor.close()
-        conn.close()
-        return "Invalid new flight ID provided."
-    column_names = [column[0] for column in cursor.description]
-    new_flight_dict = dict(zip(column_names, new_flight, strict=False))
-    timezone = pytz.timezone("Etc/GMT-3")
-    current_time = datetime.now(tz=timezone)
-    departure_time = datetime.strptime(
-        new_flight_dict["scheduled_departure"], "%Y-%m-%d %H:%M:%S.%f%z"
-    )
-    time_until = (departure_time - current_time).total_seconds()
-    if time_until < (3 * 3600):
-        return f"Not permitted to reschedule to a flight that is less than 3 hours from the current time. Selected flight is at {departure_time}."
+        column_names = [column[0] for column in cursor.description]
+        new_flight_dict = dict(zip(column_names, new_flight, strict=False))
+        timezone = pytz.timezone("Etc/GMT-3")
+        current_time = datetime.now(tz=timezone)
+        departure_time = datetime.strptime(
+            new_flight_dict["scheduled_departure"], "%Y-%m-%d %H:%M:%S.%f%z"
+        )
+        time_until = (departure_time - current_time).total_seconds()
+        if time_until < (3 * 3600):
+            return (
+                f"Not permitted to reschedule to a flight less than 3 hours away. "
+                f"Selected flight departs at {departure_time}."
+            )
 
-    cursor.execute(
-        "SELECT flight_id FROM ticket_flights WHERE ticket_no = ?", (ticket_no,)
-    )
-    current_flight = cursor.fetchone()
-    if not current_flight:
-        cursor.close()
-        conn.close()
-        return "No existing ticket found for the given ticket number."
+        cursor.execute(
+            "SELECT flight_id FROM ticket_flights WHERE ticket_no = ?", (ticket_no,)
+        )
+        current_flight = cursor.fetchone()
+        if not current_flight:
+            return "No existing ticket found for the given ticket number."
 
-    # Check the signed-in user actually has this ticket
-    cursor.execute(
-        "SELECT * FROM tickets WHERE ticket_no = ? AND passenger_id = ?",
-        (ticket_no, passenger_id),
-    )
-    current_ticket = cursor.fetchone()
-    if not current_ticket:
-        cursor.close()
-        conn.close()
-        return f"Current signed-in passenger with ID {passenger_id} not the owner of ticket {ticket_no}"
+        cursor.execute(
+            "SELECT * FROM tickets WHERE ticket_no = ? AND passenger_id = ?",
+            (ticket_no, passenger_id),
+        )
+        current_ticket = cursor.fetchone()
+        if not current_ticket:
+            return f"Passenger ID {passenger_id} does not own ticket {ticket_no}."
 
-    # In a real application, you'd likely add additional checks here to enforce business logic,
-    # like "does the new departure airport match the current ticket", etc.
-    # While it's best to try to be *proactive* in 'type-hinting' policies to the LLM
-    # it's inevitably going to get things wrong, so you **also** need to ensure your
-    # API enforces valid behavior
-    cursor.execute(
-        "UPDATE ticket_flights SET flight_id = ? WHERE ticket_no = ?",
-        (new_flight_id, ticket_no),
-    )
-    conn.commit()
+        cursor.execute(
+            "UPDATE ticket_flights SET flight_id = ? WHERE ticket_no = ?",
+            (new_flight_id, ticket_no),
+        )
 
-    cursor.close()
-    conn.close()
     return "Ticket successfully updated to new flight."
 
 
-@tool
 def cancel_ticket(ticket_no: str, *, config: RunnableConfig) -> str:
     """Cancel the user's ticket and remove it from the database."""
     configuration = config.get("configurable", {})
-    passenger_id = configuration.get("passenger_id", None)
+    passenger_id = configuration.get("passenger_id")
     if not passenger_id:
         raise ValueError("No passenger ID configured.")
-    conn = sqlite3.connect(db)
-    cursor = conn.cursor()
 
-    cursor.execute(
-        "SELECT flight_id FROM ticket_flights WHERE ticket_no = ?", (ticket_no,)
-    )
-    existing_ticket = cursor.fetchone()
-    if not existing_ticket:
-        cursor.close()
-        conn.close()
-        return "No existing ticket found for the given ticket number."
+    with DB.get_cursor() as cursor:
+        cursor.execute(
+            "SELECT flight_id FROM ticket_flights WHERE ticket_no = ?", (ticket_no,)
+        )
+        existing_ticket = cursor.fetchone()
+        if not existing_ticket:
+            return "No existing ticket found for the given ticket number."
 
-    # Check the signed-in user actually has this ticket
-    cursor.execute(
-        "SELECT ticket_no FROM tickets WHERE ticket_no = ? AND passenger_id = ?",
-        (ticket_no, passenger_id),
-    )
-    current_ticket = cursor.fetchone()
-    if not current_ticket:
-        cursor.close()
-        conn.close()
-        return f"Current signed-in passenger with ID {passenger_id} not the owner of ticket {ticket_no}"
+        cursor.execute(
+            "SELECT ticket_no FROM tickets WHERE ticket_no = ? AND passenger_id = ?",
+            (ticket_no, passenger_id),
+        )
+        current_ticket = cursor.fetchone()
+        if not current_ticket:
+            return f"Passenger ID {passenger_id} does not own ticket {ticket_no}."
 
-    cursor.execute("DELETE FROM ticket_flights WHERE ticket_no = ?", (ticket_no,))
-    conn.commit()
+        cursor.execute("DELETE FROM ticket_flights WHERE ticket_no = ?", (ticket_no,))
 
-    cursor.close()
-    conn.close()
     return "Ticket successfully cancelled."

langgraph_tutorials/customer_support/policy.py

@@ -1,108 +1,118 @@
-"""In memory retriever for a customer support policy lookup tool.
+"""Retriever for a customer support policy lookup tool.
 
-This module provides functionality to retrieve relevant policy information based on customer queries
-using vector embeddings for semantic search. It fetches policy documents from an external source
-and creates a vector store for efficient retrieval.
+Starts empty and must be initialized to fetch, embed, and store policy documents.
+Provides semantic search over the embedded documents and can generate a LangChain tool.
 """
 
 import re
 
 import numpy as np
-import openai
 import requests
+from langchain.embeddings import init_embeddings
+from langchain_core.embeddings import Embeddings
 from langchain_core.tools import tool
 
-# Fetch policy documents from external source
-response = requests.get(
-    "https://storage.googleapis.com/benchmarks-artifacts/travel-db/swiss_faq.md"
-)
-response.raise_for_status()
-faq_text = response.text
 
-# Split the text into separate documents by section headers
-docs = [{"page_content": txt} for txt in re.split(r"(?=\n##)", faq_text)]
+class PolicyRetriever:
+    """Retriever interface for policy document search."""
 
+    FAQ_URL = (
+        "https://storage.googleapis.com/benchmarks-artifacts/travel-db/swiss_faq.md"
+    )
 
-class VectorStoreRetriever:
-    """Vector-based retrieval system for finding relevant policy documents.
-    
-    This class creates and manages embeddings for policy documents and provides
-    methods to query the documents based on semantic similarity.
-    
-    Attributes:
-        _arr (numpy.ndarray): Array of document embeddings.
-        _docs (list): List of document dictionaries.
-        _client (openai.Client): OpenAI client for creating embeddings.
-    """
+    def __init__(self, embedding_model: Embeddings | str) -> None:
+        """Initialize an empty Retriever.
 
-    def __init__(self, docs: list, vectors: list, oai_client) -> None:
-        """Initialize the VectorStoreRetriever with documents and their embeddings.
-        
         Args:
-            docs (list): List of document dictionaries.
-            vectors (list): List of embedding vectors corresponding to the documents.
-            oai_client: OpenAI client instance for creating embeddings.
+            embedding_model: Either an embedding model instance or a model name string.
         """
-        self._arr = np.array(vectors)
+        if isinstance(embedding_model, str):
+            print(f"Initializing embedding model from name: {embedding_model}")
+            self._model = init_embeddings(embedding_model)
+        elif isinstance(embedding_model, Embeddings):
+            self._model = embedding_model
+        else:
+            raise ValueError(
+                "embedding must be an Embeddings instance or a model name string"
+            )
+
+        self._docs: list[dict] | None = None
+        self._arr: np.ndarray | None = None
+
+    def initialize(self) -> None:
+        """Download FAQ content, split into sections, embed, and store in memory."""
+        print(f"Fetching FAQ content from {self.FAQ_URL}...")
+        response = requests.get(self.FAQ_URL)
+        response.raise_for_status()
+        faq_text = response.text
+
+        docs = [
+            {"page_content": section} for section in re.split(r"(?=\n##)", faq_text)
+        ]
+        contents = [doc["page_content"] for doc in docs]
+
+        print("Embedding documents...")
+        vectors = self._model.embed_documents(contents)
+
         self._docs = docs
-        self._client = oai_client
-
-    @classmethod
-    def from_docs(cls, docs, oai_client):
-        """Create a VectorStoreRetriever from documents by generating embeddings.
-        
-        Args:
-            docs: List of document dictionaries with a 'page_content' key.
-            oai_client: OpenAI client instance for creating embeddings.
-            
-        Returns:
-            VectorStoreRetriever: A new instance with the documents and their embeddings.
-        """
-        embeddings = oai_client.embeddings.create(
-            model="text-embedding-3-small", input=[doc["page_content"] for doc in docs]
-        )
-        vectors = [emb.embedding for emb in embeddings.data]
-        return cls(docs, vectors, oai_client)
+        self._arr = np.array(vectors)
+        print(f"Loaded and embedded {len(docs)} documents.")
 
     def query(self, query: str, k: int = 5) -> list[dict]:
-        """Query the vector store for documents similar to the query.
-        
+        """Query the retriever for top-k similar documents.
+
         Args:
-            query (str): The query string to search for.
+            query (str): Search query.
             k (int, optional): Number of top results to return. Defaults to 5.
-            
+
         Returns:
-            list[dict]: List of document dictionaries with added similarity scores,
-                sorted by relevance.
+            list[dict]: Top-k documents with similarity scores.
+
+        Raises:
+            RuntimeError: If retriever has not been initialized.
         """
-        embed = self._client.embeddings.create(
-            model="text-embedding-3-small", input=[query]
-        )
-        # "@" is just a matrix multiplication in python
-        scores = np.array(embed.data[0].embedding) @ self._arr.T
+        if self._docs is None or self._arr is None:
+            # In the tutorial, we don't want to allow a user to
+            # run an empty retriever by mistake.
+            # So while this is not a good practice in production (as an empty index
+            # is a valid state), we raise an error here to prevent misuse.
+            raise RuntimeError(
+                "Retriever is not initialized. "
+                "Please call retriever.initialize() first."
+            )
+
+        query_vector = np.array(self._model.embed_query(query))
+        scores = query_vector @ self._arr.T
         top_k_idx = np.argpartition(scores, -k)[-k:]
         top_k_idx_sorted = top_k_idx[np.argsort(-scores[top_k_idx])]
+
         return [
             {**self._docs[idx], "similarity": scores[idx]} for idx in top_k_idx_sorted
         ]
 
+    def as_tool(self, k: int = 2):
+        """Return a LangChain tool for looking up policy information.
 
-# Create a global retriever instance for policy lookups
-retriever = VectorStoreRetriever.from_docs(docs, openai.Client())
+        Args:
+            k (int, optional): Number of top documents to return in the tool.
+            Defaults to 2.
 
+        Returns:
+            Callable: A LangChain tool function.
+        """
+        retriever = self  # capture self in closure
 
-@tool
-def lookup_policy(query: str) -> str:
-    """Consult the company policies to check whether certain options are permitted.
-    
-    Use this function to search for relevant policy information before making any flight 
-    changes or performing other 'write' events.
-    
-    Args:
-        query (str): The user query about policy information.
-        
-    Returns:
-        str: Concatenated content of the most relevant policy documents.
-    """
-    docs = retriever.query(query, k=2)
-    return "\n\n".join([doc["page_content"] for doc in docs])
+        @tool
+        def lookup_policy(query: str) -> str:
+            """Consult company policies to check whether certain options are permitted.
+
+            Args:
+                query (str): The user query about policy information.
+
+            Returns:
+                str: Concatenated content of the most relevant policy documents.
+            """
+            top_docs = retriever.query(query, k=k)
+            return "\n\n".join(doc["page_content"] for doc in top_docs)
+
+        return lookup_policy

pyproject.toml

@@ -5,6 +5,7 @@ description = "Add your description here"
 readme = "README.md"
 requires-python = ">=3.10"
 dependencies = [
+    "langchain>=0.3.24",
     "langchain-core>=0.3.56",
     "langgraph>=0.4.1",
     "openai>=1.76.2",

uv.lock

@@ -1,9 +1,11 @@
 version = 1
 revision = 1
-requires-python = ">=3.12"
+requires-python = ">=3.10"
 resolution-markers = [
     "python_full_version >= '3.12.4'",
-    "python_full_version < '3.12.4'",
+    "python_full_version >= '3.12' and python_full_version < '3.12.4'",
+    "python_full_version == '3.11.*'",
+    "python_full_version < '3.11'",
 ]
 
 [[package]]
@@ -20,6 +22,7 @@ name = "anyio"
 version = "4.9.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
+    { name = "exceptiongroup", marker = "python_full_version < '3.11'" },
     { name = "idna" },
     { name = "sniffio" },
     { name = "typing-extensions", marker = "python_full_version < '3.13'" },
@@ -29,6 +32,15 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/a1/ee/48ca1a7c89ffec8b6a0c5d02b89c305671d5ffd8d3c94acf8b8c408575bb/anyio-4.9.0-py3-none-any.whl", hash = "sha256:9f76d541cad6e36af7beb62e978876f3b41e3e04f2c1fbf0884604c0a9c4d93c", size = 100916 },
 ]
 
