diff --git a/.gitignore b/.gitignore
index cb5b0650..c27bd775 100644
--- a/.gitignore
+++ b/.gitignore
@@ -174,4 +174,4 @@ cython_debug/
 src/controlflow/_version.py
 all_code.md 
 all_docs.md
-llm_guides.md
\ No newline at end of file
+llm_guides.md
diff --git a/docs/guides/configure-llms.mdx b/docs/guides/configure-llms.mdx
index 8df6e55d..438db196 100644
--- a/docs/guides/configure-llms.mdx
+++ b/docs/guides/configure-llms.mdx
@@ -47,6 +47,7 @@ At this time, supported providers for automatic configuration include:
 | Anthropic | `anthropic` | (included) |
 | Google   | `google`       | `langchain_google_genai` |
 | Groq      | `groq`       | `langchain_groq` |
+| Ollama    | `ollama`    | `langchain-ollama` |
 
 If the required dependencies are not installed, ControlFlow will be unable to load the model and will raise an error.
 
diff --git a/examples/asyncpg-memory.py b/examples/asyncpg-memory.py
new file mode 100644
index 00000000..59856546
--- /dev/null
+++ b/examples/asyncpg-memory.py
@@ -0,0 +1,55 @@
+import asyncio
+
+import controlflow as cf
+from controlflow.memory.async_memory import AsyncMemory
+from controlflow.memory.providers.postgres import AsyncPostgresMemory
+
+provider = AsyncPostgresMemory(
+    database_url="postgresql+psycopg://postgres:postgres@localhost:5432/database",
+    # embedding_dimension=1536,
+    # embedding_fn=OpenAIEmbeddings(),
+    table_name="vector_db_async",
+)
+
+# Create a memory module for user preferences
+user_preferences = AsyncMemory(
+    key="user_preferences",
+    instructions="Store and retrieve user preferences.",
+    provider=provider,
+)
+
+# Create an agent with access to the memory
+agent = cf.Agent(memories=[user_preferences])
+
+
+# Create a flow to ask for the user's favorite color
+@cf.flow
+async def remember_pet():
+    return await cf.run_async(
+        "Ask the user for their favorite animal and store it in memory",
+        agents=[agent],
+        interactive=True,
+    )
+
+
+# Create a flow to recall the user's favorite color
+@cf.flow
+async def recall_pet():
+    return await cf.run_async(
+        "What is the user's favorite animal?",
+        agents=[agent],
+    )
+
+
+async def main():
+    print("First flow:")
+    await remember_pet()
+
+    print("\nSecond flow:")
+    result = await recall_pet()
+    print(result)
+    return result
+
+
+if __name__ == "__main__":
+    asyncio.run(main())
diff --git a/examples/pg-memory.py b/examples/pg-memory.py
index 6087fb06..2a7cc312 100644
--- a/examples/pg-memory.py
+++ b/examples/pg-memory.py
@@ -3,7 +3,7 @@
 from controlflow.memory.providers.postgres import PostgresMemory
 
 provider = PostgresMemory(
-    database_url="postgresql://postgres:postgres@localhost:5432/your_database",
+    database_url="postgresql://postgres:postgres@localhost:5432/database",
     # embedding_dimension=1536,
     # embedding_fn=OpenAIEmbeddings(),
     table_name="vector_db",
diff --git a/pyproject.toml b/pyproject.toml
index e03f0c96..6e9d28ed 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -51,6 +51,7 @@ tests = [
     "langchain_community",
     "langchain_google_genai",
     "langchain_groq",
+    "langchain-ollama',
     "pytest-asyncio>=0.18.2,!=0.22.0,<0.23.0",
     "pytest-env>=0.8,<2.0",
     "pytest-rerunfailures>=10,<14",
diff --git a/src/controlflow/__init__.py b/src/controlflow/__init__.py
index 8fd513b7..59cd90fe 100644
--- a/src/controlflow/__init__.py
+++ b/src/controlflow/__init__.py
@@ -13,6 +13,7 @@
 
 # functions, utilites, and decorators
 from .memory import Memory
+from .memory.async_memory import AsyncMemory
 from .instructions import instructions
 from .decorators import flow, task
 from .tools import tool
diff --git a/src/controlflow/agents/agent.py b/src/controlflow/agents/agent.py
index 6e2ab985..8b691b3c 100644
--- a/src/controlflow/agents/agent.py
+++ b/src/controlflow/agents/agent.py
@@ -32,6 +32,7 @@
 from controlflow.llm.models import get_model as get_model_from_string
 from controlflow.llm.rules import LLMRules
 from controlflow.memory import Memory
+from controlflow.memory.async_memory import AsyncMemory
 from controlflow.tools.tools import (
     Tool,
     as_lc_tools,
@@ -82,7 +83,7 @@ class Agent(ControlFlowModel, abc.ABC):
         default=False,
         description="If True, the agent is given tools for interacting with a human user.",
     )
-    memories: list[Memory] = Field(
+    memories: list[Memory] | list[AsyncMemory] = Field(
         default=[],
         description="A list of memory modules for the agent to use.",
     )
diff --git a/src/controlflow/defaults.py b/src/controlflow/defaults.py
index 39e52ad9..b5836e9a 100644
--- a/src/controlflow/defaults.py
+++ b/src/controlflow/defaults.py
@@ -6,6 +6,7 @@
 import controlflow.utilities
 import controlflow.utilities.logging
 from controlflow.llm.models import BaseChatModel
+from controlflow.memory.async_memory import AsyncMemoryProvider, get_memory_provider
 from controlflow.memory.memory import MemoryProvider, get_memory_provider
 from controlflow.utilities.general import ControlFlowModel
 
@@ -39,7 +40,9 @@ class Defaults(ControlFlowModel):
     model: Optional[Any]
     history: History
     agent: Agent
-    memory_provider: Optional[Union[MemoryProvider, str]]
+    memory_provider: (
+        Optional[Union[MemoryProvider, str]] | Optional[Union[AsyncMemoryProvider, str]]
+    )
 
     # add more defaults here
     def __repr__(self) -> str:
diff --git a/src/controlflow/llm/models.py b/src/controlflow/llm/models.py
index 6938e197..11a66c8e 100644
--- a/src/controlflow/llm/models.py
+++ b/src/controlflow/llm/models.py
@@ -60,6 +60,14 @@ def get_model(
                 "To use Groq as an LLM provider, please install the `langchain_groq` package."
             )
         cls = ChatGroq
+    elif provider == "ollama":
+        try:
+            from langchain_ollama import ChatOllama
+        except ImportError:
+            raise ImportError(
+                "To use Ollama as an LLM provider, please install the `langchain-ollama` package."
+            )
+        cls = ChatOllama
     else:
         raise ValueError(
             f"Could not load provider `{provider}` automatically. Please provide the LLM class manually."
diff --git a/src/controlflow/memory/__init__.py b/src/controlflow/memory/__init__.py
index db0261eb..49f6baf2 100644
--- a/src/controlflow/memory/__init__.py
+++ b/src/controlflow/memory/__init__.py
@@ -1 +1,2 @@
 from .memory import Memory
+from .async_memory import AsyncMemory
diff --git a/src/controlflow/memory/async_memory.py b/src/controlflow/memory/async_memory.py
new file mode 100644
index 00000000..a0ea3a20
--- /dev/null
+++ b/src/controlflow/memory/async_memory.py
@@ -0,0 +1,149 @@
+import abc
+import re
+from typing import Dict, List, Optional, Union
+
+from pydantic import Field, field_validator, model_validator
+
+import controlflow
+from controlflow.tools.tools import Tool
+from controlflow.utilities.general import ControlFlowModel, unwrap
+from controlflow.utilities.logging import get_logger
+
+logger = get_logger("controlflow.memory")
+
+
+def sanitize_memory_key(key: str) -> str:
+    # Remove any characters that are not alphanumeric or underscore
+    return re.sub(r"[^a-zA-Z0-9_]", "", key)
+
+
+class AsyncMemoryProvider(ControlFlowModel, abc.ABC):
+    async def configure(self, memory_key: str) -> None:
+        """Configure the provider for a specific memory."""
+        pass
+
+    @abc.abstractmethod
+    async def add(self, memory_key: str, content: str) -> str:
+        """Create a new memory and return its ID."""
+        pass
+
+    @abc.abstractmethod
+    async def delete(self, memory_key: str, memory_id: str) -> None:
+        """Delete a memory by its ID."""
+        pass
+
+    @abc.abstractmethod
+    async def search(self, memory_key: str, query: str, n: int = 20) -> Dict[str, str]:
+        """Search for n memories using a string query."""
+        pass
+
+
+class AsyncMemory(ControlFlowModel):
+    """
+    A memory module is a partitioned collection of memories that are stored in a
+    vector database, configured by a MemoryProvider.
+    """
+
+    key: str
+    instructions: str = Field(
+        description="Explain what this memory is for and how it should be used."
+    )
+    provider: AsyncMemoryProvider = Field(
+        default_factory=lambda: controlflow.defaults.memory_provider,
+        validate_default=True,
+    )
+
+    def __hash__(self) -> int:
+        return id(self)
+
+    @field_validator("provider", mode="before")
+    @classmethod
+    def validate_provider(
+        cls, v: Optional[Union[AsyncMemoryProvider, str]]
+    ) -> AsyncMemoryProvider:
+        if isinstance(v, str):
+            return get_memory_provider(v)
+        if v is None:
+            raise ValueError(
+                unwrap(
+                    """
+                    Memory modules require a MemoryProvider to configure the
+                    underlying vector database. No provider was passed as an
+                    argument, and no default value has been configured. 
+                    
+                    For more information on configuring a memory provider, see
+                    the [Memory
+                    documentation](https://controlflow.ai/patterns/memory), and
+                    please review the [default provider
+                    guide](https://controlflow.ai/guides/default-memory) for
+                    information on configuring a default provider.
+                    
+                    Please note that if you are using ControlFlow for the first
+                    time, this error is expected because ControlFlow does not include
+                    vector dependencies by default.
+                    """
+                )
+            )
+        return v
+
+    @field_validator("key")
+    @classmethod
+    def validate_key(cls, v: str) -> str:
+        sanitized = sanitize_memory_key(v)
+        if sanitized != v:
+            raise ValueError(
+                "Memory key must contain only alphanumeric characters and underscores"
+            )
+        return sanitized
+
+    async def _configure_provider(self):
+        await self.provider.configure(self.key)
+        return self
+
+    async def add(self, content: str) -> str:
+        return await self.provider.add(self.key, content)
+
+    async def delete(self, memory_id: str) -> None:
+        await self.provider.delete(self.key, memory_id)
+
+    async def search(self, query: str, n: int = 20) -> Dict[str, str]:
+        return await self.provider.search(self.key, query, n)
+
+    def get_tools(self) -> List[Tool]:
+        return [
+            Tool.from_function(
+                self.add,
+                name=f"store_memory_{self.key}",
+                description=f'Create a new memory in Memory: "{self.key}".',
+            ),
+            Tool.from_function(
+                self.delete,
+                name=f"delete_memory_{self.key}",
+                description=f'Delete a memory by its ID from Memory: "{self.key}".',
+            ),
+            Tool.from_function(
+                self.search,
+                name=f"search_memories_{self.key}",
+                description=f'Search for memories relevant to a string query in Memory: "{self.key}". Returns a dictionary of memory IDs and their contents.',
+            ),
+        ]
+
+
+def get_memory_provider(provider: str) -> AsyncMemoryProvider:
+    logger.debug(f"Loading memory provider: {provider}")
+
+    # --- async postgres ---
+
+    if provider.startswith("async-postgres"):
+        try:
+            import sqlalchemy
+        except ImportError:
+            raise ImportError(
+                """To use async Postgres as a memory provider, please install the `sqlalchemy, `psycopg-pool`,
+                    `psycopg-binary`, and `psycopg` packages."""
+            )
+
+        import controlflow.memory.providers.postgres as postgres_providers
+
+        return postgres_providers.AsyncPostgresMemory()
+    raise ValueError(f'Memory provider "{provider}" could not be loaded from a string.')
diff --git a/src/controlflow/memory/memory.py b/src/controlflow/memory/memory.py
index 1e0dd840..18d28e4d 100644
--- a/src/controlflow/memory/memory.py
+++ b/src/controlflow/memory/memory.py
@@ -172,10 +172,12 @@ def get_memory_provider(provider: str) -> MemoryProvider:
             import sqlalchemy
         except ImportError:
             raise ImportError(
-                "To use Postgres as a memory provider, please install the `sqlalchemy` package."
+                """To use Postgres as a memory provider, please install the `sqlalchemy, `psycopg-pool`,
+                    `psycopg-binary`, and `psycopg` `psycopg2-binary` packages."""
             )
 
         import controlflow.memory.providers.postgres as postgres_providers
 
         return postgres_providers.PostgresMemory()
+
     raise ValueError(f'Memory provider "{provider}" could not be loaded from a string.')
diff --git a/src/controlflow/memory/providers/postgres.py b/src/controlflow/memory/providers/postgres.py
index 6887722a..4ba8bcc8 100644
--- a/src/controlflow/memory/providers/postgres.py
+++ b/src/controlflow/memory/providers/postgres.py
@@ -1,16 +1,25 @@
 import uuid
 from typing import Callable, Dict, Optional
 
