From da3c3374f8e81ef15a4cd8a4ebfe985137a8beb6 Mon Sep 17 00:00:00 2001
From: elijahbenizzy <elijahbenizzy@users.noreply.github.com>
Date: Tue, 11 Feb 2025 04:52:49 +0000
Subject: [PATCH] deploy: 77b8832fd144000578f28ae6282acc3d71768d82

---
 pull/505/.doctrees/concepts/actions.doctree   | Bin 38868 -> 41072 bytes
 .../concepts/state-persistence.doctree        | Bin 41006 -> 47915 bytes
 pull/505/.doctrees/environment.pickle         | Bin 393606 -> 425204 bytes
 .../.doctrees/reference/application.doctree   | Bin 530192 -> 533294 bytes
 .../505/.doctrees/reference/persister.doctree | Bin 400675 -> 610723 bytes
 pull/505/_sources/concepts/actions.rst.txt    |   8 +-
 .../concepts/state-persistence.rst.txt        |  73 +-
 pull/505/_sources/reference/persister.rst.txt |  56 +-
 pull/505/concepts/actions/index.html          |   8 +-
 .../505/concepts/state-persistence/index.html |  67 +-
 pull/505/genindex/index.html                  | 150 +++-
 pull/505/objects.inv                          | Bin 4109 -> 4322 bytes
 pull/505/reference/application/index.html     |  16 +-
 pull/505/reference/persister/index.html       | 753 ++++++++++++++++--
 pull/505/searchindex.js                       |   2 +-
 15 files changed, 1014 insertions(+), 119 deletions(-)

diff --git a/pull/505/.doctrees/concepts/actions.doctree b/pull/505/.doctrees/concepts/actions.doctree
index fe9af003c962f4a4eb7d66744b0c67159b9c9e26..4e640559132361f589defacd7d99d9ad13790776 100644
GIT binary patch
delta 3651
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diff --git a/pull/505/.doctrees/concepts/state-persistence.doctree b/pull/505/.doctrees/concepts/state-persistence.doctree
index 346bb70fc883414929f9f0fea9c1490659ecc8fd..8d484d372d9c51aeb50150bfe6d3f1d5957529ed 100644
GIT binary patch
delta 8096
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diff --git a/pull/505/.doctrees/environment.pickle b/pull/505/.doctrees/environment.pickle
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diff --git a/pull/505/.doctrees/reference/application.doctree b/pull/505/.doctrees/reference/application.doctree
index 20bf13b616c8e49e4884655231965c3f7441442e..d48c0bde490237fe3b8c26f74ecf2b3de13df9df 100644
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diff --git a/pull/505/_sources/concepts/actions.rst.txt b/pull/505/_sources/concepts/actions.rst.txt
index 90aeb025..541cea83 100644
--- a/pull/505/_sources/concepts/actions.rst.txt
+++ b/pull/505/_sources/concepts/actions.rst.txt
@@ -110,7 +110,7 @@ Will require the inputs to be passed in at runtime. See below for how to do that
 
 This means that the application does not *need* the inputs to be set.
 
-Note: to access ``app_id`` and ``partition_key`` in your running application, you can have the :py:class:`ApplicationContext <burr.core.application.ApplicationContext>`
+Note: to access application-level metadata such as ``app_id``, ``partition_key``, ``sequence_id``, and ``action_name`` in your running application, you can have the :py:class:`ApplicationContext <burr.core.application.ApplicationContext>`
 injected into your Burr Actions. This is done by adding ``__context`` to the action signature:
 
 .. code-block:: python
@@ -121,6 +121,8 @@ injected into your Burr Actions. This is done by adding ``__context`` to the act
     def my_action(state: State, __context: ApplicationContext) -> State:
         app_id = __context.app_id
         partition_key = __context.partition_key
+        action_name = __context.action_name
+        sequence_id = __context.sequence_id
         ...
 
 
@@ -303,7 +305,9 @@ that have similar capabilities as one, using a variety of :ref:`application <app
         return state.update(**result)
 
 This can be referred to either as the name of the action within the application, and/or as the tag
-``response_to_display``.
+``response_to_display`` -- referred to as ``@tag:response_to_display`` in the ``halt_after`` or ``halt_before`` parameters
+of :py:func:`Application.run <burr.core.application.Application.run>`, :py:func:`Application.iterate <burr.core.application.Application.iterate>`, etc.
+APIs.
 
 In all function-based APIs, you can pass in a list of tags with the ``tags`` parameter.
 In class-based APIs, you can set the ``tags`` property.
diff --git a/pull/505/_sources/concepts/state-persistence.rst.txt b/pull/505/_sources/concepts/state-persistence.rst.txt
index 8ae5f884..1c0bcd7e 100644
--- a/pull/505/_sources/concepts/state-persistence.rst.txt
+++ b/pull/505/_sources/concepts/state-persistence.rst.txt
@@ -43,7 +43,7 @@ Note that ``partition_key`` can be `None` if this is not relevant. A UUID is alw
 
 You set these values using the :py:meth:`with_identifiers() <burr.core.application.ApplicationBuilder.with_identifiers>` method.
 
-Note: to access ``app_id`` and ``partition_key`` in your running application, you can have the :py:class:`ApplicationContext <burr.core.application.ApplicationContext>`
+Note: to access application-level metadata such as ``app_id``, ``partition_key``, ``sequence_id``, and ``action_name`` in your running application, you can have the :py:class:`ApplicationContext <burr.core.application.ApplicationContext>`
 injected into your Burr Actions. This is done by adding ``__context`` to the action signature:
 
 .. code-block:: python
@@ -54,6 +54,8 @@ injected into your Burr Actions. This is done by adding ``__context`` to the act
     def my_action(state: State, __context: ApplicationContext) -> State:
         app_id = __context.app_id
         partition_key = __context.partition_key
+        action_name = __context.action_name
+        sequence_id = __context.sequence_id
         ...
 
 
@@ -115,7 +117,7 @@ To make the above more concrete, let's look at a basic chatbot:
 
 .. code-block:: python
 
-    state_persister =  SQLLitePersister(db_path=".sqllite.db", table_name="burr_state")
+    state_persister =  SQLLitePersister.from_values(db_path=".sqllite.db", table_name="burr_state")
     app = (
         ApplicationBuilder()
         .with_actions(
@@ -151,10 +153,75 @@ See :ref:`available persisters here <persistersref>`.
 Note that the tracker also allows reloading from a file, but this is not recommended for production use.
 
 
+Persister Usage
+______________________________
+We follow the naming convention ``b_database-dependency-library``, where the ``b_`` is used to avoid name
+clashing with the underlying library. We chose the library name in case we implement the same database
+persister with different dependency libraries to keep the class naming convention.
+
+To initialize the persister we recommend using one of the two class methods: ``.from_config(...)`` or ``.from_values(...)`` that
+establish a connection to the database and return the persister object. In case you already have a database connection
+established (or using a connection pool), you can also initialize the persister directly and pass in the database
+connection as the first argument.
+
+We recommend that you manually handle the database connection cleanup. For now, in the case of
+synchronous persisters, the connection gets closed when the object is deleted. For asynchronous
+persisters this is not possible. Therefore, we suggest that you either use the persister as a context
+manager
+
+.. code-block:: python
+
+    with SQLLitePersister.from_values(
+            db_path=".sqllite.db",
+            table_name="burr_state"
+            ) as state_persister:
+
+        app = (
+            ApplicationBuilder()
+            .with_actions(...)
+            .with_transitions(...)
+            .initialize_from(
+                state_persister, ...
+                )
+            .with_state_persister(state_persister)
+            .with_identifiers(app_id=app_id)
+            .build()
+        )
+
+        *_, state = app.run(...)
+
+or manually close the connection to the database, by using the `.cleanup()` method of the persister
+
+.. code-block:: python
+
+    state_persister = SQLLitePersister.from_values(db_path=".sqllite.db", table_name="burr_state")
+    app = (
+        ApplicationBuilder()
+        .with_actions(...)
+        .with_transitions(...)
+        .initialize_from(
+            state_persister, ...
+            )
+        .with_state_persister(state_persister)
+        .with_identifiers(app_id=app_id)
+        .build()
+    )
+
+    try:
+        *_, state = app.run(...)
+    except Exception as e:
+        ...
+    finally:
+        state_persister.cleanup()
+
+to ensure no database connection leakage.
+
+
 Customizing State Persistence
 -----------------------------
 
-Burr exposes the :py:class:`BaseStatePersister <burr.core.persistence.BaseStatePersister>` API for custom state persistence. Implement,
+Burr exposes two APIs :py:class:`BaseStatePersister <burr.core.persistence.BaseStatePersister>` (sync) and
+:py:class:`AsyncBaseStatePersister <burr.core.persistence.AsyncBaseStatePersister>` (async) for custom state persistence. Implement,
 pass into the above functions, and you can write to whatever database you want! Please contribute back to the community if you do so.
 
 
diff --git a/pull/505/_sources/reference/persister.rst.txt b/pull/505/_sources/reference/persister.rst.txt
index e6068023..e8bd0002 100644
--- a/pull/505/_sources/reference/persister.rst.txt
+++ b/pull/505/_sources/reference/persister.rst.txt
@@ -2,11 +2,34 @@
 State Persistence
 =================
 
+.. _persistersref:
+
 Burr provides a set of tools to make loading and saving state easy. These are functions
 that will be used by lifecycle hooks to save and load state.
 
+We currently support the following database integrations:
+
+.. table:: Burr Implemented Persisters
+    :widths: auto
+
+    +-------------+-----------------------------------------------------------------+---------------------------------------------------------------------+
+    | Database    | Sync                                                            | Async                                                               |
+    +=============+===========+=====================================================+===============+=====================================================+
+    | SQLite      | sqlite3   | :ref:`SQLitePersister <syncsqliteref>`              | aiosqlite     | :ref:`AsyncSQLitePersister <asyncsqliteref>`        |
+    +-------------+-----------+-----------------------------------------------------+---------------+-----------------------------------------------------+
+    | PostgreSQL  | psycopg2  | :ref:`PostgreSQLPersister <syncpostgresref>`        | asyncpg       | :ref:`AsyncPostgreSQLPersister <asyncpostgresref>`  |
+    +-------------+-----------+-----------------------------------------------------+---------------+-----------------------------------------------------+
+    | Redis       | redis     | :ref:`RedisBasePersister <syncredisref>`            | redis.asyncio | :ref:`AsyncRedisBasePersister <asyncredisref>`      |
+    +-------------+-----------+-----------------------------------------------------+---------------+-----------------------------------------------------+
+    | MongoDB     | pymongo   | :ref:`MongoDBBasePersister <syncmongoref>`          | ❌            | ❌                                                  |
+    +-------------+-----------+-----------------------------------------------------+---------------+-----------------------------------------------------+
+
+We follow the naming convention ``b_dependency-library``, where the ``b_`` is used to avoid name
+clashing with the underlying library. We chose the library name in case we implement the same database
+persister with different dependency libraries to keep the class naming convention.
+
 If you want to implement your own state persister (to bridge it with a database), you should implement
-the ``BaseStatePersister`` interface.
+the ``BaseStatePersister`` or the ``AsyncBaseStatePersister`` interface.
 