+[[package]]
+name = "async-timeout"
+version = "4.0.3"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/87/d6/21b30a550dafea84b1b8eee21b5e23fa16d010ae006011221f33dcd8d7f8/async-timeout-4.0.3.tar.gz", hash = "sha256:4640d96be84d82d02ed59ea2b7105a0f7b33abe8703703cd0ab0bf87c427522f", size = 8345 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/a7/fa/e01228c2938de91d47b307831c62ab9e4001e747789d0b05baf779a6488c/async_timeout-4.0.3-py3-none-any.whl", hash = "sha256:7405140ff1230c310e51dc27b3145b9092d659ce68ff733fb0cefe3ee42be028", size = 5721 },
+]
+
 [[package]]
 name = "certifi"
 version = "2025.4.26"
@@ -47,6 +59,30 @@ dependencies = [
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/fc/97/c783634659c2920c3fc70419e3af40972dbaf758daa229a7d6ea6135c90d/cffi-1.17.1.tar.gz", hash = "sha256:1c39c6016c32bc48dd54561950ebd6836e1670f2ae46128f67cf49e789c52824", size = 516621 }
 wheels = [
+    { url = "https://files.pythonhosted.org/packages/90/07/f44ca684db4e4f08a3fdc6eeb9a0d15dc6883efc7b8c90357fdbf74e186c/cffi-1.17.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:df8b1c11f177bc2313ec4b2d46baec87a5f3e71fc8b45dab2ee7cae86d9aba14", size = 182191 },
+    { url = "https://files.pythonhosted.org/packages/08/fd/cc2fedbd887223f9f5d170c96e57cbf655df9831a6546c1727ae13fa977a/cffi-1.17.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:8f2cdc858323644ab277e9bb925ad72ae0e67f69e804f4898c070998d50b1a67", size = 178592 },
+    { url = "https://files.pythonhosted.org/packages/de/cc/4635c320081c78d6ffc2cab0a76025b691a91204f4aa317d568ff9280a2d/cffi-1.17.1-cp310-cp310-manylinux_2_12_i686.manylinux2010_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:edae79245293e15384b51f88b00613ba9f7198016a5948b5dddf4917d4d26382", size = 426024 },
+    { url = "https://files.pythonhosted.org/packages/b6/7b/3b2b250f3aab91abe5f8a51ada1b717935fdaec53f790ad4100fe2ec64d1/cffi-1.17.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:45398b671ac6d70e67da8e4224a065cec6a93541bb7aebe1b198a61b58c7b702", size = 448188 },
+    { url = "https://files.pythonhosted.org/packages/d3/48/1b9283ebbf0ec065148d8de05d647a986c5f22586b18120020452fff8f5d/cffi-1.17.1-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:ad9413ccdeda48c5afdae7e4fa2192157e991ff761e7ab8fdd8926f40b160cc3", size = 455571 },
+    { url = "https://files.pythonhosted.org/packages/40/87/3b8452525437b40f39ca7ff70276679772ee7e8b394934ff60e63b7b090c/cffi-1.17.1-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:5da5719280082ac6bd9aa7becb3938dc9f9cbd57fac7d2871717b1feb0902ab6", size = 436687 },
+    { url = "https://files.pythonhosted.org/packages/8d/fb/4da72871d177d63649ac449aec2e8a29efe0274035880c7af59101ca2232/cffi-1.17.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:2bb1a08b8008b281856e5971307cc386a8e9c5b625ac297e853d36da6efe9c17", size = 446211 },
+    { url = "https://files.pythonhosted.org/packages/ab/a0/62f00bcb411332106c02b663b26f3545a9ef136f80d5df746c05878f8c4b/cffi-1.17.1-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:045d61c734659cc045141be4bae381a41d89b741f795af1dd018bfb532fd0df8", size = 461325 },
+    { url = "https://files.pythonhosted.org/packages/36/83/76127035ed2e7e27b0787604d99da630ac3123bfb02d8e80c633f218a11d/cffi-1.17.1-cp310-cp310-musllinux_1_1_i686.whl", hash = "sha256:6883e737d7d9e4899a8a695e00ec36bd4e5e4f18fabe0aca0efe0a4b44cdb13e", size = 438784 },
+    { url = "https://files.pythonhosted.org/packages/21/81/a6cd025db2f08ac88b901b745c163d884641909641f9b826e8cb87645942/cffi-1.17.1-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:6b8b4a92e1c65048ff98cfe1f735ef8f1ceb72e3d5f0c25fdb12087a23da22be", size = 461564 },
+    { url = "https://files.pythonhosted.org/packages/f8/fe/4d41c2f200c4a457933dbd98d3cf4e911870877bd94d9656cc0fcb390681/cffi-1.17.1-cp310-cp310-win32.whl", hash = "sha256:c9c3d058ebabb74db66e431095118094d06abf53284d9c81f27300d0e0d8bc7c", size = 171804 },
+    { url = "https://files.pythonhosted.org/packages/d1/b6/0b0f5ab93b0df4acc49cae758c81fe4e5ef26c3ae2e10cc69249dfd8b3ab/cffi-1.17.1-cp310-cp310-win_amd64.whl", hash = "sha256:0f048dcf80db46f0098ccac01132761580d28e28bc0f78ae0d58048063317e15", size = 181299 },
+    { url = "https://files.pythonhosted.org/packages/6b/f4/927e3a8899e52a27fa57a48607ff7dc91a9ebe97399b357b85a0c7892e00/cffi-1.17.1-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:a45e3c6913c5b87b3ff120dcdc03f6131fa0065027d0ed7ee6190736a74cd401", size = 182264 },
+    { url = "https://files.pythonhosted.org/packages/6c/f5/6c3a8efe5f503175aaddcbea6ad0d2c96dad6f5abb205750d1b3df44ef29/cffi-1.17.1-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:30c5e0cb5ae493c04c8b42916e52ca38079f1b235c2f8ae5f4527b963c401caf", size = 178651 },
+    { url = "https://files.pythonhosted.org/packages/94/dd/a3f0118e688d1b1a57553da23b16bdade96d2f9bcda4d32e7d2838047ff7/cffi-1.17.1-cp311-cp311-manylinux_2_12_i686.manylinux2010_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:f75c7ab1f9e4aca5414ed4d8e5c0e303a34f4421f8a0d47a4d019ceff0ab6af4", size = 445259 },
+    { url = "https://files.pythonhosted.org/packages/2e/ea/70ce63780f096e16ce8588efe039d3c4f91deb1dc01e9c73a287939c79a6/cffi-1.17.1-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a1ed2dd2972641495a3ec98445e09766f077aee98a1c896dcb4ad0d303628e41", size = 469200 },
+    { url = "https://files.pythonhosted.org/packages/1c/a0/a4fa9f4f781bda074c3ddd57a572b060fa0df7655d2a4247bbe277200146/cffi-1.17.1-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:46bf43160c1a35f7ec506d254e5c890f3c03648a4dbac12d624e4490a7046cd1", size = 477235 },
+    { url = "https://files.pythonhosted.org/packages/62/12/ce8710b5b8affbcdd5c6e367217c242524ad17a02fe5beec3ee339f69f85/cffi-1.17.1-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:a24ed04c8ffd54b0729c07cee15a81d964e6fee0e3d4d342a27b020d22959dc6", size = 459721 },
+    { url = "https://files.pythonhosted.org/packages/ff/6b/d45873c5e0242196f042d555526f92aa9e0c32355a1be1ff8c27f077fd37/cffi-1.17.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:610faea79c43e44c71e1ec53a554553fa22321b65fae24889706c0a84d4ad86d", size = 467242 },
+    { url = "https://files.pythonhosted.org/packages/1a/52/d9a0e523a572fbccf2955f5abe883cfa8bcc570d7faeee06336fbd50c9fc/cffi-1.17.1-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:a9b15d491f3ad5d692e11f6b71f7857e7835eb677955c00cc0aefcd0669adaf6", size = 477999 },
+    { url = "https://files.pythonhosted.org/packages/44/74/f2a2460684a1a2d00ca799ad880d54652841a780c4c97b87754f660c7603/cffi-1.17.1-cp311-cp311-musllinux_1_1_i686.whl", hash = "sha256:de2ea4b5833625383e464549fec1bc395c1bdeeb5f25c4a3a82b5a8c756ec22f", size = 454242 },
+    { url = "https://files.pythonhosted.org/packages/f8/4a/34599cac7dfcd888ff54e801afe06a19c17787dfd94495ab0c8d35fe99fb/cffi-1.17.1-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:fc48c783f9c87e60831201f2cce7f3b2e4846bf4d8728eabe54d60700b318a0b", size = 478604 },
+    { url = "https://files.pythonhosted.org/packages/34/33/e1b8a1ba29025adbdcda5fb3a36f94c03d771c1b7b12f726ff7fef2ebe36/cffi-1.17.1-cp311-cp311-win32.whl", hash = "sha256:85a950a4ac9c359340d5963966e3e0a94a676bd6245a4b55bc43949eee26a655", size = 171727 },
+    { url = "https://files.pythonhosted.org/packages/3d/97/50228be003bb2802627d28ec0627837ac0bf35c90cf769812056f235b2d1/cffi-1.17.1-cp311-cp311-win_amd64.whl", hash = "sha256:caaf0640ef5f5517f49bc275eca1406b0ffa6aa184892812030f04c2abf589a0", size = 181400 },
     { url = "https://files.pythonhosted.org/packages/5a/84/e94227139ee5fb4d600a7a4927f322e1d4aea6fdc50bd3fca8493caba23f/cffi-1.17.1-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:805b4371bf7197c329fcb3ead37e710d1bca9da5d583f5073b799d5c5bd1eee4", size = 183178 },
     { url = "https://files.pythonhosted.org/packages/da/ee/fb72c2b48656111c4ef27f0f91da355e130a923473bf5ee75c5643d00cca/cffi-1.17.1-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:733e99bc2df47476e3848417c5a4540522f234dfd4ef3ab7fafdf555b082ec0c", size = 178840 },
     { url = "https://files.pythonhosted.org/packages/cc/b6/db007700f67d151abadf508cbfd6a1884f57eab90b1bb985c4c8c02b0f28/cffi-1.17.1-cp312-cp312-manylinux_2_12_i686.manylinux2010_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:1257bdabf294dceb59f5e70c64a3e2f462c30c7ad68092d01bbbfb1c16b1ba36", size = 454803 },
@@ -77,6 +113,32 @@ version = "3.4.1"
 source = { registry = "https://pypi.org/simple" }
 sdist = { url = "https://files.pythonhosted.org/packages/16/b0/572805e227f01586461c80e0fd25d65a2115599cc9dad142fee4b747c357/charset_normalizer-3.4.1.tar.gz", hash = "sha256:44251f18cd68a75b56585dd00dae26183e102cd5e0f9f1466e6df5da2ed64ea3", size = 123188 }
 wheels = [
+    { url = "https://files.pythonhosted.org/packages/0d/58/5580c1716040bc89206c77d8f74418caf82ce519aae06450393ca73475d1/charset_normalizer-3.4.1-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:91b36a978b5ae0ee86c394f5a54d6ef44db1de0815eb43de826d41d21e4af3de", size = 198013 },
+    { url = "https://files.pythonhosted.org/packages/d0/11/00341177ae71c6f5159a08168bcb98c6e6d196d372c94511f9f6c9afe0c6/charset_normalizer-3.4.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:7461baadb4dc00fd9e0acbe254e3d7d2112e7f92ced2adc96e54ef6501c5f176", size = 141285 },
+    { url = "https://files.pythonhosted.org/packages/01/09/11d684ea5819e5a8f5100fb0b38cf8d02b514746607934134d31233e02c8/charset_normalizer-3.4.1-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:e218488cd232553829be0664c2292d3af2eeeb94b32bea483cf79ac6a694e037", size = 151449 },
+    { url = "https://files.pythonhosted.org/packages/08/06/9f5a12939db324d905dc1f70591ae7d7898d030d7662f0d426e2286f68c9/charset_normalizer-3.4.1-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:80ed5e856eb7f30115aaf94e4a08114ccc8813e6ed1b5efa74f9f82e8509858f", size = 143892 },
+    { url = "https://files.pythonhosted.org/packages/93/62/5e89cdfe04584cb7f4d36003ffa2936681b03ecc0754f8e969c2becb7e24/charset_normalizer-3.4.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b010a7a4fd316c3c484d482922d13044979e78d1861f0e0650423144c616a46a", size = 146123 },
+    { url = "https://files.pythonhosted.org/packages/a9/ac/ab729a15c516da2ab70a05f8722ecfccc3f04ed7a18e45c75bbbaa347d61/charset_normalizer-3.4.1-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:4532bff1b8421fd0a320463030c7520f56a79c9024a4e88f01c537316019005a", size = 147943 },
+    { url = "https://files.pythonhosted.org/packages/03/d2/3f392f23f042615689456e9a274640c1d2e5dd1d52de36ab8f7955f8f050/charset_normalizer-3.4.1-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:d973f03c0cb71c5ed99037b870f2be986c3c05e63622c017ea9816881d2dd247", size = 142063 },
+    { url = "https://files.pythonhosted.org/packages/f2/e3/e20aae5e1039a2cd9b08d9205f52142329f887f8cf70da3650326670bddf/charset_normalizer-3.4.1-cp310-cp310-musllinux_1_2_i686.whl", hash = "sha256:3a3bd0dcd373514dcec91c411ddb9632c0d7d92aed7093b8c3bbb6d69ca74408", size = 150578 },
+    { url = "https://files.pythonhosted.org/packages/8d/af/779ad72a4da0aed925e1139d458adc486e61076d7ecdcc09e610ea8678db/charset_normalizer-3.4.1-cp310-cp310-musllinux_1_2_ppc64le.whl", hash = "sha256:d9c3cdf5390dcd29aa8056d13e8e99526cda0305acc038b96b30352aff5ff2bb", size = 153629 },
+    { url = "https://files.pythonhosted.org/packages/c2/b6/7aa450b278e7aa92cf7732140bfd8be21f5f29d5bf334ae987c945276639/charset_normalizer-3.4.1-cp310-cp310-musllinux_1_2_s390x.whl", hash = "sha256:2bdfe3ac2e1bbe5b59a1a63721eb3b95fc9b6817ae4a46debbb4e11f6232428d", size = 150778 },
+    { url = "https://files.pythonhosted.org/packages/39/f4/d9f4f712d0951dcbfd42920d3db81b00dd23b6ab520419626f4023334056/charset_normalizer-3.4.1-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:eab677309cdb30d047996b36d34caeda1dc91149e4fdca0b1a039b3f79d9a807", size = 146453 },
+    { url = "https://files.pythonhosted.org/packages/49/2b/999d0314e4ee0cff3cb83e6bc9aeddd397eeed693edb4facb901eb8fbb69/charset_normalizer-3.4.1-cp310-cp310-win32.whl", hash = "sha256:c0429126cf75e16c4f0ad00ee0eae4242dc652290f940152ca8c75c3a4b6ee8f", size = 95479 },
+    { url = "https://files.pythonhosted.org/packages/2d/ce/3cbed41cff67e455a386fb5e5dd8906cdda2ed92fbc6297921f2e4419309/charset_normalizer-3.4.1-cp310-cp310-win_amd64.whl", hash = "sha256:9f0b8b1c6d84c8034a44893aba5e767bf9c7a211e313a9605d9c617d7083829f", size = 102790 },
+    { url = "https://files.pythonhosted.org/packages/72/80/41ef5d5a7935d2d3a773e3eaebf0a9350542f2cab4eac59a7a4741fbbbbe/charset_normalizer-3.4.1-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:8bfa33f4f2672964266e940dd22a195989ba31669bd84629f05fab3ef4e2d125", size = 194995 },
+    { url = "https://files.pythonhosted.org/packages/7a/28/0b9fefa7b8b080ec492110af6d88aa3dea91c464b17d53474b6e9ba5d2c5/charset_normalizer-3.4.1-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:28bf57629c75e810b6ae989f03c0828d64d6b26a5e205535585f96093e405ed1", size = 139471 },
+    { url = "https://files.pythonhosted.org/packages/71/64/d24ab1a997efb06402e3fc07317e94da358e2585165930d9d59ad45fcae2/charset_normalizer-3.4.1-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:f08ff5e948271dc7e18a35641d2f11a4cd8dfd5634f55228b691e62b37125eb3", size = 149831 },
+    { url = "https://files.pythonhosted.org/packages/37/ed/be39e5258e198655240db5e19e0b11379163ad7070962d6b0c87ed2c4d39/charset_normalizer-3.4.1-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:234ac59ea147c59ee4da87a0c0f098e9c8d169f4dc2a159ef720f1a61bbe27cd", size = 142335 },
+    { url = "https://files.pythonhosted.org/packages/88/83/489e9504711fa05d8dde1574996408026bdbdbd938f23be67deebb5eca92/charset_normalizer-3.4.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:fd4ec41f914fa74ad1b8304bbc634b3de73d2a0889bd32076342a573e0779e00", size = 143862 },
+    { url = "https://files.pythonhosted.org/packages/c6/c7/32da20821cf387b759ad24627a9aca289d2822de929b8a41b6241767b461/charset_normalizer-3.4.1-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:eea6ee1db730b3483adf394ea72f808b6e18cf3cb6454b4d86e04fa8c4327a12", size = 145673 },
+    { url = "https://files.pythonhosted.org/packages/68/85/f4288e96039abdd5aeb5c546fa20a37b50da71b5cf01e75e87f16cd43304/charset_normalizer-3.4.1-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:c96836c97b1238e9c9e3fe90844c947d5afbf4f4c92762679acfe19927d81d77", size = 140211 },
+    { url = "https://files.pythonhosted.org/packages/28/a3/a42e70d03cbdabc18997baf4f0227c73591a08041c149e710045c281f97b/charset_normalizer-3.4.1-cp311-cp311-musllinux_1_2_i686.whl", hash = "sha256:4d86f7aff21ee58f26dcf5ae81a9addbd914115cdebcbb2217e4f0ed8982e146", size = 148039 },
+    { url = "https://files.pythonhosted.org/packages/85/e4/65699e8ab3014ecbe6f5c71d1a55d810fb716bbfd74f6283d5c2aa87febf/charset_normalizer-3.4.1-cp311-cp311-musllinux_1_2_ppc64le.whl", hash = "sha256:09b5e6733cbd160dcc09589227187e242a30a49ca5cefa5a7edd3f9d19ed53fd", size = 151939 },
+    { url = "https://files.pythonhosted.org/packages/b1/82/8e9fe624cc5374193de6860aba3ea8070f584c8565ee77c168ec13274bd2/charset_normalizer-3.4.1-cp311-cp311-musllinux_1_2_s390x.whl", hash = "sha256:5777ee0881f9499ed0f71cc82cf873d9a0ca8af166dfa0af8ec4e675b7df48e6", size = 149075 },
+    { url = "https://files.pythonhosted.org/packages/3d/7b/82865ba54c765560c8433f65e8acb9217cb839a9e32b42af4aa8e945870f/charset_normalizer-3.4.1-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:237bdbe6159cff53b4f24f397d43c6336c6b0b42affbe857970cefbb620911c8", size = 144340 },
+    { url = "https://files.pythonhosted.org/packages/b5/b6/9674a4b7d4d99a0d2df9b215da766ee682718f88055751e1e5e753c82db0/charset_normalizer-3.4.1-cp311-cp311-win32.whl", hash = "sha256:8417cb1f36cc0bc7eaba8ccb0e04d55f0ee52df06df3ad55259b9a323555fc8b", size = 95205 },
+    { url = "https://files.pythonhosted.org/packages/1e/ab/45b180e175de4402dcf7547e4fb617283bae54ce35c27930a6f35b6bef15/charset_normalizer-3.4.1-cp311-cp311-win_amd64.whl", hash = "sha256:d7f50a1f8c450f3925cb367d011448c39239bb3eb4117c36a6d354794de4ce76", size = 102441 },
     { url = "https://files.pythonhosted.org/packages/0a/9a/dd1e1cdceb841925b7798369a09279bd1cf183cef0f9ddf15a3a6502ee45/charset_normalizer-3.4.1-cp312-cp312-macosx_10_13_universal2.whl", hash = "sha256:73d94b58ec7fecbc7366247d3b0b10a21681004153238750bb67bd9012414545", size = 196105 },
     { url = "https://files.pythonhosted.org/packages/d3/8c/90bfabf8c4809ecb648f39794cf2a84ff2e7d2a6cf159fe68d9a26160467/charset_normalizer-3.4.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:dad3e487649f498dd991eeb901125411559b22e8d7ab25d3aeb1af367df5efd7", size = 140404 },
     { url = "https://files.pythonhosted.org/packages/ad/8f/e410d57c721945ea3b4f1a04b74f70ce8fa800d393d72899f0a40526401f/charset_normalizer-3.4.1-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:c30197aa96e8eed02200a83fba2657b4c3acd0f0aa4bdc9f6c1af8e8962e0757", size = 150423 },
@@ -121,6 +183,26 @@ version = "7.8.0"
 source = { registry = "https://pypi.org/simple" }
 sdist = { url = "https://files.pythonhosted.org/packages/19/4f/2251e65033ed2ce1e68f00f91a0294e0f80c80ae8c3ebbe2f12828c4cd53/coverage-7.8.0.tar.gz", hash = "sha256:7a3d62b3b03b4b6fd41a085f3574874cf946cb4604d2b4d3e8dca8cd570ca501", size = 811872 }
 wheels = [
+    { url = "https://files.pythonhosted.org/packages/78/01/1c5e6ee4ebaaa5e079db933a9a45f61172048c7efa06648445821a201084/coverage-7.8.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:2931f66991175369859b5fd58529cd4b73582461877ecfd859b6549869287ffe", size = 211379 },
+    { url = "https://files.pythonhosted.org/packages/e9/16/a463389f5ff916963471f7c13585e5f38c6814607306b3cb4d6b4cf13384/coverage-7.8.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:52a523153c568d2c0ef8826f6cc23031dc86cffb8c6aeab92c4ff776e7951b28", size = 211814 },
+    { url = "https://files.pythonhosted.org/packages/b8/b1/77062b0393f54d79064dfb72d2da402657d7c569cfbc724d56ac0f9c67ed/coverage-7.8.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:5c8a5c139aae4c35cbd7cadca1df02ea8cf28a911534fc1b0456acb0b14234f3", size = 240937 },
+    { url = "https://files.pythonhosted.org/packages/d7/54/c7b00a23150083c124e908c352db03bcd33375494a4beb0c6d79b35448b9/coverage-7.8.0-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:5a26c0c795c3e0b63ec7da6efded5f0bc856d7c0b24b2ac84b4d1d7bc578d676", size = 238849 },
+    { url = "https://files.pythonhosted.org/packages/f7/ec/a6b7cfebd34e7b49f844788fda94713035372b5200c23088e3bbafb30970/coverage-7.8.0-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:821f7bcbaa84318287115d54becb1915eece6918136c6f91045bb84e2f88739d", size = 239986 },
+    { url = "https://files.pythonhosted.org/packages/21/8c/c965ecef8af54e6d9b11bfbba85d4f6a319399f5f724798498387f3209eb/coverage-7.8.0-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:a321c61477ff8ee705b8a5fed370b5710c56b3a52d17b983d9215861e37b642a", size = 239896 },
+    { url = "https://files.pythonhosted.org/packages/40/83/070550273fb4c480efa8381735969cb403fa8fd1626d74865bfaf9e4d903/coverage-7.8.0-cp310-cp310-musllinux_1_2_i686.whl", hash = "sha256:ed2144b8a78f9d94d9515963ed273d620e07846acd5d4b0a642d4849e8d91a0c", size = 238613 },
+    { url = "https://files.pythonhosted.org/packages/07/76/fbb2540495b01d996d38e9f8897b861afed356be01160ab4e25471f4fed1/coverage-7.8.0-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:042e7841a26498fff7a37d6fda770d17519982f5b7d8bf5278d140b67b61095f", size = 238909 },
+    { url = "https://files.pythonhosted.org/packages/a3/7e/76d604db640b7d4a86e5dd730b73e96e12a8185f22b5d0799025121f4dcb/coverage-7.8.0-cp310-cp310-win32.whl", hash = "sha256:f9983d01d7705b2d1f7a95e10bbe4091fabc03a46881a256c2787637b087003f", size = 213948 },
+    { url = "https://files.pythonhosted.org/packages/5c/a7/f8ce4aafb4a12ab475b56c76a71a40f427740cf496c14e943ade72e25023/coverage-7.8.0-cp310-cp310-win_amd64.whl", hash = "sha256:5a570cd9bd20b85d1a0d7b009aaf6c110b52b5755c17be6962f8ccd65d1dbd23", size = 214844 },
+    { url = "https://files.pythonhosted.org/packages/2b/77/074d201adb8383addae5784cb8e2dac60bb62bfdf28b2b10f3a3af2fda47/coverage-7.8.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:e7ac22a0bb2c7c49f441f7a6d46c9c80d96e56f5a8bc6972529ed43c8b694e27", size = 211493 },
+    { url = "https://files.pythonhosted.org/packages/a9/89/7a8efe585750fe59b48d09f871f0e0c028a7b10722b2172dfe021fa2fdd4/coverage-7.8.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:bf13d564d310c156d1c8e53877baf2993fb3073b2fc9f69790ca6a732eb4bfea", size = 211921 },
+    { url = "https://files.pythonhosted.org/packages/e9/ef/96a90c31d08a3f40c49dbe897df4f1fd51fb6583821a1a1c5ee30cc8f680/coverage-7.8.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a5761c70c017c1b0d21b0815a920ffb94a670c8d5d409d9b38857874c21f70d7", size = 244556 },
+    { url = "https://files.pythonhosted.org/packages/89/97/dcd5c2ce72cee9d7b0ee8c89162c24972fb987a111b92d1a3d1d19100c61/coverage-7.8.0-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:e5ff52d790c7e1628241ffbcaeb33e07d14b007b6eb00a19320c7b8a7024c040", size = 242245 },
+    { url = "https://files.pythonhosted.org/packages/b2/7b/b63cbb44096141ed435843bbb251558c8e05cc835c8da31ca6ffb26d44c0/coverage-7.8.0-cp311-cp311-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:d39fc4817fd67b3915256af5dda75fd4ee10621a3d484524487e33416c6f3543", size = 244032 },
+    { url = "https://files.pythonhosted.org/packages/97/e3/7fa8c2c00a1ef530c2a42fa5df25a6971391f92739d83d67a4ee6dcf7a02/coverage-7.8.0-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:b44674870709017e4b4036e3d0d6c17f06a0e6d4436422e0ad29b882c40697d2", size = 243679 },
+    { url = "https://files.pythonhosted.org/packages/4f/b3/e0a59d8df9150c8a0c0841d55d6568f0a9195692136c44f3d21f1842c8f6/coverage-7.8.0-cp311-cp311-musllinux_1_2_i686.whl", hash = "sha256:8f99eb72bf27cbb167b636eb1726f590c00e1ad375002230607a844d9e9a2318", size = 241852 },
+    { url = "https://files.pythonhosted.org/packages/9b/82/db347ccd57bcef150c173df2ade97976a8367a3be7160e303e43dd0c795f/coverage-7.8.0-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:b571bf5341ba8c6bc02e0baeaf3b061ab993bf372d982ae509807e7f112554e9", size = 242389 },
+    { url = "https://files.pythonhosted.org/packages/21/f6/3f7d7879ceb03923195d9ff294456241ed05815281f5254bc16ef71d6a20/coverage-7.8.0-cp311-cp311-win32.whl", hash = "sha256:e75a2ad7b647fd8046d58c3132d7eaf31b12d8a53c0e4b21fa9c4d23d6ee6d3c", size = 213997 },
+    { url = "https://files.pythonhosted.org/packages/28/87/021189643e18ecf045dbe1e2071b2747901f229df302de01c998eeadf146/coverage-7.8.0-cp311-cp311-win_amd64.whl", hash = "sha256:3043ba1c88b2139126fc72cb48574b90e2e0546d4c78b5299317f61b7f718b78", size = 214911 },
     { url = "https://files.pythonhosted.org/packages/aa/12/4792669473297f7973518bec373a955e267deb4339286f882439b8535b39/coverage-7.8.0-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:bbb5cc845a0292e0c520656d19d7ce40e18d0e19b22cb3e0409135a575bf79fc", size = 211684 },
     { url = "https://files.pythonhosted.org/packages/be/e1/2a4ec273894000ebedd789e8f2fc3813fcaf486074f87fd1c5b2cb1c0a2b/coverage-7.8.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:4dfd9a93db9e78666d178d4f08a5408aa3f2474ad4d0e0378ed5f2ef71640cb6", size = 211935 },
     { url = "https://files.pythonhosted.org/packages/f8/3a/7b14f6e4372786709a361729164125f6b7caf4024ce02e596c4a69bccb89/coverage-7.8.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:f017a61399f13aa6d1039f75cd467be388d157cd81f1a119b9d9a68ba6f2830d", size = 245994 },
@@ -151,9 +233,15 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/58/e9/8fb8e0ff6bef5e170ee19d59ca694f9001b2ec085dc99b4f65c128bb3f9a/coverage-7.8.0-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:f3c38e4e5ccbdc9198aecc766cedbb134b2d89bf64533973678dfcf07effd883", size = 255116 },
     { url = "https://files.pythonhosted.org/packages/56/b0/d968ecdbe6fe0a863de7169bbe9e8a476868959f3af24981f6a10d2b6924/coverage-7.8.0-cp313-cp313t-win32.whl", hash = "sha256:379fe315e206b14e21db5240f89dc0774bdd3e25c3c58c2c733c99eca96f1ada", size = 214909 },
     { url = "https://files.pythonhosted.org/packages/87/e9/d6b7ef9fecf42dfb418d93544af47c940aa83056c49e6021a564aafbc91f/coverage-7.8.0-cp313-cp313t-win_amd64.whl", hash = "sha256:2e4b6b87bb0c846a9315e3ab4be2d52fac905100565f4b92f02c445c8799e257", size = 216068 },
+    { url = "https://files.pythonhosted.org/packages/c4/f1/1da77bb4c920aa30e82fa9b6ea065da3467977c2e5e032e38e66f1c57ffd/coverage-7.8.0-pp39.pp310.pp311-none-any.whl", hash = "sha256:b8194fb8e50d556d5849753de991d390c5a1edeeba50f68e3a9253fbd8bf8ccd", size = 203443 },
     { url = "https://files.pythonhosted.org/packages/59/f1/4da7717f0063a222db253e7121bd6a56f6fb1ba439dcc36659088793347c/coverage-7.8.0-py3-none-any.whl", hash = "sha256:dbf364b4c5e7bae9250528167dfe40219b62e2d573c854d74be213e1e52069f7", size = 203435 },
 ]
 