+# async pg
+import anyio
 import sqlalchemy
 from pgvector.sqlalchemy import Vector
 from pydantic import Field
 from sqlalchemy import Column, String, select, text
 from sqlalchemy.dialects.postgresql import ARRAY
 from sqlalchemy.exc import ProgrammingError
+from sqlalchemy.ext.asyncio import (
+    AsyncEngine,
+    AsyncSession,
+    async_sessionmaker,
+    create_async_engine,
+)
 from sqlalchemy.orm import Session, declarative_base, sessionmaker
 from sqlalchemy_utils import create_database, database_exists
 
 import controlflow
+from controlflow.memory.async_memory import AsyncMemoryProvider
 from controlflow.memory.memory import MemoryProvider
 
 try:
@@ -72,6 +81,32 @@ class PostgresMemory(MemoryProvider):
         description="A function that turns a string into a vector.",
     )
 
+    # Connection pool settings
+    pool_size: int = Field(
+        5,
+        description="Number of connections to keep open in the pool.",
+    )
+
+    max_overflow: int = Field(
+        10,
+        description="Number of connections to allow that can overflow the pool.",
+    )
+
+    pool_timeout: int = Field(
+        30,
+        description="Number of seconds to wait before giving up on getting a connection.",
+    )
+
+    pool_recycle: int = Field(
+        1800,
+        description="Number of seconds a connection can be idle before being recycled.",
+    )
+
+    pool_pre_ping: bool = Field(
+        True,
+        description="Check the connection health upon checkout.",
+    )
+
     # Internal: keep a cached Session maker
     _SessionLocal: Optional[sessionmaker] = None
 
@@ -80,10 +115,17 @@ class PostgresMemory(MemoryProvider):
 
     def configure(self, memory_key: str) -> None:
         """
-        Configure a SQLAlchemy session and ensure the table for this
+        Configure a SQLAlchemy session w/connection pooling and ensure the table for this
         memory partition is created if it does not already exist.
         """
-        engine = sqlalchemy.create_engine(self.database_url)
+        engine = sqlalchemy.create_engine(
+            self.database_url,
+            pool_size=self.pool_size,
+            max_overflow=self.max_overflow,
+            pool_timeout=self.pool_timeout,
+            pool_recycle=self.pool_recycle,
+            pool_pre_ping=self.pool_pre_ping,
+        )
 
         # 2) If DB doesn't exist, create it!
         if not database_exists(engine.url):
@@ -195,3 +237,221 @@ def search(self, memory_key: str, query: str, n: int = 20) -> Dict[str, str]:
             ).all()
 
         return {row.id: row.text for row in results}
+
+
+class AsyncPostgresMemory(AsyncMemoryProvider):
+    """
+    An async MemoryProvider storing text + embeddings in PostgreSQL
+    using SQLAlchemy + pg_vector, but with full async support.
+    """
+
+    database_url: str = Field(
+        default="postgresql+asyncpg://user:password@localhost:5432/your_database",
+        description="Async Postgres URL with the asyncpg driver, e.g. "
+        "'postgresql+asyncpg://user:pass@host:5432/dbname'.",
+    )
+
+    table_name: str = Field(
+        "memory_{key}",
+        description="""
+            Name of the table for this memory partition. "{key}" gets replaced by the memory key.
+        """,
+    )
+
+    embedding_dimension: int = Field(
+        default=1536,
+        description="Dimension of the embedding vectors. Must match your model output size.",
+    )
+
+    embedding_fn: Callable = Field(
+        default_factory=lambda: OpenAIEmbeddings(model="text-embedding-ada-002"),
+        description="Function that turns a string into a numeric vector.",
+    )
+
+    # -- Pool / Engine settings (SQLAlchemy will do the pooling)
+    pool_size: int = Field(
+        5, description="Number of permanent connections in the async pool."
+    )
+    max_overflow: int = Field(
+        10, description="Number of 'overflow' connections if the pool is full."
+    )
+    pool_timeout: int = Field(
+        30, description="Seconds to wait for a connection before raising an error."
+    )
+    pool_recycle: int = Field(
+        1800,
+        description="Recycle connections after N seconds to avoid stale connections.",
+    )
+    pool_pre_ping: bool = Field(
+        True, description="Check connection health before using from the pool."
+    )
+
+    # We'll store an async engine + session factory:
+    _engine: Optional[AsyncEngine] = None
+    _SessionLocal: Optional[async_sessionmaker[AsyncSession]] = None
+
+    # Cache for dynamically generated table classes
+    _table_class_cache: Dict[str, Base] = {}
+
+    _configured: bool = False
+
+    async def configure(self, memory_key: str) -> None:
+        """
+        1) Create an async engine.
+        2) Optionally create the DB if it doesn't exist (requires sync workaround).
+        3) Install pgvector extension.
+        4) Generate the memory table if missing.
+        5) Initialize the async sessionmaker.
+        """
+        if self._configured:
+            return
+        # 1) Create an async engine. Use the asyncpg dialect.
+        #    The pool settings are configured in 'create_async_engine' with 'pool_size', etc.
+        else:
+            self._engine = create_async_engine(
+                self.database_url,
+                pool_size=self.pool_size,
+                max_overflow=self.max_overflow,
+                pool_timeout=self.pool_timeout,
+                pool_recycle=self.pool_recycle,
+                pool_pre_ping=self.pool_pre_ping,
+            )
+
+            exists = await anyio.to_thread.run_sync(database_exists, self.database_url)
+            if not exists:
+                await anyio.to_thread.run_sync(create_database, self.database_url)
+
+            # 3) Run migrations / create extension in an async context:
+            async with self._engine.begin() as conn:
+                # Create the pgvector extension if not exists
+                await conn.execute(text("CREATE EXTENSION IF NOT EXISTS vector"))
+                # We'll create the table for the memory_key specifically
+                # (1) Build the dynamic table class
+                table_name = self.table_name.format(key=memory_key)
+                if table_name not in Base.metadata.tables:
+                    memory_model = type(
+                        f"SQLMemoryTable_{memory_key}",
+                        (SQLMemoryTable,),
+                        {
+                            "__tablename__": table_name,
+                            "vector": Column(Vector(dim=self.embedding_dimension)),
+                        },
+                    )
+                    self._table_class_cache[table_name] = memory_model
+
+                    # (2) Actually create it (async):
+                    def _sync_create(connection):
+                        """Helper function to run table creation in sync context."""
+                        Base.metadata.create_all(
+                            connection, tables=[memory_model.__table__]
+                        )
+
+                    try:
+                        await conn.run_sync(_sync_create)
+                    except ProgrammingError as e:
+                        raise RuntimeError(
+                            f"Failed to create table '{table_name}': {e}"
+                        )
+
+            # 4) Now that the DB and table are ready, create a session factory
+            self._SessionLocal = async_sessionmaker(
+                self._engine,
+                expire_on_commit=False,
+            )
+
+            self._configured = True
+
+    def _get_table(self, memory_key: str) -> Base:
+        """
+        Return or create the dynamic model class for 'memory_{key}' table.
+        """
+        table_name = self.table_name.format(key=memory_key)
+        if table_name in self._table_class_cache:
+            return self._table_class_cache[table_name]
+
+        # If not found, define it at runtime (we won't auto-create it here though)
+        memory_model = type(
+            f"SQLMemoryTable_{memory_key}",
+            (SQLMemoryTable,),
+            {
+                "__tablename__": table_name,
+                "vector": Column(Vector(dim=self.embedding_dimension)),
+            },
+        )
+        self._table_class_cache[table_name] = memory_model
+        return memory_model
+
+    async def add(self, memory_key: str, content: str) -> str:
+        """
+        Insert a new record with an embedding vector.
+        Returns the inserted record's UUID.
+        """
+        # lazy config
+        if not self._configured:
+            await self.configure(memory_key)
+
+        if not self._SessionLocal:
+            raise RuntimeError("Call 'configure(...)' before using this provider.")
+
+        memory_id = str(uuid.uuid4())
+        model_cls = self._get_table(memory_key)
+        embedding = self.embedding_fn.embed_query(content)
+
+        async with self._SessionLocal() as session:
+            record = model_cls(
+                id=memory_id,
+                text=content,
+                vector=embedding,
+            )
+            session.add(record)
+            await session.commit()
+
+        return memory_id
+
+    async def delete(self, memory_key: str, memory_id: str) -> None:
+        """
+        Delete a record by UUID.
+        """
+        # lazy config
+        if not self._configured:
+            await self.configure(memory_key)
+
+        if not self._SessionLocal:
+            raise RuntimeError("Not configured. Call 'configure(...)' first.")
+
+        model_cls = self._get_table(memory_key)
+
+        async with self._SessionLocal() as session:
+            await session.execute(
+                sqlalchemy.delete(model_cls).where(model_cls.id == memory_id)
+            )
+            await session.commit()
+
+    async def search(self, memory_key: str, query: str, n: int = 20) -> Dict[str, str]:
+        """
+        Async nearest-neighbor search via pgvector <-> operator or .l2_distance(),
+        returning up to N results as {id: text}.
+        """
+
+        # lazy config
+        if not self._configured:
+            await self.configure(memory_key)
+
+        if not self._SessionLocal:
+            raise RuntimeError("Not configured. Call 'configure(...)' first.")
+
+        model_cls = self._get_table(memory_key)
+        embedding = self.embedding_fn.embed_query(query)
+        embedding_col = model_cls.vector
+
+        async with self._SessionLocal() as session:
+            # Example using l2_distance:
+            results = await session.execute(
+                select(model_cls.id, model_cls.text)
+                .order_by(embedding_col.l2_distance(embedding))
+                .limit(n)
+            )
+            rows = results.all()
+
+        # Convert list of Row objects -> dict
+        return {row.id: row.text for row in rows}
diff --git a/src/controlflow/orchestration/orchestrator.py b/src/controlflow/orchestration/orchestrator.py
index 2fbdccec..03a09dec 100644
--- a/src/controlflow/orchestration/orchestrator.py
+++ b/src/controlflow/orchestration/orchestrator.py
@@ -21,6 +21,7 @@
 from controlflow.instructions import get_instructions
 from controlflow.llm.messages import BaseMessage
 from controlflow.memory import Memory
+from controlflow.memory.async_memory import AsyncMemory
 from controlflow.orchestration.conditions import (
     AllComplete,
     FnCondition,
@@ -187,7 +188,7 @@ def get_tools(self) -> list[Tool]:
         tools = as_tools(tools)
         return tools
 
-    def get_memories(self) -> list[Memory]:
+    def get_memories(self) -> list[Memory] | list[AsyncMemory]:
         memories = set()
 
         memories.update(self.agent.memories)
diff --git a/src/controlflow/orchestration/prompt_templates.py b/src/controlflow/orchestration/prompt_templates.py
index 58de81eb..4a74df15 100644
--- a/src/controlflow/orchestration/prompt_templates.py
+++ b/src/controlflow/orchestration/prompt_templates.py
@@ -4,6 +4,7 @@
 
 from controlflow.agents.agent import Agent
 from controlflow.flows import Flow
+from controlflow.memory.async_memory import AsyncMemory
 from controlflow.memory.memory import Memory
 from controlflow.tasks.task import Task
 from controlflow.tools.tools import Tool
@@ -97,7 +98,7 @@ def should_render(self) -> bool:
 
 class MemoryTemplate(Template):
     template_path: str = "memories.jinja"
-    memories: list[Memory]
+    memories: list[Memory] | list[AsyncMemory]
 
     def should_render(self) -> bool:
         return bool(self.memories)
diff --git a/src/controlflow/tasks/task.py b/src/controlflow/tasks/task.py
index 44a55070..b08a548d 100644
--- a/src/controlflow/tasks/task.py
+++ b/src/controlflow/tasks/task.py
@@ -37,6 +37,7 @@
 import controlflow
 from controlflow.agents import Agent
 from controlflow.instructions import get_instructions
+from controlflow.memory.async_memory import AsyncMemory
 from controlflow.memory.memory import Memory
 from controlflow.tools import Tool, tool
 from controlflow.tools.input import cli_input
@@ -161,7 +162,7 @@ class Task(ControlFlowModel):
         description="Agents that are allowed to mark this task as complete. If None, all agents are allowed.",
     )
     interactive: bool = False
-    memories: list[Memory] = Field(
+    memories: list[Memory] | list[AsyncMemory] = Field(
         default=[],
         description="A list of memory modules for the task to use.",
     )
diff --git a/tests/llm/test_models.py b/tests/llm/test_models.py
index b46bb0d0..fe2e3c27 100644
--- a/tests/llm/test_models.py
+++ b/tests/llm/test_models.py
@@ -2,6 +2,7 @@
 from langchain_anthropic import ChatAnthropic
 from langchain_google_genai import ChatGoogleGenerativeAI
 from langchain_groq import ChatGroq
+from langchain_ollama import ChatOllama
 from langchain_openai import AzureChatOpenAI, ChatOpenAI
 
 from controlflow.llm.models import get_model
@@ -45,6 +46,10 @@ def test_get_groq_model(monkeypatch):
     assert isinstance(model, ChatGroq)
     assert model.model_name == "mixtral-8x7b-32768"
 