 .. autoclass:: burr.core.persistence.BaseStatePersister
    :members:
@@ -57,27 +80,32 @@ Internally, this interface combines the following two interfaces:
 Supported Sync Implementations
 ================================
 
-.. _persistersref:
-
 Currently we support the following, although we highly recommend you contribute your own! We will be adding more shortly.
 
+.. _syncsqliteref:
+
 .. autoclass:: burr.core.persistence.SQLitePersister
    :members:
 
    .. automethod:: __init__
 
+.. _syncpostgresref:
 
-.. autoclass:: burr.integrations.persisters.postgresql.PostgreSQLPersister
+.. autoclass:: burr.integrations.persisters.b_psycopg2.PostgreSQLPersister
    :members:
 
    .. automethod:: __init__
 
+.. _syncredisref:
+
 .. autoclass:: burr.integrations.persisters.b_redis.RedisBasePersister
    :members:
 
    .. automethod:: __init__
 
-.. autoclass:: burr.integrations.persisters.b_mongodb.MongoDBBasePersister
+.. _syncmongoref:
+
+.. autoclass:: burr.integrations.persisters.b_pymongo.MongoDBBasePersister
    :members:
 
    .. automethod:: __init__
@@ -90,11 +118,27 @@ although it uses different mechanisms to save state (as it tracks more than just
 Supported Async Implementations
 ================================
 
+.. _asyncpersistersref:
+
 Currently we support the following, although we highly recommend you contribute your own! We will be adding more shortly.
 
-.. _asyncpersistersref:
+.. _asyncsqliteref:
 
 .. autoclass:: burr.integrations.persisters.b_aiosqlite.AsyncSQLitePersister
    :members:
 
    .. automethod:: __init__
+
+.. _asyncpostgresref:
+
+.. autoclass:: burr.integrations.persisters.b_asyncpg.AsyncPostgreSQLPersister
+   :members:
+
+   .. automethod:: __init__
+
+.. _asyncredisref:
+
+.. autoclass:: burr.integrations.persisters.b_redis.AsyncRedisBasePersister
+   :members:
+
+   .. automethod:: __init__
diff --git a/pull/505/concepts/actions/index.html b/pull/505/concepts/actions/index.html
index 4ade348a..1922ec58 100644
--- a/pull/505/concepts/actions/index.html
+++ b/pull/505/concepts/actions/index.html
@@ -457,7 +457,7 @@ <h1>Actions<a class="headerlink" href="#actions" title="Link to this heading">¶
 </pre></div>
 </div>
 <p>This means that the application does not <em>need</em> the inputs to be set.</p>
-<p>Note: to access <code class="docutils literal notranslate"><span class="pre">app_id</span></code> and <code class="docutils literal notranslate"><span class="pre">partition_key</span></code> in your running application, you can have the <a class="reference internal" href="../../reference/application/#burr.core.application.ApplicationContext" title="burr.core.application.ApplicationContext"><code class="xref py py-class docutils literal notranslate"><span class="pre">ApplicationContext</span></code></a>
+<p>Note: to access application-level metadata such as <code class="docutils literal notranslate"><span class="pre">app_id</span></code>, <code class="docutils literal notranslate"><span class="pre">partition_key</span></code>, <code class="docutils literal notranslate"><span class="pre">sequence_id</span></code>, and <code class="docutils literal notranslate"><span class="pre">action_name</span></code> in your running application, you can have the <a class="reference internal" href="../../reference/application/#burr.core.application.ApplicationContext" title="burr.core.application.ApplicationContext"><code class="xref py py-class docutils literal notranslate"><span class="pre">ApplicationContext</span></code></a>
 injected into your Burr Actions. This is done by adding <code class="docutils literal notranslate"><span class="pre">__context</span></code> to the action signature:</p>
 <div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="kn">from</span><span class="w"> </span><span class="nn">burr.core</span><span class="w"> </span><span class="kn">import</span> <span class="n">action</span><span class="p">,</span> <span class="n">State</span><span class="p">,</span> <span class="n">ApplicationContext</span>
 
@@ -465,6 +465,8 @@ <h1>Actions<a class="headerlink" href="#actions" title="Link to this heading">¶
 <span class="k">def</span><span class="w"> </span><span class="nf">my_action</span><span class="p">(</span><span class="n">state</span><span class="p">:</span> <span class="n">State</span><span class="p">,</span> <span class="n">__context</span><span class="p">:</span> <span class="n">ApplicationContext</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">State</span><span class="p">:</span>
     <span class="n">app_id</span> <span class="o">=</span> <span class="n">__context</span><span class="o">.</span><span class="n">app_id</span>
     <span class="n">partition_key</span> <span class="o">=</span> <span class="n">__context</span><span class="o">.</span><span class="n">partition_key</span>
+    <span class="n">action_name</span> <span class="o">=</span> <span class="n">__context</span><span class="o">.</span><span class="n">action_name</span>
+    <span class="n">sequence_id</span> <span class="o">=</span> <span class="n">__context</span><span class="o">.</span><span class="n">sequence_id</span>
     <span class="o">...</span>
 </pre></div>
 </div>
@@ -615,7 +617,9 @@ <h2>Tagging Actions<a class="headerlink" href="#tagging-actions" title="Link to
 </pre></div>
 </div>
 <p>This can be referred to either as the name of the action within the application, and/or as the tag
-<code class="docutils literal notranslate"><span class="pre">response_to_display</span></code>.</p>
+<code class="docutils literal notranslate"><span class="pre">response_to_display</span></code> – referred to as <code class="docutils literal notranslate"><span class="pre">&#64;tag:response_to_display</span></code> in the <code class="docutils literal notranslate"><span class="pre">halt_after</span></code> or <code class="docutils literal notranslate"><span class="pre">halt_before</span></code> parameters
+of <a class="reference internal" href="../../reference/application/#burr.core.application.Application.run" title="burr.core.application.Application.run"><code class="xref py py-func docutils literal notranslate"><span class="pre">Application.run</span></code></a>, <a class="reference internal" href="../../reference/application/#burr.core.application.Application.iterate" title="burr.core.application.Application.iterate"><code class="xref py py-func docutils literal notranslate"><span class="pre">Application.iterate</span></code></a>, etc.
+APIs.</p>
 <p>In all function-based APIs, you can pass in a list of tags with the <code class="docutils literal notranslate"><span class="pre">tags</span></code> parameter.
 In class-based APIs, you can set the <code class="docutils literal notranslate"><span class="pre">tags</span></code> property.</p>
 </section>
diff --git a/pull/505/concepts/state-persistence/index.html b/pull/505/concepts/state-persistence/index.html
index 9cca8641..4e62810d 100644
--- a/pull/505/concepts/state-persistence/index.html
+++ b/pull/505/concepts/state-persistence/index.html
@@ -405,7 +405,7 @@ <h2>State Keys<a class="headerlink" href="#state-keys" title="Link to this headi
 <p>In the case of a chatbot, the <code class="docutils literal notranslate"><span class="pre">app_id</span></code> could be a uuid, and the <code class="docutils literal notranslate"><span class="pre">partition_key</span></code> could be the user’s ID or email, etc.
 Note that <code class="docutils literal notranslate"><span class="pre">partition_key</span></code> can be <cite>None</cite> if this is not relevant. A UUID is always generated for the <code class="docutils literal notranslate"><span class="pre">app_id</span></code> if not provided.</p>
 <p>You set these values using the <a class="reference internal" href="../../reference/application/#burr.core.application.ApplicationBuilder.with_identifiers" title="burr.core.application.ApplicationBuilder.with_identifiers"><code class="xref py py-meth docutils literal notranslate"><span class="pre">with_identifiers()</span></code></a> method.</p>
-<p>Note: to access <code class="docutils literal notranslate"><span class="pre">app_id</span></code> and <code class="docutils literal notranslate"><span class="pre">partition_key</span></code> in your running application, you can have the <a class="reference internal" href="../../reference/application/#burr.core.application.ApplicationContext" title="burr.core.application.ApplicationContext"><code class="xref py py-class docutils literal notranslate"><span class="pre">ApplicationContext</span></code></a>
+<p>Note: to access application-level metadata such as <code class="docutils literal notranslate"><span class="pre">app_id</span></code>, <code class="docutils literal notranslate"><span class="pre">partition_key</span></code>, <code class="docutils literal notranslate"><span class="pre">sequence_id</span></code>, and <code class="docutils literal notranslate"><span class="pre">action_name</span></code> in your running application, you can have the <a class="reference internal" href="../../reference/application/#burr.core.application.ApplicationContext" title="burr.core.application.ApplicationContext"><code class="xref py py-class docutils literal notranslate"><span class="pre">ApplicationContext</span></code></a>
 injected into your Burr Actions. This is done by adding <code class="docutils literal notranslate"><span class="pre">__context</span></code> to the action signature:</p>
 <div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="kn">from</span><span class="w"> </span><span class="nn">burr.core</span><span class="w"> </span><span class="kn">import</span> <span class="n">action</span><span class="p">,</span> <span class="n">State</span><span class="p">,</span> <span class="n">ApplicationContext</span>
 