+[package.optional-dependencies]
+toml = [
+    { name = "tomli", marker = "python_full_version <= '3.11'" },
+]
+
 [[package]]
 name = "distro"
 version = "1.9.0"
@@ -163,6 +251,67 @@ 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 = "exceptiongroup"
+version = "1.2.2"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/09/35/2495c4ac46b980e4ca1f6ad6db102322ef3ad2410b79fdde159a4b0f3b92/exceptiongroup-1.2.2.tar.gz", hash = "sha256:47c2edf7c6738fafb49fd34290706d1a1a2f4d1c6df275526b62cbb4aa5393cc", size = 28883 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/02/cc/b7e31358aac6ed1ef2bb790a9746ac2c69bcb3c8588b41616914eb106eaf/exceptiongroup-1.2.2-py3-none-any.whl", hash = "sha256:3111b9d131c238bec2f8f516e123e14ba243563fb135d3fe885990585aa7795b", size = 16453 },
+]
+
+[[package]]
+name = "greenlet"
+version = "3.2.1"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/3f/74/907bb43af91782e0366b0960af62a8ce1f9398e4291cac7beaeffbee0c04/greenlet-3.2.1.tar.gz", hash = "sha256:9f4dd4b4946b14bb3bf038f81e1d2e535b7d94f1b2a59fdba1293cd9c1a0a4d7", size = 184475 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/df/3e/6332bb2d1e43ec6270e0b97bf253cd704691ee55e4e52196cb7da8f774e9/greenlet-3.2.1-cp310-cp310-macosx_11_0_universal2.whl", hash = "sha256:777c1281aa7c786738683e302db0f55eb4b0077c20f1dc53db8852ffaea0a6b0", size = 267364 },
+    { url = "https://files.pythonhosted.org/packages/73/c1/c47cc96878c4eda993a2deaba15af3cfdc87cf8e2e3c4c20726dea541a8c/greenlet-3.2.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:3059c6f286b53ea4711745146ffe5a5c5ff801f62f6c56949446e0f6461f8157", size = 625721 },
+    { url = "https://files.pythonhosted.org/packages/c8/65/df1ff1a505a62b08d31da498ddc0c9992e9c536c01944f8b800a7cf17ac6/greenlet-3.2.1-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:e1a40a17e2c7348f5eee5d8e1b4fa6a937f0587eba89411885a36a8e1fc29bd2", size = 636983 },
+    { url = "https://files.pythonhosted.org/packages/e8/1d/29944dcaaf5e482f7bff617de15f29e17cc0e74c7393888f8a43d7f6229e/greenlet-3.2.1-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:5193135b3a8d0017cb438de0d49e92bf2f6c1c770331d24aa7500866f4db4017", size = 632880 },
+    { url = "https://files.pythonhosted.org/packages/e4/c6/6c0891fd775b4fc5613593181526ba282771682dfe7bd0206d283403bcbb/greenlet-3.2.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:639a94d001fe874675b553f28a9d44faed90f9864dc57ba0afef3f8d76a18b04", size = 631638 },
+    { url = "https://files.pythonhosted.org/packages/c0/50/3d8cadd4dfab17ef72bf0476cc2dacab368273ed29a79bbe66c36c6007a4/greenlet-3.2.1-cp310-cp310-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:8fe303381e7e909e42fb23e191fc69659910909fdcd056b92f6473f80ef18543", size = 580577 },
+    { url = "https://files.pythonhosted.org/packages/a5/fe/bb0fc421318c69a840e5b98fdeea29d8dcb38f43ffe8b49664aeb10cc3dc/greenlet-3.2.1-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:72c9b668454e816b5ece25daac1a42c94d1c116d5401399a11b77ce8d883110c", size = 1109788 },
+    { url = "https://files.pythonhosted.org/packages/89/e9/db23a39effaef855deac9083a9054cbe34e1623dcbabed01e34a9d4174c7/greenlet-3.2.1-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:6079ae990bbf944cf66bea64a09dcb56085815630955109ffa98984810d71565", size = 1133412 },
+    { url = "https://files.pythonhosted.org/packages/6a/86/c33905264b43fe4806720f60124254a149857b42c1bf01bd6e136883c99f/greenlet-3.2.1-cp310-cp310-win_amd64.whl", hash = "sha256:e63cd2035f49376a23611fbb1643f78f8246e9d4dfd607534ec81b175ce582c2", size = 294958 },
+    { url = "https://files.pythonhosted.org/packages/26/80/a6ee52c59f75a387ec1f0c0075cf7981fb4644e4162afd3401dabeaa83ca/greenlet-3.2.1-cp311-cp311-macosx_11_0_universal2.whl", hash = "sha256:aa30066fd6862e1153eaae9b51b449a6356dcdb505169647f69e6ce315b9468b", size = 268609 },
+    { url = "https://files.pythonhosted.org/packages/ad/11/bd7a900629a4dd0e691dda88f8c2a7bfa44d0c4cffdb47eb5302f87a30d0/greenlet-3.2.1-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:7b0f3a0a67786facf3b907a25db80efe74310f9d63cc30869e49c79ee3fcef7e", size = 628776 },
+    { url = "https://files.pythonhosted.org/packages/46/f1/686754913fcc2707addadf815c884fd49c9f00a88e6dac277a1e1a8b8086/greenlet-3.2.1-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:64a4d0052de53ab3ad83ba86de5ada6aeea8f099b4e6c9ccce70fb29bc02c6a2", size = 640827 },
+    { url = "https://files.pythonhosted.org/packages/03/74/bef04fa04125f6bcae2c1117e52f99c5706ac6ee90b7300b49b3bc18fc7d/greenlet-3.2.1-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:852ef432919830022f71a040ff7ba3f25ceb9fe8f3ab784befd747856ee58530", size = 636752 },
+    { url = "https://files.pythonhosted.org/packages/aa/08/e8d493ab65ae1e9823638b8d0bf5d6b44f062221d424c5925f03960ba3d0/greenlet-3.2.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:4818116e75a0dd52cdcf40ca4b419e8ce5cb6669630cb4f13a6c384307c9543f", size = 635993 },
+    { url = "https://files.pythonhosted.org/packages/1f/9d/3a3a979f2b019fb756c9a92cd5e69055aded2862ebd0437de109cf7472a2/greenlet-3.2.1-cp311-cp311-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:9afa05fe6557bce1642d8131f87ae9462e2a8e8c46f7ed7929360616088a3975", size = 583927 },
+    { url = "https://files.pythonhosted.org/packages/59/21/a00d27d9abb914c1213926be56b2a2bf47999cf0baf67d9ef5b105b8eb5b/greenlet-3.2.1-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:5c12f0d17a88664757e81a6e3fc7c2452568cf460a2f8fb44f90536b2614000b", size = 1112891 },
+    { url = "https://files.pythonhosted.org/packages/20/c7/922082bf41f0948a78d703d75261d5297f3db894758317409e4677dc1446/greenlet-3.2.1-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:dbb4e1aa2000852937dd8f4357fb73e3911da426df8ca9b8df5db231922da474", size = 1138318 },
+    { url = "https://files.pythonhosted.org/packages/34/d7/e05aa525d824ec32735ba7e66917e944a64866c1a95365b5bd03f3eb2c08/greenlet-3.2.1-cp311-cp311-win_amd64.whl", hash = "sha256:cb5ee928ce5fedf9a4b0ccdc547f7887136c4af6109d8f2fe8e00f90c0db47f5", size = 295407 },
+    { url = "https://files.pythonhosted.org/packages/f0/d1/e4777b188a04726f6cf69047830d37365b9191017f54caf2f7af336a6f18/greenlet-3.2.1-cp312-cp312-macosx_11_0_universal2.whl", hash = "sha256:0ba2811509a30e5f943be048895a983a8daf0b9aa0ac0ead526dfb5d987d80ea", size = 270381 },
+    { url = "https://files.pythonhosted.org/packages/59/e7/b5b738f5679247ddfcf2179c38945519668dced60c3164c20d55c1a7bb4a/greenlet-3.2.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:4245246e72352b150a1588d43ddc8ab5e306bef924c26571aafafa5d1aaae4e8", size = 637195 },
+    { url = "https://files.pythonhosted.org/packages/6c/9f/57968c88a5f6bc371364baf983a2e5549cca8f503bfef591b6dd81332cbc/greenlet-3.2.1-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:7abc0545d8e880779f0c7ce665a1afc3f72f0ca0d5815e2b006cafc4c1cc5840", size = 651381 },
+    { url = "https://files.pythonhosted.org/packages/40/81/1533c9a458e9f2ebccb3ae22f1463b2093b0eb448a88aac36182f1c2cd3d/greenlet-3.2.1-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:6dcc6d604a6575c6225ac0da39df9335cc0c6ac50725063fa90f104f3dbdb2c9", size = 646110 },
+    { url = "https://files.pythonhosted.org/packages/06/66/25f7e4b1468ebe4a520757f2e41c2a36a2f49a12e963431b82e9f98df2a0/greenlet-3.2.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:2273586879affca2d1f414709bb1f61f0770adcabf9eda8ef48fd90b36f15d12", size = 648070 },
+    { url = "https://files.pythonhosted.org/packages/d7/4c/49d366565c4c4d29e6f666287b9e2f471a66c3a3d8d5066692e347f09e27/greenlet-3.2.1-cp312-cp312-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:ff38c869ed30fff07f1452d9a204ece1ec6d3c0870e0ba6e478ce7c1515acf22", size = 603816 },
+    { url = "https://files.pythonhosted.org/packages/04/15/1612bb61506f44b6b8b6bebb6488702b1fe1432547e95dda57874303a1f5/greenlet-3.2.1-cp312-cp312-musllinux_1_1_aarch64.whl", hash = "sha256:e934591a7a4084fa10ee5ef50eb9d2ac8c4075d5c9cf91128116b5dca49d43b1", size = 1119572 },
+    { url = "https://files.pythonhosted.org/packages/cc/2f/002b99dacd1610e825876f5cbbe7f86740aa2a6b76816e5eca41c8457e85/greenlet-3.2.1-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:063bcf7f8ee28eb91e7f7a8148c65a43b73fbdc0064ab693e024b5a940070145", size = 1147442 },
+    { url = "https://files.pythonhosted.org/packages/c0/ba/82a2c3b9868644ee6011da742156247070f30e952f4d33f33857458450f2/greenlet-3.2.1-cp312-cp312-win_amd64.whl", hash = "sha256:7132e024ebeeeabbe661cf8878aac5d2e643975c4feae833142592ec2f03263d", size = 296207 },
+    { url = "https://files.pythonhosted.org/packages/77/2a/581b3808afec55b2db838742527c40b4ce68b9b64feedff0fd0123f4b19a/greenlet-3.2.1-cp313-cp313-macosx_11_0_universal2.whl", hash = "sha256:e1967882f0c42eaf42282a87579685c8673c51153b845fde1ee81be720ae27ac", size = 269119 },
+    { url = "https://files.pythonhosted.org/packages/b0/f3/1c4e27fbdc84e13f05afc2baf605e704668ffa26e73a43eca93e1120813e/greenlet-3.2.1-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:e77ae69032a95640a5fe8c857ec7bee569a0997e809570f4c92048691ce4b437", size = 637314 },
+    { url = "https://files.pythonhosted.org/packages/fc/1a/9fc43cb0044f425f7252da9847893b6de4e3b20c0a748bce7ab3f063d5bc/greenlet-3.2.1-cp313-cp313-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:3227c6ec1149d4520bc99edac3b9bc8358d0034825f3ca7572165cb502d8f29a", size = 651421 },
+    { url = "https://files.pythonhosted.org/packages/8a/65/d47c03cdc62c6680206b7420c4a98363ee997e87a5e9da1e83bd7eeb57a8/greenlet-3.2.1-cp313-cp313-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:0ddda0197c5b46eedb5628d33dad034c455ae77708c7bf192686e760e26d6a0c", size = 645789 },
+    { url = "https://files.pythonhosted.org/packages/2f/40/0faf8bee1b106c241780f377b9951dd4564ef0972de1942ef74687aa6bba/greenlet-3.2.1-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:de62b542e5dcf0b6116c310dec17b82bb06ef2ceb696156ff7bf74a7a498d982", size = 648262 },
+    { url = "https://files.pythonhosted.org/packages/e0/a8/73305f713183c2cb08f3ddd32eaa20a6854ba9c37061d682192db9b021c3/greenlet-3.2.1-cp313-cp313-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:c07a0c01010df42f1f058b3973decc69c4d82e036a951c3deaf89ab114054c07", size = 606770 },
+    { url = "https://files.pythonhosted.org/packages/c3/05/7d726e1fb7f8a6ac55ff212a54238a36c57db83446523c763e20cd30b837/greenlet-3.2.1-cp313-cp313-musllinux_1_1_aarch64.whl", hash = "sha256:2530bfb0abcd451ea81068e6d0a1aac6dabf3f4c23c8bd8e2a8f579c2dd60d95", size = 1117960 },
+    { url = "https://files.pythonhosted.org/packages/bf/9f/2b6cb1bd9f1537e7b08c08705c4a1d7bd4f64489c67d102225c4fd262bda/greenlet-3.2.1-cp313-cp313-musllinux_1_1_x86_64.whl", hash = "sha256:1c472adfca310f849903295c351d297559462067f618944ce2650a1878b84123", size = 1145500 },
+    { url = "https://files.pythonhosted.org/packages/e4/f6/339c6e707062319546598eb9827d3ca8942a3eccc610d4a54c1da7b62527/greenlet-3.2.1-cp313-cp313-win_amd64.whl", hash = "sha256:24a496479bc8bd01c39aa6516a43c717b4cee7196573c47b1f8e1011f7c12495", size = 295994 },
+    { url = "https://files.pythonhosted.org/packages/f1/72/2a251d74a596af7bb1717e891ad4275a3fd5ac06152319d7ad8c77f876af/greenlet-3.2.1-cp313-cp313t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:175d583f7d5ee57845591fc30d852b75b144eb44b05f38b67966ed6df05c8526", size = 629889 },
+    { url = "https://files.pythonhosted.org/packages/29/2e/d7ed8bf97641bf704b6a43907c0e082cdf44d5bc026eb8e1b79283e7a719/greenlet-3.2.1-cp313-cp313t-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:3ecc9d33ca9428e4536ea53e79d781792cee114d2fa2695b173092bdbd8cd6d5", size = 635261 },
+    { url = "https://files.pythonhosted.org/packages/1e/75/802aa27848a6fcb5e566f69c64534f572e310f0f12d41e9201a81e741551/greenlet-3.2.1-cp313-cp313t-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:3f56382ac4df3860ebed8ed838f268f03ddf4e459b954415534130062b16bc32", size = 632523 },
+    { url = "https://files.pythonhosted.org/packages/56/09/f7c1c3bab9b4c589ad356503dd71be00935e9c4db4db516ed88fc80f1187/greenlet-3.2.1-cp313-cp313t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:cc45a7189c91c0f89aaf9d69da428ce8301b0fd66c914a499199cfb0c28420fc", size = 628816 },
+    { url = "https://files.pythonhosted.org/packages/79/e0/1bb90d30b5450eac2dffeaac6b692857c4bd642c21883b79faa8fa056cf2/greenlet-3.2.1-cp313-cp313t-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:51a2f49da08cff79ee42eb22f1658a2aed60c72792f0a0a95f5f0ca6d101b1fb", size = 593687 },
+    { url = "https://files.pythonhosted.org/packages/c5/b5/adbe03c8b4c178add20cc716021183ae6b0326d56ba8793d7828c94286f6/greenlet-3.2.1-cp313-cp313t-musllinux_1_1_aarch64.whl", hash = "sha256:0c68bbc639359493420282d2f34fa114e992a8724481d700da0b10d10a7611b8", size = 1105754 },
+    { url = "https://files.pythonhosted.org/packages/39/93/84582d7ef38dec009543ccadec6ab41079a6cbc2b8c0566bcd07bf1aaf6c/greenlet-3.2.1-cp313-cp313t-musllinux_1_1_x86_64.whl", hash = "sha256:e775176b5c203a1fa4be19f91da00fd3bff536868b77b237da3f4daa5971ae5d", size = 1125160 },
+    { url = "https://files.pythonhosted.org/packages/01/e6/f9d759788518a6248684e3afeb3691f3ab0276d769b6217a1533362298c8/greenlet-3.2.1-cp314-cp314-macosx_11_0_universal2.whl", hash = "sha256:d6668caf15f181c1b82fb6406f3911696975cc4c37d782e19cb7ba499e556189", size = 269897 },
+]
+
 [[package]]
 name = "h11"
 version = "0.16.0"
@@ -224,6 +373,30 @@ 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/b0/82/39f7c9e67b3b0121f02a0b90d433626caa95a565c3d2449fea6bcfa3f5f5/jiter-0.9.0-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:816ec9b60fdfd1fec87da1d7ed46c66c44ffec37ab2ef7de5b147b2fce3fd5ad", size = 314540 },
+    { url = "https://files.pythonhosted.org/packages/01/07/7bf6022c5a152fca767cf5c086bb41f7c28f70cf33ad259d023b53c0b858/jiter-0.9.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:9b1d3086f8a3ee0194ecf2008cf81286a5c3e540d977fa038ff23576c023c0ea", size = 321065 },
+    { url = "https://files.pythonhosted.org/packages/6c/b2/de3f3446ecba7c48f317568e111cc112613da36c7b29a6de45a1df365556/jiter-0.9.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:1339f839b91ae30b37c409bf16ccd3dc453e8b8c3ed4bd1d6a567193651a4a51", size = 341664 },
+    { url = "https://files.pythonhosted.org/packages/13/cf/6485a4012af5d407689c91296105fcdb080a3538e0658d2abf679619c72f/jiter-0.9.0-cp310-cp310-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:ffba79584b3b670fefae66ceb3a28822365d25b7bf811e030609a3d5b876f538", size = 364635 },
+    { url = "https://files.pythonhosted.org/packages/0d/f7/4a491c568f005553240b486f8e05c82547340572d5018ef79414b4449327/jiter-0.9.0-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:5cfc7d0a8e899089d11f065e289cb5b2daf3d82fbe028f49b20d7b809193958d", size = 406288 },
+    { url = "https://files.pythonhosted.org/packages/d3/ca/f4263ecbce7f5e6bded8f52a9f1a66540b270c300b5c9f5353d163f9ac61/jiter-0.9.0-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:e00a1a2bbfaaf237e13c3d1592356eab3e9015d7efd59359ac8b51eb56390a12", size = 397499 },
+    { url = "https://files.pythonhosted.org/packages/ac/a2/522039e522a10bac2f2194f50e183a49a360d5f63ebf46f6d890ef8aa3f9/jiter-0.9.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:d1d9870561eb26b11448854dce0ff27a9a27cb616b632468cafc938de25e9e51", size = 352926 },
+    { url = "https://files.pythonhosted.org/packages/b1/67/306a5c5abc82f2e32bd47333a1c9799499c1c3a415f8dde19dbf876f00cb/jiter-0.9.0-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:9872aeff3f21e437651df378cb75aeb7043e5297261222b6441a620218b58708", size = 384506 },
+    { url = "https://files.pythonhosted.org/packages/0f/89/c12fe7b65a4fb74f6c0d7b5119576f1f16c79fc2953641f31b288fad8a04/jiter-0.9.0-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:1fd19112d1049bdd47f17bfbb44a2c0001061312dcf0e72765bfa8abd4aa30e5", size = 520621 },
+    { url = "https://files.pythonhosted.org/packages/c4/2b/d57900c5c06e6273fbaa76a19efa74dbc6e70c7427ab421bf0095dfe5d4a/jiter-0.9.0-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:6ef5da104664e526836070e4a23b5f68dec1cc673b60bf1edb1bfbe8a55d0678", size = 512613 },
+    { url = "https://files.pythonhosted.org/packages/89/05/d8b90bfb21e58097d5a4e0224f2940568366f68488a079ae77d4b2653500/jiter-0.9.0-cp310-cp310-win32.whl", hash = "sha256:cb12e6d65ebbefe5518de819f3eda53b73187b7089040b2d17f5b39001ff31c4", size = 206613 },
+    { url = "https://files.pythonhosted.org/packages/2c/1d/5767f23f88e4f885090d74bbd2755518050a63040c0f59aa059947035711/jiter-0.9.0-cp310-cp310-win_amd64.whl", hash = "sha256:c43ca669493626d8672be3b645dbb406ef25af3f4b6384cfd306da7eb2e70322", size = 208371 },
+    { url = "https://files.pythonhosted.org/packages/23/44/e241a043f114299254e44d7e777ead311da400517f179665e59611ab0ee4/jiter-0.9.0-cp311-cp311-macosx_10_12_x86_64.whl", hash = "sha256:6c4d99c71508912a7e556d631768dcdef43648a93660670986916b297f1c54af", size = 314654 },
+    { url = "https://files.pythonhosted.org/packages/fb/1b/a7e5e42db9fa262baaa9489d8d14ca93f8663e7f164ed5e9acc9f467fc00/jiter-0.9.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:8f60fb8ce7df529812bf6c625635a19d27f30806885139e367af93f6e734ef58", size = 320909 },
+    { url = "https://files.pythonhosted.org/packages/60/bf/8ebdfce77bc04b81abf2ea316e9c03b4a866a7d739cf355eae4d6fd9f6fe/jiter-0.9.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:51c4e1a4f8ea84d98b7b98912aa4290ac3d1eabfde8e3c34541fae30e9d1f08b", size = 341733 },
+    { url = "https://files.pythonhosted.org/packages/a8/4e/754ebce77cff9ab34d1d0fa0fe98f5d42590fd33622509a3ba6ec37ff466/jiter-0.9.0-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:5f4c677c424dc76684fea3e7285a7a2a7493424bea89ac441045e6a1fb1d7b3b", size = 365097 },
+    { url = "https://files.pythonhosted.org/packages/32/2c/6019587e6f5844c612ae18ca892f4cd7b3d8bbf49461ed29e384a0f13d98/jiter-0.9.0-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:2221176dfec87f3470b21e6abca056e6b04ce9bff72315cb0b243ca9e835a4b5", size = 406603 },
+    { url = "https://files.pythonhosted.org/packages/da/e9/c9e6546c817ab75a1a7dab6dcc698e62e375e1017113e8e983fccbd56115/jiter-0.9.0-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:3c7adb66f899ffa25e3c92bfcb593391ee1947dbdd6a9a970e0d7e713237d572", size = 396625 },
+    { url = "https://files.pythonhosted.org/packages/be/bd/976b458add04271ebb5a255e992bd008546ea04bb4dcadc042a16279b4b4/jiter-0.9.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:c98d27330fdfb77913c1097a7aab07f38ff2259048949f499c9901700789ac15", size = 351832 },
+    { url = "https://files.pythonhosted.org/packages/07/51/fe59e307aaebec9265dbad44d9d4381d030947e47b0f23531579b9a7c2df/jiter-0.9.0-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:eda3f8cc74df66892b1d06b5d41a71670c22d95a1ca2cbab73654745ce9d0419", size = 384590 },
+    { url = "https://files.pythonhosted.org/packages/db/55/5dcd2693794d8e6f4889389ff66ef3be557a77f8aeeca8973a97a7c00557/jiter-0.9.0-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:dd5ab5ddc11418dce28343123644a100f487eaccf1de27a459ab36d6cca31043", size = 520690 },
+    { url = "https://files.pythonhosted.org/packages/54/d5/9f51dc90985e9eb251fbbb747ab2b13b26601f16c595a7b8baba964043bd/jiter-0.9.0-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:42f8a68a69f047b310319ef8e2f52fdb2e7976fb3313ef27df495cf77bcad965", size = 512649 },
+    { url = "https://files.pythonhosted.org/packages/a6/e5/4e385945179bcf128fa10ad8dca9053d717cbe09e258110e39045c881fe5/jiter-0.9.0-cp311-cp311-win32.whl", hash = "sha256:a25519efb78a42254d59326ee417d6f5161b06f5da827d94cf521fed961b1ff2", size = 206920 },
+    { url = "https://files.pythonhosted.org/packages/4c/47/5e0b94c603d8e54dd1faab439b40b832c277d3b90743e7835879ab663757/jiter-0.9.0-cp311-cp311-win_amd64.whl", hash = "sha256:923b54afdd697dfd00d368b7ccad008cccfeb1efb4e621f32860c75e9f25edbd", size = 210119 },
     { 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 },
@@ -274,6 +447,25 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/71/92/5e77f98553e9e75130c78900d000368476aed74276eb8ae8796f65f00918/jsonpointer-3.0.0-py2.py3-none-any.whl", hash = "sha256:13e088adc14fca8b6aa8177c044e12701e6ad4b28ff10e65f2267a90109c9942", size = 7595 },
 ]
 