+def test_get_ollama_model(monkeypatch):
+    model = get_model("ollama/qwen2.5")
+    assert isinstance(model, ChatOllama)
+    assert model.model == "qwen2.5"
 
 def test_get_model_with_invalid_format():
     with pytest.raises(ValueError, match="The model `gpt-4o` is not valid."):
diff --git a/uv.lock b/uv.lock
index d118f666..23fd7d71 100644
--- a/uv.lock
+++ b/uv.lock
@@ -755,18 +755,28 @@ wheels = [
 
 [[package]]
 name = "controlflow"
-version = "0.11.1.dev1+g60674fa.d20241016"
+version = "0.11.4.dev43+g191789e.d20250109"
 source = { editable = "." }
 dependencies = [
     { name = "ipython" },
     { name = "jinja2" },
+    { name = "lancedb" },
     { name = "langchain-anthropic" },
     { name = "langchain-core" },
     { name = "langchain-openai" },
     { name = "markdownify" },
     { name = "openai" },
+    { name = "pgvector" },
     { name = "prefect" },
+    { name = "psycopg" },
+    { name = "psycopg-binary" },
+    { name = "psycopg-pool" },
+    { name = "psycopg2-binary" },
+    { name = "pydantic-async-validation" },
     { name = "pydantic-settings" },
+    { name = "python-dotenv" },
+    { name = "sqlalchemy" },
+    { name = "sqlalchemy-utils" },
     { name = "textual" },
     { name = "tiktoken" },
     { name = "typer" },
@@ -815,9 +825,10 @@ requires-dist = [
     { name = "chromadb", marker = "extra == 'tests'" },
     { name = "controlflow", extras = ["tests"], marker = "extra == 'dev'" },
     { name = "duckduckgo-search", marker = "extra == 'tests'" },
-    { name = "ipython" },
+    { name = "ipython", specifier = ">=8.18.1" },
     { name = "ipython", marker = "extra == 'dev'" },
     { name = "jinja2", specifier = ">=3.1.4" },
+    { name = "lancedb", specifier = ">=0.17.0" },
     { name = "langchain-anthropic", specifier = ">=0.2" },
     { name = "langchain-community", marker = "extra == 'tests'" },
     { name = "langchain-core", specifier = ">=0.3" },
@@ -826,10 +837,16 @@ requires-dist = [
     { name = "langchain-openai", specifier = ">=0.2" },
     { name = "markdownify", specifier = ">=0.12.1" },
     { name = "mypy", marker = "extra == 'dev'" },
-    { name = "openai", specifier = "<1.47" },
+    { name = "openai", specifier = ">=1.55.3" },
     { name = "pdbpp", marker = "extra == 'dev'" },
+    { name = "pgvector", specifier = ">=0.3.6" },
     { name = "pre-commit", marker = "extra == 'dev'" },
     { name = "prefect", specifier = ">=3.0" },
+    { name = "psycopg", specifier = ">=3.2.3" },
+    { name = "psycopg-binary", specifier = ">=3.2.3" },
+    { name = "psycopg-pool", specifier = ">=3.2.4" },
+    { name = "psycopg2-binary", specifier = ">=2.9.10" },
+    { name = "pydantic-async-validation", specifier = ">=0.3.0" },
     { name = "pydantic-settings", specifier = ">=2.2.1" },
     { name = "pytest", marker = "extra == 'tests'", specifier = ">=7.0" },
     { name = "pytest-asyncio", marker = "extra == 'tests'", specifier = ">=0.18.2,!=0.22.0,<0.23.0" },
@@ -838,7 +855,10 @@ requires-dist = [
     { name = "pytest-sugar", marker = "extra == 'tests'", specifier = ">=0.9,<2.0" },
     { name = "pytest-timeout", marker = "extra == 'tests'" },
     { name = "pytest-xdist", marker = "extra == 'tests'" },
+    { name = "python-dotenv", specifier = ">=1.0.1" },
     { name = "ruff", marker = "extra == 'dev'", specifier = ">=0.3.4" },
+    { name = "sqlalchemy", specifier = ">=2.0.36" },
+    { name = "sqlalchemy-utils", specifier = ">=0.41.2" },
     { name = "textual", specifier = ">=0.61.1" },
     { name = "textual-dev", marker = "extra == 'dev'" },
     { name = "tiktoken", specifier = ">=0.7.0" },
@@ -962,6 +982,18 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/20/8d/778b7d51b981a96554f29136cd59ca7880bf58094338085bcf2a979a0e6a/Deprecated-1.2.14-py2.py3-none-any.whl", hash = "sha256:6fac8b097794a90302bdbb17b9b815e732d3c4720583ff1b198499d78470466c", size = 9561 },
 ]
 
+[[package]]
+name = "deprecation"
+version = "2.1.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "packaging" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/5a/d3/8ae2869247df154b64c1884d7346d412fed0c49df84db635aab2d1c40e62/deprecation-2.1.0.tar.gz", hash = "sha256:72b3bde64e5d778694b0cf68178aed03d15e15477116add3fb773e581f9518ff", size = 173788 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/02/c3/253a89ee03fc9b9682f1541728eb66db7db22148cd94f89ab22528cd1e1b/deprecation-2.1.0-py2.py3-none-any.whl", hash = "sha256:a10811591210e1fb0e768a8c25517cabeabcba6f0bf96564f8ff45189f90b14a", size = 11178 },
+]
+
 [[package]]
 name = "distlib"
 version = "0.3.9"
@@ -1649,10 +1681,9 @@ version = "8.5.0"
 source = { registry = "https://pypi.org/simple" }
 resolution-markers = [
     "python_full_version < '3.11'",
-    "python_full_version == '3.11.*'",
 ]
 dependencies = [
-    { name = "zipp", marker = "python_full_version < '3.12'" },
+    { name = "zipp", marker = "python_full_version < '3.11'" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/cd/12/33e59336dca5be0c398a7482335911a33aa0e20776128f038019f1a95f1b/importlib_metadata-8.5.0.tar.gz", hash = "sha256:71522656f0abace1d072b9e5481a48f07c138e00f079c38c8f883823f9c26bd7", size = 55304 }
 wheels = [
@@ -1877,6 +1908,27 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/fb/a8/17f5e28cecdbd6d48127c22abdb794740803491f422a11905c4569d8e139/kubernetes-31.0.0-py2.py3-none-any.whl", hash = "sha256:bf141e2d380c8520eada8b351f4e319ffee9636328c137aa432bc486ca1200e1", size = 1857013 },
 ]
 
+[[package]]
+name = "lancedb"
+version = "0.17.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "deprecation" },
+    { name = "overrides" },
+    { name = "packaging" },
+    { name = "pydantic" },
+    { name = "pylance" },
+    { name = "tqdm" },
+]
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/fb/ed/58e04eaf815acd6b75ad7db8a6a61d01eccc5cb2191d431c0d5f234cf20a/lancedb-0.17.0-cp39-abi3-macosx_10_15_x86_64.whl", hash = "sha256:40aac1583edda390e51189c4e95bdfd4768d23705234e12a7b81957f1143df42", size = 26393821 },
+    { url = "https://files.pythonhosted.org/packages/87/a9/14807f23f0fb415453626ba4ea7431ab62f0906bd0ef1df24680fd5ae2df/lancedb-0.17.0-cp39-abi3-macosx_11_0_arm64.whl", hash = "sha256:895bed499dae61cac1dbfc40ad71a566e06ab5c8d538aa57873a0cba859f8a7a", size = 24846600 },
+    { url = "https://files.pythonhosted.org/packages/a5/46/4a5af607b9904d76344b56e62d6799ce7ae8f6c835bf05d1678313ca877f/lancedb-0.17.0-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:3ea688d0f63796ee912a7cfe6667f36661e36756fa8340b94dd54d666a7db63f", size = 30443392 },
+    { url = "https://files.pythonhosted.org/packages/eb/03/4eb452f02a740ab1cfa334570384f10810890b2670ef6277af7abcb0039d/lancedb-0.17.0-cp39-abi3-manylinux_2_24_aarch64.whl", hash = "sha256:f51a61950ead30a605b5653a81e8362e4aac6fec32705b88b9c9319e9308b2bb", size = 28242872 },
+    { url = "https://files.pythonhosted.org/packages/b2/11/c48248f984dfd8dfec0bb074465ca697cf64b6b71b0aa199c15ad0153597/lancedb-0.17.0-cp39-abi3-manylinux_2_28_x86_64.whl", hash = "sha256:07e6f10b3fcbeb6c737996e5ebd68d04c3ca2656a9b8b970111ecf368245e7f6", size = 29925342 },
+    { url = "https://files.pythonhosted.org/packages/34/b9/a3d4bfdaefbc9098ef18bff2cf403c6060f70894c5022983464f9c3db367/lancedb-0.17.0-cp39-abi3-win_amd64.whl", hash = "sha256:9d7e82f83f430d906c285d3303729258b21b1cc8da634c9f7017e354bcb7318a", size = 27511050 },
+]
+
 [[package]]
 name = "langchain"
 version = "0.3.3"
@@ -2607,7 +2659,7 @@ wheels = [
 
 [[package]]
 name = "openai"
-version = "1.46.1"
+version = "1.58.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "anyio" },
@@ -2619,9 +2671,9 @@ dependencies = [
     { name = "tqdm" },
     { name = "typing-extensions" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/fc/6b/470673304605c4aa4ee899dbab6ea12f6a0844e3ee7970ce7ecae0c89aea/openai-1.46.1.tar.gz", hash = "sha256:e5cf7f268bf516de23686d496c9dae7f0dcdcd0e87af4d288deeab8329fcbbaf", size = 297547 }
+sdist = { url = "https://files.pythonhosted.org/packages/27/3c/b1ecce430ed56fa3ac1b0676966d3250aab9c70a408232b71e419ea62148/openai-1.58.1.tar.gz", hash = "sha256:f5a035fd01e141fc743f4b0e02c41ca49be8fab0866d3b67f5f29b4f4d3c0973", size = 343411 }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/da/14/aabc614d8c446cb32043ed397dd8536a8f4c43a92c6609c05a958be9b960/openai-1.46.1-py3-none-any.whl", hash = "sha256:7517f07117cf66012bbc55c49fd6b983eaac0f3d2a09c90cba1140d4455e4290", size = 375150 },
+    { url = "https://files.pythonhosted.org/packages/8e/5a/d22cd07f1a99b9e8b3c92ee0c1959188db4318828a3d88c9daac120bdd69/openai-1.58.1-py3-none-any.whl", hash = "sha256:e2910b1170a6b7f88ef491ac3a42c387f08bd3db533411f7ee391d166571d63c", size = 454279 },
 ]
 
 [[package]]
@@ -3053,6 +3105,18 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/9e/c3/059298687310d527a58bb01f3b1965787ee3b40dce76752eda8b44e9a2c5/pexpect-4.9.0-py2.py3-none-any.whl", hash = "sha256:7236d1e080e4936be2dc3e326cec0af72acf9212a7e1d060210e70a47e253523", size = 63772 },
 ]
 
+[[package]]
+name = "pgvector"
+version = "0.3.6"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "numpy" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/7d/d8/fd6009cee3e03214667df488cdcf9609461d729968da94e4f95d6359d304/pgvector-0.3.6.tar.gz", hash = "sha256:31d01690e6ea26cea8a633cde5f0f55f5b246d9c8292d68efdef8c22ec994ade", size = 25421 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/fb/81/f457d6d361e04d061bef413749a6e1ab04d98cfeec6d8abcfe40184750f3/pgvector-0.3.6-py3-none-any.whl", hash = "sha256:f6c269b3c110ccb7496bac87202148ed18f34b390a0189c783e351062400a75a", size = 24880 },
+]
+
 [[package]]
 name = "platformdirs"
 version = "4.3.6"
@@ -3130,7 +3194,6 @@ dependencies = [
     { name = "httpcore" },
     { name = "httpx", extra = ["http2"] },
     { name = "humanize" },
-    { name = "importlib-metadata", version = "8.4.0", source = { registry = "https://pypi.org/simple" }, marker = "python_version < '0'" },
     { name = "importlib-metadata", version = "8.5.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.10'" },
     { name = "jinja2" },
     { name = "jinja2-humanize-extension" },
@@ -3320,6 +3383,158 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/33/90/f198a61df8381fb43ae0fe81b3d2718e8dcc51ae8502c7657ab9381fbc4f/protobuf-4.25.5-py3-none-any.whl", hash = "sha256:0aebecb809cae990f8129ada5ca273d9d670b76d9bfc9b1809f0a9c02b7dbf41", size = 156467 },
 ]
 