@@ -413,6 +413,8 @@ <h2>State Keys<a class="headerlink" href="#state-keys" title="Link to this headi
 <span class="k">def</span><span class="w"> </span><span class="nf">my_action</span><span class="p">(</span><span class="n">state</span><span class="p">:</span> <span class="n">State</span><span class="p">,</span> <span class="n">__context</span><span class="p">:</span> <span class="n">ApplicationContext</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">State</span><span class="p">:</span>
     <span class="n">app_id</span> <span class="o">=</span> <span class="n">__context</span><span class="o">.</span><span class="n">app_id</span>
     <span class="n">partition_key</span> <span class="o">=</span> <span class="n">__context</span><span class="o">.</span><span class="n">partition_key</span>
+    <span class="n">action_name</span> <span class="o">=</span> <span class="n">__context</span><span class="o">.</span><span class="n">action_name</span>
+    <span class="n">sequence_id</span> <span class="o">=</span> <span class="n">__context</span><span class="o">.</span><span class="n">sequence_id</span>
     <span class="o">...</span>
 </pre></div>
 </div>
@@ -457,7 +459,7 @@ <h3>Writing state<a class="headerlink" href="#writing-state" title="Link to this
 <section id="an-example">
 <h3>An example<a class="headerlink" href="#an-example" title="Link to this heading">¶</a></h3>
 <p>To make the above more concrete, let’s look at a basic chatbot:</p>
-<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="n">state_persister</span> <span class="o">=</span>  <span class="n">SQLLitePersister</span><span class="p">(</span><span class="n">db_path</span><span class="o">=</span><span class="s2">&quot;.sqllite.db&quot;</span><span class="p">,</span> <span class="n">table_name</span><span class="o">=</span><span class="s2">&quot;burr_state&quot;</span><span class="p">)</span>
+<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="n">state_persister</span> <span class="o">=</span>  <span class="n">SQLLitePersister</span><span class="o">.</span><span class="n">from_values</span><span class="p">(</span><span class="n">db_path</span><span class="o">=</span><span class="s2">&quot;.sqllite.db&quot;</span><span class="p">,</span> <span class="n">table_name</span><span class="o">=</span><span class="s2">&quot;burr_state&quot;</span><span class="p">)</span>
 <span class="n">app</span> <span class="o">=</span> <span class="p">(</span>
     <span class="n">ApplicationBuilder</span><span class="p">()</span>
     <span class="o">.</span><span class="n">with_actions</span><span class="p">(</span>
@@ -491,10 +493,68 @@ <h3>Supported Persistence Backends<a class="headerlink" href="#supported-persist
 <p>See <a class="reference internal" href="../../reference/persister/#persistersref"><span class="std std-ref">available persisters here</span></a>.
 Note that the tracker also allows reloading from a file, but this is not recommended for production use.</p>
 </section>
+<section id="persister-usage">
+<h3>Persister Usage<a class="headerlink" href="#persister-usage" title="Link to this heading">¶</a></h3>
+<p>We follow the naming convention <code class="docutils literal notranslate"><span class="pre">b_database-dependency-library</span></code>, where the <code class="docutils literal notranslate"><span class="pre">b_</span></code> is used to avoid name
+clashing with the underlying library. We chose the library name in case we implement the same database
+persister with different dependency libraries to keep the class naming convention.</p>
+<p>To initialize the persister we recommend using one of the two class methods: <code class="docutils literal notranslate"><span class="pre">.from_config(...)</span></code> or <code class="docutils literal notranslate"><span class="pre">.from_values(...)</span></code> that
+establish a connection to the database and return the persister object. In case you already have a database connection
+established (or using a connection pool), you can also initialize the persister directly and pass in the database
+connection as the first argument.</p>
+<p>We recommend that you manually handle the database connection cleanup. For now, in the case of
+synchronous persisters, the connection gets closed when the object is deleted. For asynchronous
+persisters this is not possible. Therefore, we suggest that you either use the persister as a context
+manager</p>
+<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="k">with</span> <span class="n">SQLLitePersister</span><span class="o">.</span><span class="n">from_values</span><span class="p">(</span>
+        <span class="n">db_path</span><span class="o">=</span><span class="s2">&quot;.sqllite.db&quot;</span><span class="p">,</span>
+        <span class="n">table_name</span><span class="o">=</span><span class="s2">&quot;burr_state&quot;</span>
+        <span class="p">)</span> <span class="k">as</span> <span class="n">state_persister</span><span class="p">:</span>
+
+    <span class="n">app</span> <span class="o">=</span> <span class="p">(</span>
+        <span class="n">ApplicationBuilder</span><span class="p">()</span>
+        <span class="o">.</span><span class="n">with_actions</span><span class="p">(</span><span class="o">...</span><span class="p">)</span>
+        <span class="o">.</span><span class="n">with_transitions</span><span class="p">(</span><span class="o">...</span><span class="p">)</span>
+        <span class="o">.</span><span class="n">initialize_from</span><span class="p">(</span>
+            <span class="n">state_persister</span><span class="p">,</span> <span class="o">...</span>
+            <span class="p">)</span>
+        <span class="o">.</span><span class="n">with_state_persister</span><span class="p">(</span><span class="n">state_persister</span><span class="p">)</span>
+        <span class="o">.</span><span class="n">with_identifiers</span><span class="p">(</span><span class="n">app_id</span><span class="o">=</span><span class="n">app_id</span><span class="p">)</span>
+        <span class="o">.</span><span class="n">build</span><span class="p">()</span>
+    <span class="p">)</span>
+
+    <span class="o">*</span><span class="n">_</span><span class="p">,</span> <span class="n">state</span> <span class="o">=</span> <span class="n">app</span><span class="o">.</span><span class="n">run</span><span class="p">(</span><span class="o">...</span><span class="p">)</span>
+</pre></div>
+</div>
+<p>or manually close the connection to the database, by using the <cite>.cleanup()</cite> method of the persister</p>
+<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="n">state_persister</span> <span class="o">=</span> <span class="n">SQLLitePersister</span><span class="o">.</span><span class="n">from_values</span><span class="p">(</span><span class="n">db_path</span><span class="o">=</span><span class="s2">&quot;.sqllite.db&quot;</span><span class="p">,</span> <span class="n">table_name</span><span class="o">=</span><span class="s2">&quot;burr_state&quot;</span><span class="p">)</span>
+<span class="n">app</span> <span class="o">=</span> <span class="p">(</span>
+    <span class="n">ApplicationBuilder</span><span class="p">()</span>
+    <span class="o">.</span><span class="n">with_actions</span><span class="p">(</span><span class="o">...</span><span class="p">)</span>
+    <span class="o">.</span><span class="n">with_transitions</span><span class="p">(</span><span class="o">...</span><span class="p">)</span>
+    <span class="o">.</span><span class="n">initialize_from</span><span class="p">(</span>
+        <span class="n">state_persister</span><span class="p">,</span> <span class="o">...</span>
+        <span class="p">)</span>
+    <span class="o">.</span><span class="n">with_state_persister</span><span class="p">(</span><span class="n">state_persister</span><span class="p">)</span>
+    <span class="o">.</span><span class="n">with_identifiers</span><span class="p">(</span><span class="n">app_id</span><span class="o">=</span><span class="n">app_id</span><span class="p">)</span>
+    <span class="o">.</span><span class="n">build</span><span class="p">()</span>
+<span class="p">)</span>
+
+<span class="k">try</span><span class="p">:</span>
+    <span class="o">*</span><span class="n">_</span><span class="p">,</span> <span class="n">state</span> <span class="o">=</span> <span class="n">app</span><span class="o">.</span><span class="n">run</span><span class="p">(</span><span class="o">...</span><span class="p">)</span>
+<span class="k">except</span> <span class="ne">Exception</span> <span class="k">as</span> <span class="n">e</span><span class="p">:</span>
+    <span class="o">...</span>
+<span class="k">finally</span><span class="p">:</span>
+    <span class="n">state_persister</span><span class="o">.</span><span class="n">cleanup</span><span class="p">()</span>
+</pre></div>
+</div>
+<p>to ensure no database connection leakage.</p>
+</section>
 </section>
 <section id="customizing-state-persistence">
 <h2>Customizing State Persistence<a class="headerlink" href="#customizing-state-persistence" title="Link to this heading">¶</a></h2>
-<p>Burr exposes the <a class="reference internal" href="../../reference/persister/#burr.core.persistence.BaseStatePersister" title="burr.core.persistence.BaseStatePersister"><code class="xref py py-class docutils literal notranslate"><span class="pre">BaseStatePersister</span></code></a> API for custom state persistence. Implement,
+<p>Burr exposes two APIs <a class="reference internal" href="../../reference/persister/#burr.core.persistence.BaseStatePersister" title="burr.core.persistence.BaseStatePersister"><code class="xref py py-class docutils literal notranslate"><span class="pre">BaseStatePersister</span></code></a> (sync) and
+<a class="reference internal" href="../../reference/persister/#burr.core.persistence.AsyncBaseStatePersister" title="burr.core.persistence.AsyncBaseStatePersister"><code class="xref py py-class docutils literal notranslate"><span class="pre">AsyncBaseStatePersister</span></code></a> (async) for custom state persistence. Implement,
 pass into the above functions, and you can write to whatever database you want! Please contribute back to the community if you do so.</p>
 </section>
 <section id="loading-from-the-tracker">
@@ -601,6 +661,7 @@ <h2>Custom Serialization and Deserialization<a class="headerlink" href="#custom-
 <li><a class="reference internal" href="#writing-state">Writing state</a></li>
 <li><a class="reference internal" href="#an-example">An example</a></li>
 <li><a class="reference internal" href="#supported-persistence-backends">Supported Persistence Backends</a></li>
+<li><a class="reference internal" href="#persister-usage">Persister Usage</a></li>
 </ul>
 </li>
 <li><a class="reference internal" href="#customizing-state-persistence">Customizing State Persistence</a></li>
diff --git a/pull/505/genindex/index.html b/pull/505/genindex/index.html
index 9c383d69..79770711 100644
--- a/pull/505/genindex/index.html
+++ b/pull/505/genindex/index.html
@@ -402,11 +402,15 @@ <h2>_</h2>
 </li>
           <li><a href="../reference/persister/#burr.integrations.persisters.b_aiosqlite.AsyncSQLitePersister.__init__">(burr.integrations.persisters.b_aiosqlite.AsyncSQLitePersister method)</a>
 </li>
-          <li><a href="../reference/persister/#burr.integrations.persisters.b_mongodb.MongoDBBasePersister.__init__">(burr.integrations.persisters.b_mongodb.MongoDBBasePersister method)</a>
+          <li><a href="../reference/persister/#burr.integrations.persisters.b_asyncpg.AsyncPostgreSQLPersister.__init__">(burr.integrations.persisters.b_asyncpg.AsyncPostgreSQLPersister method)</a>
 </li>
-          <li><a href="../reference/persister/#burr.integrations.persisters.b_redis.RedisBasePersister.__init__">(burr.integrations.persisters.b_redis.RedisBasePersister method)</a>
+          <li><a href="../reference/persister/#burr.integrations.persisters.b_psycopg2.PostgreSQLPersister.__init__">(burr.integrations.persisters.b_psycopg2.PostgreSQLPersister method)</a>
+</li>
+          <li><a href="../reference/persister/#burr.integrations.persisters.b_pymongo.MongoDBBasePersister.__init__">(burr.integrations.persisters.b_pymongo.MongoDBBasePersister method)</a>
 </li>
-          <li><a href="../reference/persister/#burr.integrations.persisters.postgresql.PostgreSQLPersister.__init__">(burr.integrations.persisters.postgresql.PostgreSQLPersister method)</a>
+          <li><a href="../reference/persister/#burr.integrations.persisters.b_redis.AsyncRedisBasePersister.__init__">(burr.integrations.persisters.b_redis.AsyncRedisBasePersister method)</a>
+</li>
+          <li><a href="../reference/persister/#burr.integrations.persisters.b_redis.RedisBasePersister.__init__">(burr.integrations.persisters.b_redis.RedisBasePersister method)</a>
 </li>
           <li><a href="../reference/typing/#burr.integrations.pydantic.PydanticTypingSystem.__init__">(burr.integrations.pydantic.PydanticTypingSystem method)</a>
 </li>
@@ -459,10 +463,10 @@ <h2>A</h2>
 </li>
         <li><a href="../reference/integrations/hamilton/#burr.integrations.hamilton.append_state">append_state() (in module burr.integrations.hamilton)</a>
 </li>
-    </ul></td>
-    <td style="width: 33%; vertical-align: top;"><ul>
         <li><a href="../reference/application/#burr.core.application.Application">Application (class in burr.core.application)</a>
 </li>
+    </ul></td>
+    <td style="width: 33%; vertical-align: top;"><ul>
         <li><a href="../reference/application/#burr.core.application.ApplicationBuilder">ApplicationBuilder (class in burr.core.application)</a>
 </li>
         <li><a href="../reference/application/#burr.core.application.ApplicationContext">ApplicationContext (class in burr.core.application)</a>
@@ -482,6 +486,10 @@ <h2>A</h2>
         <li><a href="../reference/persister/#burr.core.persistence.AsyncBaseStatePersister">AsyncBaseStatePersister (class in burr.core.persistence)</a>
 </li>
         <li><a href="../reference/persister/#burr.core.persistence.AsyncBaseStateSaver">AsyncBaseStateSaver (class in burr.core.persistence)</a>
+</li>
+        <li><a href="../reference/persister/#burr.integrations.persisters.b_asyncpg.AsyncPostgreSQLPersister">AsyncPostgreSQLPersister (class in burr.integrations.persisters.b_asyncpg)</a>
+</li>
+        <li><a href="../reference/persister/#burr.integrations.persisters.b_redis.AsyncRedisBasePersister">AsyncRedisBasePersister (class in burr.integrations.persisters.b_redis)</a>
 </li>
         <li><a href="../reference/persister/#burr.integrations.persisters.b_aiosqlite.AsyncSQLitePersister">AsyncSQLitePersister (class in burr.integrations.persisters.b_aiosqlite)</a>
 </li>
@@ -556,6 +564,24 @@ <h2>B</h2>
   <h2>C</h2>
   <table style="width: 100%" class="indextable genindextable"><tr>
     <td style="width: 33%; vertical-align: top;"><ul>
+        <li><a href="../reference/persister/#burr.core.persistence.SQLitePersister.cleanup">cleanup() (burr.core.persistence.SQLitePersister method)</a>
+
+        <ul>
+          <li><a href="../reference/persister/#burr.integrations.persisters.b_aiosqlite.AsyncSQLitePersister.cleanup">(burr.integrations.persisters.b_aiosqlite.AsyncSQLitePersister method)</a>
+</li>
+          <li><a href="../reference/persister/#burr.integrations.persisters.b_asyncpg.AsyncPostgreSQLPersister.cleanup">(burr.integrations.persisters.b_asyncpg.AsyncPostgreSQLPersister method)</a>
+</li>
+          <li><a href="../reference/persister/#burr.integrations.persisters.b_psycopg2.PostgreSQLPersister.cleanup">(burr.integrations.persisters.b_psycopg2.PostgreSQLPersister method)</a>
+</li>
+          <li><a href="../reference/persister/#burr.integrations.persisters.b_pymongo.MongoDBBasePersister.cleanup">(burr.integrations.persisters.b_pymongo.MongoDBBasePersister method)</a>
+</li>
+          <li><a href="../reference/persister/#burr.integrations.persisters.b_redis.AsyncRedisBasePersister.cleanup">(burr.integrations.persisters.b_redis.AsyncRedisBasePersister method)</a>
+</li>
+          <li><a href="../reference/persister/#burr.integrations.persisters.b_redis.RedisBasePersister.cleanup">(burr.integrations.persisters.b_redis.RedisBasePersister method)</a>
+</li>
+        </ul></li>
+        <li><a href="../reference/persister/#burr.integrations.persisters.b_aiosqlite.AsyncSQLitePersister.close">close() (burr.integrations.persisters.b_aiosqlite.AsyncSQLitePersister method)</a>
+</li>
         <li><a href="../reference/conditions/#burr.core.action.Condition">Condition (class in burr.core.action)</a>
 </li>
         <li><a href="../reference/typing/#burr.core.typing.TypingSystem.construct_data">construct_data() (burr.core.typing.TypingSystem method)</a>
@@ -564,6 +590,8 @@ <h2>C</h2>
           <li><a href="../reference/typing/#burr.integrations.pydantic.PydanticTypingSystem.construct_data">(burr.integrations.pydantic.PydanticTypingSystem method)</a>
 </li>
         </ul></li>
+    </ul></td>
+    <td style="width: 33%; vertical-align: top;"><ul>
         <li><a href="../reference/typing/#burr.core.typing.TypingSystem.construct_state">construct_state() (burr.core.typing.TypingSystem method)</a>
 