+[[package]]
+name = "langchain"
+version = "0.3.24"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "async-timeout", marker = "python_full_version < '3.11'" },
+    { name = "langchain-core" },
+    { name = "langchain-text-splitters" },
+    { name = "langsmith" },
+    { name = "pydantic" },
+    { name = "pyyaml" },
+    { name = "requests" },
+    { name = "sqlalchemy" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/a3/8f/db961066a65e678036886c73234827c56547fed2e06fd1b425767e4dc059/langchain-0.3.24.tar.gz", hash = "sha256:caf1bacdabbea429bc79b58b118c06c3386107d92812e15922072b91745f070f", size = 10224882 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/ba/83/77392f0a6a560e471075b125656b392d3b889be65ee8e93a5c31aa7a62bb/langchain-0.3.24-py3-none-any.whl", hash = "sha256:596c5444716644ddd0cd819fb2bc9d0fd4221503b219fdfb5016edcfaa7da8ef", size = 1010778 },
+]
+
 [[package]]
 name = "langchain-core"
 version = "0.3.56"
@@ -292,6 +484,18 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/ca/fe/f8b2c32122cc2c842169164708fedc65db693daefcdaa9e9863d44b65b15/langchain_core-0.3.56-py3-none-any.whl", hash = "sha256:a20c6aca0fa0da265d96d3b14a5a01828ac5d2d9d27516434873d76f2d4839ed", size = 437218 },
 ]
 
+[[package]]
+name = "langchain-text-splitters"
+version = "0.3.8"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "langchain-core" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/e7/ac/b4a25c5716bb0103b1515f1f52cc69ffb1035a5a225ee5afe3aed28bf57b/langchain_text_splitters-0.3.8.tar.gz", hash = "sha256:116d4b9f2a22dda357d0b79e30acf005c5518177971c66a9f1ab0edfdb0f912e", size = 42128 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/8b/a3/3696ff2444658053c01b6b7443e761f28bb71217d82bb89137a978c5f66f/langchain_text_splitters-0.3.8-py3-none-any.whl", hash = "sha256:e75cc0f4ae58dcf07d9f18776400cf8ade27fadd4ff6d264df6278bb302f6f02", size = 32440 },
+]
+
 [[package]]
 name = "langgraph"
 version = "0.4.1"
@@ -353,6 +557,7 @@ name = "langgraph-tutorials"
 version = "0.1.0"
 source = { editable = "." }
 dependencies = [
+    { name = "langchain" },
     { name = "langchain-core" },
     { name = "langgraph" },
     { name = "openai" },
@@ -373,6 +578,7 @@ test = [
 
 [package.metadata]
 requires-dist = [
+    { name = "langchain", specifier = ">=0.3.24" },
     { name = "langchain-core", specifier = ">=0.3.56" },
     { name = "langgraph", specifier = ">=0.4.1" },
     { name = "openai", specifier = ">=1.76.2" },
@@ -415,6 +621,26 @@ version = "2.2.5"
 source = { registry = "https://pypi.org/simple" }
 sdist = { url = "https://files.pythonhosted.org/packages/dc/b2/ce4b867d8cd9c0ee84938ae1e6a6f7926ebf928c9090d036fc3c6a04f946/numpy-2.2.5.tar.gz", hash = "sha256:a9c0d994680cd991b1cb772e8b297340085466a6fe964bc9d4e80f5e2f43c291", size = 20273920 }
 wheels = [
+    { url = "https://files.pythonhosted.org/packages/ef/4e/3d9e6d16237c2aa5485695f0626cbba82f6481efca2e9132368dea3b885e/numpy-2.2.5-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:1f4a922da1729f4c40932b2af4fe84909c7a6e167e6e99f71838ce3a29f3fe26", size = 21252117 },
+    { url = "https://files.pythonhosted.org/packages/38/e4/db91349d4079cd15c02ff3b4b8882a529991d6aca077db198a2f2a670406/numpy-2.2.5-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:b6f91524d31b34f4a5fee24f5bc16dcd1491b668798b6d85585d836c1e633a6a", size = 14424615 },
+    { url = "https://files.pythonhosted.org/packages/f8/59/6e5b011f553c37b008bd115c7ba7106a18f372588fbb1b430b7a5d2c41ce/numpy-2.2.5-cp310-cp310-macosx_14_0_arm64.whl", hash = "sha256:19f4718c9012e3baea91a7dba661dcab2451cda2550678dc30d53acb91a7290f", size = 5428691 },
+    { url = "https://files.pythonhosted.org/packages/a2/58/d5d70ebdac82b3a6ddf409b3749ca5786636e50fd64d60edb46442af6838/numpy-2.2.5-cp310-cp310-macosx_14_0_x86_64.whl", hash = "sha256:eb7fd5b184e5d277afa9ec0ad5e4eb562ecff541e7f60e69ee69c8d59e9aeaba", size = 6965010 },
+    { url = "https://files.pythonhosted.org/packages/dc/a8/c290394be346d4e7b48a40baf292626fd96ec56a6398ace4c25d9079bc6a/numpy-2.2.5-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:6413d48a9be53e183eb06495d8e3b006ef8f87c324af68241bbe7a39e8ff54c3", size = 14369885 },
+    { url = "https://files.pythonhosted.org/packages/c2/70/fed13c70aabe7049368553e81d7ca40f305f305800a007a956d7cd2e5476/numpy-2.2.5-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:7451f92eddf8503c9b8aa4fe6aa7e87fd51a29c2cfc5f7dbd72efde6c65acf57", size = 16418372 },
+    { url = "https://files.pythonhosted.org/packages/04/ab/c3c14f25ddaecd6fc58a34858f6a93a21eea6c266ba162fa99f3d0de12ac/numpy-2.2.5-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:0bcb1d057b7571334139129b7f941588f69ce7c4ed15a9d6162b2ea54ded700c", size = 15883173 },
+    { url = "https://files.pythonhosted.org/packages/50/18/f53710a19042911c7aca824afe97c203728a34b8cf123e2d94621a12edc3/numpy-2.2.5-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:36ab5b23915887543441efd0417e6a3baa08634308894316f446027611b53bf1", size = 18206881 },
+    { url = "https://files.pythonhosted.org/packages/6b/ec/5b407bab82f10c65af5a5fe754728df03f960fd44d27c036b61f7b3ef255/numpy-2.2.5-cp310-cp310-win32.whl", hash = "sha256:422cc684f17bc963da5f59a31530b3936f57c95a29743056ef7a7903a5dbdf88", size = 6609852 },
+    { url = "https://files.pythonhosted.org/packages/b6/f5/467ca8675c7e6c567f571d8db942cc10a87588bd9e20a909d8af4171edda/numpy-2.2.5-cp310-cp310-win_amd64.whl", hash = "sha256:e4f0b035d9d0ed519c813ee23e0a733db81ec37d2e9503afbb6e54ccfdee0fa7", size = 12944922 },
+    { url = "https://files.pythonhosted.org/packages/f5/fb/e4e4c254ba40e8f0c78218f9e86304628c75b6900509b601c8433bdb5da7/numpy-2.2.5-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:c42365005c7a6c42436a54d28c43fe0e01ca11eb2ac3cefe796c25a5f98e5e9b", size = 21256475 },
+    { url = "https://files.pythonhosted.org/packages/81/32/dd1f7084f5c10b2caad778258fdaeedd7fbd8afcd2510672811e6138dfac/numpy-2.2.5-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:498815b96f67dc347e03b719ef49c772589fb74b8ee9ea2c37feae915ad6ebda", size = 14461474 },
+    { url = "https://files.pythonhosted.org/packages/0e/65/937cdf238ef6ac54ff749c0f66d9ee2b03646034c205cea9b6c51f2f3ad1/numpy-2.2.5-cp311-cp311-macosx_14_0_arm64.whl", hash = "sha256:6411f744f7f20081b1b4e7112e0f4c9c5b08f94b9f086e6f0adf3645f85d3a4d", size = 5426875 },
+    { url = "https://files.pythonhosted.org/packages/25/17/814515fdd545b07306eaee552b65c765035ea302d17de1b9cb50852d2452/numpy-2.2.5-cp311-cp311-macosx_14_0_x86_64.whl", hash = "sha256:9de6832228f617c9ef45d948ec1cd8949c482238d68b2477e6f642c33a7b0a54", size = 6969176 },
+    { url = "https://files.pythonhosted.org/packages/e5/32/a66db7a5c8b5301ec329ab36d0ecca23f5e18907f43dbd593c8ec326d57c/numpy-2.2.5-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:369e0d4647c17c9363244f3468f2227d557a74b6781cb62ce57cf3ef5cc7c610", size = 14374850 },
+    { url = "https://files.pythonhosted.org/packages/ad/c9/1bf6ada582eebcbe8978f5feb26584cd2b39f94ededeea034ca8f84af8c8/numpy-2.2.5-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:262d23f383170f99cd9191a7c85b9a50970fe9069b2f8ab5d786eca8a675d60b", size = 16430306 },
+    { url = "https://files.pythonhosted.org/packages/6a/f0/3f741863f29e128f4fcfdb99253cc971406b402b4584663710ee07f5f7eb/numpy-2.2.5-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:aa70fdbdc3b169d69e8c59e65c07a1c9351ceb438e627f0fdcd471015cd956be", size = 15884767 },
+    { url = "https://files.pythonhosted.org/packages/98/d9/4ccd8fd6410f7bf2d312cbc98892e0e43c2fcdd1deae293aeb0a93b18071/numpy-2.2.5-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:37e32e985f03c06206582a7323ef926b4e78bdaa6915095ef08070471865b906", size = 18219515 },
+    { url = "https://files.pythonhosted.org/packages/b1/56/783237243d4395c6dd741cf16eeb1a9035ee3d4310900e6b17e875d1b201/numpy-2.2.5-cp311-cp311-win32.whl", hash = "sha256:f5045039100ed58fa817a6227a356240ea1b9a1bc141018864c306c1a16d4175", size = 6607842 },
+    { url = "https://files.pythonhosted.org/packages/98/89/0c93baaf0094bdaaaa0536fe61a27b1dce8a505fa262a865ec142208cfe9/numpy-2.2.5-cp311-cp311-win_amd64.whl", hash = "sha256:b13f04968b46ad705f7c8a80122a42ae8f620536ea38cf4bdd374302926424dd", size = 12949071 },
     { url = "https://files.pythonhosted.org/packages/e2/f7/1fd4ff108cd9d7ef929b8882692e23665dc9c23feecafbb9c6b80f4ec583/numpy-2.2.5-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:ee461a4eaab4f165b68780a6a1af95fb23a29932be7569b9fab666c407969051", size = 20948633 },
     { url = "https://files.pythonhosted.org/packages/12/03/d443c278348371b20d830af155ff2079acad6a9e60279fac2b41dbbb73d8/numpy-2.2.5-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:ec31367fd6a255dc8de4772bd1658c3e926d8e860a0b6e922b615e532d320ddc", size = 14176123 },
     { url = "https://files.pythonhosted.org/packages/2b/0b/5ca264641d0e7b14393313304da48b225d15d471250376f3fbdb1a2be603/numpy-2.2.5-cp312-cp312-macosx_14_0_arm64.whl", hash = "sha256:47834cde750d3c9f4e52c6ca28a7361859fcaf52695c7dc3cc1a720b8922683e", size = 5163817 },
@@ -445,6 +671,10 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/b1/c4/2e407e85df35b29f79945751b8f8e671057a13a376497d7fb2151ba0d290/numpy-2.2.5-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:c26843fd58f65da9491165072da2cccc372530681de481ef670dcc8e27cfb066", size = 17893672 },
     { url = "https://files.pythonhosted.org/packages/29/7e/d0b44e129d038dba453f00d0e29ebd6eaf2f06055d72b95b9947998aca14/numpy-2.2.5-cp313-cp313t-win32.whl", hash = "sha256:1a161c2c79ab30fe4501d5a2bbfe8b162490757cf90b7f05be8b80bc02f7bb8e", size = 6377102 },
     { url = "https://files.pythonhosted.org/packages/63/be/b85e4aa4bf42c6502851b971f1c326d583fcc68227385f92089cf50a7b45/numpy-2.2.5-cp313-cp313t-win_amd64.whl", hash = "sha256:d403c84991b5ad291d3809bace5e85f4bbf44a04bdc9a88ed2bb1807b3360bb8", size = 12750096 },
+    { url = "https://files.pythonhosted.org/packages/35/e4/5ef5ef1d4308f96961198b2323bfc7c7afb0ccc0d623b01c79bc87ab496d/numpy-2.2.5-pp310-pypy310_pp73-macosx_10_15_x86_64.whl", hash = "sha256:b4ea7e1cff6784e58fe281ce7e7f05036b3e1c89c6f922a6bfbc0a7e8768adbe", size = 21083404 },
+    { url = "https://files.pythonhosted.org/packages/a3/5f/bde9238e8e977652a16a4b114ed8aa8bb093d718c706eeecb5f7bfa59572/numpy-2.2.5-pp310-pypy310_pp73-macosx_14_0_x86_64.whl", hash = "sha256:d7543263084a85fbc09c704b515395398d31d6395518446237eac219eab9e55e", size = 6828578 },
+    { url = "https://files.pythonhosted.org/packages/ef/7f/813f51ed86e559ab2afb6a6f33aa6baf8a560097e25e4882a938986c76c2/numpy-2.2.5-pp310-pypy310_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:0255732338c4fdd00996c0421884ea8a3651eea555c3a56b84892b66f696eb70", size = 16234796 },
+    { url = "https://files.pythonhosted.org/packages/68/67/1175790323026d3337cc285cc9c50eca637d70472b5e622529df74bb8f37/numpy-2.2.5-pp310-pypy310_pp73-win_amd64.whl", hash = "sha256:d2e3bdadaba0e040d1e7ab39db73e0afe2c74ae277f5614dad53eadbecbbb169", size = 12859001 },
 ]
 