+[[package]]
+name = "psycopg"
+version = "3.2.3"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "typing-extensions", marker = "python_full_version < '3.13'" },
+    { name = "tzdata", marker = "sys_platform == 'win32'" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/d1/ad/7ce016ae63e231575df0498d2395d15f005f05e32d3a2d439038e1bd0851/psycopg-3.2.3.tar.gz", hash = "sha256:a5764f67c27bec8bfac85764d23c534af2c27b893550377e37ce59c12aac47a2", size = 155550 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/ce/21/534b8f5bd9734b7a2fcd3a16b1ee82ef6cad81a4796e95ebf4e0c6a24119/psycopg-3.2.3-py3-none-any.whl", hash = "sha256:644d3973fe26908c73d4be746074f6e5224b03c1101d302d9a53bf565ad64907", size = 197934 },
+]
+
+[[package]]
+name = "psycopg-binary"
+version = "3.2.3"
+source = { registry = "https://pypi.org/simple" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/64/1c/1fc9d53844c15059b98b27d7037a8af87e43832e367c88c8ee43b8bb650f/psycopg_binary-3.2.3-cp310-cp310-macosx_12_0_x86_64.whl", hash = "sha256:965455eac8547f32b3181d5ec9ad8b9be500c10fe06193543efaaebe3e4ce70c", size = 3383146 },
+    { url = "https://files.pythonhosted.org/packages/fb/80/0d0eca43756578738a14f747b3d27e8e22ba468765071eaf61cd517c52a3/psycopg_binary-3.2.3-cp310-cp310-macosx_14_0_arm64.whl", hash = "sha256:71adcc8bc80a65b776510bc39992edf942ace35b153ed7a9c6c573a6849ce308", size = 3504185 },
+    { url = "https://files.pythonhosted.org/packages/7c/02/1db86752a2a663cf59d410374e9aced220d1a883a64b7256ed1171685a27/psycopg_binary-3.2.3-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:f73adc05452fb85e7a12ed3f69c81540a8875960739082e6ea5e28c373a30774", size = 4469268 },
+    { url = "https://files.pythonhosted.org/packages/59/04/b8cbc84f494247fa887dcc5cba15f99d261dc44b94fbb10fdaa44c4d6dac/psycopg_binary-3.2.3-cp310-cp310-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:e8630943143c6d6ca9aefc88bbe5e76c90553f4e1a3b2dc339e67dc34aa86f7e", size = 4270625 },
+    { url = "https://files.pythonhosted.org/packages/74/94/851a58aeab1e2aa30a564133f84229242b2fc774eabb3fc5c164b2423dcd/psycopg_binary-3.2.3-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:3bffb61e198a91f712cc3d7f2d176a697cb05b284b2ad150fb8edb308eba9002", size = 4515573 },
+    { url = "https://files.pythonhosted.org/packages/5a/95/e3e600687e59df7d5214e81d9aa2d324f2c5dece32068d66b03a4fd6edf6/psycopg_binary-3.2.3-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:dc4fa2240c9fceddaa815a58f29212826fafe43ce80ff666d38c4a03fb036955", size = 4214078 },
+    { url = "https://files.pythonhosted.org/packages/2e/1e/4b50e1a2c35a7ee1fc65f8a5fed36026c16b05c9549dc4247914dfbfa2f5/psycopg_binary-3.2.3-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:192a5f8496e6e1243fdd9ac20e117e667c0712f148c5f9343483b84435854c78", size = 3139319 },
+    { url = "https://files.pythonhosted.org/packages/a0/bb/fc88304a7b759d87ad79f538f1b605c23802f36963d207b6e8e9062a57bd/psycopg_binary-3.2.3-cp310-cp310-musllinux_1_2_i686.whl", hash = "sha256:64dc6e9ec64f592f19dc01a784e87267a64a743d34f68488924251253da3c818", size = 3118977 },
+    { url = "https://files.pythonhosted.org/packages/92/19/88e14b615291b472b616bb3078206eac63dd6cb806c79b12119b7c39e519/psycopg_binary-3.2.3-cp310-cp310-musllinux_1_2_ppc64le.whl", hash = "sha256:79498df398970abcee3d326edd1d4655de7d77aa9aecd578154f8af35ce7bbd2", size = 3224533 },
+    { url = "https://files.pythonhosted.org/packages/98/cd/6cedff641f1ffb7008b6c511233814d2934df8caf2ec93c50412c37e5f91/psycopg_binary-3.2.3-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:949551752930d5e478817e0b49956350d866b26578ced0042a61967e3fcccdea", size = 3258089 },
+    { url = "https://files.pythonhosted.org/packages/31/2c/8059fbcd513d4b7c9e25dd93c438ab174e8ce389b85d8432b4ce3c0e8958/psycopg_binary-3.2.3-cp310-cp310-win_amd64.whl", hash = "sha256:80a2337e2dfb26950894c8301358961430a0304f7bfe729d34cc036474e9c9b1", size = 2921689 },
+    { url = "https://files.pythonhosted.org/packages/3d/78/8e8b4063b5cd1cc91cc100fc3e9296b96f52c9a709750b24ade6cfa8021b/psycopg_binary-3.2.3-cp311-cp311-macosx_12_0_x86_64.whl", hash = "sha256:6d8f2144e0d5808c2e2aed40fbebe13869cd00c2ae745aca4b3b16a435edb056", size = 3391535 },
+    { url = "https://files.pythonhosted.org/packages/36/7f/04eed0c415d158a0fb1c196957b9c7faec43c7b50d20db05c62e5bd22c93/psycopg_binary-3.2.3-cp311-cp311-macosx_14_0_arm64.whl", hash = "sha256:94253be2b57ef2fea7ffe08996067aabf56a1eb9648342c9e3bad9e10c46e045", size = 3509175 },
+    { url = "https://files.pythonhosted.org/packages/0d/91/042fe504220a6e1a423e6a26d24f198da976b9cce11bc9ab7e9415bac08f/psycopg_binary-3.2.3-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:fda0162b0dbfa5eaed6cdc708179fa27e148cb8490c7d62e5cf30713909658ea", size = 4465647 },
+    { url = "https://files.pythonhosted.org/packages/35/7c/4cf02ee263431b306453b7b086ec8e91dcbd5008382d711e82afa829f73e/psycopg_binary-3.2.3-cp311-cp311-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:2c0419cdad8c70eaeb3116bb28e7b42d546f91baf5179d7556f230d40942dc78", size = 4267051 },
+    { url = "https://files.pythonhosted.org/packages/f5/9b/cea713d8d75621481ece2dfc7edae6e4f05dfbcaab28fac0dbff9b96fc3a/psycopg_binary-3.2.3-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:74fbf5dd3ef09beafd3557631e282f00f8af4e7a78fbfce8ab06d9cd5a789aae", size = 4517398 },
+    { url = "https://files.pythonhosted.org/packages/56/65/cd4165c45359f4117147b861c16c7b85afbd93cc9efac6116b13f62bc725/psycopg_binary-3.2.3-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:7d784f614e4d53050cbe8abf2ae9d1aaacf8ed31ce57b42ce3bf2a48a66c3a5c", size = 4210644 },
+    { url = "https://files.pythonhosted.org/packages/f3/80/14e7bf67613c4344e74fe6ac5c9876a7acb4ddc15e5455c54e24cdc087f8/psycopg_binary-3.2.3-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:4e76ce2475ed4885fe13b8254058be710ec0de74ebd8ef8224cf44a9a3358e5f", size = 3138032 },
+    { url = "https://files.pythonhosted.org/packages/7e/81/e18c36de78e0f7a491a754dc74c1bb6b16469d8c240b2add1e856801d567/psycopg_binary-3.2.3-cp311-cp311-musllinux_1_2_i686.whl", hash = "sha256:5938b257b04c851c2d1e6cb2f8c18318f06017f35be9a5fe761ee1e2e344dfb7", size = 3114329 },
+    { url = "https://files.pythonhosted.org/packages/48/39/07b0bf8355cb535ccdd58261a18fb6e786e175492363f5255b446fff6427/psycopg_binary-3.2.3-cp311-cp311-musllinux_1_2_ppc64le.whl", hash = "sha256:257c4aea6f70a9aef39b2a77d0658a41bf05c243e2bf41895eb02220ac6306f3", size = 3219579 },
+    { url = "https://files.pythonhosted.org/packages/64/ea/92c700989b5bdeb8e8e59732191547e32da732692d6c016830c82f9b4ac7/psycopg_binary-3.2.3-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:06b5cc915e57621eebf2393f4173793ed7e3387295f07fed93ed3fb6a6ccf585", size = 3257145 },
+    { url = "https://files.pythonhosted.org/packages/84/49/39f0875fd32a6d77cd22b44887df39eb470039b389c388cee4ba75c0bda7/psycopg_binary-3.2.3-cp311-cp311-win_amd64.whl", hash = "sha256:09baa041856b35598d335b1a74e19a49da8500acedf78164600694c0ba8ce21b", size = 2924948 },
+    { url = "https://files.pythonhosted.org/packages/55/6b/9805a5c743c1d54dcd035bd5c069202fde21b4cf69857ca40c2a55e69f8c/psycopg_binary-3.2.3-cp312-cp312-macosx_12_0_x86_64.whl", hash = "sha256:48f8ca6ee8939bab760225b2ab82934d54330eec10afe4394a92d3f2a0c37dd6", size = 3363376 },
+    { url = "https://files.pythonhosted.org/packages/a8/82/45ac156b20e08e8f556a323c9568a011c71cf6e734e49667a398719ce0e4/psycopg_binary-3.2.3-cp312-cp312-macosx_14_0_arm64.whl", hash = "sha256:5361ea13c241d4f0ec3f95e0bf976c15e2e451e9cc7ef2e5ccfc9d170b197a40", size = 3506449 },
+    { url = "https://files.pythonhosted.org/packages/e4/be/760cef50e1adfbc87dab2b05b30f544d7297040cce495835df9016556517/psycopg_binary-3.2.3-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:cb987f14af7da7c24f803111dbc7392f5070fd350146af3345103f76ea82e339", size = 4445757 },
+    { url = "https://files.pythonhosted.org/packages/b4/9c/bae6a9c6949aac577cc93f58705f649b50c62827038903bd75ff8956e63e/psycopg_binary-3.2.3-cp312-cp312-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:0463a11b1cace5a6aeffaf167920707b912b8986a9c7920341c75e3686277920", size = 4248376 },
+    { url = "https://files.pythonhosted.org/packages/e5/0e/9db06ef94e4a156f3ed06043ee4f370e21866b0e3b7959691c8c4abfb698/psycopg_binary-3.2.3-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:8b7be9a6c06518967b641fb15032b1ed682fd3b0443f64078899c61034a0bca6", size = 4487765 },
+    { url = "https://files.pythonhosted.org/packages/9f/5f/8afc32b60ee8bc5c4af51e7cf6c42d93a989a09609524d0a393106e300cd/psycopg_binary-3.2.3-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:64a607e630d9f4b2797f641884e52b9f8e239d35943f51bef817a384ec1678fe", size = 4188374 },
+    { url = "https://files.pythonhosted.org/packages/ed/5d/210cb75aff0296dc5c09bcf67babf8679905412d7a11357b983f0d877360/psycopg_binary-3.2.3-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:fa33ead69ed133210d96af0c63448b1385df48b9c0247eda735c5896b9e6dbbf", size = 3113180 },
+    { url = "https://files.pythonhosted.org/packages/40/ec/46b1a5cdb2fe995b8ec0376f0695003e97fed9ac077e090a3165ea15f735/psycopg_binary-3.2.3-cp312-cp312-musllinux_1_2_i686.whl", hash = "sha256:1f8b0d0e99d8e19923e6e07379fa00570be5182c201a8c0b5aaa9a4d4a4ea20b", size = 3099455 },
+    { url = "https://files.pythonhosted.org/packages/11/68/eaf85b3421b3f01b638dd6b16f4e9bc8de42eb1d000da62964fb29f8c823/psycopg_binary-3.2.3-cp312-cp312-musllinux_1_2_ppc64le.whl", hash = "sha256:709447bd7203b0b2debab1acec23123eb80b386f6c29e7604a5d4326a11e5bd6", size = 3189977 },
+    { url = "https://files.pythonhosted.org/packages/83/5a/cf94c3ba87ea6c8331aa0aba36a18a837a3231764457780661968804673e/psycopg_binary-3.2.3-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:5e37d5027e297a627da3551a1e962316d0f88ee4ada74c768f6c9234e26346d9", size = 3232263 },
+    { url = "https://files.pythonhosted.org/packages/0e/3a/9d912b16059e87b04e3eb4fca457f079d78d6468f627d5622fbda80e9378/psycopg_binary-3.2.3-cp312-cp312-win_amd64.whl", hash = "sha256:261f0031ee6074765096a19b27ed0f75498a8338c3dcd7f4f0d831e38adf12d1", size = 2912530 },
+    { url = "https://files.pythonhosted.org/packages/c6/bf/717c5e51c68e2498b60a6e9f1476cc47953013275a54bf8e23fd5082a72d/psycopg_binary-3.2.3-cp313-cp313-macosx_12_0_x86_64.whl", hash = "sha256:41fdec0182efac66b27478ac15ef54c9ebcecf0e26ed467eb7d6f262a913318b", size = 3360874 },
+    { url = "https://files.pythonhosted.org/packages/31/d5/6f9ad6fe5ef80ca9172bc3d028ebae8e9a1ee8aebd917c95c747a5efd85f/psycopg_binary-3.2.3-cp313-cp313-macosx_14_0_arm64.whl", hash = "sha256:07d019a786eb020c0f984691aa1b994cb79430061065a694cf6f94056c603d26", size = 3502320 },
+    { url = "https://files.pythonhosted.org/packages/fb/7b/c58dd26c27fe7a491141ca765c103e702872ff1c174ebd669d73d7fb0b5d/psycopg_binary-3.2.3-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:4c57615791a337378fe5381143259a6c432cdcbb1d3e6428bfb7ce59fff3fb5c", size = 4446950 },
+    { url = "https://files.pythonhosted.org/packages/ed/75/acf6a81c788007b7bc0a43b02c22eff7cb19a6ace9e84c32838e86083a3f/psycopg_binary-3.2.3-cp313-cp313-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:e8eb9a4e394926b93ad919cad1b0a918e9b4c846609e8c1cfb6b743683f64da0", size = 4252409 },