         <ul>
@@ -572,18 +600,24 @@ <h2>C</h2>
         </ul></li>
         <li><a href="../reference/application/#burr.core.application.Application.context">context (burr.core.application.Application property)</a>
 </li>
-    </ul></td>
-    <td style="width: 33%; vertical-align: top;"><ul>
         <li><a href="../reference/tracking/#burr.tracking.LocalTrackingClient.copy">copy() (burr.tracking.LocalTrackingClient method)</a>
 </li>
         <li><a href="../reference/parallelism/#burr.core.parallelism.RunnableGraph.create">create() (burr.core.parallelism.RunnableGraph static method)</a>
 </li>
         <li><a href="../reference/visibility/#burr.visibility.tracing.ActionSpan.create_initial">create_initial() (burr.visibility.tracing.ActionSpan class method)</a>
 </li>
-        <li><a href="../reference/persister/#burr.integrations.persisters.b_redis.RedisBasePersister.create_key">create_key() (burr.integrations.persisters.b_redis.RedisBasePersister method)</a>
+        <li><a href="../reference/persister/#burr.integrations.persisters.b_redis.AsyncRedisBasePersister.create_key">create_key() (burr.integrations.persisters.b_redis.AsyncRedisBasePersister method)</a>
+
+        <ul>
+          <li><a href="../reference/persister/#burr.integrations.persisters.b_redis.RedisBasePersister.create_key">(burr.integrations.persisters.b_redis.RedisBasePersister method)</a>
 </li>
-        <li><a href="../reference/persister/#burr.integrations.persisters.postgresql.PostgreSQLPersister.create_table">create_table() (burr.integrations.persisters.postgresql.PostgreSQLPersister method)</a>
+        </ul></li>
+        <li><a href="../reference/persister/#burr.integrations.persisters.b_asyncpg.AsyncPostgreSQLPersister.create_table">create_table() (burr.integrations.persisters.b_asyncpg.AsyncPostgreSQLPersister method)</a>
+
+        <ul>
+          <li><a href="../reference/persister/#burr.integrations.persisters.b_psycopg2.PostgreSQLPersister.create_table">(burr.integrations.persisters.b_psycopg2.PostgreSQLPersister method)</a>
 </li>
+        </ul></li>
         <li><a href="../reference/persister/#burr.core.persistence.SQLitePersister.create_table_if_not_exists">create_table_if_not_exists() (burr.core.persistence.SQLitePersister method)</a>
 
         <ul>
@@ -644,24 +678,44 @@ <h2>E</h2>
   <h2>F</h2>
   <table style="width: 100%" class="indextable genindextable"><tr>
     <td style="width: 33%; vertical-align: top;"><ul>
-        <li><a href="../reference/persister/#burr.integrations.persisters.postgresql.PostgreSQLPersister.from_config">from_config() (burr.integrations.persisters.postgresql.PostgreSQLPersister class method)</a>
+        <li><a href="../reference/persister/#burr.core.persistence.SQLitePersister.from_config">from_config() (burr.core.persistence.SQLitePersister class method)</a>
+
+        <ul>
+          <li><a href="../reference/persister/#burr.integrations.persisters.b_aiosqlite.AsyncSQLitePersister.from_config">(burr.integrations.persisters.b_aiosqlite.AsyncSQLitePersister class method)</a>
+</li>
+          <li><a href="../reference/persister/#burr.integrations.persisters.b_asyncpg.AsyncPostgreSQLPersister.from_config">(burr.integrations.persisters.b_asyncpg.AsyncPostgreSQLPersister class method)</a>
+</li>
+          <li><a href="../reference/persister/#burr.integrations.persisters.b_psycopg2.PostgreSQLPersister.from_config">(burr.integrations.persisters.b_psycopg2.PostgreSQLPersister class method)</a>
+</li>
+          <li><a href="../reference/persister/#burr.integrations.persisters.b_pymongo.MongoDBBasePersister.from_config">(burr.integrations.persisters.b_pymongo.MongoDBBasePersister class method)</a>
+</li>
+          <li><a href="../reference/persister/#burr.integrations.persisters.b_redis.AsyncRedisBasePersister.from_config">(burr.integrations.persisters.b_redis.AsyncRedisBasePersister class method)</a>
+</li>
+          <li><a href="../reference/persister/#burr.integrations.persisters.b_redis.RedisBasePersister.from_config">(burr.integrations.persisters.b_redis.RedisBasePersister class method)</a>
 </li>
+        </ul></li>
         <li><a href="../reference/integrations/hamilton/#burr.integrations.hamilton.from_state">from_state() (in module burr.integrations.hamilton)</a>
 </li>
+    </ul></td>
+    <td style="width: 33%; vertical-align: top;"><ul>
         <li><a href="../reference/integrations/hamilton/#burr.integrations.hamilton.from_value">from_value() (in module burr.integrations.hamilton)</a>
 </li>
-        <li><a href="../reference/persister/#burr.integrations.persisters.b_aiosqlite.AsyncSQLitePersister.from_values">from_values() (burr.integrations.persisters.b_aiosqlite.AsyncSQLitePersister class method)</a>
+        <li><a href="../reference/persister/#burr.core.persistence.SQLitePersister.from_values">from_values() (burr.core.persistence.SQLitePersister class method)</a>
 