 [[package]]
@@ -472,6 +702,34 @@ version = "3.10.18"
 source = { registry = "https://pypi.org/simple" }
 sdist = { url = "https://files.pythonhosted.org/packages/81/0b/fea456a3ffe74e70ba30e01ec183a9b26bec4d497f61dcfce1b601059c60/orjson-3.10.18.tar.gz", hash = "sha256:e8da3947d92123eda795b68228cafe2724815621fe35e8e320a9e9593a4bcd53", size = 5422810 }
 wheels = [
+    { url = "https://files.pythonhosted.org/packages/27/16/2ceb9fb7bc2b11b1e4a3ea27794256e93dee2309ebe297fd131a778cd150/orjson-3.10.18-cp310-cp310-macosx_10_15_x86_64.macosx_11_0_arm64.macosx_10_15_universal2.whl", hash = "sha256:a45e5d68066b408e4bc383b6e4ef05e717c65219a9e1390abc6155a520cac402", size = 248927 },
+    { url = "https://files.pythonhosted.org/packages/3d/e1/d3c0a2bba5b9906badd121da449295062b289236c39c3a7801f92c4682b0/orjson-3.10.18-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:be3b9b143e8b9db05368b13b04c84d37544ec85bb97237b3a923f076265ec89c", size = 136995 },
+    { url = "https://files.pythonhosted.org/packages/d7/51/698dd65e94f153ee5ecb2586c89702c9e9d12f165a63e74eb9ea1299f4e1/orjson-3.10.18-cp310-cp310-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:9b0aa09745e2c9b3bf779b096fa71d1cc2d801a604ef6dd79c8b1bfef52b2f92", size = 132893 },
+    { url = "https://files.pythonhosted.org/packages/b3/e5/155ce5a2c43a85e790fcf8b985400138ce5369f24ee6770378ee6b691036/orjson-3.10.18-cp310-cp310-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:53a245c104d2792e65c8d225158f2b8262749ffe64bc7755b00024757d957a13", size = 137017 },
+    { url = "https://files.pythonhosted.org/packages/46/bb/6141ec3beac3125c0b07375aee01b5124989907d61c72c7636136e4bd03e/orjson-3.10.18-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:f9495ab2611b7f8a0a8a505bcb0f0cbdb5469caafe17b0e404c3c746f9900469", size = 138290 },
+    { url = "https://files.pythonhosted.org/packages/77/36/6961eca0b66b7809d33c4ca58c6bd4c23a1b914fb23aba2fa2883f791434/orjson-3.10.18-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:73be1cbcebadeabdbc468f82b087df435843c809cd079a565fb16f0f3b23238f", size = 142828 },
+    { url = "https://files.pythonhosted.org/packages/8b/2f/0c646d5fd689d3be94f4d83fa9435a6c4322c9b8533edbb3cd4bc8c5f69a/orjson-3.10.18-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:fe8936ee2679e38903df158037a2f1c108129dee218975122e37847fb1d4ac68", size = 132806 },
+    { url = "https://files.pythonhosted.org/packages/ea/af/65907b40c74ef4c3674ef2bcfa311c695eb934710459841b3c2da212215c/orjson-3.10.18-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:7115fcbc8525c74e4c2b608129bef740198e9a120ae46184dac7683191042056", size = 135005 },
+    { url = "https://files.pythonhosted.org/packages/c7/d1/68bd20ac6a32cd1f1b10d23e7cc58ee1e730e80624e3031d77067d7150fc/orjson-3.10.18-cp310-cp310-musllinux_1_2_armv7l.whl", hash = "sha256:771474ad34c66bc4d1c01f645f150048030694ea5b2709b87d3bda273ffe505d", size = 413418 },
+    { url = "https://files.pythonhosted.org/packages/31/31/c701ec0bcc3e80e5cb6e319c628ef7b768aaa24b0f3b4c599df2eaacfa24/orjson-3.10.18-cp310-cp310-musllinux_1_2_i686.whl", hash = "sha256:7c14047dbbea52886dd87169f21939af5d55143dad22d10db6a7514f058156a8", size = 153288 },
+    { url = "https://files.pythonhosted.org/packages/d9/31/5e1aa99a10893a43cfc58009f9da840990cc8a9ebb75aa452210ba18587e/orjson-3.10.18-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:641481b73baec8db14fdf58f8967e52dc8bda1f2aba3aa5f5c1b07ed6df50b7f", size = 137181 },
+    { url = "https://files.pythonhosted.org/packages/bf/8c/daba0ac1b8690011d9242a0f37235f7d17df6d0ad941021048523b76674e/orjson-3.10.18-cp310-cp310-win32.whl", hash = "sha256:607eb3ae0909d47280c1fc657c4284c34b785bae371d007595633f4b1a2bbe06", size = 142694 },
+    { url = "https://files.pythonhosted.org/packages/16/62/8b687724143286b63e1d0fab3ad4214d54566d80b0ba9d67c26aaf28a2f8/orjson-3.10.18-cp310-cp310-win_amd64.whl", hash = "sha256:8770432524ce0eca50b7efc2a9a5f486ee0113a5fbb4231526d414e6254eba92", size = 134600 },
+    { url = "https://files.pythonhosted.org/packages/97/c7/c54a948ce9a4278794f669a353551ce7db4ffb656c69a6e1f2264d563e50/orjson-3.10.18-cp311-cp311-macosx_10_15_x86_64.macosx_11_0_arm64.macosx_10_15_universal2.whl", hash = "sha256:e0a183ac3b8e40471e8d843105da6fbe7c070faab023be3b08188ee3f85719b8", size = 248929 },
+    { url = "https://files.pythonhosted.org/packages/9e/60/a9c674ef1dd8ab22b5b10f9300e7e70444d4e3cda4b8258d6c2488c32143/orjson-3.10.18-cp311-cp311-macosx_15_0_arm64.whl", hash = "sha256:5ef7c164d9174362f85238d0cd4afdeeb89d9e523e4651add6a5d458d6f7d42d", size = 133364 },
+    { url = "https://files.pythonhosted.org/packages/c1/4e/f7d1bdd983082216e414e6d7ef897b0c2957f99c545826c06f371d52337e/orjson-3.10.18-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:afd14c5d99cdc7bf93f22b12ec3b294931518aa019e2a147e8aa2f31fd3240f7", size = 136995 },
+    { url = "https://files.pythonhosted.org/packages/17/89/46b9181ba0ea251c9243b0c8ce29ff7c9796fa943806a9c8b02592fce8ea/orjson-3.10.18-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:7b672502323b6cd133c4af6b79e3bea36bad2d16bca6c1f645903fce83909a7a", size = 132894 },
+    { url = "https://files.pythonhosted.org/packages/ca/dd/7bce6fcc5b8c21aef59ba3c67f2166f0a1a9b0317dcca4a9d5bd7934ecfd/orjson-3.10.18-cp311-cp311-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:51f8c63be6e070ec894c629186b1c0fe798662b8687f3d9fdfa5e401c6bd7679", size = 137016 },
+    { url = "https://files.pythonhosted.org/packages/1c/4a/b8aea1c83af805dcd31c1f03c95aabb3e19a016b2a4645dd822c5686e94d/orjson-3.10.18-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:3f9478ade5313d724e0495d167083c6f3be0dd2f1c9c8a38db9a9e912cdaf947", size = 138290 },
+    { url = "https://files.pythonhosted.org/packages/36/d6/7eb05c85d987b688707f45dcf83c91abc2251e0dd9fb4f7be96514f838b1/orjson-3.10.18-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:187aefa562300a9d382b4b4eb9694806e5848b0cedf52037bb5c228c61bb66d4", size = 142829 },
+    { url = "https://files.pythonhosted.org/packages/d2/78/ddd3ee7873f2b5f90f016bc04062713d567435c53ecc8783aab3a4d34915/orjson-3.10.18-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:9da552683bc9da222379c7a01779bddd0ad39dd699dd6300abaf43eadee38334", size = 132805 },
+    { url = "https://files.pythonhosted.org/packages/8c/09/c8e047f73d2c5d21ead9c180203e111cddeffc0848d5f0f974e346e21c8e/orjson-3.10.18-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:e450885f7b47a0231979d9c49b567ed1c4e9f69240804621be87c40bc9d3cf17", size = 135008 },
+    { url = "https://files.pythonhosted.org/packages/0c/4b/dccbf5055ef8fb6eda542ab271955fc1f9bf0b941a058490293f8811122b/orjson-3.10.18-cp311-cp311-musllinux_1_2_armv7l.whl", hash = "sha256:5e3c9cc2ba324187cd06287ca24f65528f16dfc80add48dc99fa6c836bb3137e", size = 413419 },
+    { url = "https://files.pythonhosted.org/packages/8a/f3/1eac0c5e2d6d6790bd2025ebfbefcbd37f0d097103d76f9b3f9302af5a17/orjson-3.10.18-cp311-cp311-musllinux_1_2_i686.whl", hash = "sha256:50ce016233ac4bfd843ac5471e232b865271d7d9d44cf9d33773bcd883ce442b", size = 153292 },
+    { url = "https://files.pythonhosted.org/packages/1f/b4/ef0abf64c8f1fabf98791819ab502c2c8c1dc48b786646533a93637d8999/orjson-3.10.18-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:b3ceff74a8f7ffde0b2785ca749fc4e80e4315c0fd887561144059fb1c138aa7", size = 137182 },
+    { url = "https://files.pythonhosted.org/packages/a9/a3/6ea878e7b4a0dc5c888d0370d7752dcb23f402747d10e2257478d69b5e63/orjson-3.10.18-cp311-cp311-win32.whl", hash = "sha256:fdba703c722bd868c04702cac4cb8c6b8ff137af2623bc0ddb3b3e6a2c8996c1", size = 142695 },
+    { url = "https://files.pythonhosted.org/packages/79/2a/4048700a3233d562f0e90d5572a849baa18ae4e5ce4c3ba6247e4ece57b0/orjson-3.10.18-cp311-cp311-win_amd64.whl", hash = "sha256:c28082933c71ff4bc6ccc82a454a2bffcef6e1d7379756ca567c772e4fb3278a", size = 134603 },
+    { url = "https://files.pythonhosted.org/packages/03/45/10d934535a4993d27e1c84f1810e79ccf8b1b7418cef12151a22fe9bb1e1/orjson-3.10.18-cp311-cp311-win_arm64.whl", hash = "sha256:a6c7c391beaedd3fa63206e5c2b7b554196f14debf1ec9deb54b5d279b1b46f5", size = 131400 },
     { url = "https://files.pythonhosted.org/packages/21/1a/67236da0916c1a192d5f4ccbe10ec495367a726996ceb7614eaa687112f2/orjson-3.10.18-cp312-cp312-macosx_10_15_x86_64.macosx_11_0_arm64.macosx_10_15_universal2.whl", hash = "sha256:50c15557afb7f6d63bc6d6348e0337a880a04eaa9cd7c9d569bcb4e760a24753", size = 249184 },
     { url = "https://files.pythonhosted.org/packages/b3/bc/c7f1db3b1d094dc0c6c83ed16b161a16c214aaa77f311118a93f647b32dc/orjson-3.10.18-cp312-cp312-macosx_15_0_arm64.whl", hash = "sha256:356b076f1662c9813d5fa56db7d63ccceef4c271b1fb3dd522aca291375fcf17", size = 133279 },
     { url = "https://files.pythonhosted.org/packages/af/84/664657cd14cc11f0d81e80e64766c7ba5c9b7fc1ec304117878cc1b4659c/orjson-3.10.18-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:559eb40a70a7494cd5beab2d73657262a74a2c59aff2068fdba8f0424ec5b39d", size = 136799 },
@@ -510,6 +768,22 @@ version = "1.9.1"
 source = { registry = "https://pypi.org/simple" }
 sdist = { url = "https://files.pythonhosted.org/packages/25/a7/462cf8ff5e29241868b82d3a5ec124d690eb6a6a5c6fa5bb1367b839e027/ormsgpack-1.9.1.tar.gz", hash = "sha256:3da6e63d82565e590b98178545e64f0f8506137b92bd31a2d04fd7c82baf5794", size = 56887 }
 wheels = [
+    { url = "https://files.pythonhosted.org/packages/7f/32/5f504c0695ff96aaaf0452bee522d79b5a3ee809f22fd77fdb0dd5756d86/ormsgpack-1.9.1-cp310-cp310-macosx_10_12_x86_64.macosx_11_0_arm64.macosx_10_12_universal2.whl", hash = "sha256:f1f804fd9c0fd84213a6022c34172f82323b34afa7052a4af18797582cf56365", size = 382793 },
+    { url = "https://files.pythonhosted.org/packages/1e/c6/64fe1270271b61495611f1d3068baedb57d76e0f93ce7156f3763fb79b32/ormsgpack-1.9.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:eab5cec99c46276b37071d570aab98603f3d0309b3818da3247eb64bb95e5cfc", size = 213974 },
+    { url = "https://files.pythonhosted.org/packages/13/56/6666d6a9b82c7d2021fce6823ff823bc373a4e7280979c1b453317678fbc/ormsgpack-1.9.1-cp310-cp310-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:1c12c6bb30e6df6fc0213b77f0a5e143f371d618be2e8eb4d555340ce01c6900", size = 217200 },
+    { url = "https://files.pythonhosted.org/packages/5f/fb/b844ed1e69d8615163525a8403d7abd3548b3fbfa0f3a973808f36145a0f/ormsgpack-1.9.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:994d4bbb7ee333264a3e55e30ccee063df6635d785f21a08bf52f67821454a51", size = 223648 },
+    { url = "https://files.pythonhosted.org/packages/f2/26/c40c3e300f9c61a5ed7a6921656dd0d2907a8174936e1e643677585e497c/ormsgpack-1.9.1-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:a668a584cf4bb6e1a6ef5a35f3f0d0fdae80cfb7237344ad19a50cce8c79317b", size = 394197 },
+    { url = "https://files.pythonhosted.org/packages/2d/4c/7a4ae187f18e7abf7ab0662b473264a60a5aa4e9bff266f541a8855df163/ormsgpack-1.9.1-cp310-cp310-musllinux_1_2_armv7l.whl", hash = "sha256:aaf77699203822638014c604d100f132583844d4fd01eb639a2266970c02cfdf", size = 480550 },
+    { url = "https://files.pythonhosted.org/packages/b1/33/5c465dfd5571f816835bb9e371987bf081b529c64ef28a72d18b0b59902d/ormsgpack-1.9.1-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:003d7e1992b447898caf25a820b3037ec68a57864b3e2f34b64693b7d60a9984", size = 396955 },
+    { url = "https://files.pythonhosted.org/packages/8f/fd/8f64f477b5c6d66e9c6343d7d3f32d7063ba20ab151dd36884e6504899ab/ormsgpack-1.9.1-cp310-cp310-win_amd64.whl", hash = "sha256:67fefc77e4ba9469f79426769eb4c78acf21f22bef3ab1239a72dd728036ffc2", size = 125102 },
+    { url = "https://files.pythonhosted.org/packages/d8/3b/388e7915a28db6ab3daedfd4937bd7b063c50dd1543068daa31c0a3b70ed/ormsgpack-1.9.1-cp311-cp311-macosx_10_12_x86_64.macosx_11_0_arm64.macosx_10_12_universal2.whl", hash = "sha256:16eaf32c33ab4249e242181d59e2509b8e0330d6f65c1d8bf08c3dea38fd7c02", size = 382794 },
+    { url = "https://files.pythonhosted.org/packages/0f/b4/3f4afba058822bf69b274e0defe507056be0340e65363c3ebcd312b01b84/ormsgpack-1.9.1-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:c70f2e5b2f9975536e8f7936a9721601dc54febe363d2d82f74c9b31d4fe1c65", size = 213974 },
+    { url = "https://files.pythonhosted.org/packages/bf/be/f0e21366d51b6e28fc3a55425be6a125545370d3479bf25be081e83ee236/ormsgpack-1.9.1-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:17c9e18b07d69e3db2e0f8af4731040175e11bdfde78ad8e28126e9e66ec5167", size = 217200 },
+    { url = "https://files.pythonhosted.org/packages/cc/90/67a23c1c880a6e5552acb45f9555b642528f89c8bcf75283a2ea64ef7175/ormsgpack-1.9.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:73538d749096bb6470328601a2be8f7bdec28849ec6fd19595c232a5848d7124", size = 223649 },
+    { url = "https://files.pythonhosted.org/packages/80/ad/116c1f970b5b4453e4faa52645517a2e5eaf1ab385ba09a5c54253d07d0e/ormsgpack-1.9.1-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:827ff71de228cfd6d07b9d6b47911aa61b1e8dc995dec3caf8fdcdf4f874bcd0", size = 394200 },
+    { url = "https://files.pythonhosted.org/packages/c5/a2/b224a5ef193628a15205e473179276b87e8290d321693e4934a05cbd6ccf/ormsgpack-1.9.1-cp311-cp311-musllinux_1_2_armv7l.whl", hash = "sha256:7307f808b3df282c8e8ed92c6ebceeb3eea3d8eeec808438f3f212226b25e217", size = 480551 },
+    { url = "https://files.pythonhosted.org/packages/b5/f4/a0f528196af6ab46e6c3f3051cf7403016bdc7b7d3e673ea5b04b145be98/ormsgpack-1.9.1-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:f30aad7fb083bed1c540a3c163c6a9f63a94e3c538860bf8f13386c29b560ad5", size = 396959 },
+    { url = "https://files.pythonhosted.org/packages/bc/6b/60c6f4787e3e93f5eb34fccb163753a8771465983a579e3405152f2422fd/ormsgpack-1.9.1-cp311-cp311-win_amd64.whl", hash = "sha256:829a1b4c5bc3c38ece0c55cf91ebc09c3b987fceb24d3f680c2bcd03fd3789a4", size = 125100 },
     { url = "https://files.pythonhosted.org/packages/dd/f1/155a598cc8030526ccaaf91ba4d61530f87900645559487edba58b0a90a2/ormsgpack-1.9.1-cp312-cp312-macosx_10_12_x86_64.macosx_11_0_arm64.macosx_10_12_universal2.whl", hash = "sha256:1ede445fc3fdba219bb0e0d1f289df26a9c7602016b7daac6fafe8fe4e91548f", size = 383225 },
     { url = "https://files.pythonhosted.org/packages/23/1c/ef3097ba550fad55c79525f461febdd4e0d9cc18d065248044536f09488e/ormsgpack-1.9.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:db50b9f918e25b289114312ed775794d0978b469831b992bdc65bfe20b91fe30", size = 214056 },
     { url = "https://files.pythonhosted.org/packages/27/77/64d0da25896b2cbb99505ca518c109d7dd1964d7fde14c10943731738b60/ormsgpack-1.9.1-cp312-cp312-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:8c7d8fc58e4333308f58ec720b1ee6b12b2b3fe2d2d8f0766ab751cb351e8757", size = 217339 },
@@ -549,6 +823,20 @@ dependencies = [
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/9c/d6/9f8431bacc2e19dca897724cd097b1bb224a6ad5433784a44b587c7c13af/pandas-2.2.3.tar.gz", hash = "sha256:4f18ba62b61d7e192368b84517265a99b4d7ee8912f8708660fb4a366cc82667", size = 4399213 }
 wheels = [
+    { url = "https://files.pythonhosted.org/packages/aa/70/c853aec59839bceed032d52010ff5f1b8d87dc3114b762e4ba2727661a3b/pandas-2.2.3-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:1948ddde24197a0f7add2bdc4ca83bf2b1ef84a1bc8ccffd95eda17fd836ecb5", size = 12580827 },
+    { url = "https://files.pythonhosted.org/packages/99/f2/c4527768739ffa4469b2b4fff05aa3768a478aed89a2f271a79a40eee984/pandas-2.2.3-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:381175499d3802cde0eabbaf6324cce0c4f5d52ca6f8c377c29ad442f50f6348", size = 11303897 },
+    { url = "https://files.pythonhosted.org/packages/ed/12/86c1747ea27989d7a4064f806ce2bae2c6d575b950be087837bdfcabacc9/pandas-2.2.3-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:d9c45366def9a3dd85a6454c0e7908f2b3b8e9c138f5dc38fed7ce720d8453ed", size = 66480908 },
+    { url = "https://files.pythonhosted.org/packages/44/50/7db2cd5e6373ae796f0ddad3675268c8d59fb6076e66f0c339d61cea886b/pandas-2.2.3-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:86976a1c5b25ae3f8ccae3a5306e443569ee3c3faf444dfd0f41cda24667ad57", size = 13064210 },
+    { url = "https://files.pythonhosted.org/packages/61/61/a89015a6d5536cb0d6c3ba02cebed51a95538cf83472975275e28ebf7d0c/pandas-2.2.3-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:b8661b0238a69d7aafe156b7fa86c44b881387509653fdf857bebc5e4008ad42", size = 16754292 },
+    { url = "https://files.pythonhosted.org/packages/ce/0d/4cc7b69ce37fac07645a94e1d4b0880b15999494372c1523508511b09e40/pandas-2.2.3-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:37e0aced3e8f539eccf2e099f65cdb9c8aa85109b0be6e93e2baff94264bdc6f", size = 14416379 },
+    { url = "https://files.pythonhosted.org/packages/31/9e/6ebb433de864a6cd45716af52a4d7a8c3c9aaf3a98368e61db9e69e69a9c/pandas-2.2.3-cp310-cp310-win_amd64.whl", hash = "sha256:56534ce0746a58afaf7942ba4863e0ef81c9c50d3f0ae93e9497d6a41a057645", size = 11598471 },
+    { url = "https://files.pythonhosted.org/packages/a8/44/d9502bf0ed197ba9bf1103c9867d5904ddcaf869e52329787fc54ed70cc8/pandas-2.2.3-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:66108071e1b935240e74525006034333f98bcdb87ea116de573a6a0dccb6c039", size = 12602222 },
+    { url = "https://files.pythonhosted.org/packages/52/11/9eac327a38834f162b8250aab32a6781339c69afe7574368fffe46387edf/pandas-2.2.3-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:7c2875855b0ff77b2a64a0365e24455d9990730d6431b9e0ee18ad8acee13dbd", size = 11321274 },
+    { url = "https://files.pythonhosted.org/packages/45/fb/c4beeb084718598ba19aa9f5abbc8aed8b42f90930da861fcb1acdb54c3a/pandas-2.2.3-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:cd8d0c3be0515c12fed0bdbae072551c8b54b7192c7b1fda0ba56059a0179698", size = 15579836 },
+    { url = "https://files.pythonhosted.org/packages/cd/5f/4dba1d39bb9c38d574a9a22548c540177f78ea47b32f99c0ff2ec499fac5/pandas-2.2.3-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:c124333816c3a9b03fbeef3a9f230ba9a737e9e5bb4060aa2107a86cc0a497fc", size = 13058505 },
+    { url = "https://files.pythonhosted.org/packages/b9/57/708135b90391995361636634df1f1130d03ba456e95bcf576fada459115a/pandas-2.2.3-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:63cc132e40a2e084cf01adf0775b15ac515ba905d7dcca47e9a251819c575ef3", size = 16744420 },
+    { url = "https://files.pythonhosted.org/packages/86/4a/03ed6b7ee323cf30404265c284cee9c65c56a212e0a08d9ee06984ba2240/pandas-2.2.3-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:29401dbfa9ad77319367d36940cd8a0b3a11aba16063e39632d98b0e931ddf32", size = 14440457 },
+    { url = "https://files.pythonhosted.org/packages/ed/8c/87ddf1fcb55d11f9f847e3c69bb1c6f8e46e2f40ab1a2d2abadb2401b007/pandas-2.2.3-cp311-cp311-win_amd64.whl", hash = "sha256:3fc6873a41186404dad67245896a6e440baacc92f5b716ccd1bc9ed2995ab2c5", size = 11617166 },
     { url = "https://files.pythonhosted.org/packages/17/a3/fb2734118db0af37ea7433f57f722c0a56687e14b14690edff0cdb4b7e58/pandas-2.2.3-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:b1d432e8d08679a40e2a6d8b2f9770a5c21793a6f9f47fdd52c5ce1948a5a8a9", size = 12529893 },
     { url = "https://files.pythonhosted.org/packages/e1/0c/ad295fd74bfac85358fd579e271cded3ac969de81f62dd0142c426b9da91/pandas-2.2.3-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:a5a1595fe639f5988ba6a8e5bc9649af3baf26df3998a0abe56c02609392e0a4", size = 11363475 },
     { url = "https://files.pythonhosted.org/packages/c6/2a/4bba3f03f7d07207481fed47f5b35f556c7441acddc368ec43d6643c5777/pandas-2.2.3-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:5de54125a92bb4d1c051c0659e6fcb75256bf799a732a87184e5ea503965bce3", size = 15188645 },
@@ -613,6 +901,33 @@ dependencies = [
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/ad/88/5f2260bdfae97aabf98f1778d43f69574390ad787afb646292a638c923d4/pydantic_core-2.33.2.tar.gz", hash = "sha256:7cb8bc3605c29176e1b105350d2e6474142d7c1bd1d9327c4a9bdb46bf827acc", size = 435195 }
 wheels = [
+    { url = "https://files.pythonhosted.org/packages/e5/92/b31726561b5dae176c2d2c2dc43a9c5bfba5d32f96f8b4c0a600dd492447/pydantic_core-2.33.2-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:2b3d326aaef0c0399d9afffeb6367d5e26ddc24d351dbc9c636840ac355dc5d8", size = 2028817 },
+    { url = "https://files.pythonhosted.org/packages/a3/44/3f0b95fafdaca04a483c4e685fe437c6891001bf3ce8b2fded82b9ea3aa1/pydantic_core-2.33.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:0e5b2671f05ba48b94cb90ce55d8bdcaaedb8ba00cc5359f6810fc918713983d", size = 1861357 },
+    { url = "https://files.pythonhosted.org/packages/30/97/e8f13b55766234caae05372826e8e4b3b96e7b248be3157f53237682e43c/pydantic_core-2.33.2-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:0069c9acc3f3981b9ff4cdfaf088e98d83440a4c7ea1bc07460af3d4dc22e72d", size = 1898011 },
+    { url = "https://files.pythonhosted.org/packages/9b/a3/99c48cf7bafc991cc3ee66fd544c0aae8dc907b752f1dad2d79b1b5a471f/pydantic_core-2.33.2-cp310-cp310-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:d53b22f2032c42eaaf025f7c40c2e3b94568ae077a606f006d206a463bc69572", size = 1982730 },
+    { url = "https://files.pythonhosted.org/packages/de/8e/a5b882ec4307010a840fb8b58bd9bf65d1840c92eae7534c7441709bf54b/pydantic_core-2.33.2-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:0405262705a123b7ce9f0b92f123334d67b70fd1f20a9372b907ce1080c7ba02", size = 2136178 },
+    { url = "https://files.pythonhosted.org/packages/e4/bb/71e35fc3ed05af6834e890edb75968e2802fe98778971ab5cba20a162315/pydantic_core-2.33.2-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:4b25d91e288e2c4e0662b8038a28c6a07eaac3e196cfc4ff69de4ea3db992a1b", size = 2736462 },
+    { url = "https://files.pythonhosted.org/packages/31/0d/c8f7593e6bc7066289bbc366f2235701dcbebcd1ff0ef8e64f6f239fb47d/pydantic_core-2.33.2-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6bdfe4b3789761f3bcb4b1ddf33355a71079858958e3a552f16d5af19768fef2", size = 2005652 },
+    { url = "https://files.pythonhosted.org/packages/d2/7a/996d8bd75f3eda405e3dd219ff5ff0a283cd8e34add39d8ef9157e722867/pydantic_core-2.33.2-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:efec8db3266b76ef9607c2c4c419bdb06bf335ae433b80816089ea7585816f6a", size = 2113306 },
+    { url = "https://files.pythonhosted.org/packages/ff/84/daf2a6fb2db40ffda6578a7e8c5a6e9c8affb251a05c233ae37098118788/pydantic_core-2.33.2-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:031c57d67ca86902726e0fae2214ce6770bbe2f710dc33063187a68744a5ecac", size = 2073720 },
+    { url = "https://files.pythonhosted.org/packages/77/fb/2258da019f4825128445ae79456a5499c032b55849dbd5bed78c95ccf163/pydantic_core-2.33.2-cp310-cp310-musllinux_1_1_armv7l.whl", hash = "sha256:f8de619080e944347f5f20de29a975c2d815d9ddd8be9b9b7268e2e3ef68605a", size = 2244915 },
+    { url = "https://files.pythonhosted.org/packages/d8/7a/925ff73756031289468326e355b6fa8316960d0d65f8b5d6b3a3e7866de7/pydantic_core-2.33.2-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:73662edf539e72a9440129f231ed3757faab89630d291b784ca99237fb94db2b", size = 2241884 },
+    { url = "https://files.pythonhosted.org/packages/0b/b0/249ee6d2646f1cdadcb813805fe76265745c4010cf20a8eba7b0e639d9b2/pydantic_core-2.33.2-cp310-cp310-win32.whl", hash = "sha256:0a39979dcbb70998b0e505fb1556a1d550a0781463ce84ebf915ba293ccb7e22", size = 1910496 },
+    { url = "https://files.pythonhosted.org/packages/66/ff/172ba8f12a42d4b552917aa65d1f2328990d3ccfc01d5b7c943ec084299f/pydantic_core-2.33.2-cp310-cp310-win_amd64.whl", hash = "sha256:b0379a2b24882fef529ec3b4987cb5d003b9cda32256024e6fe1586ac45fc640", size = 1955019 },
+    { url = "https://files.pythonhosted.org/packages/3f/8d/71db63483d518cbbf290261a1fc2839d17ff89fce7089e08cad07ccfce67/pydantic_core-2.33.2-cp311-cp311-macosx_10_12_x86_64.whl", hash = "sha256:4c5b0a576fb381edd6d27f0a85915c6daf2f8138dc5c267a57c08a62900758c7", size = 2028584 },
+    { url = "https://files.pythonhosted.org/packages/24/2f/3cfa7244ae292dd850989f328722d2aef313f74ffc471184dc509e1e4e5a/pydantic_core-2.33.2-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:e799c050df38a639db758c617ec771fd8fb7a5f8eaaa4b27b101f266b216a246", size = 1855071 },
+    { url = "https://files.pythonhosted.org/packages/b3/d3/4ae42d33f5e3f50dd467761304be2fa0a9417fbf09735bc2cce003480f2a/pydantic_core-2.33.2-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:dc46a01bf8d62f227d5ecee74178ffc448ff4e5197c756331f71efcc66dc980f", size = 1897823 },
+    { url = "https://files.pythonhosted.org/packages/f4/f3/aa5976e8352b7695ff808599794b1fba2a9ae2ee954a3426855935799488/pydantic_core-2.33.2-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:a144d4f717285c6d9234a66778059f33a89096dfb9b39117663fd8413d582dcc", size = 1983792 },
+    { url = "https://files.pythonhosted.org/packages/d5/7a/cda9b5a23c552037717f2b2a5257e9b2bfe45e687386df9591eff7b46d28/pydantic_core-2.33.2-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:73cf6373c21bc80b2e0dc88444f41ae60b2f070ed02095754eb5a01df12256de", size = 2136338 },
+    { url = "https://files.pythonhosted.org/packages/2b/9f/b8f9ec8dd1417eb9da784e91e1667d58a2a4a7b7b34cf4af765ef663a7e5/pydantic_core-2.33.2-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:3dc625f4aa79713512d1976fe9f0bc99f706a9dee21dfd1810b4bbbf228d0e8a", size = 2730998 },
+    { url = "https://files.pythonhosted.org/packages/47/bc/cd720e078576bdb8255d5032c5d63ee5c0bf4b7173dd955185a1d658c456/pydantic_core-2.33.2-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:881b21b5549499972441da4758d662aeea93f1923f953e9cbaff14b8b9565aef", size = 2003200 },
+    { url = "https://files.pythonhosted.org/packages/ca/22/3602b895ee2cd29d11a2b349372446ae9727c32e78a94b3d588a40fdf187/pydantic_core-2.33.2-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:bdc25f3681f7b78572699569514036afe3c243bc3059d3942624e936ec93450e", size = 2113890 },
+    { url = "https://files.pythonhosted.org/packages/ff/e6/e3c5908c03cf00d629eb38393a98fccc38ee0ce8ecce32f69fc7d7b558a7/pydantic_core-2.33.2-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:fe5b32187cbc0c862ee201ad66c30cf218e5ed468ec8dc1cf49dec66e160cc4d", size = 2073359 },
+    { url = "https://files.pythonhosted.org/packages/12/e7/6a36a07c59ebefc8777d1ffdaf5ae71b06b21952582e4b07eba88a421c79/pydantic_core-2.33.2-cp311-cp311-musllinux_1_1_armv7l.whl", hash = "sha256:bc7aee6f634a6f4a95676fcb5d6559a2c2a390330098dba5e5a5f28a2e4ada30", size = 2245883 },
+    { url = "https://files.pythonhosted.org/packages/16/3f/59b3187aaa6cc0c1e6616e8045b284de2b6a87b027cce2ffcea073adf1d2/pydantic_core-2.33.2-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:235f45e5dbcccf6bd99f9f472858849f73d11120d76ea8707115415f8e5ebebf", size = 2241074 },
+    { url = "https://files.pythonhosted.org/packages/e0/ed/55532bb88f674d5d8f67ab121a2a13c385df382de2a1677f30ad385f7438/pydantic_core-2.33.2-cp311-cp311-win32.whl", hash = "sha256:6368900c2d3ef09b69cb0b913f9f8263b03786e5b2a387706c5afb66800efd51", size = 1910538 },
+    { url = "https://files.pythonhosted.org/packages/fe/1b/25b7cccd4519c0b23c2dd636ad39d381abf113085ce4f7bec2b0dc755eb1/pydantic_core-2.33.2-cp311-cp311-win_amd64.whl", hash = "sha256:1e063337ef9e9820c77acc768546325ebe04ee38b08703244c1309cccc4f1bab", size = 1952909 },
+    { url = "https://files.pythonhosted.org/packages/49/a9/d809358e49126438055884c4366a1f6227f0f84f635a9014e2deb9b9de54/pydantic_core-2.33.2-cp311-cp311-win_arm64.whl", hash = "sha256:6b99022f1d19bc32a4c2a0d544fc9a76e3be90f0b3f4af413f87d38749300e65", size = 1897786 },
     { url = "https://files.pythonhosted.org/packages/18/8a/2b41c97f554ec8c71f2a8a5f85cb56a8b0956addfe8b0efb5b3d77e8bdc3/pydantic_core-2.33.2-cp312-cp312-macosx_10_12_x86_64.whl", hash = "sha256:a7ec89dc587667f22b6a0b6579c249fca9026ce7c333fc142ba42411fa243cdc", size = 2009000 },
     { url = "https://files.pythonhosted.org/packages/a1/02/6224312aacb3c8ecbaa959897af57181fb6cf3a3d7917fd44d0f2917e6f2/pydantic_core-2.33.2-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:3c6db6e52c6d70aa0d00d45cdb9b40f0433b96380071ea80b09277dba021ddf7", size = 1847996 },
     { url = "https://files.pythonhosted.org/packages/d6/46/6dcdf084a523dbe0a0be59d054734b86a981726f221f4562aed313dbcb49/pydantic_core-2.33.2-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:4e61206137cbc65e6d5256e1166f88331d3b6238e082d9f74613b9b765fb9025", size = 1880957 },
@@ -644,6 +959,24 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/a4/7d/e09391c2eebeab681df2b74bfe6c43422fffede8dc74187b2b0bf6fd7571/pydantic_core-2.33.2-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:61c18fba8e5e9db3ab908620af374db0ac1baa69f0f32df4f61ae23f15e586ac", size = 1806162 },
     { url = "https://files.pythonhosted.org/packages/f1/3d/847b6b1fed9f8ed3bb95a9ad04fbd0b212e832d4f0f50ff4d9ee5a9f15cf/pydantic_core-2.33.2-cp313-cp313t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:95237e53bb015f67b63c91af7518a62a8660376a6a0db19b89acc77a4d6199f5", size = 1981560 },
     { url = "https://files.pythonhosted.org/packages/6f/9a/e73262f6c6656262b5fdd723ad90f518f579b7bc8622e43a942eec53c938/pydantic_core-2.33.2-cp313-cp313t-win_amd64.whl", hash = "sha256:c2fc0a768ef76c15ab9238afa6da7f69895bb5d1ee83aeea2e3509af4472d0b9", size = 1935777 },
+    { url = "https://files.pythonhosted.org/packages/30/68/373d55e58b7e83ce371691f6eaa7175e3a24b956c44628eb25d7da007917/pydantic_core-2.33.2-pp310-pypy310_pp73-macosx_10_12_x86_64.whl", hash = "sha256:5c4aa4e82353f65e548c476b37e64189783aa5384903bfea4f41580f255fddfa", size = 2023982 },
+    { url = "https://files.pythonhosted.org/packages/a4/16/145f54ac08c96a63d8ed6442f9dec17b2773d19920b627b18d4f10a061ea/pydantic_core-2.33.2-pp310-pypy310_pp73-macosx_11_0_arm64.whl", hash = "sha256:d946c8bf0d5c24bf4fe333af284c59a19358aa3ec18cb3dc4370080da1e8ad29", size = 1858412 },
+    { url = "https://files.pythonhosted.org/packages/41/b1/c6dc6c3e2de4516c0bb2c46f6a373b91b5660312342a0cf5826e38ad82fa/pydantic_core-2.33.2-pp310-pypy310_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:87b31b6846e361ef83fedb187bb5b4372d0da3f7e28d85415efa92d6125d6e6d", size = 1892749 },
+    { url = "https://files.pythonhosted.org/packages/12/73/8cd57e20afba760b21b742106f9dbdfa6697f1570b189c7457a1af4cd8a0/pydantic_core-2.33.2-pp310-pypy310_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:aa9d91b338f2df0508606f7009fde642391425189bba6d8c653afd80fd6bb64e", size = 2067527 },
+    { url = "https://files.pythonhosted.org/packages/e3/d5/0bb5d988cc019b3cba4a78f2d4b3854427fc47ee8ec8e9eaabf787da239c/pydantic_core-2.33.2-pp310-pypy310_pp73-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:2058a32994f1fde4ca0480ab9d1e75a0e8c87c22b53a3ae66554f9af78f2fe8c", size = 2108225 },
+    { url = "https://files.pythonhosted.org/packages/f1/c5/00c02d1571913d496aabf146106ad8239dc132485ee22efe08085084ff7c/pydantic_core-2.33.2-pp310-pypy310_pp73-musllinux_1_1_aarch64.whl", hash = "sha256:0e03262ab796d986f978f79c943fc5f620381be7287148b8010b4097f79a39ec", size = 2069490 },
+    { url = "https://files.pythonhosted.org/packages/22/a8/dccc38768274d3ed3a59b5d06f59ccb845778687652daa71df0cab4040d7/pydantic_core-2.33.2-pp310-pypy310_pp73-musllinux_1_1_armv7l.whl", hash = "sha256:1a8695a8d00c73e50bff9dfda4d540b7dee29ff9b8053e38380426a85ef10052", size = 2237525 },
+    { url = "https://files.pythonhosted.org/packages/d4/e7/4f98c0b125dda7cf7ccd14ba936218397b44f50a56dd8c16a3091df116c3/pydantic_core-2.33.2-pp310-pypy310_pp73-musllinux_1_1_x86_64.whl", hash = "sha256:fa754d1850735a0b0e03bcffd9d4b4343eb417e47196e4485d9cca326073a42c", size = 2238446 },
+    { url = "https://files.pythonhosted.org/packages/ce/91/2ec36480fdb0b783cd9ef6795753c1dea13882f2e68e73bce76ae8c21e6a/pydantic_core-2.33.2-pp310-pypy310_pp73-win_amd64.whl", hash = "sha256:a11c8d26a50bfab49002947d3d237abe4d9e4b5bdc8846a63537b6488e197808", size = 2066678 },
+    { url = "https://files.pythonhosted.org/packages/7b/27/d4ae6487d73948d6f20dddcd94be4ea43e74349b56eba82e9bdee2d7494c/pydantic_core-2.33.2-pp311-pypy311_pp73-macosx_10_12_x86_64.whl", hash = "sha256:dd14041875d09cc0f9308e37a6f8b65f5585cf2598a53aa0123df8b129d481f8", size = 2025200 },
+    { url = "https://files.pythonhosted.org/packages/f1/b8/b3cb95375f05d33801024079b9392a5ab45267a63400bf1866e7ce0f0de4/pydantic_core-2.33.2-pp311-pypy311_pp73-macosx_11_0_arm64.whl", hash = "sha256:d87c561733f66531dced0da6e864f44ebf89a8fba55f31407b00c2f7f9449593", size = 1859123 },
+    { url = "https://files.pythonhosted.org/packages/05/bc/0d0b5adeda59a261cd30a1235a445bf55c7e46ae44aea28f7bd6ed46e091/pydantic_core-2.33.2-pp311-pypy311_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:2f82865531efd18d6e07a04a17331af02cb7a651583c418df8266f17a63c6612", size = 1892852 },
+    { url = "https://files.pythonhosted.org/packages/3e/11/d37bdebbda2e449cb3f519f6ce950927b56d62f0b84fd9cb9e372a26a3d5/pydantic_core-2.33.2-pp311-pypy311_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:2bfb5112df54209d820d7bf9317c7a6c9025ea52e49f46b6a2060104bba37de7", size = 2067484 },
+    { url = "https://files.pythonhosted.org/packages/8c/55/1f95f0a05ce72ecb02a8a8a1c3be0579bbc29b1d5ab68f1378b7bebc5057/pydantic_core-2.33.2-pp311-pypy311_pp73-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:64632ff9d614e5eecfb495796ad51b0ed98c453e447a76bcbeeb69615079fc7e", size = 2108896 },
+    { url = "https://files.pythonhosted.org/packages/53/89/2b2de6c81fa131f423246a9109d7b2a375e83968ad0800d6e57d0574629b/pydantic_core-2.33.2-pp311-pypy311_pp73-musllinux_1_1_aarch64.whl", hash = "sha256:f889f7a40498cc077332c7ab6b4608d296d852182211787d4f3ee377aaae66e8", size = 2069475 },
+    { url = "https://files.pythonhosted.org/packages/b8/e9/1f7efbe20d0b2b10f6718944b5d8ece9152390904f29a78e68d4e7961159/pydantic_core-2.33.2-pp311-pypy311_pp73-musllinux_1_1_armv7l.whl", hash = "sha256:de4b83bb311557e439b9e186f733f6c645b9417c84e2eb8203f3f820a4b988bf", size = 2239013 },
+    { url = "https://files.pythonhosted.org/packages/3c/b2/5309c905a93811524a49b4e031e9851a6b00ff0fb668794472ea7746b448/pydantic_core-2.33.2-pp311-pypy311_pp73-musllinux_1_1_x86_64.whl", hash = "sha256:82f68293f055f51b51ea42fafc74b6aad03e70e191799430b90c13d643059ebb", size = 2238715 },
+    { url = "https://files.pythonhosted.org/packages/32/56/8a7ca5d2cd2cda1d245d34b1c9a942920a718082ae8e54e5f3e5a58b7add/pydantic_core-2.33.2-pp311-pypy311_pp73-win_amd64.whl", hash = "sha256:329467cecfb529c925cf2bbd4d60d2c509bc2fb52a20c1045bf09bb70971a9c1", size = 2066757 },
 ]
 