+    { url = "https://files.pythonhosted.org/packages/83/a5/8a01b923fe42acd185d53f24fb98ead717725ede76a4cd183ff293daf1f1/psycopg_binary-3.2.3-cp313-cp313-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:5905729668ef1418bd36fbe876322dcb0f90b46811bba96d505af89e6fbdce2f", size = 4488121 },
+    { url = "https://files.pythonhosted.org/packages/14/8f/b00e65e204340ab1259ecc8d4cc4c1f72c386be5ca7bfb90ae898a058d68/psycopg_binary-3.2.3-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:fd65774ed7d65101b314808b6893e1a75b7664f680c3ef18d2e5c84d570fa393", size = 4190653 },
+    { url = "https://files.pythonhosted.org/packages/ce/fc/ba830fc6c9b02b66d1e2fb420736df4d78369760144169a9046f04d72ac6/psycopg_binary-3.2.3-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:700679c02f9348a0d0a2adcd33a0275717cd0d0aee9d4482b47d935023629505", size = 3118074 },
+    { url = "https://files.pythonhosted.org/packages/b8/75/b62d06930a615435e909e05de126aa3d49f6ec2993d1aa6a99e7faab5570/psycopg_binary-3.2.3-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:96334bb64d054e36fed346c50c4190bad9d7c586376204f50bede21a913bf942", size = 3100457 },
+    { url = "https://files.pythonhosted.org/packages/57/e5/32dc7518325d0010813853a87b19c784d8b11fdb17f5c0e0c148c5ac77af/psycopg_binary-3.2.3-cp313-cp313-musllinux_1_2_ppc64le.whl", hash = "sha256:9099e443d4cc24ac6872e6a05f93205ba1a231b1a8917317b07c9ef2b955f1f4", size = 3192788 },
+    { url = "https://files.pythonhosted.org/packages/23/a3/d1aa04329253c024a2323051774446770d47b43073874a3de8cca797ed8e/psycopg_binary-3.2.3-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:1985ab05e9abebfbdf3163a16ebb37fbc5d49aff2bf5b3d7375ff0920bbb54cd", size = 3234247 },
+    { url = "https://files.pythonhosted.org/packages/03/20/b675af723b9a61d48abd6a3d64cbb9797697d330255d1f8105713d54ed8e/psycopg_binary-3.2.3-cp313-cp313-win_amd64.whl", hash = "sha256:e90352d7b610b4693fad0feea48549d4315d10f1eba5605421c92bb834e90170", size = 2913413 },
+    { url = "https://files.pythonhosted.org/packages/1c/21/71110c15aecf73176b4dfd9dccb7d5b48f7ad2b3ef845d30344a05096e96/psycopg_binary-3.2.3-cp39-cp39-macosx_12_0_x86_64.whl", hash = "sha256:9994f7db390c17fc2bd4c09dca722fd792ff8a49bb3bdace0c50a83f22f1767d", size = 3384458 },
+    { url = "https://files.pythonhosted.org/packages/0b/cb/c80fd6ba503434d538f71c271e189f32541ca0795a7ef6d11359dc621430/psycopg_binary-3.2.3-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:1303bf8347d6be7ad26d1362af2c38b3a90b8293e8d56244296488ee8591058e", size = 4469330 },
+    { url = "https://files.pythonhosted.org/packages/6b/03/86c6b20c621cccc1a2eb74a01462036f6ff1bec45f9707c8ee8c35978f14/psycopg_binary-3.2.3-cp39-cp39-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:842da42a63ecb32612bb7f5b9e9f8617eab9bc23bd58679a441f4150fcc51c96", size = 4271605 },
+    { url = "https://files.pythonhosted.org/packages/37/47/fa357809bd873c90461ab41f71aa94a1fd43925adfd043c2aa6e56e0f615/psycopg_binary-3.2.3-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:2bb342a01c76f38a12432848e6013c57eb630103e7556cf79b705b53814c3949", size = 4519938 },
+    { url = "https://files.pythonhosted.org/packages/d1/f4/2bdee9374313d224148a66f8d6f2f9726d1eb6b1919c37685d4d98d0d129/psycopg_binary-3.2.3-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:fd40af959173ea0d087b6b232b855cfeaa6738f47cb2a0fd10a7f4fa8b74293f", size = 4216398 },
+    { url = "https://files.pythonhosted.org/packages/1c/93/5ca69e54d331372aacc8ec1e63805c9e54c2f16d77a9156f5e0cb6c2bebe/psycopg_binary-3.2.3-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:9b60b465773a52c7d4705b0a751f7f1cdccf81dd12aee3b921b31a6e76b07b0e", size = 3141385 },
+    { url = "https://files.pythonhosted.org/packages/18/ad/c28bd3661accde75df677af0ba6bc01089a332c31105ebddf5925d765374/psycopg_binary-3.2.3-cp39-cp39-musllinux_1_2_i686.whl", hash = "sha256:fc6d87a1c44df8d493ef44988a3ded751e284e02cdf785f746c2d357e99782a6", size = 3118288 },
+    { url = "https://files.pythonhosted.org/packages/63/d9/5dd0bdf7804ae2ab7326d27c94ea96f7c0dac2710f0603ef92ebc58ffb8c/psycopg_binary-3.2.3-cp39-cp39-musllinux_1_2_ppc64le.whl", hash = "sha256:f0b018e37608c3bfc6039a1dc4eb461e89334465a19916be0153c757a78ea426", size = 3226249 },
+    { url = "https://files.pythonhosted.org/packages/56/d7/f1cf6447d1c45641cb8d860bb21c039fbe7f643f79b66dbd5d4b9201f068/psycopg_binary-3.2.3-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:2a29f5294b0b6360bfda69653697eff70aaf2908f58d1073b0acd6f6ab5b5a4f", size = 3260299 },
+    { url = "https://files.pythonhosted.org/packages/c4/ab/f08f734154193af28ac02ab93fa0f1917ef75d4947277cbb87ccfa7ba1ac/psycopg_binary-3.2.3-cp39-cp39-win_amd64.whl", hash = "sha256:e56b1fd529e5dde2d1452a7d72907b37ed1b4f07fdced5d8fb1e963acfff6749", size = 2923376 },
+]
+
+[[package]]
+name = "psycopg-pool"
+version = "3.2.4"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "typing-extensions" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/49/71/01d4e589dc5fd1f21368b7d2df183ed0e5bbc160ce291d745142b229797b/psycopg_pool-3.2.4.tar.gz", hash = "sha256:61774b5bbf23e8d22bedc7504707135aaf744679f8ef9b3fe29942920746a6ed", size = 29749 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/bb/28/2b56ac94c236ee033c7b291bcaa6a83089d0cc0fe7830c35f6521177c199/psycopg_pool-3.2.4-py3-none-any.whl", hash = "sha256:f6a22cff0f21f06d72fb2f5cb48c618946777c49385358e0c88d062c59cbd224", size = 38240 },
+]
+
+[[package]]
+name = "psycopg2-binary"
+version = "2.9.10"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/cb/0e/bdc8274dc0585090b4e3432267d7be4dfbfd8971c0fa59167c711105a6bf/psycopg2-binary-2.9.10.tar.gz", hash = "sha256:4b3df0e6990aa98acda57d983942eff13d824135fe2250e6522edaa782a06de2", size = 385764 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/7a/81/331257dbf2801cdb82105306042f7a1637cc752f65f2bb688188e0de5f0b/psycopg2_binary-2.9.10-cp310-cp310-macosx_12_0_x86_64.whl", hash = "sha256:0ea8e3d0ae83564f2fc554955d327fa081d065c8ca5cc6d2abb643e2c9c1200f", size = 3043397 },
+    { url = "https://files.pythonhosted.org/packages/e7/9a/7f4f2f031010bbfe6a02b4a15c01e12eb6b9b7b358ab33229f28baadbfc1/psycopg2_binary-2.9.10-cp310-cp310-macosx_14_0_arm64.whl", hash = "sha256:3e9c76f0ac6f92ecfc79516a8034a544926430f7b080ec5a0537bca389ee0906", size = 3274806 },
+    { url = "https://files.pythonhosted.org/packages/e5/57/8ddd4b374fa811a0b0a0f49b6abad1cde9cb34df73ea3348cc283fcd70b4/psycopg2_binary-2.9.10-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:2ad26b467a405c798aaa1458ba09d7e2b6e5f96b1ce0ac15d82fd9f95dc38a92", size = 2851361 },
+    { url = "https://files.pythonhosted.org/packages/f9/66/d1e52c20d283f1f3a8e7e5c1e06851d432f123ef57b13043b4f9b21ffa1f/psycopg2_binary-2.9.10-cp310-cp310-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:270934a475a0e4b6925b5f804e3809dd5f90f8613621d062848dd82f9cd62007", size = 3080836 },
+    { url = "https://files.pythonhosted.org/packages/a0/cb/592d44a9546aba78f8a1249021fe7c59d3afb8a0ba51434d6610cc3462b6/psycopg2_binary-2.9.10-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:48b338f08d93e7be4ab2b5f1dbe69dc5e9ef07170fe1f86514422076d9c010d0", size = 3264552 },
+    { url = "https://files.pythonhosted.org/packages/64/33/c8548560b94b7617f203d7236d6cdf36fe1a5a3645600ada6efd79da946f/psycopg2_binary-2.9.10-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:7f4152f8f76d2023aac16285576a9ecd2b11a9895373a1f10fd9db54b3ff06b4", size = 3019789 },
+    { url = "https://files.pythonhosted.org/packages/b0/0e/c2da0db5bea88a3be52307f88b75eec72c4de62814cbe9ee600c29c06334/psycopg2_binary-2.9.10-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:32581b3020c72d7a421009ee1c6bf4a131ef5f0a968fab2e2de0c9d2bb4577f1", size = 2871776 },
+    { url = "https://files.pythonhosted.org/packages/15/d7/774afa1eadb787ddf41aab52d4c62785563e29949613c958955031408ae6/psycopg2_binary-2.9.10-cp310-cp310-musllinux_1_2_i686.whl", hash = "sha256:2ce3e21dc3437b1d960521eca599d57408a695a0d3c26797ea0f72e834c7ffe5", size = 2820959 },
+    { url = "https://files.pythonhosted.org/packages/5e/ed/440dc3f5991a8c6172a1cde44850ead0e483a375277a1aef7cfcec00af07/psycopg2_binary-2.9.10-cp310-cp310-musllinux_1_2_ppc64le.whl", hash = "sha256:e984839e75e0b60cfe75e351db53d6db750b00de45644c5d1f7ee5d1f34a1ce5", size = 2919329 },
+    { url = "https://files.pythonhosted.org/packages/03/be/2cc8f4282898306732d2ae7b7378ae14e8df3c1231b53579efa056aae887/psycopg2_binary-2.9.10-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:3c4745a90b78e51d9ba06e2088a2fe0c693ae19cc8cb051ccda44e8df8a6eb53", size = 2957659 },
+    { url = "https://files.pythonhosted.org/packages/d0/12/fb8e4f485d98c570e00dad5800e9a2349cfe0f71a767c856857160d343a5/psycopg2_binary-2.9.10-cp310-cp310-win32.whl", hash = "sha256:e5720a5d25e3b99cd0dc5c8a440570469ff82659bb09431c1439b92caf184d3b", size = 1024605 },
+    { url = "https://files.pythonhosted.org/packages/22/4f/217cd2471ecf45d82905dd09085e049af8de6cfdc008b6663c3226dc1c98/psycopg2_binary-2.9.10-cp310-cp310-win_amd64.whl", hash = "sha256:3c18f74eb4386bf35e92ab2354a12c17e5eb4d9798e4c0ad3a00783eae7cd9f1", size = 1163817 },
+    { url = "https://files.pythonhosted.org/packages/9c/8f/9feb01291d0d7a0a4c6a6bab24094135c2b59c6a81943752f632c75896d6/psycopg2_binary-2.9.10-cp311-cp311-macosx_12_0_x86_64.whl", hash = "sha256:04392983d0bb89a8717772a193cfaac58871321e3ec69514e1c4e0d4957b5aff", size = 3043397 },
+    { url = "https://files.pythonhosted.org/packages/15/30/346e4683532011561cd9c8dfeac6a8153dd96452fee0b12666058ab7893c/psycopg2_binary-2.9.10-cp311-cp311-macosx_14_0_arm64.whl", hash = "sha256:1a6784f0ce3fec4edc64e985865c17778514325074adf5ad8f80636cd029ef7c", size = 3274806 },
+    { url = "https://files.pythonhosted.org/packages/66/6e/4efebe76f76aee7ec99166b6c023ff8abdc4e183f7b70913d7c047701b79/psycopg2_binary-2.9.10-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:b5f86c56eeb91dc3135b3fd8a95dc7ae14c538a2f3ad77a19645cf55bab1799c", size = 2851370 },
+    { url = "https://files.pythonhosted.org/packages/7f/fd/ff83313f86b50f7ca089b161b8e0a22bb3c319974096093cd50680433fdb/psycopg2_binary-2.9.10-cp311-cp311-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:2b3d2491d4d78b6b14f76881905c7a8a8abcf974aad4a8a0b065273a0ed7a2cb", size = 3080780 },
+    { url = "https://files.pythonhosted.org/packages/e6/c4/bfadd202dcda8333a7ccafdc51c541dbdfce7c2c7cda89fa2374455d795f/psycopg2_binary-2.9.10-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:2286791ececda3a723d1910441c793be44625d86d1a4e79942751197f4d30341", size = 3264583 },
+    { url = "https://files.pythonhosted.org/packages/5d/f1/09f45ac25e704ac954862581f9f9ae21303cc5ded3d0b775532b407f0e90/psycopg2_binary-2.9.10-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:512d29bb12608891e349af6a0cccedce51677725a921c07dba6342beaf576f9a", size = 3019831 },
+    { url = "https://files.pythonhosted.org/packages/9e/2e/9beaea078095cc558f215e38f647c7114987d9febfc25cb2beed7c3582a5/psycopg2_binary-2.9.10-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:5a507320c58903967ef7384355a4da7ff3f28132d679aeb23572753cbf2ec10b", size = 2871822 },