         <ul>
-          <li><a href="../reference/persister/#burr.integrations.persisters.b_mongodb.MongoDBBasePersister.from_values">(burr.integrations.persisters.b_mongodb.MongoDBBasePersister class method)</a>
+          <li><a href="../reference/persister/#burr.integrations.persisters.b_aiosqlite.AsyncSQLitePersister.from_values">(burr.integrations.persisters.b_aiosqlite.AsyncSQLitePersister class method)</a>
 </li>
-          <li><a href="../reference/persister/#burr.integrations.persisters.b_redis.RedisBasePersister.from_values">(burr.integrations.persisters.b_redis.RedisBasePersister class method)</a>
+          <li><a href="../reference/persister/#burr.integrations.persisters.b_asyncpg.AsyncPostgreSQLPersister.from_values">(burr.integrations.persisters.b_asyncpg.AsyncPostgreSQLPersister class method)</a>
+</li>
+          <li><a href="../reference/persister/#burr.integrations.persisters.b_psycopg2.PostgreSQLPersister.from_values">(burr.integrations.persisters.b_psycopg2.PostgreSQLPersister class method)</a>
 </li>
-          <li><a href="../reference/persister/#burr.integrations.persisters.postgresql.PostgreSQLPersister.from_values">(burr.integrations.persisters.postgresql.PostgreSQLPersister class method)</a>
+          <li><a href="../reference/persister/#burr.integrations.persisters.b_pymongo.MongoDBBasePersister.from_values">(burr.integrations.persisters.b_pymongo.MongoDBBasePersister class method)</a>
+</li>
+          <li><a href="../reference/persister/#burr.integrations.persisters.b_redis.AsyncRedisBasePersister.from_values">(burr.integrations.persisters.b_redis.AsyncRedisBasePersister class method)</a>
+</li>
+          <li><a href="../reference/persister/#burr.integrations.persisters.b_redis.RedisBasePersister.from_values">(burr.integrations.persisters.b_redis.RedisBasePersister class method)</a>
 </li>
         </ul></li>
-    </ul></td>
-    <td style="width: 33%; vertical-align: top;"><ul>
         <li><a href="../reference/actions/#burr.core.action.Function">Function (class in burr.core.action)</a>
 </li>
     </ul></td>
@@ -676,7 +730,7 @@ <h2>G</h2>
 </li>
         <li><a href="../reference/application/#burr.core.graph.Graph.get_action">get_action() (burr.core.graph.Graph method)</a>
 </li>
-        <li><a href="../reference/application/#burr.core.graph.Graph.get_actions_by_alias">get_actions_by_alias() (burr.core.graph.Graph method)</a>
+        <li><a href="../reference/application/#burr.core.graph.Graph.get_actions_by_tag">get_actions_by_tag() (burr.core.graph.Graph method)</a>
 </li>
         <li><a href="../reference/state/#burr.core.state.State.get_all">get_all() (burr.core.state.State method)</a>
 </li>
@@ -735,7 +789,9 @@ <h2>I</h2>
 </li>
           <li><a href="../reference/persister/#burr.integrations.persisters.b_aiosqlite.AsyncSQLitePersister.initialize">(burr.integrations.persisters.b_aiosqlite.AsyncSQLitePersister method)</a>
 </li>
-          <li><a href="../reference/persister/#burr.integrations.persisters.postgresql.PostgreSQLPersister.initialize">(burr.integrations.persisters.postgresql.PostgreSQLPersister method)</a>
+          <li><a href="../reference/persister/#burr.integrations.persisters.b_asyncpg.AsyncPostgreSQLPersister.initialize">(burr.integrations.persisters.b_asyncpg.AsyncPostgreSQLPersister method)</a>
+</li>
+          <li><a href="../reference/persister/#burr.integrations.persisters.b_psycopg2.PostgreSQLPersister.initialize">(burr.integrations.persisters.b_psycopg2.PostgreSQLPersister method)</a>
 </li>
         </ul></li>
         <li><a href="../reference/application/#burr.core.application.ApplicationBuilder.initialize_from">initialize_from() (burr.core.application.ApplicationBuilder method)</a>
@@ -777,7 +833,9 @@ <h2>I</h2>
 </li>
           <li><a href="../reference/persister/#burr.integrations.persisters.b_aiosqlite.AsyncSQLitePersister.is_initialized">(burr.integrations.persisters.b_aiosqlite.AsyncSQLitePersister method)</a>
 </li>
-          <li><a href="../reference/persister/#burr.integrations.persisters.postgresql.PostgreSQLPersister.is_initialized">(burr.integrations.persisters.postgresql.PostgreSQLPersister method)</a>
+          <li><a href="../reference/persister/#burr.integrations.persisters.b_asyncpg.AsyncPostgreSQLPersister.is_initialized">(burr.integrations.persisters.b_asyncpg.AsyncPostgreSQLPersister method)</a>
+</li>
+          <li><a href="../reference/persister/#burr.integrations.persisters.b_psycopg2.PostgreSQLPersister.is_initialized">(burr.integrations.persisters.b_psycopg2.PostgreSQLPersister method)</a>
 </li>
         </ul></li>
         <li><a href="../reference/application/#burr.core.application.Application.iterate">iterate() (burr.core.application.Application method)</a>
@@ -803,11 +861,15 @@ <h2>L</h2>
 </li>
           <li><a href="../reference/persister/#burr.integrations.persisters.b_aiosqlite.AsyncSQLitePersister.list_app_ids">(burr.integrations.persisters.b_aiosqlite.AsyncSQLitePersister method)</a>
 </li>
-          <li><a href="../reference/persister/#burr.integrations.persisters.b_mongodb.MongoDBBasePersister.list_app_ids">(burr.integrations.persisters.b_mongodb.MongoDBBasePersister method)</a>
+          <li><a href="../reference/persister/#burr.integrations.persisters.b_asyncpg.AsyncPostgreSQLPersister.list_app_ids">(burr.integrations.persisters.b_asyncpg.AsyncPostgreSQLPersister method)</a>
 </li>
-          <li><a href="../reference/persister/#burr.integrations.persisters.b_redis.RedisBasePersister.list_app_ids">(burr.integrations.persisters.b_redis.RedisBasePersister method)</a>
+          <li><a href="../reference/persister/#burr.integrations.persisters.b_psycopg2.PostgreSQLPersister.list_app_ids">(burr.integrations.persisters.b_psycopg2.PostgreSQLPersister method)</a>
+</li>
+          <li><a href="../reference/persister/#burr.integrations.persisters.b_pymongo.MongoDBBasePersister.list_app_ids">(burr.integrations.persisters.b_pymongo.MongoDBBasePersister method)</a>
 </li>
-          <li><a href="../reference/persister/#burr.integrations.persisters.postgresql.PostgreSQLPersister.list_app_ids">(burr.integrations.persisters.postgresql.PostgreSQLPersister method)</a>
+          <li><a href="../reference/persister/#burr.integrations.persisters.b_redis.AsyncRedisBasePersister.list_app_ids">(burr.integrations.persisters.b_redis.AsyncRedisBasePersister method)</a>
+</li>
+          <li><a href="../reference/persister/#burr.integrations.persisters.b_redis.RedisBasePersister.list_app_ids">(burr.integrations.persisters.b_redis.RedisBasePersister method)</a>
 </li>
           <li><a href="../reference/tracking/#burr.tracking.LocalTrackingClient.list_app_ids">(burr.tracking.LocalTrackingClient method)</a>
 </li>
@@ -827,11 +889,15 @@ <h2>L</h2>
 </li>
           <li><a href="../reference/persister/#burr.integrations.persisters.b_aiosqlite.AsyncSQLitePersister.load">(burr.integrations.persisters.b_aiosqlite.AsyncSQLitePersister method)</a>
 </li>
-          <li><a href="../reference/persister/#burr.integrations.persisters.b_mongodb.MongoDBBasePersister.load">(burr.integrations.persisters.b_mongodb.MongoDBBasePersister method)</a>
+          <li><a href="../reference/persister/#burr.integrations.persisters.b_asyncpg.AsyncPostgreSQLPersister.load">(burr.integrations.persisters.b_asyncpg.AsyncPostgreSQLPersister method)</a>
 </li>
-          <li><a href="../reference/persister/#burr.integrations.persisters.b_redis.RedisBasePersister.load">(burr.integrations.persisters.b_redis.RedisBasePersister method)</a>
+          <li><a href="../reference/persister/#burr.integrations.persisters.b_psycopg2.PostgreSQLPersister.load">(burr.integrations.persisters.b_psycopg2.PostgreSQLPersister method)</a>
+</li>
+          <li><a href="../reference/persister/#burr.integrations.persisters.b_pymongo.MongoDBBasePersister.load">(burr.integrations.persisters.b_pymongo.MongoDBBasePersister method)</a>
 </li>
-          <li><a href="../reference/persister/#burr.integrations.persisters.postgresql.PostgreSQLPersister.load">(burr.integrations.persisters.postgresql.PostgreSQLPersister method)</a>
+          <li><a href="../reference/persister/#burr.integrations.persisters.b_redis.AsyncRedisBasePersister.load">(burr.integrations.persisters.b_redis.AsyncRedisBasePersister method)</a>
+</li>
+          <li><a href="../reference/persister/#burr.integrations.persisters.b_redis.RedisBasePersister.load">(burr.integrations.persisters.b_redis.RedisBasePersister method)</a>
 </li>
           <li><a href="../reference/tracking/#burr.tracking.LocalTrackingClient.load">(burr.tracking.LocalTrackingClient method)</a>
 </li>
@@ -881,7 +947,7 @@ <h2>M</h2>
         </ul></li>
     </ul></td>
     <td style="width: 33%; vertical-align: top;"><ul>
-        <li><a href="../reference/persister/#burr.integrations.persisters.b_mongodb.MongoDBBasePersister">MongoDBBasePersister (class in burr.integrations.persisters.b_mongodb)</a>
+        <li><a href="../reference/persister/#burr.integrations.persisters.b_pymongo.MongoDBBasePersister">MongoDBBasePersister (class in burr.integrations.persisters.b_pymongo)</a>
 </li>
     </ul></td>
   </tr></table>
@@ -957,7 +1023,7 @@ <h2>P</h2>
 </li>
     </ul></td>
     <td style="width: 33%; vertical-align: top;"><ul>
-        <li><a href="../reference/persister/#burr.integrations.persisters.postgresql.PostgreSQLPersister">PostgreSQLPersister (class in burr.integrations.persisters.postgresql)</a>
+        <li><a href="../reference/persister/#burr.integrations.persisters.b_psycopg2.PostgreSQLPersister">PostgreSQLPersister (class in burr.integrations.persisters.b_psycopg2)</a>
 </li>
         <li><a href="../reference/lifecycle/#burr.lifecycle.base.PostRunStepHook">PostRunStepHook (class in burr.lifecycle.base)</a>
 </li>
@@ -1084,11 +1150,15 @@ <h2>S</h2>
 </li>
           <li><a href="../reference/persister/#burr.integrations.persisters.b_aiosqlite.AsyncSQLitePersister.save">(burr.integrations.persisters.b_aiosqlite.AsyncSQLitePersister method)</a>
 </li>
-          <li><a href="../reference/persister/#burr.integrations.persisters.b_mongodb.MongoDBBasePersister.save">(burr.integrations.persisters.b_mongodb.MongoDBBasePersister method)</a>
+          <li><a href="../reference/persister/#burr.integrations.persisters.b_asyncpg.AsyncPostgreSQLPersister.save">(burr.integrations.persisters.b_asyncpg.AsyncPostgreSQLPersister method)</a>
 </li>
-          <li><a href="../reference/persister/#burr.integrations.persisters.b_redis.RedisBasePersister.save">(burr.integrations.persisters.b_redis.RedisBasePersister method)</a>
+          <li><a href="../reference/persister/#burr.integrations.persisters.b_psycopg2.PostgreSQLPersister.save">(burr.integrations.persisters.b_psycopg2.PostgreSQLPersister method)</a>
 </li>
-          <li><a href="../reference/persister/#burr.integrations.persisters.postgresql.PostgreSQLPersister.save">(burr.integrations.persisters.postgresql.PostgreSQLPersister method)</a>
+          <li><a href="../reference/persister/#burr.integrations.persisters.b_pymongo.MongoDBBasePersister.save">(burr.integrations.persisters.b_pymongo.MongoDBBasePersister method)</a>
+</li>
+          <li><a href="../reference/persister/#burr.integrations.persisters.b_redis.AsyncRedisBasePersister.save">(burr.integrations.persisters.b_redis.AsyncRedisBasePersister method)</a>
+</li>
+          <li><a href="../reference/persister/#burr.integrations.persisters.b_redis.RedisBasePersister.save">(burr.integrations.persisters.b_redis.RedisBasePersister method)</a>
 </li>
         </ul></li>
         <li><a href="../reference/application/#burr.core.application.Application.sequence_id">sequence_id (burr.core.application.Application property)</a>
@@ -1107,12 +1177,28 @@ <h2>S</h2>
 </li>
         <li><a href="../reference/serde/#burr.integrations.serde.pydantic.serialize_pydantic">serialize_pydantic() (in module burr.integrations.serde.pydantic)</a>
 </li>
-        <li><a href="../reference/persister/#burr.integrations.persisters.postgresql.PostgreSQLPersister.set_serde_kwargs">set_serde_kwargs() (burr.integrations.persisters.postgresql.PostgreSQLPersister method)</a>
+        <li><a href="../reference/persister/#burr.core.persistence.SQLitePersister.set_serde_kwargs">set_serde_kwargs() (burr.core.persistence.SQLitePersister method)</a>
+
+        <ul>
+          <li><a href="../reference/persister/#burr.integrations.persisters.b_aiosqlite.AsyncSQLitePersister.set_serde_kwargs">(burr.integrations.persisters.b_aiosqlite.AsyncSQLitePersister method)</a>
+</li>
+          <li><a href="../reference/persister/#burr.integrations.persisters.b_asyncpg.AsyncPostgreSQLPersister.set_serde_kwargs">(burr.integrations.persisters.b_asyncpg.AsyncPostgreSQLPersister method)</a>
 </li>
+          <li><a href="../reference/persister/#burr.integrations.persisters.b_psycopg2.PostgreSQLPersister.set_serde_kwargs">(burr.integrations.persisters.b_psycopg2.PostgreSQLPersister method)</a>
+</li>
+          <li><a href="../reference/persister/#burr.integrations.persisters.b_pymongo.MongoDBBasePersister.set_serde_kwargs">(burr.integrations.persisters.b_pymongo.MongoDBBasePersister method)</a>
+</li>
+          <li><a href="../reference/persister/#burr.integrations.persisters.b_redis.AsyncRedisBasePersister.set_serde_kwargs">(burr.integrations.persisters.b_redis.AsyncRedisBasePersister method)</a>
+</li>
+          <li><a href="../reference/persister/#burr.integrations.persisters.b_redis.RedisBasePersister.set_serde_kwargs">(burr.integrations.persisters.b_redis.RedisBasePersister method)</a>
+</li>
+        </ul></li>
         <li><a href="../reference/integrations/ray/#burr.integrations.ray.RayExecutor.shutdown">shutdown() (burr.integrations.ray.RayExecutor method)</a>
 </li>
         <li><a href="../reference/lifecycle/#burr.lifecycle.default.SlowDownHook">SlowDownHook (class in burr.lifecycle.default)</a>
 </li>
+    </ul></td>
+    <td style="width: 33%; vertical-align: top;"><ul>
         <li><a href="../reference/application/#burr.core.application.Application.spawning_parent_pointer">spawning_parent_pointer (burr.core.application.Application property)</a>
 </li>
         <li><a href="../reference/persister/#burr.core.persistence.SQLitePersister">SQLitePersister (class in burr.core.persistence)</a>
@@ -1121,8 +1207,6 @@ <h2>S</h2>
 </li>
         <li><a href="../reference/state/#burr.core.state.State">State (class in burr.core.state)</a>
 </li>
-    </ul></td>
-    <td style="width: 33%; vertical-align: top;"><ul>
         <li><a href="../reference/parallelism/#burr.core.parallelism.MapActions.state">state() (burr.core.parallelism.MapActions method)</a>
 </li>
         <li><a href="../reference/parallelism/#burr.core.parallelism.MapActionsAndStates.state_initializer">state_initializer() (burr.core.parallelism.MapActionsAndStates method)</a>
diff --git a/pull/505/objects.inv b/pull/505/objects.inv
index 4a07c1bb6c896dd29c18cb3b640e81d144038e33..54fdd92175685313d5693c14bd17de3afbb01803 100644
GIT binary patch
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l7rdpYlo1Zk^4PDh71??AWj04mS0iRP+BP)b{{!SIkm~tf&(Qz?