 [[package]]
@@ -652,9 +985,11 @@ version = "8.3.5"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "colorama", marker = "sys_platform == 'win32'" },
+    { name = "exceptiongroup", marker = "python_full_version < '3.11'" },
     { name = "iniconfig" },
     { name = "packaging" },
     { name = "pluggy" },
+    { name = "tomli", marker = "python_full_version < '3.11'" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/ae/3c/c9d525a414d506893f0cd8a8d0de7706446213181570cdbd766691164e40/pytest-8.3.5.tar.gz", hash = "sha256:f4efe70cc14e511565ac476b57c279e12a855b11f48f212af1080ef2263d3845", size = 1450891 }
 wheels = [
@@ -678,7 +1013,7 @@ name = "pytest-cov"
 version = "6.1.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "coverage" },
+    { name = "coverage", extra = ["toml"] },
     { name = "pytest" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/25/69/5f1e57f6c5a39f81411b550027bf72842c4567ff5fd572bed1edc9e4b5d9/pytest_cov-6.1.1.tar.gz", hash = "sha256:46935f7aaefba760e716c2ebfbe1c216240b9592966e7da99ea8292d4d3e2a0a", size = 66857 }
@@ -749,6 +1084,24 @@ 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/9b/95/a3fac87cb7158e231b5a6012e438c647e1a87f09f8e0d123acec8ab8bf71/PyYAML-6.0.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:0a9a2848a5b7feac301353437eb7d5957887edbf81d56e903999a75a3d743086", size = 184199 },
+    { url = "https://files.pythonhosted.org/packages/c7/7a/68bd47624dab8fd4afbfd3c48e3b79efe09098ae941de5b58abcbadff5cb/PyYAML-6.0.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:29717114e51c84ddfba879543fb232a6ed60086602313ca38cce623c1d62cfbf", size = 171758 },
+    { url = "https://files.pythonhosted.org/packages/49/ee/14c54df452143b9ee9f0f29074d7ca5516a36edb0b4cc40c3f280131656f/PyYAML-6.0.2-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:8824b5a04a04a047e72eea5cec3bc266db09e35de6bdfe34c9436ac5ee27d237", size = 718463 },
+    { url = "https://files.pythonhosted.org/packages/4d/61/de363a97476e766574650d742205be468921a7b532aa2499fcd886b62530/PyYAML-6.0.2-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:7c36280e6fb8385e520936c3cb3b8042851904eba0e58d277dca80a5cfed590b", size = 719280 },
+    { url = "https://files.pythonhosted.org/packages/6b/4e/1523cb902fd98355e2e9ea5e5eb237cbc5f3ad5f3075fa65087aa0ecb669/PyYAML-6.0.2-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ec031d5d2feb36d1d1a24380e4db6d43695f3748343d99434e6f5f9156aaa2ed", size = 751239 },
+    { url = "https://files.pythonhosted.org/packages/b7/33/5504b3a9a4464893c32f118a9cc045190a91637b119a9c881da1cf6b7a72/PyYAML-6.0.2-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:936d68689298c36b53b29f23c6dbb74de12b4ac12ca6cfe0e047bedceea56180", size = 695802 },
+    { url = "https://files.pythonhosted.org/packages/5c/20/8347dcabd41ef3a3cdc4f7b7a2aff3d06598c8779faa189cdbf878b626a4/PyYAML-6.0.2-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:23502f431948090f597378482b4812b0caae32c22213aecf3b55325e049a6c68", size = 720527 },
+    { url = "https://files.pythonhosted.org/packages/be/aa/5afe99233fb360d0ff37377145a949ae258aaab831bde4792b32650a4378/PyYAML-6.0.2-cp310-cp310-win32.whl", hash = "sha256:2e99c6826ffa974fe6e27cdb5ed0021786b03fc98e5ee3c5bfe1fd5015f42b99", size = 144052 },
+    { url = "https://files.pythonhosted.org/packages/b5/84/0fa4b06f6d6c958d207620fc60005e241ecedceee58931bb20138e1e5776/PyYAML-6.0.2-cp310-cp310-win_amd64.whl", hash = "sha256:a4d3091415f010369ae4ed1fc6b79def9416358877534caf6a0fdd2146c87a3e", size = 161774 },
+    { url = "https://files.pythonhosted.org/packages/f8/aa/7af4e81f7acba21a4c6be026da38fd2b872ca46226673c89a758ebdc4fd2/PyYAML-6.0.2-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:cc1c1159b3d456576af7a3e4d1ba7e6924cb39de8f67111c735f6fc832082774", size = 184612 },
+    { url = "https://files.pythonhosted.org/packages/8b/62/b9faa998fd185f65c1371643678e4d58254add437edb764a08c5a98fb986/PyYAML-6.0.2-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:1e2120ef853f59c7419231f3bf4e7021f1b936f6ebd222406c3b60212205d2ee", size = 172040 },
+    { url = "https://files.pythonhosted.org/packages/ad/0c/c804f5f922a9a6563bab712d8dcc70251e8af811fce4524d57c2c0fd49a4/PyYAML-6.0.2-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:5d225db5a45f21e78dd9358e58a98702a0302f2659a3c6cd320564b75b86f47c", size = 736829 },
+    { url = "https://files.pythonhosted.org/packages/51/16/6af8d6a6b210c8e54f1406a6b9481febf9c64a3109c541567e35a49aa2e7/PyYAML-6.0.2-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:5ac9328ec4831237bec75defaf839f7d4564be1e6b25ac710bd1a96321cc8317", size = 764167 },
+    { url = "https://files.pythonhosted.org/packages/75/e4/2c27590dfc9992f73aabbeb9241ae20220bd9452df27483b6e56d3975cc5/PyYAML-6.0.2-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:3ad2a3decf9aaba3d29c8f537ac4b243e36bef957511b4766cb0057d32b0be85", size = 762952 },
+    { url = "https://files.pythonhosted.org/packages/9b/97/ecc1abf4a823f5ac61941a9c00fe501b02ac3ab0e373c3857f7d4b83e2b6/PyYAML-6.0.2-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:ff3824dc5261f50c9b0dfb3be22b4567a6f938ccce4587b38952d85fd9e9afe4", size = 735301 },
+    { url = "https://files.pythonhosted.org/packages/45/73/0f49dacd6e82c9430e46f4a027baa4ca205e8b0a9dce1397f44edc23559d/PyYAML-6.0.2-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:797b4f722ffa07cc8d62053e4cff1486fa6dc094105d13fea7b1de7d8bf71c9e", size = 756638 },
+    { url = "https://files.pythonhosted.org/packages/22/5f/956f0f9fc65223a58fbc14459bf34b4cc48dec52e00535c79b8db361aabd/PyYAML-6.0.2-cp311-cp311-win32.whl", hash = "sha256:11d8f3dd2b9c1207dcaf2ee0bbbfd5991f571186ec9cc78427ba5bd32afae4b5", size = 143850 },
+    { url = "https://files.pythonhosted.org/packages/ed/23/8da0bbe2ab9dcdd11f4f4557ccaf95c10b9811b13ecced089d43ce59c3c8/PyYAML-6.0.2-cp311-cp311-win_amd64.whl", hash = "sha256:e10ce637b18caea04431ce14fabcf5c64a1c61ec9c56b071a4b7ca131ca52d44", size = 161980 },
     { 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 },
@@ -839,6 +1192,51 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/e9/44/75a9c9421471a6c4805dbf2356f7c181a29c1879239abab1ea2cc8f38b40/sniffio-1.3.1-py3-none-any.whl", hash = "sha256:2f6da418d1f1e0fddd844478f41680e794e6051915791a034ff65e5f100525a2", size = 10235 },
 ]
 