+    { url = "https://files.pythonhosted.org/packages/01/9e/ef93c5d93f3dc9fc92786ffab39e323b9aed066ba59fdc34cf85e2722271/psycopg2_binary-2.9.10-cp311-cp311-musllinux_1_2_i686.whl", hash = "sha256:6d4fa1079cab9018f4d0bd2db307beaa612b0d13ba73b5c6304b9fe2fb441ff7", size = 2820975 },
+    { url = "https://files.pythonhosted.org/packages/a5/f0/049e9631e3268fe4c5a387f6fc27e267ebe199acf1bc1bc9cbde4bd6916c/psycopg2_binary-2.9.10-cp311-cp311-musllinux_1_2_ppc64le.whl", hash = "sha256:851485a42dbb0bdc1edcdabdb8557c09c9655dfa2ca0460ff210522e073e319e", size = 2919320 },
+    { url = "https://files.pythonhosted.org/packages/dc/9a/bcb8773b88e45fb5a5ea8339e2104d82c863a3b8558fbb2aadfe66df86b3/psycopg2_binary-2.9.10-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:35958ec9e46432d9076286dda67942ed6d968b9c3a6a2fd62b48939d1d78bf68", size = 2957617 },
+    { url = "https://files.pythonhosted.org/packages/e2/6b/144336a9bf08a67d217b3af3246abb1d027095dab726f0687f01f43e8c03/psycopg2_binary-2.9.10-cp311-cp311-win32.whl", hash = "sha256:ecced182e935529727401b24d76634a357c71c9275b356efafd8a2a91ec07392", size = 1024618 },
+    { url = "https://files.pythonhosted.org/packages/61/69/3b3d7bd583c6d3cbe5100802efa5beacaacc86e37b653fc708bf3d6853b8/psycopg2_binary-2.9.10-cp311-cp311-win_amd64.whl", hash = "sha256:ee0e8c683a7ff25d23b55b11161c2663d4b099770f6085ff0a20d4505778d6b4", size = 1163816 },
+    { url = "https://files.pythonhosted.org/packages/49/7d/465cc9795cf76f6d329efdafca74693714556ea3891813701ac1fee87545/psycopg2_binary-2.9.10-cp312-cp312-macosx_12_0_x86_64.whl", hash = "sha256:880845dfe1f85d9d5f7c412efea7a08946a46894537e4e5d091732eb1d34d9a0", size = 3044771 },
+    { url = "https://files.pythonhosted.org/packages/8b/31/6d225b7b641a1a2148e3ed65e1aa74fc86ba3fee850545e27be9e1de893d/psycopg2_binary-2.9.10-cp312-cp312-macosx_14_0_arm64.whl", hash = "sha256:9440fa522a79356aaa482aa4ba500b65f28e5d0e63b801abf6aa152a29bd842a", size = 3275336 },
+    { url = "https://files.pythonhosted.org/packages/30/b7/a68c2b4bff1cbb1728e3ec864b2d92327c77ad52edcd27922535a8366f68/psycopg2_binary-2.9.10-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:e3923c1d9870c49a2d44f795df0c889a22380d36ef92440ff618ec315757e539", size = 2851637 },
+    { url = "https://files.pythonhosted.org/packages/0b/b1/cfedc0e0e6f9ad61f8657fd173b2f831ce261c02a08c0b09c652b127d813/psycopg2_binary-2.9.10-cp312-cp312-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:7b2c956c028ea5de47ff3a8d6b3cc3330ab45cf0b7c3da35a2d6ff8420896526", size = 3082097 },
+    { url = "https://files.pythonhosted.org/packages/18/ed/0a8e4153c9b769f59c02fb5e7914f20f0b2483a19dae7bf2db54b743d0d0/psycopg2_binary-2.9.10-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:f758ed67cab30b9a8d2833609513ce4d3bd027641673d4ebc9c067e4d208eec1", size = 3264776 },
+    { url = "https://files.pythonhosted.org/packages/10/db/d09da68c6a0cdab41566b74e0a6068a425f077169bed0946559b7348ebe9/psycopg2_binary-2.9.10-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:8cd9b4f2cfab88ed4a9106192de509464b75a906462fb846b936eabe45c2063e", size = 3020968 },
+    { url = "https://files.pythonhosted.org/packages/94/28/4d6f8c255f0dfffb410db2b3f9ac5218d959a66c715c34cac31081e19b95/psycopg2_binary-2.9.10-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:6dc08420625b5a20b53551c50deae6e231e6371194fa0651dbe0fb206452ae1f", size = 2872334 },
+    { url = "https://files.pythonhosted.org/packages/05/f7/20d7bf796593c4fea95e12119d6cc384ff1f6141a24fbb7df5a668d29d29/psycopg2_binary-2.9.10-cp312-cp312-musllinux_1_2_i686.whl", hash = "sha256:d7cd730dfa7c36dbe8724426bf5612798734bff2d3c3857f36f2733f5bfc7c00", size = 2822722 },
+    { url = "https://files.pythonhosted.org/packages/4d/e4/0c407ae919ef626dbdb32835a03b6737013c3cc7240169843965cada2bdf/psycopg2_binary-2.9.10-cp312-cp312-musllinux_1_2_ppc64le.whl", hash = "sha256:155e69561d54d02b3c3209545fb08938e27889ff5a10c19de8d23eb5a41be8a5", size = 2920132 },
+    { url = "https://files.pythonhosted.org/packages/2d/70/aa69c9f69cf09a01da224909ff6ce8b68faeef476f00f7ec377e8f03be70/psycopg2_binary-2.9.10-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:c3cc28a6fd5a4a26224007712e79b81dbaee2ffb90ff406256158ec4d7b52b47", size = 2959312 },
+    { url = "https://files.pythonhosted.org/packages/d3/bd/213e59854fafe87ba47814bf413ace0dcee33a89c8c8c814faca6bc7cf3c/psycopg2_binary-2.9.10-cp312-cp312-win32.whl", hash = "sha256:ec8a77f521a17506a24a5f626cb2aee7850f9b69a0afe704586f63a464f3cd64", size = 1025191 },
+    { url = "https://files.pythonhosted.org/packages/92/29/06261ea000e2dc1e22907dbbc483a1093665509ea586b29b8986a0e56733/psycopg2_binary-2.9.10-cp312-cp312-win_amd64.whl", hash = "sha256:18c5ee682b9c6dd3696dad6e54cc7ff3a1a9020df6a5c0f861ef8bfd338c3ca0", size = 1164031 },
+    { url = "https://files.pythonhosted.org/packages/3e/30/d41d3ba765609c0763505d565c4d12d8f3c79793f0d0f044ff5a28bf395b/psycopg2_binary-2.9.10-cp313-cp313-macosx_12_0_x86_64.whl", hash = "sha256:26540d4a9a4e2b096f1ff9cce51253d0504dca5a85872c7f7be23be5a53eb18d", size = 3044699 },
+    { url = "https://files.pythonhosted.org/packages/35/44/257ddadec7ef04536ba71af6bc6a75ec05c5343004a7ec93006bee66c0bc/psycopg2_binary-2.9.10-cp313-cp313-macosx_14_0_arm64.whl", hash = "sha256:e217ce4d37667df0bc1c397fdcd8de5e81018ef305aed9415c3b093faaeb10fb", size = 3275245 },
+    { url = "https://files.pythonhosted.org/packages/1b/11/48ea1cd11de67f9efd7262085588790a95d9dfcd9b8a687d46caf7305c1a/psycopg2_binary-2.9.10-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:245159e7ab20a71d989da00f280ca57da7641fa2cdcf71749c193cea540a74f7", size = 2851631 },
+    { url = "https://files.pythonhosted.org/packages/62/e0/62ce5ee650e6c86719d621a761fe4bc846ab9eff8c1f12b1ed5741bf1c9b/psycopg2_binary-2.9.10-cp313-cp313-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:3c4ded1a24b20021ebe677b7b08ad10bf09aac197d6943bfe6fec70ac4e4690d", size = 3082140 },
+    { url = "https://files.pythonhosted.org/packages/27/ce/63f946c098611f7be234c0dd7cb1ad68b0b5744d34f68062bb3c5aa510c8/psycopg2_binary-2.9.10-cp313-cp313-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:3abb691ff9e57d4a93355f60d4f4c1dd2d68326c968e7db17ea96df3c023ef73", size = 3264762 },
+    { url = "https://files.pythonhosted.org/packages/43/25/c603cd81402e69edf7daa59b1602bd41eb9859e2824b8c0855d748366ac9/psycopg2_binary-2.9.10-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:8608c078134f0b3cbd9f89b34bd60a943b23fd33cc5f065e8d5f840061bd0673", size = 3020967 },
+    { url = "https://files.pythonhosted.org/packages/5f/d6/8708d8c6fca531057fa170cdde8df870e8b6a9b136e82b361c65e42b841e/psycopg2_binary-2.9.10-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:230eeae2d71594103cd5b93fd29d1ace6420d0b86f4778739cb1a5a32f607d1f", size = 2872326 },
+    { url = "https://files.pythonhosted.org/packages/ce/ac/5b1ea50fc08a9df82de7e1771537557f07c2632231bbab652c7e22597908/psycopg2_binary-2.9.10-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:bb89f0a835bcfc1d42ccd5f41f04870c1b936d8507c6df12b7737febc40f0909", size = 2822712 },
+    { url = "https://files.pythonhosted.org/packages/c4/fc/504d4503b2abc4570fac3ca56eb8fed5e437bf9c9ef13f36b6621db8ef00/psycopg2_binary-2.9.10-cp313-cp313-musllinux_1_2_ppc64le.whl", hash = "sha256:f0c2d907a1e102526dd2986df638343388b94c33860ff3bbe1384130828714b1", size = 2920155 },
+    { url = "https://files.pythonhosted.org/packages/b2/d1/323581e9273ad2c0dbd1902f3fb50c441da86e894b6e25a73c3fda32c57e/psycopg2_binary-2.9.10-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:f8157bed2f51db683f31306aa497311b560f2265998122abe1dce6428bd86567", size = 2959356 },
+    { url = "https://files.pythonhosted.org/packages/08/50/d13ea0a054189ae1bc21af1d85b6f8bb9bbc5572991055d70ad9006fe2d6/psycopg2_binary-2.9.10-cp313-cp313-win_amd64.whl", hash = "sha256:27422aa5f11fbcd9b18da48373eb67081243662f9b46e6fd07c3eb46e4535142", size = 2569224 },
+    { url = "https://files.pythonhosted.org/packages/a2/bc/e77648009b6e61af327c607543f65fdf25bcfb4100f5a6f3bdb62ddac03c/psycopg2_binary-2.9.10-cp39-cp39-macosx_12_0_x86_64.whl", hash = "sha256:7a813c8bdbaaaab1f078014b9b0b13f5de757e2b5d9be6403639b298a04d218b", size = 3043437 },
+    { url = "https://files.pythonhosted.org/packages/e0/e8/5a12211a1f5b959f3e3ccd342eace60c1f26422f53e06d687821dc268780/psycopg2_binary-2.9.10-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d00924255d7fc916ef66e4bf22f354a940c67179ad3fd7067d7a0a9c84d2fbfc", size = 2851340 },
+    { url = "https://files.pythonhosted.org/packages/47/ed/5932b0458a7fc61237b653df050513c8d18a6f4083cc7f90dcef967f7bce/psycopg2_binary-2.9.10-cp39-cp39-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:7559bce4b505762d737172556a4e6ea8a9998ecac1e39b5233465093e8cee697", size = 3080905 },
+    { url = "https://files.pythonhosted.org/packages/71/df/8047d85c3d23864aca4613c3be1ea0fe61dbe4e050a89ac189f9dce4403e/psycopg2_binary-2.9.10-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:e8b58f0a96e7a1e341fc894f62c1177a7c83febebb5ff9123b579418fdc8a481", size = 3264640 },
+    { url = "https://files.pythonhosted.org/packages/f3/de/6157e4ef242920e8f2749f7708d5cc8815414bdd4a27a91996e7cd5c80df/psycopg2_binary-2.9.10-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6b269105e59ac96aba877c1707c600ae55711d9dcd3fc4b5012e4af68e30c648", size = 3019812 },
+    { url = "https://files.pythonhosted.org/packages/25/f9/0fc49efd2d4d6db3a8d0a3f5749b33a0d3fdd872cad49fbf5bfce1c50027/psycopg2_binary-2.9.10-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:79625966e176dc97ddabc142351e0409e28acf4660b88d1cf6adb876d20c490d", size = 2871933 },
+    { url = "https://files.pythonhosted.org/packages/57/bc/2ed1bd182219065692ed458d218d311b0b220b20662d25d913bc4e8d3549/psycopg2_binary-2.9.10-cp39-cp39-musllinux_1_2_i686.whl", hash = "sha256:8aabf1c1a04584c168984ac678a668094d831f152859d06e055288fa515e4d30", size = 2820990 },
+    { url = "https://files.pythonhosted.org/packages/71/2a/43f77a9b8ee0b10e2de784d97ddc099d9fe0d9eec462a006e4d2cc74756d/psycopg2_binary-2.9.10-cp39-cp39-musllinux_1_2_ppc64le.whl", hash = "sha256:19721ac03892001ee8fdd11507e6a2e01f4e37014def96379411ca99d78aeb2c", size = 2919352 },
+    { url = "https://files.pythonhosted.org/packages/57/86/d2943df70469e6afab3b5b8e1367fccc61891f46de436b24ddee6f2c8404/psycopg2_binary-2.9.10-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:7f5d859928e635fa3ce3477704acee0f667b3a3d3e4bb109f2b18d4005f38287", size = 2957614 },
+    { url = "https://files.pythonhosted.org/packages/85/21/195d69371330983aa16139e60ba855d0a18164c9295f3a3696be41bbcd54/psycopg2_binary-2.9.10-cp39-cp39-win32.whl", hash = "sha256:3216ccf953b3f267691c90c6fe742e45d890d8272326b4a8b20850a03d05b7b8", size = 1025341 },
+    { url = "https://files.pythonhosted.org/packages/ad/53/73196ebc19d6fbfc22427b982fbc98698b7b9c361e5e7707e3a3247cf06d/psycopg2_binary-2.9.10-cp39-cp39-win_amd64.whl", hash = "sha256:30e34c4e97964805f715206c7b789d54a78b70f3ff19fbe590104b71c45600e5", size = 1163958 },
+]
+
 [[package]]
 name = "ptyprocess"
 version = "0.7.0"
@@ -3372,6 +3587,55 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/8e/37/efad0257dc6e593a18957422533ff0f87ede7c9c6ea010a2177d738fb82f/pure_eval-0.2.3-py3-none-any.whl", hash = "sha256:1db8e35b67b3d218d818ae653e27f06c3aa420901fa7b081ca98cbedc874e0d0", size = 11842 },
 ]
 