diff --git a/pull/505/reference/application/index.html b/pull/505/reference/application/index.html
index 602610e6..25b8417e 100644
--- a/pull/505/reference/application/index.html
+++ b/pull/505/reference/application/index.html
@@ -896,6 +896,7 @@ <h1>Applications<a class="headerlink" href="#applications" title="Link to this h
 <span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">AsyncGenerator</span><span class="p"><span class="pre">[</span></span><span class="pre">Tuple</span><span class="p"><span class="pre">[</span></span><a class="reference internal" href="../actions/#burr.core.action.Action" title="burr.core.action.Action"><span class="pre">Action</span></a><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">dict</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><a class="reference internal" href="../state/#burr.core.state.State" title="burr.core.state.State"><span class="pre">State</span></a><span class="p"><span class="pre">[</span></span><span class="pre">ApplicationStateType</span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">None</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#burr.core.application.Application.aiterate" title="Link to this definition">¶</a></dt>
 <dd><p>Returns a generator that calls step() in a row, enabling you to see the state
 of the system as it updates. This is the asynchronous version so it has no capability of t</p>
+<p>Note that tags must be specified by the form “&#64;tag:&lt;tag_name&gt;” to differentiate them from actions.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -926,6 +927,7 @@ <h1>Applications<a class="headerlink" href="#applications" title="Link to this h
 <span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">Tuple</span><span class="p"><span class="pre">[</span></span><a class="reference internal" href="../actions/#burr.core.action.Action" title="burr.core.action.Action"><span class="pre">Action</span></a><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">dict</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><a class="reference internal" href="../state/#burr.core.state.State" title="burr.core.state.State"><span class="pre">State</span></a><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#burr.core.application.Application.arun" title="Link to this definition">¶</a></dt>
 <dd><p>Runs your application through until completion, using async. Does
 not give access to the state along the way – if you want that, use iterate().</p>
+<p>Note that tags must be specified by the form “&#64;tag:&lt;tag_name&gt;” to differentiate them from actions.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -1001,7 +1003,7 @@ <h1>Applications<a class="headerlink" href="#applications" title="Link to this h
 and <a class="reference internal" href="#burr.core.application.Application.run" title="burr.core.application.Application.run"><code class="xref py py-meth docutils literal notranslate"><span class="pre">run</span></code></a>. In this case, <cite>halt_before</cite> will indicate a <em>non</em> streaming action,
 which will be empty. Thus <code class="docutils literal notranslate"><span class="pre">halt_after</span></code> takes precedence – if it is met, the streaming result container will contain the result of the
 halt_after condition.</p>
-<p>The <a class="reference internal" href="../actions/#burr.core.action.StreamingResultContainer" title="burr.core.action.StreamingResultContainer"><code class="xref py py-class docutils literal notranslate"><span class="pre">AsyncStreamingResultContainer</span></code></a> is meant as a convenience – specifically this allows for
+<p>The <a class="reference internal" href="../actions/#burr.core.action.StreamingResultContainer" title="burr.core.action.StreamingResultContainer"><code class="xref py py-class docutils literal notranslate"><span class="pre">StreamingResultContainer</span></code></a> is meant as a convenience – specifically this allows for
 hooks, callbacks, etc… so you can take the control flow and still have state updated afterwards. Hooks/state update will be called after an exception
 is thrown during streaming, or the stream is completed. Note that it is undefined behavior to attempt to execute another action while a stream is in progress.</p>
 <p>To see how this works, let’s take the following action (simplified as a single-node workflow) as an example:</p>
@@ -1133,6 +1135,7 @@ <h1>Applications<a class="headerlink" href="#applications" title="Link to this h
 <dd><p>Returns a generator that calls step() in a row, enabling you to see the state
 of the system as it updates. Note this returns a generator, and also the final result
 (for convenience).</p>
+<p>Note that tags must be specified by the form “&#64;tag:&lt;tag_name&gt;” to differentiate them from actions.</p>
 <p>Note the nuance with halt_before and halt_after. halt_before conditions will take precedence to halt_after. Furthermore,
 a single iteration will always be executed prior to testing for any halting conditions.</p>
 <dl class="field-list simple">
@@ -1199,6 +1202,7 @@ <h1>Applications<a class="headerlink" href="#applications" title="Link to this h
 <span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">Tuple</span><span class="p"><span class="pre">[</span></span><a class="reference internal" href="../actions/#burr.core.action.Action" title="burr.core.action.Action"><span class="pre">Action</span></a><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">dict</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><a class="reference internal" href="../state/#burr.core.state.State" title="burr.core.state.State"><span class="pre">State</span></a><span class="p"><span class="pre">[</span></span><span class="pre">ApplicationStateType</span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#burr.core.application.Application.run" title="Link to this definition">¶</a></dt>
 <dd><p>Runs your application through until completion. Does
 not give access to the state along the way – if you want that, use iterate().</p>
+<p>Note that tags must be specified by the form “&#64;tag:&lt;tag_name&gt;” to differentiate them from actions.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
 <dd class="field-odd"><ul class="simple">
@@ -1498,6 +1502,7 @@ <h1>Applications<a class="headerlink" href="#applications" title="Link to this h
 <dd><em class="sig-param"><span class="n"><span class="pre">parallel_executor_factory</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Callable</span><span class="p"><span class="pre">[</span></span><span class="p"><span class="pre">[</span></span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Executor</span><span class="p"><span class="pre">]</span></span></span></em>,</dd>
 <dd><em class="sig-param"><span class="n"><span class="pre">state_initializer</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference internal" href="../persister/#burr.core.persistence.BaseStateLoader" title="burr.core.persistence.BaseStateLoader"><span class="pre">BaseStateLoader</span></a><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span></em>,</dd>
 <dd><em class="sig-param"><span class="n"><span class="pre">state_persister</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference internal" href="../persister/#burr.core.persistence.BaseStateSaver" title="burr.core.persistence.BaseStateSaver"><span class="pre">BaseStateSaver</span></a><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span></em>,</dd>
+<dd><em class="sig-param"><span class="n"><span class="pre">action_name</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span></em>,</dd>
 </dl>
 
 <span class="sig-paren">)</span><a class="headerlink" href="#burr.core.application.ApplicationContext" title="Link to this definition">¶</a></dt>
@@ -1512,6 +1517,7 @@ <h1>Applications<a class="headerlink" href="#applications" title="Link to this h
 <span class="k">def</span><span class="w"> </span><span class="nf">my_action</span><span class="p">(</span><span class="n">state</span><span class="p">:</span> <span class="n">State</span><span class="p">,</span> <span class="n">__context</span><span class="p">:</span> <span class="n">ApplicationContext</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">State</span><span class="p">:</span>
     <span class="n">app_id</span> <span class="o">=</span> <span class="n">__context</span><span class="o">.</span><span class="n">app_id</span>
     <span class="n">partition_key</span> <span class="o">=</span> <span class="n">__context</span><span class="o">.</span><span class="n">partition_key</span>
+    <span class="n">current_action_name</span> <span class="o">=</span> <span class="n">__context</span><span class="o">.</span><span class="n">action_name</span>  <span class="c1"># Access the current action name</span>
     <span class="o">...</span>
 </pre></div>
 </div>
@@ -1631,9 +1637,9 @@ <h1>Graph APIs<a class="headerlink" href="#graph-apis" title="Link to this headi
 </dd></dl>
 
 <dl class="py method">
-<dt class="sig sig-object py" id="burr.core.graph.Graph.get_actions_by_alias">
-<span class="sig-name descname"><span class="pre">get_actions_by_alias</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">alias</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">List</span><span class="p"><span class="pre">[</span></span><a class="reference internal" href="../actions/#burr.core.action.Action" title="burr.core.action.Action"><span class="pre">Action</span></a><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#burr.core.graph.Graph.get_actions_by_alias" title="Link to this definition">¶</a></dt>
-<dd><p>Gets a list of actions given an alias</p>
+<dt class="sig sig-object py" id="burr.core.graph.Graph.get_actions_by_tag">
+<span class="sig-name descname"><span class="pre">get_actions_by_tag</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">tag</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">List</span><span class="p"><span class="pre">[</span></span><a class="reference internal" href="../actions/#burr.core.action.Action" title="burr.core.action.Action"><span class="pre">Action</span></a><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#burr.core.graph.Graph.get_actions_by_tag" title="Link to this definition">¶</a></dt>
+<dd><p>Gets a list of actions given a tag. Note that, if no tags match the action, an empty list will be returned.</p>
 </dd></dl>
 