+[[package]]
+name = "sqlalchemy"
+version = "2.0.40"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "greenlet", marker = "(python_full_version < '3.14' and platform_machine == 'AMD64') or (python_full_version < '3.14' and platform_machine == 'WIN32') or (python_full_version < '3.14' and platform_machine == 'aarch64') or (python_full_version < '3.14' and platform_machine == 'amd64') or (python_full_version < '3.14' and platform_machine == 'ppc64le') or (python_full_version < '3.14' and platform_machine == 'win32') or (python_full_version < '3.14' and platform_machine == 'x86_64')" },
+    { name = "typing-extensions" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/68/c3/3f2bfa5e4dcd9938405fe2fab5b6ab94a9248a4f9536ea2fd497da20525f/sqlalchemy-2.0.40.tar.gz", hash = "sha256:d827099289c64589418ebbcaead0145cd19f4e3e8a93919a0100247af245fa00", size = 9664299 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/87/fa/8e8fd93684b04e65816be864bebf0000fe1602e5452d006f9acc5db14ce5/sqlalchemy-2.0.40-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:f1ea21bef99c703f44444ad29c2c1b6bd55d202750b6de8e06a955380f4725d7", size = 2112843 },
+    { url = "https://files.pythonhosted.org/packages/ba/87/06992f78a9ce545dfd1fea3dd99262bec5221f6f9d2d2066c3e94662529f/sqlalchemy-2.0.40-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:afe63b208153f3a7a2d1a5b9df452b0673082588933e54e7c8aac457cf35e758", size = 2104032 },
+    { url = "https://files.pythonhosted.org/packages/92/ee/57dc77282e8be22d686bd4681825299aa1069bbe090564868ea270ed5214/sqlalchemy-2.0.40-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a8aae085ea549a1eddbc9298b113cffb75e514eadbb542133dd2b99b5fb3b6af", size = 3086406 },
+    { url = "https://files.pythonhosted.org/packages/94/3f/ceb9ab214b2e42d2e74a9209b3a2f2f073504eee16cddd2df81feeb67c2f/sqlalchemy-2.0.40-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:5ea9181284754d37db15156eb7be09c86e16e50fbe77610e9e7bee09291771a1", size = 3094652 },
+    { url = "https://files.pythonhosted.org/packages/00/0a/3401232a5b6d91a2df16c1dc39c6504c54575744c2faafa1e5a50de96621/sqlalchemy-2.0.40-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:5434223b795be5c5ef8244e5ac98056e290d3a99bdcc539b916e282b160dda00", size = 3050503 },
+    { url = "https://files.pythonhosted.org/packages/93/c2/ea7171415ab131397f71a2673645c2fe29ebe9a93063d458eb89e42bf051/sqlalchemy-2.0.40-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:15d08d5ef1b779af6a0909b97be6c1fd4298057504eb6461be88bd1696cb438e", size = 3076011 },
+    { url = "https://files.pythonhosted.org/packages/3d/ee/d8e229280d621bed8c51eebf1dd413aa09ca89e309b1fff40d881dd149af/sqlalchemy-2.0.40-cp310-cp310-win32.whl", hash = "sha256:cd2f75598ae70bcfca9117d9e51a3b06fe29edd972fdd7fd57cc97b4dbf3b08a", size = 2085136 },
+    { url = "https://files.pythonhosted.org/packages/60/7f/ea1086136bc648cd4713a1e01869f7fc31979d67b3a8f973f5d9ab8de7e1/sqlalchemy-2.0.40-cp310-cp310-win_amd64.whl", hash = "sha256:2cbafc8d39ff1abdfdda96435f38fab141892dc759a2165947d1a8fffa7ef596", size = 2109421 },
+    { url = "https://files.pythonhosted.org/packages/77/7e/55044a9ec48c3249bb38d5faae93f09579c35e862bb318ebd1ed7a1994a5/sqlalchemy-2.0.40-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:f6bacab7514de6146a1976bc56e1545bee247242fab030b89e5f70336fc0003e", size = 2114025 },
+    { url = "https://files.pythonhosted.org/packages/77/0f/dcf7bba95f847aec72f638750747b12d37914f71c8cc7c133cf326ab945c/sqlalchemy-2.0.40-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:5654d1ac34e922b6c5711631f2da497d3a7bffd6f9f87ac23b35feea56098011", size = 2104419 },
+    { url = "https://files.pythonhosted.org/packages/75/70/c86a5c20715e4fe903dde4c2fd44fc7e7a0d5fb52c1b954d98526f65a3ea/sqlalchemy-2.0.40-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:35904d63412db21088739510216e9349e335f142ce4a04b69e2528020ee19ed4", size = 3222720 },
+    { url = "https://files.pythonhosted.org/packages/12/cf/b891a8c1d0c27ce9163361664c2128c7a57de3f35000ea5202eb3a2917b7/sqlalchemy-2.0.40-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:9c7a80ed86d6aaacb8160a1caef6680d4ddd03c944d985aecee940d168c411d1", size = 3222682 },
+    { url = "https://files.pythonhosted.org/packages/15/3f/7709d8c8266953d945435a96b7f425ae4172a336963756b58e996fbef7f3/sqlalchemy-2.0.40-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:519624685a51525ddaa7d8ba8265a1540442a2ec71476f0e75241eb8263d6f51", size = 3159542 },
+    { url = "https://files.pythonhosted.org/packages/85/7e/717eaabaf0f80a0132dc2032ea8f745b7a0914451c984821a7c8737fb75a/sqlalchemy-2.0.40-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:2ee5f9999a5b0e9689bed96e60ee53c3384f1a05c2dd8068cc2e8361b0df5b7a", size = 3179864 },
+    { url = "https://files.pythonhosted.org/packages/e4/cc/03eb5dfcdb575cbecd2bd82487b9848f250a4b6ecfb4707e834b4ce4ec07/sqlalchemy-2.0.40-cp311-cp311-win32.whl", hash = "sha256:c0cae71e20e3c02c52f6b9e9722bca70e4a90a466d59477822739dc31ac18b4b", size = 2084675 },
+    { url = "https://files.pythonhosted.org/packages/9a/48/440946bf9dc4dc231f4f31ef0d316f7135bf41d4b86aaba0c0655150d370/sqlalchemy-2.0.40-cp311-cp311-win_amd64.whl", hash = "sha256:574aea2c54d8f1dd1699449f332c7d9b71c339e04ae50163a3eb5ce4c4325ee4", size = 2110099 },
+    { url = "https://files.pythonhosted.org/packages/92/06/552c1f92e880b57d8b92ce6619bd569b25cead492389b1d84904b55989d8/sqlalchemy-2.0.40-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:9d3b31d0a1c44b74d3ae27a3de422dfccd2b8f0b75e51ecb2faa2bf65ab1ba0d", size = 2112620 },
+    { url = "https://files.pythonhosted.org/packages/01/72/a5bc6e76c34cebc071f758161dbe1453de8815ae6e662393910d3be6d70d/sqlalchemy-2.0.40-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:37f7a0f506cf78c80450ed1e816978643d3969f99c4ac6b01104a6fe95c5490a", size = 2103004 },
+    { url = "https://files.pythonhosted.org/packages/bf/fd/0e96c8e6767618ed1a06e4d7a167fe13734c2f8113c4cb704443e6783038/sqlalchemy-2.0.40-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:0bb933a650323e476a2e4fbef8997a10d0003d4da996aad3fd7873e962fdde4d", size = 3252440 },
+    { url = "https://files.pythonhosted.org/packages/cd/6a/eb82e45b15a64266a2917a6833b51a334ea3c1991728fd905bfccbf5cf63/sqlalchemy-2.0.40-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6959738971b4745eea16f818a2cd086fb35081383b078272c35ece2b07012716", size = 3263277 },
+    { url = "https://files.pythonhosted.org/packages/45/97/ebe41ab4530f50af99e3995ebd4e0204bf1b0dc0930f32250dde19c389fe/sqlalchemy-2.0.40-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:110179728e442dae85dd39591beb74072ae4ad55a44eda2acc6ec98ead80d5f2", size = 3198591 },
+    { url = "https://files.pythonhosted.org/packages/e6/1c/a569c1b2b2f5ac20ba6846a1321a2bf52e9a4061001f282bf1c5528dcd69/sqlalchemy-2.0.40-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:e8040680eaacdce4d635f12c55c714f3d4c7f57da2bc47a01229d115bd319191", size = 3225199 },
+    { url = "https://files.pythonhosted.org/packages/8f/91/87cc71a6b10065ca0209d19a4bb575378abda6085e72fa0b61ffb2201b84/sqlalchemy-2.0.40-cp312-cp312-win32.whl", hash = "sha256:650490653b110905c10adac69408380688cefc1f536a137d0d69aca1069dc1d1", size = 2082959 },
+    { url = "https://files.pythonhosted.org/packages/2a/9f/14c511cda174aa1ad9b0e42b64ff5a71db35d08b0d80dc044dae958921e5/sqlalchemy-2.0.40-cp312-cp312-win_amd64.whl", hash = "sha256:2be94d75ee06548d2fc591a3513422b873490efb124048f50556369a834853b0", size = 2108526 },
+    { url = "https://files.pythonhosted.org/packages/8c/18/4e3a86cc0232377bc48c373a9ba6a1b3fb79ba32dbb4eda0b357f5a2c59d/sqlalchemy-2.0.40-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:915866fd50dd868fdcc18d61d8258db1bf9ed7fbd6dfec960ba43365952f3b01", size = 2107887 },
+    { url = "https://files.pythonhosted.org/packages/cb/60/9fa692b1d2ffc4cbd5f47753731fd332afed30137115d862d6e9a1e962c7/sqlalchemy-2.0.40-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:4a4c5a2905a9ccdc67a8963e24abd2f7afcd4348829412483695c59e0af9a705", size = 2098367 },
+    { url = "https://files.pythonhosted.org/packages/4c/9f/84b78357ca641714a439eb3fbbddb17297dacfa05d951dbf24f28d7b5c08/sqlalchemy-2.0.40-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:55028d7a3ebdf7ace492fab9895cbc5270153f75442a0472d8516e03159ab364", size = 3184806 },
+    { url = "https://files.pythonhosted.org/packages/4b/7d/e06164161b6bfce04c01bfa01518a20cccbd4100d5c951e5a7422189191a/sqlalchemy-2.0.40-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6cfedff6878b0e0d1d0a50666a817ecd85051d12d56b43d9d425455e608b5ba0", size = 3198131 },
+    { url = "https://files.pythonhosted.org/packages/6d/51/354af20da42d7ec7b5c9de99edafbb7663a1d75686d1999ceb2c15811302/sqlalchemy-2.0.40-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:bb19e30fdae77d357ce92192a3504579abe48a66877f476880238a962e5b96db", size = 3131364 },
+    { url = "https://files.pythonhosted.org/packages/7a/2f/48a41ff4e6e10549d83fcc551ab85c268bde7c03cf77afb36303c6594d11/sqlalchemy-2.0.40-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:16d325ea898f74b26ffcd1cf8c593b0beed8714f0317df2bed0d8d1de05a8f26", size = 3159482 },
+    { url = "https://files.pythonhosted.org/packages/33/ac/e5e0a807163652a35be878c0ad5cfd8b1d29605edcadfb5df3c512cdf9f3/sqlalchemy-2.0.40-cp313-cp313-win32.whl", hash = "sha256:a669cbe5be3c63f75bcbee0b266779706f1a54bcb1000f302685b87d1b8c1500", size = 2080704 },
+    { url = "https://files.pythonhosted.org/packages/1c/cb/f38c61f7f2fd4d10494c1c135ff6a6ddb63508d0b47bccccd93670637309/sqlalchemy-2.0.40-cp313-cp313-win_amd64.whl", hash = "sha256:641ee2e0834812d657862f3a7de95e0048bdcb6c55496f39c6fa3d435f6ac6ad", size = 2104564 },
+    { url = "https://files.pythonhosted.org/packages/d1/7c/5fc8e802e7506fe8b55a03a2e1dab156eae205c91bee46305755e086d2e2/sqlalchemy-2.0.40-py3-none-any.whl", hash = "sha256:32587e2e1e359276957e6fe5dad089758bc042a971a8a09ae8ecf7a8fe23d07a", size = 1903894 },
+]
+
 [[package]]
 name = "tenacity"
 version = "9.1.2"
@@ -848,6 +1246,45 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/e5/30/643397144bfbfec6f6ef821f36f33e57d35946c44a2352d3c9f0ae847619/tenacity-9.1.2-py3-none-any.whl", hash = "sha256:f77bf36710d8b73a50b2dd155c97b870017ad21afe6ab300326b0371b3b05138", size = 28248 },
 ]
 
+[[package]]
+name = "tomli"
+version = "2.2.1"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/18/87/302344fed471e44a87289cf4967697d07e532f2421fdaf868a303cbae4ff/tomli-2.2.1.tar.gz", hash = "sha256:cd45e1dc79c835ce60f7404ec8119f2eb06d38b1deba146f07ced3bbc44505ff", size = 17175 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/43/ca/75707e6efa2b37c77dadb324ae7d9571cb424e61ea73fad7c56c2d14527f/tomli-2.2.1-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:678e4fa69e4575eb77d103de3df8a895e1591b48e740211bd1067378c69e8249", size = 131077 },
+    { url = "https://files.pythonhosted.org/packages/c7/16/51ae563a8615d472fdbffc43a3f3d46588c264ac4f024f63f01283becfbb/tomli-2.2.1-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:023aa114dd824ade0100497eb2318602af309e5a55595f76b626d6d9f3b7b0a6", size = 123429 },
+    { url = "https://files.pythonhosted.org/packages/f1/dd/4f6cd1e7b160041db83c694abc78e100473c15d54620083dbd5aae7b990e/tomli-2.2.1-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:ece47d672db52ac607a3d9599a9d48dcb2f2f735c6c2d1f34130085bb12b112a", size = 226067 },
+    { url = "https://files.pythonhosted.org/packages/a9/6b/c54ede5dc70d648cc6361eaf429304b02f2871a345bbdd51e993d6cdf550/tomli-2.2.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6972ca9c9cc9f0acaa56a8ca1ff51e7af152a9f87fb64623e31d5c83700080ee", size = 236030 },
+    { url = "https://files.pythonhosted.org/packages/1f/47/999514fa49cfaf7a92c805a86c3c43f4215621855d151b61c602abb38091/tomli-2.2.1-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:c954d2250168d28797dd4e3ac5cf812a406cd5a92674ee4c8f123c889786aa8e", size = 240898 },
+    { url = "https://files.pythonhosted.org/packages/73/41/0a01279a7ae09ee1573b423318e7934674ce06eb33f50936655071d81a24/tomli-2.2.1-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:8dd28b3e155b80f4d54beb40a441d366adcfe740969820caf156c019fb5c7ec4", size = 229894 },
+    { url = "https://files.pythonhosted.org/packages/55/18/5d8bc5b0a0362311ce4d18830a5d28943667599a60d20118074ea1b01bb7/tomli-2.2.1-cp311-cp311-musllinux_1_2_i686.whl", hash = "sha256:e59e304978767a54663af13c07b3d1af22ddee3bb2fb0618ca1593e4f593a106", size = 245319 },
+    { url = "https://files.pythonhosted.org/packages/92/a3/7ade0576d17f3cdf5ff44d61390d4b3febb8a9fc2b480c75c47ea048c646/tomli-2.2.1-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:33580bccab0338d00994d7f16f4c4ec25b776af3ffaac1ed74e0b3fc95e885a8", size = 238273 },
+    { url = "https://files.pythonhosted.org/packages/72/6f/fa64ef058ac1446a1e51110c375339b3ec6be245af9d14c87c4a6412dd32/tomli-2.2.1-cp311-cp311-win32.whl", hash = "sha256:465af0e0875402f1d226519c9904f37254b3045fc5084697cefb9bdde1ff99ff", size = 98310 },
+    { url = "https://files.pythonhosted.org/packages/6a/1c/4a2dcde4a51b81be3530565e92eda625d94dafb46dbeb15069df4caffc34/tomli-2.2.1-cp311-cp311-win_amd64.whl", hash = "sha256:2d0f2fdd22b02c6d81637a3c95f8cd77f995846af7414c5c4b8d0545afa1bc4b", size = 108309 },
+    { url = "https://files.pythonhosted.org/packages/52/e1/f8af4c2fcde17500422858155aeb0d7e93477a0d59a98e56cbfe75070fd0/tomli-2.2.1-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:4a8f6e44de52d5e6c657c9fe83b562f5f4256d8ebbfe4ff922c495620a7f6cea", size = 132762 },
+    { url = "https://files.pythonhosted.org/packages/03/b8/152c68bb84fc00396b83e7bbddd5ec0bd3dd409db4195e2a9b3e398ad2e3/tomli-2.2.1-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:8d57ca8095a641b8237d5b079147646153d22552f1c637fd3ba7f4b0b29167a8", size = 123453 },
+    { url = "https://files.pythonhosted.org/packages/c8/d6/fc9267af9166f79ac528ff7e8c55c8181ded34eb4b0e93daa767b8841573/tomli-2.2.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:4e340144ad7ae1533cb897d406382b4b6fede8890a03738ff1683af800d54192", size = 233486 },
+    { url = "https://files.pythonhosted.org/packages/5c/51/51c3f2884d7bab89af25f678447ea7d297b53b5a3b5730a7cb2ef6069f07/tomli-2.2.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:db2b95f9de79181805df90bedc5a5ab4c165e6ec3fe99f970d0e302f384ad222", size = 242349 },
+    { url = "https://files.pythonhosted.org/packages/ab/df/bfa89627d13a5cc22402e441e8a931ef2108403db390ff3345c05253935e/tomli-2.2.1-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:40741994320b232529c802f8bc86da4e1aa9f413db394617b9a256ae0f9a7f77", size = 252159 },
+    { url = "https://files.pythonhosted.org/packages/9e/6e/fa2b916dced65763a5168c6ccb91066f7639bdc88b48adda990db10c8c0b/tomli-2.2.1-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:400e720fe168c0f8521520190686ef8ef033fb19fc493da09779e592861b78c6", size = 237243 },
+    { url = "https://files.pythonhosted.org/packages/b4/04/885d3b1f650e1153cbb93a6a9782c58a972b94ea4483ae4ac5cedd5e4a09/tomli-2.2.1-cp312-cp312-musllinux_1_2_i686.whl", hash = "sha256:02abe224de6ae62c19f090f68da4e27b10af2b93213d36cf44e6e1c5abd19fdd", size = 259645 },
+    { url = "https://files.pythonhosted.org/packages/9c/de/6b432d66e986e501586da298e28ebeefd3edc2c780f3ad73d22566034239/tomli-2.2.1-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:b82ebccc8c8a36f2094e969560a1b836758481f3dc360ce9a3277c65f374285e", size = 244584 },
+    { url = "https://files.pythonhosted.org/packages/1c/9a/47c0449b98e6e7d1be6cbac02f93dd79003234ddc4aaab6ba07a9a7482e2/tomli-2.2.1-cp312-cp312-win32.whl", hash = "sha256:889f80ef92701b9dbb224e49ec87c645ce5df3fa2cc548664eb8a25e03127a98", size = 98875 },
+    { url = "https://files.pythonhosted.org/packages/ef/60/9b9638f081c6f1261e2688bd487625cd1e660d0a85bd469e91d8db969734/tomli-2.2.1-cp312-cp312-win_amd64.whl", hash = "sha256:7fc04e92e1d624a4a63c76474610238576942d6b8950a2d7f908a340494e67e4", size = 109418 },
+    { url = "https://files.pythonhosted.org/packages/04/90/2ee5f2e0362cb8a0b6499dc44f4d7d48f8fff06d28ba46e6f1eaa61a1388/tomli-2.2.1-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:f4039b9cbc3048b2416cc57ab3bda989a6fcf9b36cf8937f01a6e731b64f80d7", size = 132708 },
+    { url = "https://files.pythonhosted.org/packages/c0/ec/46b4108816de6b385141f082ba99e315501ccd0a2ea23db4a100dd3990ea/tomli-2.2.1-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:286f0ca2ffeeb5b9bd4fcc8d6c330534323ec51b2f52da063b11c502da16f30c", size = 123582 },
+    { url = "https://files.pythonhosted.org/packages/a0/bd/b470466d0137b37b68d24556c38a0cc819e8febe392d5b199dcd7f578365/tomli-2.2.1-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a92ef1a44547e894e2a17d24e7557a5e85a9e1d0048b0b5e7541f76c5032cb13", size = 232543 },
+    { url = "https://files.pythonhosted.org/packages/d9/e5/82e80ff3b751373f7cead2815bcbe2d51c895b3c990686741a8e56ec42ab/tomli-2.2.1-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:9316dc65bed1684c9a98ee68759ceaed29d229e985297003e494aa825ebb0281", size = 241691 },
+    { url = "https://files.pythonhosted.org/packages/05/7e/2a110bc2713557d6a1bfb06af23dd01e7dde52b6ee7dadc589868f9abfac/tomli-2.2.1-cp313-cp313-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:e85e99945e688e32d5a35c1ff38ed0b3f41f43fad8df0bdf79f72b2ba7bc5272", size = 251170 },
+    { url = "https://files.pythonhosted.org/packages/64/7b/22d713946efe00e0adbcdfd6d1aa119ae03fd0b60ebed51ebb3fa9f5a2e5/tomli-2.2.1-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:ac065718db92ca818f8d6141b5f66369833d4a80a9d74435a268c52bdfa73140", size = 236530 },
+    { url = "https://files.pythonhosted.org/packages/38/31/3a76f67da4b0cf37b742ca76beaf819dca0ebef26d78fc794a576e08accf/tomli-2.2.1-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:d920f33822747519673ee656a4b6ac33e382eca9d331c87770faa3eef562aeb2", size = 258666 },
+    { url = "https://files.pythonhosted.org/packages/07/10/5af1293da642aded87e8a988753945d0cf7e00a9452d3911dd3bb354c9e2/tomli-2.2.1-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:a198f10c4d1b1375d7687bc25294306e551bf1abfa4eace6650070a5c1ae2744", size = 243954 },
+    { url = "https://files.pythonhosted.org/packages/5b/b9/1ed31d167be802da0fc95020d04cd27b7d7065cc6fbefdd2f9186f60d7bd/tomli-2.2.1-cp313-cp313-win32.whl", hash = "sha256:d3f5614314d758649ab2ab3a62d4f2004c825922f9e370b29416484086b264ec", size = 98724 },
+    { url = "https://files.pythonhosted.org/packages/c7/32/b0963458706accd9afcfeb867c0f9175a741bf7b19cd424230714d722198/tomli-2.2.1-cp313-cp313-win_amd64.whl", hash = "sha256:a38aa0308e754b0e3c67e344754dff64999ff9b513e691d0e786265c93583c69", size = 109383 },
+    { url = "https://files.pythonhosted.org/packages/6e/c2/61d3e0f47e2b74ef40a68b9e6ad5984f6241a942f7cd3bbfbdbd03861ea9/tomli-2.2.1-py3-none-any.whl", hash = "sha256:cb55c73c5f4408779d0cf3eef9f762b9c9f147a77de7b258bef0a5628adc85cc", size = 14257 },
+]
+
 [[package]]
 name = "tqdm"
 version = "4.67.1"
@@ -905,6 +1342,36 @@ version = "3.5.0"
 source = { registry = "https://pypi.org/simple" }
 sdist = { url = "https://files.pythonhosted.org/packages/00/5e/d6e5258d69df8b4ed8c83b6664f2b47d30d2dec551a29ad72a6c69eafd31/xxhash-3.5.0.tar.gz", hash = "sha256:84f2caddf951c9cbf8dc2e22a89d4ccf5d86391ac6418fe81e3c67d0cf60b45f", size = 84241 }
 wheels = [
+    { url = "https://files.pythonhosted.org/packages/bb/8a/0e9feca390d512d293afd844d31670e25608c4a901e10202aa98785eab09/xxhash-3.5.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:ece616532c499ee9afbb83078b1b952beffef121d989841f7f4b3dc5ac0fd212", size = 31970 },
+    { url = "https://files.pythonhosted.org/packages/16/e6/be5aa49580cd064a18200ab78e29b88b1127e1a8c7955eb8ecf81f2626eb/xxhash-3.5.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:3171f693dbc2cef6477054a665dc255d996646b4023fe56cb4db80e26f4cc520", size = 30801 },
+    { url = "https://files.pythonhosted.org/packages/20/ee/b8a99ebbc6d1113b3a3f09e747fa318c3cde5b04bd9c197688fadf0eeae8/xxhash-3.5.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:7c5d3e570ef46adaf93fc81b44aca6002b5a4d8ca11bd0580c07eac537f36680", size = 220927 },
+    { url = "https://files.pythonhosted.org/packages/58/62/15d10582ef159283a5c2b47f6d799fc3303fe3911d5bb0bcc820e1ef7ff4/xxhash-3.5.0-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:7cb29a034301e2982df8b1fe6328a84f4b676106a13e9135a0d7e0c3e9f806da", size = 200360 },
+    { url = "https://files.pythonhosted.org/packages/23/41/61202663ea9b1bd8e53673b8ec9e2619989353dba8cfb68e59a9cbd9ffe3/xxhash-3.5.0-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:5d0d307d27099bb0cbeea7260eb39ed4fdb99c5542e21e94bb6fd29e49c57a23", size = 428528 },
+    { url = "https://files.pythonhosted.org/packages/f2/07/d9a3059f702dec5b3b703737afb6dda32f304f6e9da181a229dafd052c29/xxhash-3.5.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:c0342aafd421795d740e514bc9858ebddfc705a75a8c5046ac56d85fe97bf196", size = 194149 },
+    { url = "https://files.pythonhosted.org/packages/eb/58/27caadf78226ecf1d62dbd0c01d152ed381c14c1ee4ad01f0d460fc40eac/xxhash-3.5.0-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:3dbbd9892c5ebffeca1ed620cf0ade13eb55a0d8c84e0751a6653adc6ac40d0c", size = 207703 },
+    { url = "https://files.pythonhosted.org/packages/b1/08/32d558ce23e1e068453c39aed7b3c1cdc690c177873ec0ca3a90d5808765/xxhash-3.5.0-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:4cc2d67fdb4d057730c75a64c5923abfa17775ae234a71b0200346bfb0a7f482", size = 216255 },
+    { url = "https://files.pythonhosted.org/packages/3f/d4/2b971e2d2b0a61045f842b622ef11e94096cf1f12cd448b6fd426e80e0e2/xxhash-3.5.0-cp310-cp310-musllinux_1_2_i686.whl", hash = "sha256:ec28adb204b759306a3d64358a5e5c07d7b1dd0ccbce04aa76cb9377b7b70296", size = 202744 },
+    { url = "https://files.pythonhosted.org/packages/19/ae/6a6438864a8c4c39915d7b65effd85392ebe22710412902487e51769146d/xxhash-3.5.0-cp310-cp310-musllinux_1_2_ppc64le.whl", hash = "sha256:1328f6d8cca2b86acb14104e381225a3d7b42c92c4b86ceae814e5c400dbb415", size = 210115 },
+    { url = "https://files.pythonhosted.org/packages/48/7d/b3c27c27d1fc868094d02fe4498ccce8cec9fcc591825c01d6bcb0b4fc49/xxhash-3.5.0-cp310-cp310-musllinux_1_2_s390x.whl", hash = "sha256:8d47ebd9f5d9607fd039c1fbf4994e3b071ea23eff42f4ecef246ab2b7334198", size = 414247 },
+    { url = "https://files.pythonhosted.org/packages/a1/05/918f9e7d2fbbd334b829997045d341d6239b563c44e683b9a7ef8fe50f5d/xxhash-3.5.0-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:b96d559e0fcddd3343c510a0fe2b127fbff16bf346dd76280b82292567523442", size = 191419 },
+    { url = "https://files.pythonhosted.org/packages/08/29/dfe393805b2f86bfc47c290b275f0b7c189dc2f4e136fd4754f32eb18a8d/xxhash-3.5.0-cp310-cp310-win32.whl", hash = "sha256:61c722ed8d49ac9bc26c7071eeaa1f6ff24053d553146d5df031802deffd03da", size = 30114 },
+    { url = "https://files.pythonhosted.org/packages/7b/d7/aa0b22c4ebb7c3ccb993d4c565132abc641cd11164f8952d89eb6a501909/xxhash-3.5.0-cp310-cp310-win_amd64.whl", hash = "sha256:9bed5144c6923cc902cd14bb8963f2d5e034def4486ab0bbe1f58f03f042f9a9", size = 30003 },
+    { url = "https://files.pythonhosted.org/packages/69/12/f969b81541ee91b55f1ce469d7ab55079593c80d04fd01691b550e535000/xxhash-3.5.0-cp310-cp310-win_arm64.whl", hash = "sha256:893074d651cf25c1cc14e3bea4fceefd67f2921b1bb8e40fcfeba56820de80c6", size = 26773 },
+    { url = "https://files.pythonhosted.org/packages/b8/c7/afed0f131fbda960ff15eee7f304fa0eeb2d58770fade99897984852ef23/xxhash-3.5.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:02c2e816896dc6f85922ced60097bcf6f008dedfc5073dcba32f9c8dd786f3c1", size = 31969 },
+    { url = "https://files.pythonhosted.org/packages/8c/0c/7c3bc6d87e5235672fcc2fb42fd5ad79fe1033925f71bf549ee068c7d1ca/xxhash-3.5.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:6027dcd885e21581e46d3c7f682cfb2b870942feeed58a21c29583512c3f09f8", size = 30800 },
+    { url = "https://files.pythonhosted.org/packages/04/9e/01067981d98069eec1c20201f8c145367698e9056f8bc295346e4ea32dd1/xxhash-3.5.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:1308fa542bbdbf2fa85e9e66b1077eea3a88bef38ee8a06270b4298a7a62a166", size = 221566 },
+    { url = "https://files.pythonhosted.org/packages/d4/09/d4996de4059c3ce5342b6e1e6a77c9d6c91acce31f6ed979891872dd162b/xxhash-3.5.0-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:c28b2fdcee797e1c1961cd3bcd3d545cab22ad202c846235197935e1df2f8ef7", size = 201214 },
+    { url = "https://files.pythonhosted.org/packages/62/f5/6d2dc9f8d55a7ce0f5e7bfef916e67536f01b85d32a9fbf137d4cadbee38/xxhash-3.5.0-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:924361811732ddad75ff23e90efd9ccfda4f664132feecb90895bade6a1b4623", size = 429433 },
+    { url = "https://files.pythonhosted.org/packages/d9/72/9256303f10e41ab004799a4aa74b80b3c5977d6383ae4550548b24bd1971/xxhash-3.5.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:89997aa1c4b6a5b1e5b588979d1da048a3c6f15e55c11d117a56b75c84531f5a", size = 194822 },
+    { url = "https://files.pythonhosted.org/packages/34/92/1a3a29acd08248a34b0e6a94f4e0ed9b8379a4ff471f1668e4dce7bdbaa8/xxhash-3.5.0-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:685c4f4e8c59837de103344eb1c8a3851f670309eb5c361f746805c5471b8c88", size = 208538 },
+    { url = "https://files.pythonhosted.org/packages/53/ad/7fa1a109663366de42f724a1cdb8e796a260dbac45047bce153bc1e18abf/xxhash-3.5.0-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:dbd2ecfbfee70bc1a4acb7461fa6af7748ec2ab08ac0fa298f281c51518f982c", size = 216953 },
+    { url = "https://files.pythonhosted.org/packages/35/02/137300e24203bf2b2a49b48ce898ecce6fd01789c0fcd9c686c0a002d129/xxhash-3.5.0-cp311-cp311-musllinux_1_2_i686.whl", hash = "sha256:25b5a51dc3dfb20a10833c8eee25903fd2e14059e9afcd329c9da20609a307b2", size = 203594 },
+    { url = "https://files.pythonhosted.org/packages/23/03/aeceb273933d7eee248c4322b98b8e971f06cc3880e5f7602c94e5578af5/xxhash-3.5.0-cp311-cp311-musllinux_1_2_ppc64le.whl", hash = "sha256:a8fb786fb754ef6ff8c120cb96629fb518f8eb5a61a16aac3a979a9dbd40a084", size = 210971 },
+    { url = "https://files.pythonhosted.org/packages/e3/64/ed82ec09489474cbb35c716b189ddc1521d8b3de12b1b5ab41ce7f70253c/xxhash-3.5.0-cp311-cp311-musllinux_1_2_s390x.whl", hash = "sha256:a905ad00ad1e1c34fe4e9d7c1d949ab09c6fa90c919860c1534ff479f40fd12d", size = 415050 },
+    { url = "https://files.pythonhosted.org/packages/71/43/6db4c02dcb488ad4e03bc86d70506c3d40a384ee73c9b5c93338eb1f3c23/xxhash-3.5.0-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:963be41bcd49f53af6d795f65c0da9b4cc518c0dd9c47145c98f61cb464f4839", size = 192216 },
+    { url = "https://files.pythonhosted.org/packages/22/6d/db4abec29e7a567455344433d095fdb39c97db6955bb4a2c432e486b4d28/xxhash-3.5.0-cp311-cp311-win32.whl", hash = "sha256:109b436096d0a2dd039c355fa3414160ec4d843dfecc64a14077332a00aeb7da", size = 30120 },
+    { url = "https://files.pythonhosted.org/packages/52/1c/fa3b61c0cf03e1da4767213672efe186b1dfa4fc901a4a694fb184a513d1/xxhash-3.5.0-cp311-cp311-win_amd64.whl", hash = "sha256:b702f806693201ad6c0a05ddbbe4c8f359626d0b3305f766077d51388a6bac58", size = 30003 },
+    { url = "https://files.pythonhosted.org/packages/6b/8e/9e6fc572acf6e1cc7ccb01973c213f895cb8668a9d4c2b58a99350da14b7/xxhash-3.5.0-cp311-cp311-win_arm64.whl", hash = "sha256:c4dcb4120d0cc3cc448624147dba64e9021b278c63e34a38789b688fd0da9bf3", size = 26777 },
     { url = "https://files.pythonhosted.org/packages/07/0e/1bfce2502c57d7e2e787600b31c83535af83746885aa1a5f153d8c8059d6/xxhash-3.5.0-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:14470ace8bd3b5d51318782cd94e6f94431974f16cb3b8dc15d52f3b69df8e00", size = 31969 },
     { url = "https://files.pythonhosted.org/packages/3f/d6/8ca450d6fe5b71ce521b4e5db69622383d039e2b253e9b2f24f93265b52c/xxhash-3.5.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:59aa1203de1cb96dbeab595ded0ad0c0056bb2245ae11fac11c0ceea861382b9", size = 30787 },
     { url = "https://files.pythonhosted.org/packages/5b/84/de7c89bc6ef63d750159086a6ada6416cc4349eab23f76ab870407178b93/xxhash-3.5.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:08424f6648526076e28fae6ea2806c0a7d504b9ef05ae61d196d571e5c879c84", size = 220959 },
@@ -935,6 +1402,11 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/1f/6d/c61e0668943a034abc3a569cdc5aeae37d686d9da7e39cf2ed621d533e36/xxhash-3.5.0-cp313-cp313-win32.whl", hash = "sha256:53a068fe70301ec30d868ece566ac90d873e3bb059cf83c32e76012c889b8637", size = 30172 },
     { url = "https://files.pythonhosted.org/packages/96/14/8416dce965f35e3d24722cdf79361ae154fa23e2ab730e5323aa98d7919e/xxhash-3.5.0-cp313-cp313-win_amd64.whl", hash = "sha256:80babcc30e7a1a484eab952d76a4f4673ff601f54d5142c26826502740e70b43", size = 30041 },
     { url = "https://files.pythonhosted.org/packages/27/ee/518b72faa2073f5aa8e3262408d284892cb79cf2754ba0c3a5870645ef73/xxhash-3.5.0-cp313-cp313-win_arm64.whl", hash = "sha256:4811336f1ce11cac89dcbd18f3a25c527c16311709a89313c3acaf771def2d4b", size = 26801 },
+    { url = "https://files.pythonhosted.org/packages/ab/9a/233606bada5bd6f50b2b72c45de3d9868ad551e83893d2ac86dc7bb8553a/xxhash-3.5.0-pp310-pypy310_pp73-macosx_10_15_x86_64.whl", hash = "sha256:2014c5b3ff15e64feecb6b713af12093f75b7926049e26a580e94dcad3c73d8c", size = 29732 },
+    { url = "https://files.pythonhosted.org/packages/0c/67/f75276ca39e2c6604e3bee6c84e9db8a56a4973fde9bf35989787cf6e8aa/xxhash-3.5.0-pp310-pypy310_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:fab81ef75003eda96239a23eda4e4543cedc22e34c373edcaf744e721a163986", size = 36214 },
+    { url = "https://files.pythonhosted.org/packages/0f/f8/f6c61fd794229cc3848d144f73754a0c107854372d7261419dcbbd286299/xxhash-3.5.0-pp310-pypy310_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:4e2febf914ace002132aa09169cc572e0d8959d0f305f93d5828c4836f9bc5a6", size = 32020 },
+    { url = "https://files.pythonhosted.org/packages/79/d3/c029c99801526f859e6b38d34ab87c08993bf3dcea34b11275775001638a/xxhash-3.5.0-pp310-pypy310_pp73-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:5d3a10609c51da2a1c0ea0293fc3968ca0a18bd73838455b5bca3069d7f8e32b", size = 40515 },
+    { url = "https://files.pythonhosted.org/packages/62/e3/bef7b82c1997579c94de9ac5ea7626d01ae5858aa22bf4fcb38bf220cb3e/xxhash-3.5.0-pp310-pypy310_pp73-win_amd64.whl", hash = "sha256:5a74f23335b9689b66eb6dbe2a931a88fcd7a4c2cc4b1cb0edba8ce381c7a1da", size = 30064 },
 ]
 