+[[package]]
+name = "pyarrow"
+version = "18.1.0"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/7f/7b/640785a9062bb00314caa8a387abce547d2a420cf09bd6c715fe659ccffb/pyarrow-18.1.0.tar.gz", hash = "sha256:9386d3ca9c145b5539a1cfc75df07757dff870168c959b473a0bccbc3abc8c73", size = 1118671 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/1a/bb/8d4a1573f66e0684f190dd2b55fd0b97a7214de8882d58a3867e777bf640/pyarrow-18.1.0-cp310-cp310-macosx_12_0_arm64.whl", hash = "sha256:e21488d5cfd3d8b500b3238a6c4b075efabc18f0f6d80b29239737ebd69caa6c", size = 29531620 },
+    { url = "https://files.pythonhosted.org/packages/30/90/893acfad917533b624a97b9e498c0e8393908508a0a72d624fe935e632bf/pyarrow-18.1.0-cp310-cp310-macosx_12_0_x86_64.whl", hash = "sha256:b516dad76f258a702f7ca0250885fc93d1fa5ac13ad51258e39d402bd9e2e1e4", size = 30836521 },
+    { url = "https://files.pythonhosted.org/packages/a3/2a/526545a7464b5fb2fa6e2c4bad16ca90e59e1843025c534fd907b7f73e5a/pyarrow-18.1.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:4f443122c8e31f4c9199cb23dca29ab9427cef990f283f80fe15b8e124bcc49b", size = 39213905 },
+    { url = "https://files.pythonhosted.org/packages/8a/77/4b3fab91a30e19e233e738d0c5eca5a8f6dd05758bc349a2ca262c65de79/pyarrow-18.1.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:c0a03da7f2758645d17b7b4f83c8bffeae5bbb7f974523fe901f36288d2eab71", size = 40128881 },
+    { url = "https://files.pythonhosted.org/packages/aa/e2/a88e16c5e45e562449c52305bd3bc2f9d704295322d3434656e7ccac1444/pyarrow-18.1.0-cp310-cp310-manylinux_2_28_aarch64.whl", hash = "sha256:ba17845efe3aa358ec266cf9cc2800fa73038211fb27968bfa88acd09261a470", size = 38627517 },
+    { url = "https://files.pythonhosted.org/packages/6d/84/8037c20005ccc7b869726465be0957bd9c29cfc88612962030f08292ad06/pyarrow-18.1.0-cp310-cp310-manylinux_2_28_x86_64.whl", hash = "sha256:3c35813c11a059056a22a3bef520461310f2f7eea5c8a11ef9de7062a23f8d56", size = 40060187 },
+    { url = "https://files.pythonhosted.org/packages/2a/38/d6435c723ff73df8ae74626ea778262fbcc2b9b0d1a4f3db915b61711b05/pyarrow-18.1.0-cp310-cp310-win_amd64.whl", hash = "sha256:9736ba3c85129d72aefa21b4f3bd715bc4190fe4426715abfff90481e7d00812", size = 25118314 },
+    { url = "https://files.pythonhosted.org/packages/9e/4d/a4988e7d82f4fbc797715db4185939a658eeffb07a25bab7262bed1ea076/pyarrow-18.1.0-cp311-cp311-macosx_12_0_arm64.whl", hash = "sha256:eaeabf638408de2772ce3d7793b2668d4bb93807deed1725413b70e3156a7854", size = 29554860 },
+    { url = "https://files.pythonhosted.org/packages/59/03/3a42c5c1e4bd4c900ab62aa1ff6b472bdb159ba8f1c3e5deadab7222244f/pyarrow-18.1.0-cp311-cp311-macosx_12_0_x86_64.whl", hash = "sha256:3b2e2239339c538f3464308fd345113f886ad031ef8266c6f004d49769bb074c", size = 30867076 },
+    { url = "https://files.pythonhosted.org/packages/75/7e/332055ac913373e89256dce9d14b7708f55f7bd5be631456c897f0237738/pyarrow-18.1.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:f39a2e0ed32a0970e4e46c262753417a60c43a3246972cfc2d3eb85aedd01b21", size = 39212135 },
+    { url = "https://files.pythonhosted.org/packages/8c/64/5099cdb325828722ef7ffeba9a4696f238eb0cdeae227f831c2d77fcf1bd/pyarrow-18.1.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:e31e9417ba9c42627574bdbfeada7217ad8a4cbbe45b9d6bdd4b62abbca4c6f6", size = 40125195 },
+    { url = "https://files.pythonhosted.org/packages/83/88/1938d783727db1b178ff71bc6a6143d7939e406db83a9ec23cad3dad325c/pyarrow-18.1.0-cp311-cp311-manylinux_2_28_aarch64.whl", hash = "sha256:01c034b576ce0eef554f7c3d8c341714954be9b3f5d5bc7117006b85fcf302fe", size = 38641884 },
+    { url = "https://files.pythonhosted.org/packages/5e/b5/9e14e9f7590e0eaa435ecea84dabb137284a4dbba7b3c337b58b65b76d95/pyarrow-18.1.0-cp311-cp311-manylinux_2_28_x86_64.whl", hash = "sha256:f266a2c0fc31995a06ebd30bcfdb7f615d7278035ec5b1cd71c48d56daaf30b0", size = 40076877 },
+    { url = "https://files.pythonhosted.org/packages/4d/a3/817ac7fe0891a2d66e247e223080f3a6a262d8aefd77e11e8c27e6acf4e1/pyarrow-18.1.0-cp311-cp311-win_amd64.whl", hash = "sha256:d4f13eee18433f99adefaeb7e01d83b59f73360c231d4782d9ddfaf1c3fbde0a", size = 25119811 },
+    { url = "https://files.pythonhosted.org/packages/6a/50/12829e7111b932581e51dda51d5cb39207a056c30fe31ef43f14c63c4d7e/pyarrow-18.1.0-cp312-cp312-macosx_12_0_arm64.whl", hash = "sha256:9f3a76670b263dc41d0ae877f09124ab96ce10e4e48f3e3e4257273cee61ad0d", size = 29514620 },
+    { url = "https://files.pythonhosted.org/packages/d1/41/468c944eab157702e96abab3d07b48b8424927d4933541ab43788bb6964d/pyarrow-18.1.0-cp312-cp312-macosx_12_0_x86_64.whl", hash = "sha256:da31fbca07c435be88a0c321402c4e31a2ba61593ec7473630769de8346b54ee", size = 30856494 },
+    { url = "https://files.pythonhosted.org/packages/68/f9/29fb659b390312a7345aeb858a9d9c157552a8852522f2c8bad437c29c0a/pyarrow-18.1.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:543ad8459bc438efc46d29a759e1079436290bd583141384c6f7a1068ed6f992", size = 39203624 },
+    { url = "https://files.pythonhosted.org/packages/6e/f6/19360dae44200e35753c5c2889dc478154cd78e61b1f738514c9f131734d/pyarrow-18.1.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:0743e503c55be0fdb5c08e7d44853da27f19dc854531c0570f9f394ec9671d54", size = 40139341 },
+    { url = "https://files.pythonhosted.org/packages/bb/e6/9b3afbbcf10cc724312e824af94a2e993d8ace22994d823f5c35324cebf5/pyarrow-18.1.0-cp312-cp312-manylinux_2_28_aarch64.whl", hash = "sha256:d4b3d2a34780645bed6414e22dda55a92e0fcd1b8a637fba86800ad737057e33", size = 38618629 },
+    { url = "https://files.pythonhosted.org/packages/3a/2e/3b99f8a3d9e0ccae0e961978a0d0089b25fb46ebbcfb5ebae3cca179a5b3/pyarrow-18.1.0-cp312-cp312-manylinux_2_28_x86_64.whl", hash = "sha256:c52f81aa6f6575058d8e2c782bf79d4f9fdc89887f16825ec3a66607a5dd8e30", size = 40078661 },
+    { url = "https://files.pythonhosted.org/packages/76/52/f8da04195000099d394012b8d42c503d7041b79f778d854f410e5f05049a/pyarrow-18.1.0-cp312-cp312-win_amd64.whl", hash = "sha256:0ad4892617e1a6c7a551cfc827e072a633eaff758fa09f21c4ee548c30bcaf99", size = 25092330 },
+    { url = "https://files.pythonhosted.org/packages/cb/87/aa4d249732edef6ad88899399047d7e49311a55749d3c373007d034ee471/pyarrow-18.1.0-cp313-cp313-macosx_12_0_arm64.whl", hash = "sha256:84e314d22231357d473eabec709d0ba285fa706a72377f9cc8e1cb3c8013813b", size = 29497406 },
+    { url = "https://files.pythonhosted.org/packages/3c/c7/ed6adb46d93a3177540e228b5ca30d99fc8ea3b13bdb88b6f8b6467e2cb7/pyarrow-18.1.0-cp313-cp313-macosx_12_0_x86_64.whl", hash = "sha256:f591704ac05dfd0477bb8f8e0bd4b5dc52c1cadf50503858dce3a15db6e46ff2", size = 30835095 },
+    { url = "https://files.pythonhosted.org/packages/41/d7/ed85001edfb96200ff606943cff71d64f91926ab42828676c0fc0db98963/pyarrow-18.1.0-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:acb7564204d3c40babf93a05624fc6a8ec1ab1def295c363afc40b0c9e66c191", size = 39194527 },
+    { url = "https://files.pythonhosted.org/packages/59/16/35e28eab126342fa391593415d79477e89582de411bb95232f28b131a769/pyarrow-18.1.0-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:74de649d1d2ccb778f7c3afff6085bd5092aed4c23df9feeb45dd6b16f3811aa", size = 40131443 },
+    { url = "https://files.pythonhosted.org/packages/0c/95/e855880614c8da20f4cd74fa85d7268c725cf0013dc754048593a38896a0/pyarrow-18.1.0-cp313-cp313-manylinux_2_28_aarch64.whl", hash = "sha256:f96bd502cb11abb08efea6dab09c003305161cb6c9eafd432e35e76e7fa9b90c", size = 38608750 },
+    { url = "https://files.pythonhosted.org/packages/54/9d/f253554b1457d4fdb3831b7bd5f8f00f1795585a606eabf6fec0a58a9c38/pyarrow-18.1.0-cp313-cp313-manylinux_2_28_x86_64.whl", hash = "sha256:36ac22d7782554754a3b50201b607d553a8d71b78cdf03b33c1125be4b52397c", size = 40066690 },
+    { url = "https://files.pythonhosted.org/packages/2f/58/8912a2563e6b8273e8aa7b605a345bba5a06204549826f6493065575ebc0/pyarrow-18.1.0-cp313-cp313-win_amd64.whl", hash = "sha256:25dbacab8c5952df0ca6ca0af28f50d45bd31c1ff6fcf79e2d120b4a65ee7181", size = 25081054 },
+    { url = "https://files.pythonhosted.org/packages/82/f9/d06ddc06cab1ada0c2f2fd205ac8c25c2701182de1b9c4bf7a0a44844431/pyarrow-18.1.0-cp313-cp313t-macosx_12_0_arm64.whl", hash = "sha256:6a276190309aba7bc9d5bd2933230458b3521a4317acfefe69a354f2fe59f2bc", size = 29525542 },
+    { url = "https://files.pythonhosted.org/packages/ab/94/8917e3b961810587ecbdaa417f8ebac0abb25105ae667b7aa11c05876976/pyarrow-18.1.0-cp313-cp313t-macosx_12_0_x86_64.whl", hash = "sha256:ad514dbfcffe30124ce655d72771ae070f30bf850b48bc4d9d3b25993ee0e386", size = 30829412 },
+    { url = "https://files.pythonhosted.org/packages/5e/e3/3b16c3190f3d71d3b10f6758d2d5f7779ef008c4fd367cedab3ed178a9f7/pyarrow-18.1.0-cp313-cp313t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:aebc13a11ed3032d8dd6e7171eb6e86d40d67a5639d96c35142bd568b9299324", size = 39119106 },
+    { url = "https://files.pythonhosted.org/packages/1d/d6/5d704b0d25c3c79532f8c0639f253ec2803b897100f64bcb3f53ced236e5/pyarrow-18.1.0-cp313-cp313t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:d6cf5c05f3cee251d80e98726b5c7cc9f21bab9e9783673bac58e6dfab57ecc8", size = 40090940 },
+    { url = "https://files.pythonhosted.org/packages/37/29/366bc7e588220d74ec00e497ac6710c2833c9176f0372fe0286929b2d64c/pyarrow-18.1.0-cp313-cp313t-manylinux_2_28_aarch64.whl", hash = "sha256:11b676cd410cf162d3f6a70b43fb9e1e40affbc542a1e9ed3681895f2962d3d9", size = 38548177 },
+    { url = "https://files.pythonhosted.org/packages/c8/11/fabf6ecabb1fe5b7d96889228ca2a9158c4c3bb732e3b8ee3f7f6d40b703/pyarrow-18.1.0-cp313-cp313t-manylinux_2_28_x86_64.whl", hash = "sha256:b76130d835261b38f14fc41fdfb39ad8d672afb84c447126b84d5472244cfaba", size = 40043567 },
+    { url = "https://files.pythonhosted.org/packages/fd/9b/60516e3876ec6f25b0909afa70f90a15de83b48c7c0d8042fac4e64c4411/pyarrow-18.1.0-cp39-cp39-macosx_12_0_arm64.whl", hash = "sha256:0b331e477e40f07238adc7ba7469c36b908f07c89b95dd4bd3a0ec84a3d1e21e", size = 29543752 },
+    { url = "https://files.pythonhosted.org/packages/14/a7/bd08b6f1a2bd2e71dc6bb0451fc1872607e44c83daf1ee63c82764a2d233/pyarrow-18.1.0-cp39-cp39-macosx_12_0_x86_64.whl", hash = "sha256:2c4dd0c9010a25ba03e198fe743b1cc03cd33c08190afff371749c52ccbbaf76", size = 30850753 },
+    { url = "https://files.pythonhosted.org/packages/84/c9/62ef9c6281c0e5b4ee1afa9d7bd556e72e06da6706b7906c32c15e69b3d6/pyarrow-18.1.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:4f97b31b4c4e21ff58c6f330235ff893cc81e23da081b1a4b1c982075e0ed4e9", size = 39226870 },
+    { url = "https://files.pythonhosted.org/packages/b2/99/a6e89e71655a38475e76b060777c8bf69c078b772bec3b7daf7361440f05/pyarrow-18.1.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:4a4813cb8ecf1809871fd2d64a8eff740a1bd3691bbe55f01a3cf6c5ec869754", size = 40139114 },
+    { url = "https://files.pythonhosted.org/packages/64/a9/06d79923890682e4fe7a16524abee307407008a413115354aaf3226b8410/pyarrow-18.1.0-cp39-cp39-manylinux_2_28_aarch64.whl", hash = "sha256:05a5636ec3eb5cc2a36c6edb534a38ef57b2ab127292a716d00eabb887835f1e", size = 38639231 },
+    { url = "https://files.pythonhosted.org/packages/3b/8c/4c3ed19026a00740b81fe1c87f3ff235b2763a0a1ddf5711a9d026b775ce/pyarrow-18.1.0-cp39-cp39-manylinux_2_28_x86_64.whl", hash = "sha256:73eeed32e724ea3568bb06161cad5fa7751e45bc2228e33dcb10c614044165c7", size = 40070949 },
+    { url = "https://files.pythonhosted.org/packages/87/d8/94161a7ca5c55199484e926165e9e33f318ea1d1b0d7cdbcbc3652b933ec/pyarrow-18.1.0-cp39-cp39-win_amd64.whl", hash = "sha256:a1880dd6772b685e803011a6b43a230c23b566859a6e0c9a276c1e0faf4f4052", size = 25301373 },
+]
+
 [[package]]
 name = "pyasn1"
 version = "0.6.1"
@@ -3416,6 +3680,19 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/df/e4/ba44652d562cbf0bf320e0f3810206149c8a4e99cdbf66da82e97ab53a15/pydantic-2.9.2-py3-none-any.whl", hash = "sha256:f048cec7b26778210e28a0459867920654d48e5e62db0958433636cde4254f12", size = 434928 },
 ]
 