 <dl class="py method">
@@ -1805,7 +1811,7 @@ <h1>Graph APIs<a class="headerlink" href="#graph-apis" title="Link to this headi
 </li>
 <li><a class="reference internal" href="#burr.core.graph.Graph"><code class="docutils literal notranslate"><span class="pre">Graph</span></code></a><ul>
 <li><a class="reference internal" href="#burr.core.graph.Graph.get_action"><code class="docutils literal notranslate"><span class="pre">Graph.get_action()</span></code></a></li>
-<li><a class="reference internal" href="#burr.core.graph.Graph.get_actions_by_alias"><code class="docutils literal notranslate"><span class="pre">Graph.get_actions_by_alias()</span></code></a></li>
+<li><a class="reference internal" href="#burr.core.graph.Graph.get_actions_by_tag"><code class="docutils literal notranslate"><span class="pre">Graph.get_actions_by_tag()</span></code></a></li>
 <li><a class="reference internal" href="#burr.core.graph.Graph.get_next_node"><code class="docutils literal notranslate"><span class="pre">Graph.get_next_node()</span></code></a></li>
 <li><a class="reference internal" href="#burr.core.graph.Graph.visualize"><code class="docutils literal notranslate"><span class="pre">Graph.visualize()</span></code></a></li>
 </ul>
diff --git a/pull/505/reference/persister/index.html b/pull/505/reference/persister/index.html
index a2e8f1e6..718046be 100644
--- a/pull/505/reference/persister/index.html
+++ b/pull/505/reference/persister/index.html
@@ -372,10 +372,51 @@
         <article role="main" id="furo-main-content">
           <section id="state-persistence">
 <h1>State Persistence<a class="headerlink" href="#state-persistence" title="Link to this heading">¶</a></h1>
-<p>Burr provides a set of tools to make loading and saving state easy. These are functions
+<p id="persistersref">Burr provides a set of tools to make loading and saving state easy. These are functions
 that will be used by lifecycle hooks to save and load state.</p>
+<p>We currently support the following database integrations:</p>
+<div class="table-wrapper colwidths-auto docutils container" id="id2">
+<table class="docutils align-default" id="id2">
+<caption><span class="caption-text">Burr Implemented Persisters</span><a class="headerlink" href="#id2" title="Link to this table">¶</a></caption>
+<thead>
+<tr class="row-odd"><th class="head"><p>Database</p></th>
+<th class="head" colspan="2"><p>Sync</p></th>
+<th class="head" colspan="2"><p>Async</p></th>
+</tr>
+</thead>
+<tbody>
+<tr class="row-even"><td><p>SQLite</p></td>
+<td><p>sqlite3</p></td>
+<td><p><a class="reference internal" href="#syncsqliteref"><span class="std std-ref">SQLitePersister</span></a></p></td>
+<td><p>aiosqlite</p></td>
+<td><p><a class="reference internal" href="#asyncsqliteref"><span class="std std-ref">AsyncSQLitePersister</span></a></p></td>
+</tr>
+<tr class="row-odd"><td><p>PostgreSQL</p></td>
+<td><p>psycopg2</p></td>
+<td><p><a class="reference internal" href="#syncpostgresref"><span class="std std-ref">PostgreSQLPersister</span></a></p></td>
+<td><p>asyncpg</p></td>
+<td><p><a class="reference internal" href="#asyncpostgresref"><span class="std std-ref">AsyncPostgreSQLPersister</span></a></p></td>
+</tr>
+<tr class="row-even"><td><p>Redis</p></td>
+<td><p>redis</p></td>
+<td><p><a class="reference internal" href="#syncredisref"><span class="std std-ref">RedisBasePersister</span></a></p></td>
+<td><p>redis.asyncio</p></td>
+<td><p><a class="reference internal" href="#asyncredisref"><span class="std std-ref">AsyncRedisBasePersister</span></a></p></td>
+</tr>
+<tr class="row-odd"><td><p>MongoDB</p></td>
+<td><p>pymongo</p></td>
+<td><p><a class="reference internal" href="#syncmongoref"><span class="std std-ref">MongoDBBasePersister</span></a></p></td>
+<td><p>❌</p></td>
+<td><p>❌</p></td>
+</tr>
+</tbody>
+</table>
+</div>
+<p>We follow the naming convention <code class="docutils literal notranslate"><span class="pre">b_dependency-library</span></code>, where the <code class="docutils literal notranslate"><span class="pre">b_</span></code> is used to avoid name
+clashing with the underlying library. We chose the library name in case we implement the same database
+persister with different dependency libraries to keep the class naming convention.</p>
 <p>If you want to implement your own state persister (to bridge it with a database), you should implement
-the <code class="docutils literal notranslate"><span class="pre">BaseStatePersister</span></code> interface.</p>
+the <code class="docutils literal notranslate"><span class="pre">BaseStatePersister</span></code> or the <code class="docutils literal notranslate"><span class="pre">AsyncBaseStatePersister</span></code> interface.</p>
 <dl class="py class">
 <dt class="sig sig-object py" id="burr.core.persistence.BaseStatePersister">
 <em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">burr.core.persistence.</span></span><span class="sig-name descname"><span class="pre">BaseStatePersister</span></span><a class="headerlink" href="#burr.core.persistence.BaseStatePersister" title="Link to this definition">¶</a></dt>
@@ -789,8 +830,8 @@ <h1>State Persistence<a class="headerlink" href="#state-persistence" title="Link
 
 <section id="supported-sync-implementations">
 <h2>Supported Sync Implementations<a class="headerlink" href="#supported-sync-implementations" title="Link to this heading">¶</a></h2>
-<p id="persistersref">Currently we support the following, although we highly recommend you contribute your own! We will be adding more shortly.</p>
-<dl class="py class">
+<p>Currently we support the following, although we highly recommend you contribute your own! We will be adding more shortly.</p>
+<dl class="py class" id="syncsqliteref">
 <dt class="sig sig-object py" id="burr.core.persistence.SQLitePersister">
 <em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">burr.core.persistence.</span></span><span class="sig-name descname"><span class="pre">SQLitePersister</span></span><span class="sig-paren">(</span>
 
@@ -799,6 +840,7 @@ <h2>Supported Sync Implementations<a class="headerlink" href="#supported-sync-im
 <dd><em class="sig-param"><span class="n"><span class="pre">table_name</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">'burr_state'</span></span></em>,</dd>
 <dd><em class="sig-param"><span class="n"><span class="pre">serde_kwargs</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>,</dd>
 <dd><em class="sig-param"><span class="n"><span class="pre">connect_kwargs</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>,</dd>
+<dd><em class="sig-param"><span class="n"><span class="pre">connection</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Connection</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>,</dd>
 </dl>
 
 <span class="sig-paren">)</span><a class="headerlink" href="#burr.core.persistence.SQLitePersister" title="Link to this definition">¶</a></dt>
@@ -812,6 +854,7 @@ <h2>Supported Sync Implementations<a class="headerlink" href="#supported-sync-im
 <dd><em class="sig-param"><span class="n"><span class="pre">table_name</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">'burr_state'</span></span></em>,</dd>
 <dd><em class="sig-param"><span class="n"><span class="pre">serde_kwargs</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>,</dd>
 <dd><em class="sig-param"><span class="n"><span class="pre">connect_kwargs</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>,</dd>
+<dd><em class="sig-param"><span class="n"><span class="pre">connection</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Connection</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>,</dd>
 </dl>
 
 <span class="sig-paren">)</span><a class="headerlink" href="#burr.core.persistence.SQLitePersister.__init__" title="Link to this definition">¶</a></dt>
@@ -824,17 +867,65 @@ <h2>Supported Sync Implementations<a class="headerlink" href="#supported-sync-im
 <li><p><strong>serde_kwargs</strong> – kwargs for state serialization/deserialization.</p></li>
 <li><p><strong>connect_kwargs</strong> – kwargs to pass to the sqlite3.connect method.
 Use check_same_thread=False to enable use ina  multithreaded context</p></li>
+<li><p><strong>connection</strong> – ability to instantiate a db outside of the persister and pass
+in the connection to be used.</p></li>
 </ul>
 </dd>
 </dl>
 </dd></dl>
 
+<dl class="py method">
+<dt class="sig sig-object py" id="burr.core.persistence.SQLitePersister.cleanup">
+<span class="sig-name descname"><span class="pre">cleanup</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#burr.core.persistence.SQLitePersister.cleanup" title="Link to this definition">¶</a></dt>
+<dd><p>Closes the connection to the database.</p>
+</dd></dl>
+
 <dl class="py method">
 <dt class="sig sig-object py" id="burr.core.persistence.SQLitePersister.create_table_if_not_exists">
 <span class="sig-name descname"><span class="pre">create_table_if_not_exists</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">table_name</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#burr.core.persistence.SQLitePersister.create_table_if_not_exists" title="Link to this definition">¶</a></dt>
 <dd><p>Helper function to create the table where things are stored if it doesn’t exist.</p>
 </dd></dl>
 
+<dl class="py method">
+<dt class="sig sig-object py" id="burr.core.persistence.SQLitePersister.from_config">
+<em class="property"><span class="pre">classmethod</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">from_config</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">config</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><a class="reference internal" href="#burr.core.persistence.SQLitePersister" title="burr.core.persistence.SQLitePersister"><span class="pre">SQLitePersister</span></a></span></span><a class="headerlink" href="#burr.core.persistence.SQLitePersister.from_config" title="Link to this definition">¶</a></dt>
+<dd><p>Creates a new instance of the SQLitePersister from a configuration dictionary.</p>
+<p>The config key:value pair needed are:
+db_path: str,
+table_name: str,
+serde_kwargs: dict,
+connect_kwargs: dict,</p>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="burr.core.persistence.SQLitePersister.from_values">
+<em class="property"><span class="pre">classmethod</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">from_values</span></span><span class="sig-paren">(</span>
+
+<dl>
+<dd><em class="sig-param"><span class="n"><span class="pre">db_path</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em>,</dd>
+<dd><em class="sig-param"><span class="n"><span class="pre">table_name</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">'burr_state'</span></span></em>,</dd>
+<dd><em class="sig-param"><span class="n"><span class="pre">serde_kwargs</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>,</dd>
+<dd><em class="sig-param"><span class="n"><span class="pre">connect_kwargs</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>,</dd>
+</dl>
+
+<span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><a class="reference internal" href="#burr.core.persistence.SQLitePersister" title="burr.core.persistence.SQLitePersister"><span class="pre">SQLitePersister</span></a></span></span><a class="headerlink" href="#burr.core.persistence.SQLitePersister.from_values" title="Link to this definition">¶</a></dt>
+<dd><p>Creates a new instance of the SQLitePersister from passed in values.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>db_path</strong> – the path the DB will be stored.</p></li>
+<li><p><strong>table_name</strong> – the table name to store things under.</p></li>
+<li><p><strong>serde_kwargs</strong> – kwargs for state serialization/deserialization.</p></li>
+<li><p><strong>connect_kwargs</strong> – kwargs to pass to the aiosqlite.connect method.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Returns<span class="colon">:</span></dt>
+<dd class="field-even"><p>async sqlite persister instance with an open connection. You are responsible
+for closing the connection yourself.</p>
+</dd>
+</dl>
+</dd></dl>
+
 <dl class="py method">
 <dt class="sig sig-object py" id="burr.core.persistence.SQLitePersister.initialize">
 <span class="sig-name descname"><span class="pre">initialize</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#burr.core.persistence.SQLitePersister.initialize" title="Link to this definition">¶</a></dt>
@@ -922,11 +1013,17 @@ <h2>Supported Sync Implementations<a class="headerlink" href="#supported-sync-im
 </dl>
 </dd></dl>
 