 [[package]]
@@ -946,6 +1418,38 @@ dependencies = [
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/ed/f6/2ac0287b442160a89d726b17a9184a4c615bb5237db763791a7fd16d9df1/zstandard-0.23.0.tar.gz", hash = "sha256:b2d8c62d08e7255f68f7a740bae85b3c9b8e5466baa9cbf7f57f1cde0ac6bc09", size = 681701 }
 wheels = [
+    { url = "https://files.pythonhosted.org/packages/2a/55/bd0487e86679db1823fc9ee0d8c9c78ae2413d34c0b461193b5f4c31d22f/zstandard-0.23.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:bf0a05b6059c0528477fba9054d09179beb63744355cab9f38059548fedd46a9", size = 788701 },
+    { url = "https://files.pythonhosted.org/packages/e1/8a/ccb516b684f3ad987dfee27570d635822e3038645b1a950c5e8022df1145/zstandard-0.23.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:fc9ca1c9718cb3b06634c7c8dec57d24e9438b2aa9a0f02b8bb36bf478538880", size = 633678 },
+    { url = "https://files.pythonhosted.org/packages/12/89/75e633d0611c028e0d9af6df199423bf43f54bea5007e6718ab7132e234c/zstandard-0.23.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:77da4c6bfa20dd5ea25cbf12c76f181a8e8cd7ea231c673828d0386b1740b8dc", size = 4941098 },
+    { url = "https://files.pythonhosted.org/packages/4a/7a/bd7f6a21802de358b63f1ee636ab823711c25ce043a3e9f043b4fcb5ba32/zstandard-0.23.0-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:b2170c7e0367dde86a2647ed5b6f57394ea7f53545746104c6b09fc1f4223573", size = 5308798 },
+    { url = "https://files.pythonhosted.org/packages/79/3b/775f851a4a65013e88ca559c8ae42ac1352db6fcd96b028d0df4d7d1d7b4/zstandard-0.23.0-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:c16842b846a8d2a145223f520b7e18b57c8f476924bda92aeee3a88d11cfc391", size = 5341840 },
+    { url = "https://files.pythonhosted.org/packages/09/4f/0cc49570141dd72d4d95dd6fcf09328d1b702c47a6ec12fbed3b8aed18a5/zstandard-0.23.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:157e89ceb4054029a289fb504c98c6a9fe8010f1680de0201b3eb5dc20aa6d9e", size = 5440337 },
+    { url = "https://files.pythonhosted.org/packages/e7/7c/aaa7cd27148bae2dc095191529c0570d16058c54c4597a7d118de4b21676/zstandard-0.23.0-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:203d236f4c94cd8379d1ea61db2fce20730b4c38d7f1c34506a31b34edc87bdd", size = 4861182 },
+    { url = "https://files.pythonhosted.org/packages/ac/eb/4b58b5c071d177f7dc027129d20bd2a44161faca6592a67f8fcb0b88b3ae/zstandard-0.23.0-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:dc5d1a49d3f8262be192589a4b72f0d03b72dcf46c51ad5852a4fdc67be7b9e4", size = 4932936 },
+    { url = "https://files.pythonhosted.org/packages/44/f9/21a5fb9bb7c9a274b05ad700a82ad22ce82f7ef0f485980a1e98ed6e8c5f/zstandard-0.23.0-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:752bf8a74412b9892f4e5b58f2f890a039f57037f52c89a740757ebd807f33ea", size = 5464705 },
+    { url = "https://files.pythonhosted.org/packages/49/74/b7b3e61db3f88632776b78b1db597af3f44c91ce17d533e14a25ce6a2816/zstandard-0.23.0-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:80080816b4f52a9d886e67f1f96912891074903238fe54f2de8b786f86baded2", size = 4857882 },
+    { url = "https://files.pythonhosted.org/packages/4a/7f/d8eb1cb123d8e4c541d4465167080bec88481ab54cd0b31eb4013ba04b95/zstandard-0.23.0-cp310-cp310-musllinux_1_2_i686.whl", hash = "sha256:84433dddea68571a6d6bd4fbf8ff398236031149116a7fff6f777ff95cad3df9", size = 4697672 },
+    { url = "https://files.pythonhosted.org/packages/5e/05/f7dccdf3d121309b60342da454d3e706453a31073e2c4dac8e1581861e44/zstandard-0.23.0-cp310-cp310-musllinux_1_2_ppc64le.whl", hash = "sha256:ab19a2d91963ed9e42b4e8d77cd847ae8381576585bad79dbd0a8837a9f6620a", size = 5206043 },
+    { url = "https://files.pythonhosted.org/packages/86/9d/3677a02e172dccd8dd3a941307621c0cbd7691d77cb435ac3c75ab6a3105/zstandard-0.23.0-cp310-cp310-musllinux_1_2_s390x.whl", hash = "sha256:59556bf80a7094d0cfb9f5e50bb2db27fefb75d5138bb16fb052b61b0e0eeeb0", size = 5667390 },
+    { url = "https://files.pythonhosted.org/packages/41/7e/0012a02458e74a7ba122cd9cafe491facc602c9a17f590367da369929498/zstandard-0.23.0-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:27d3ef2252d2e62476389ca8f9b0cf2bbafb082a3b6bfe9d90cbcbb5529ecf7c", size = 5198901 },
+    { url = "https://files.pythonhosted.org/packages/65/3a/8f715b97bd7bcfc7342d8adcd99a026cb2fb550e44866a3b6c348e1b0f02/zstandard-0.23.0-cp310-cp310-win32.whl", hash = "sha256:5d41d5e025f1e0bccae4928981e71b2334c60f580bdc8345f824e7c0a4c2a813", size = 430596 },
+    { url = "https://files.pythonhosted.org/packages/19/b7/b2b9eca5e5a01111e4fe8a8ffb56bdcdf56b12448a24effe6cfe4a252034/zstandard-0.23.0-cp310-cp310-win_amd64.whl", hash = "sha256:519fbf169dfac1222a76ba8861ef4ac7f0530c35dd79ba5727014613f91613d4", size = 495498 },
+    { url = "https://files.pythonhosted.org/packages/9e/40/f67e7d2c25a0e2dc1744dd781110b0b60306657f8696cafb7ad7579469bd/zstandard-0.23.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:34895a41273ad33347b2fc70e1bff4240556de3c46c6ea430a7ed91f9042aa4e", size = 788699 },
+    { url = "https://files.pythonhosted.org/packages/e8/46/66d5b55f4d737dd6ab75851b224abf0afe5774976fe511a54d2eb9063a41/zstandard-0.23.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:77ea385f7dd5b5676d7fd943292ffa18fbf5c72ba98f7d09fc1fb9e819b34c23", size = 633681 },
+    { url = "https://files.pythonhosted.org/packages/63/b6/677e65c095d8e12b66b8f862b069bcf1f1d781b9c9c6f12eb55000d57583/zstandard-0.23.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:983b6efd649723474f29ed42e1467f90a35a74793437d0bc64a5bf482bedfa0a", size = 4944328 },
+    { url = "https://files.pythonhosted.org/packages/59/cc/e76acb4c42afa05a9d20827116d1f9287e9c32b7ad58cc3af0721ce2b481/zstandard-0.23.0-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:80a539906390591dd39ebb8d773771dc4db82ace6372c4d41e2d293f8e32b8db", size = 5311955 },
+    { url = "https://files.pythonhosted.org/packages/78/e4/644b8075f18fc7f632130c32e8f36f6dc1b93065bf2dd87f03223b187f26/zstandard-0.23.0-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:445e4cb5048b04e90ce96a79b4b63140e3f4ab5f662321975679b5f6360b90e2", size = 5344944 },
+    { url = "https://files.pythonhosted.org/packages/76/3f/dbafccf19cfeca25bbabf6f2dd81796b7218f768ec400f043edc767015a6/zstandard-0.23.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:fd30d9c67d13d891f2360b2a120186729c111238ac63b43dbd37a5a40670b8ca", size = 5442927 },
+    { url = "https://files.pythonhosted.org/packages/0c/c3/d24a01a19b6733b9f218e94d1a87c477d523237e07f94899e1c10f6fd06c/zstandard-0.23.0-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:d20fd853fbb5807c8e84c136c278827b6167ded66c72ec6f9a14b863d809211c", size = 4864910 },
+    { url = "https://files.pythonhosted.org/packages/1c/a9/cf8f78ead4597264f7618d0875be01f9bc23c9d1d11afb6d225b867cb423/zstandard-0.23.0-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:ed1708dbf4d2e3a1c5c69110ba2b4eb6678262028afd6c6fbcc5a8dac9cda68e", size = 4935544 },
+    { url = "https://files.pythonhosted.org/packages/2c/96/8af1e3731b67965fb995a940c04a2c20997a7b3b14826b9d1301cf160879/zstandard-0.23.0-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:be9b5b8659dff1f913039c2feee1aca499cfbc19e98fa12bc85e037c17ec6ca5", size = 5467094 },
+    { url = "https://files.pythonhosted.org/packages/ff/57/43ea9df642c636cb79f88a13ab07d92d88d3bfe3e550b55a25a07a26d878/zstandard-0.23.0-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:65308f4b4890aa12d9b6ad9f2844b7ee42c7f7a4fd3390425b242ffc57498f48", size = 4860440 },
+    { url = "https://files.pythonhosted.org/packages/46/37/edb78f33c7f44f806525f27baa300341918fd4c4af9472fbc2c3094be2e8/zstandard-0.23.0-cp311-cp311-musllinux_1_2_i686.whl", hash = "sha256:98da17ce9cbf3bfe4617e836d561e433f871129e3a7ac16d6ef4c680f13a839c", size = 4700091 },
+    { url = "https://files.pythonhosted.org/packages/c1/f1/454ac3962671a754f3cb49242472df5c2cced4eb959ae203a377b45b1a3c/zstandard-0.23.0-cp311-cp311-musllinux_1_2_ppc64le.whl", hash = "sha256:8ed7d27cb56b3e058d3cf684d7200703bcae623e1dcc06ed1e18ecda39fee003", size = 5208682 },
+    { url = "https://files.pythonhosted.org/packages/85/b2/1734b0fff1634390b1b887202d557d2dd542de84a4c155c258cf75da4773/zstandard-0.23.0-cp311-cp311-musllinux_1_2_s390x.whl", hash = "sha256:b69bb4f51daf461b15e7b3db033160937d3ff88303a7bc808c67bbc1eaf98c78", size = 5669707 },
+    { url = "https://files.pythonhosted.org/packages/52/5a/87d6971f0997c4b9b09c495bf92189fb63de86a83cadc4977dc19735f652/zstandard-0.23.0-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:034b88913ecc1b097f528e42b539453fa82c3557e414b3de9d5632c80439a473", size = 5201792 },
+    { url = "https://files.pythonhosted.org/packages/79/02/6f6a42cc84459d399bd1a4e1adfc78d4dfe45e56d05b072008d10040e13b/zstandard-0.23.0-cp311-cp311-win32.whl", hash = "sha256:f2d4380bf5f62daabd7b751ea2339c1a21d1c9463f1feb7fc2bdcea2c29c3160", size = 430586 },
+    { url = "https://files.pythonhosted.org/packages/be/a2/4272175d47c623ff78196f3c10e9dc7045c1b9caf3735bf041e65271eca4/zstandard-0.23.0-cp311-cp311-win_amd64.whl", hash = "sha256:62136da96a973bd2557f06ddd4e8e807f9e13cbb0bfb9cc06cfe6d98ea90dfe0", size = 495420 },
     { url = "https://files.pythonhosted.org/packages/7b/83/f23338c963bd9de687d47bf32efe9fd30164e722ba27fb59df33e6b1719b/zstandard-0.23.0-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:b4567955a6bc1b20e9c31612e615af6b53733491aeaa19a6b3b37f3b65477094", size = 788713 },
     { url = "https://files.pythonhosted.org/packages/5b/b3/1a028f6750fd9227ee0b937a278a434ab7f7fdc3066c3173f64366fe2466/zstandard-0.23.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:1e172f57cd78c20f13a3415cc8dfe24bf388614324d25539146594c16d78fcc8", size = 633459 },
     { url = "https://files.pythonhosted.org/packages/26/af/36d89aae0c1f95a0a98e50711bc5d92c144939efc1f81a2fcd3e78d7f4c1/zstandard-0.23.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:b0e166f698c5a3e914947388c162be2583e0c638a4703fc6a543e23a88dea3c1", size = 4945707 },