+[[package]]
+name = "pydantic-async-validation"
+version = "0.3.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "pydantic" },
+    { name = "pytest" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/31/66/4d91e1c120311e6d6d067124701f2e088675c4802932c12a3f38e514d4fd/pydantic_async_validation-0.3.0.tar.gz", hash = "sha256:e86fa9f1f4234421bd79deca045bab1370a5280cdc71534fd34b8b81e379587b", size = 11222 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/d6/b2/1129da9ac1be55716e52db3b7951d8a1807e914bcad04c0fc58c139a5453/pydantic_async_validation-0.3.0-py3-none-any.whl", hash = "sha256:e03562dfec99ebc601dcf68b2f7d1f3f22d1cd5941765a6c5662c74d40310f46", size = 11301 },
+]
+
 [[package]]
 name = "pydantic-core"
 version = "2.23.4"
@@ -3537,6 +3814,23 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/f7/3f/01c8b82017c199075f8f788d0d906b9ffbbc5a47dc9918a945e13d5a2bda/pygments-2.18.0-py3-none-any.whl", hash = "sha256:b8e6aca0523f3ab76fee51799c488e38782ac06eafcf95e7ba832985c8e7b13a", size = 1205513 },
 ]
 
+[[package]]
+name = "pylance"
+version = "0.20.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "numpy" },
+    { name = "pyarrow" },
+]
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/c1/d9/f2a5ee73b07df1c2c6bc06b53f67960caa5374f55118ee46fabe35396de5/pylance-0.20.0-cp39-abi3-macosx_10_15_x86_64.whl", hash = "sha256:fbb640b00567ff79d23a5994c0f0bc97587fcf74ece6ca568e77c453f70801c5", size = 31512397 },
+    { url = "https://files.pythonhosted.org/packages/01/dc/14c8321a08bbe110789e19aa8b9ba840f52ef8db88d0cdd9c3a29789791b/pylance-0.20.0-cp39-abi3-macosx_11_0_arm64.whl", hash = "sha256:c8e30f1b6429b843429fde8f3d6fb7e715153174161e3bcf29902e2d32ee471f", size = 29266199 },
+    { url = "https://files.pythonhosted.org/packages/1e/2c/f262507cdbed70994afc8bcc60beae2b823d10967bc632d9144806f035d4/pylance-0.20.0-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:032242a347ac909db81c0ade6384d82102f4ec61bc892d8caaa04b3d0a7b1613", size = 33539993 },
+    { url = "https://files.pythonhosted.org/packages/41/9c/88eb6eb07f1a803dec43930d28c587d9df3dc996337d399fa74bcb3cbb10/pylance-0.20.0-cp39-abi3-manylinux_2_24_aarch64.whl", hash = "sha256:5320f11925524c1a67279afc4638cad60f61c36f11d3d9c2a91651489874be0d", size = 31858413 },
+    { url = "https://files.pythonhosted.org/packages/22/d2/acaf3328d1bd55201f9775d8b8a3f7c497966d3f3371e22aabb269cb4f0f/pylance-0.20.0-cp39-abi3-manylinux_2_28_x86_64.whl", hash = "sha256:fa5acd4488c574f6017145eafd5b45b178d611a5cbcd2ed492e01013fc72f5a2", size = 33465409 },
+    { url = "https://files.pythonhosted.org/packages/c7/0a/c012ef957c3c99edf7a87d5f77ccf174bdf161d4ae1aac2181d750fcbcd5/pylance-0.20.0-cp39-abi3-win_amd64.whl", hash = "sha256:587850cddd0e669addd9414f378fa30527fc9020010cb73c842f026ea8a9b4ea", size = 31356456 },
+]
+
 [[package]]
 name = "pyparsing"
 version = "3.2.0"
@@ -4254,6 +4548,18 @@ asyncio = [
     { name = "greenlet" },
 ]
 
+[[package]]
+name = "sqlalchemy-utils"
+version = "0.41.2"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "sqlalchemy" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/4d/bf/abfd5474cdd89ddd36dbbde9c6efba16bfa7f5448913eba946fed14729da/SQLAlchemy-Utils-0.41.2.tar.gz", hash = "sha256:bc599c8c3b3319e53ce6c5c3c471120bd325d0071fb6f38a10e924e3d07b9990", size = 138017 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/d5/f0/dc4757b83ac1ab853cf222df8535ed73973e0c203d983982ba7b8bc60508/SQLAlchemy_Utils-0.41.2-py3-none-any.whl", hash = "sha256:85cf3842da2bf060760f955f8467b87983fb2e30f1764fd0e24a48307dc8ec6e", size = 93083 },
+]
+
 [[package]]
 name = "stack-data"
 version = "0.6.3"