+<dl class="py method">
+<dt class="sig sig-object py" id="burr.core.persistence.SQLitePersister.set_serde_kwargs">
+<span class="sig-name descname"><span class="pre">set_serde_kwargs</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">serde_kwargs</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#burr.core.persistence.SQLitePersister.set_serde_kwargs" title="Link to this definition">¶</a></dt>
+<dd><p>Sets the serde_kwargs for the persister.</p>
 </dd></dl>
 
-<dl class="py class">
-<dt class="sig sig-object py" id="burr.integrations.persisters.postgresql.PostgreSQLPersister">
-<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">burr.integrations.persisters.postgresql.</span></span><span class="sig-name descname"><span class="pre">PostgreSQLPersister</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">connection</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">table_name</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">'burr_state'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">serde_kwargs</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#burr.integrations.persisters.postgresql.PostgreSQLPersister" title="Link to this definition">¶</a></dt>
+</dd></dl>
+
+<dl class="py class" id="syncpostgresref">
+<dt class="sig sig-object py" id="burr.integrations.persisters.b_psycopg2.PostgreSQLPersister">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">burr.integrations.persisters.b_psycopg2.</span></span><span class="sig-name descname"><span class="pre">PostgreSQLPersister</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">connection</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">table_name</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">'burr_state'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">serde_kwargs</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#burr.integrations.persisters.b_psycopg2.PostgreSQLPersister" title="Link to this definition">¶</a></dt>
 <dd><p>Class for PostgreSQL persistence of state. This is a simple implementation.</p>
 <p>To try it out locally with docker – here’s a command – change the values as appropriate.</p>
 <div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>docker<span class="w"> </span>run<span class="w"> </span>--name<span class="w"> </span>local-psql<span class="w"> </span><span class="se">\ </span><span class="w"> </span><span class="c1"># container name</span>
@@ -942,8 +1039,8 @@ <h2>Supported Sync Implementations<a class="headerlink" href="#supported-sync-im
 </pre></div>
 </div>
 <dl class="py method">
-<dt class="sig sig-object py" id="burr.integrations.persisters.postgresql.PostgreSQLPersister.__init__">
-<span class="sig-name descname"><span class="pre">__init__</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">connection</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">table_name</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">'burr_state'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">serde_kwargs</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#burr.integrations.persisters.postgresql.PostgreSQLPersister.__init__" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="burr.integrations.persisters.b_psycopg2.PostgreSQLPersister.__init__">
+<span class="sig-name descname"><span class="pre">__init__</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">connection</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">table_name</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">'burr_state'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">serde_kwargs</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#burr.integrations.persisters.b_psycopg2.PostgreSQLPersister.__init__" title="Link to this definition">¶</a></dt>
 <dd><p>Constructor</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
@@ -956,25 +1053,31 @@ <h2>Supported Sync Implementations<a class="headerlink" href="#supported-sync-im
 </dd></dl>
 
 <dl class="py method">
-<dt class="sig sig-object py" id="burr.integrations.persisters.postgresql.PostgreSQLPersister.create_table">
-<span class="sig-name descname"><span class="pre">create_table</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">table_name</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#burr.integrations.persisters.postgresql.PostgreSQLPersister.create_table" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="burr.integrations.persisters.b_psycopg2.PostgreSQLPersister.cleanup">
+<span class="sig-name descname"><span class="pre">cleanup</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#burr.integrations.persisters.b_psycopg2.PostgreSQLPersister.cleanup" title="Link to this definition">¶</a></dt>
+<dd><p>Closes the connection to the database.</p>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="burr.integrations.persisters.b_psycopg2.PostgreSQLPersister.create_table">
+<span class="sig-name descname"><span class="pre">create_table</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">table_name</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#burr.integrations.persisters.b_psycopg2.PostgreSQLPersister.create_table" title="Link to this definition">¶</a></dt>
 <dd><p>Helper function to create the table where things are stored.</p>
 </dd></dl>
 
 <dl class="py method">
-<dt class="sig sig-object py" id="burr.integrations.persisters.postgresql.PostgreSQLPersister.from_config">
+<dt class="sig sig-object py" id="burr.integrations.persisters.b_psycopg2.PostgreSQLPersister.from_config">
 <em class="property"><span class="pre">classmethod</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">from_config</span></span><span class="sig-paren">(</span>
 
 <dl>
 <dd><em class="sig-param"><span class="n"><span class="pre">config</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span></span></em>,</dd>
 </dl>
 
-<span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><a class="reference internal" href="#burr.integrations.persisters.postgresql.PostgreSQLPersister" title="burr.integrations.persisters.postgresql.PostgreSQLPersister"><span class="pre">PostgreSQLPersister</span></a></span></span><a class="headerlink" href="#burr.integrations.persisters.postgresql.PostgreSQLPersister.from_config" title="Link to this definition">¶</a></dt>
+<span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><a class="reference internal" href="#burr.integrations.persisters.b_psycopg2.PostgreSQLPersister" title="burr.integrations.persisters.b_psycopg2.PostgreSQLPersister"><span class="pre">PostgreSQLPersister</span></a></span></span><a class="headerlink" href="#burr.integrations.persisters.b_psycopg2.PostgreSQLPersister.from_config" title="Link to this definition">¶</a></dt>
 <dd><p>Creates a new instance of the PostgreSQLPersister from a configuration dictionary.</p>
 </dd></dl>
 
 <dl class="py method">
-<dt class="sig sig-object py" id="burr.integrations.persisters.postgresql.PostgreSQLPersister.from_values">
+<dt class="sig sig-object py" id="burr.integrations.persisters.b_psycopg2.PostgreSQLPersister.from_values">
 <em class="property"><span class="pre">classmethod</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">from_values</span></span><span class="sig-paren">(</span>
 
 <dl>
@@ -986,7 +1089,7 @@ <h2>Supported Sync Implementations<a class="headerlink" href="#supported-sync-im
 <dd><em class="sig-param"><span class="n"><span class="pre">table_name</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">'burr_state'</span></span></em>,</dd>
 </dl>
 
-<span class="sig-paren">)</span><a class="headerlink" href="#burr.integrations.persisters.postgresql.PostgreSQLPersister.from_values" title="Link to this definition">¶</a></dt>
+<span class="sig-paren">)</span><a class="headerlink" href="#burr.integrations.persisters.b_psycopg2.PostgreSQLPersister.from_values" title="Link to this definition">¶</a></dt>
 <dd><p>Builds a new instance of the PostgreSQLPersister from the provided values.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
@@ -1003,27 +1106,27 @@ <h2>Supported Sync Implementations<a class="headerlink" href="#supported-sync-im
 </dd></dl>
 
 <dl class="py method">
-<dt class="sig sig-object py" id="burr.integrations.persisters.postgresql.PostgreSQLPersister.initialize">
-<span class="sig-name descname"><span class="pre">initialize</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#burr.integrations.persisters.postgresql.PostgreSQLPersister.initialize" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="burr.integrations.persisters.b_psycopg2.PostgreSQLPersister.initialize">
+<span class="sig-name descname"><span class="pre">initialize</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#burr.integrations.persisters.b_psycopg2.PostgreSQLPersister.initialize" title="Link to this definition">¶</a></dt>
 <dd><p>Creates the table</p>
 </dd></dl>
 
 <dl class="py method">
-<dt class="sig sig-object py" id="burr.integrations.persisters.postgresql.PostgreSQLPersister.is_initialized">
-<span class="sig-name descname"><span class="pre">is_initialized</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">bool</span></span></span><a class="headerlink" href="#burr.integrations.persisters.postgresql.PostgreSQLPersister.is_initialized" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="burr.integrations.persisters.b_psycopg2.PostgreSQLPersister.is_initialized">
+<span class="sig-name descname"><span class="pre">is_initialized</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">bool</span></span></span><a class="headerlink" href="#burr.integrations.persisters.b_psycopg2.PostgreSQLPersister.is_initialized" title="Link to this definition">¶</a></dt>
 <dd><p>This checks to see if the table has been created in the database or not.
 It defaults to using the initialized field, else queries the database to see if the table exists.
 It then sets the initialized field to True if the table exists.</p>
 </dd></dl>
 
 <dl class="py method">
-<dt class="sig sig-object py" id="burr.integrations.persisters.postgresql.PostgreSQLPersister.list_app_ids">
-<span class="sig-name descname"><span class="pre">list_app_ids</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">partition_key</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">list</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#burr.integrations.persisters.postgresql.PostgreSQLPersister.list_app_ids" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="burr.integrations.persisters.b_psycopg2.PostgreSQLPersister.list_app_ids">
+<span class="sig-name descname"><span class="pre">list_app_ids</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">partition_key</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">list</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#burr.integrations.persisters.b_psycopg2.PostgreSQLPersister.list_app_ids" title="Link to this definition">¶</a></dt>
 <dd><p>Lists the app_ids for a given partition_key.</p>
 </dd></dl>
 
 <dl class="py method">
-<dt class="sig sig-object py" id="burr.integrations.persisters.postgresql.PostgreSQLPersister.load">
+<dt class="sig sig-object py" id="burr.integrations.persisters.b_psycopg2.PostgreSQLPersister.load">
 <span class="sig-name descname"><span class="pre">load</span></span><span class="sig-paren">(</span>
 
 <dl>
@@ -1033,7 +1136,7 @@ <h2>Supported Sync Implementations<a class="headerlink" href="#supported-sync-im
 <dd><em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em>,</dd>
 </dl>
 
-<span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">PersistedStateData</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span></span><a class="headerlink" href="#burr.integrations.persisters.postgresql.PostgreSQLPersister.load" title="Link to this definition">¶</a></dt>
+<span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">PersistedStateData</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span></span><a class="headerlink" href="#burr.integrations.persisters.b_psycopg2.PostgreSQLPersister.load" title="Link to this definition">¶</a></dt>
 <dd><p>Loads state for a given partition id.</p>
 <p>Depending on the parameters, this will return the last thing written, the last thing written for a given app_id,
 or a specific sequence_id for a given app_id.</p>
@@ -1052,7 +1155,7 @@ <h2>Supported Sync Implementations<a class="headerlink" href="#supported-sync-im
 </dd></dl>
 
 <dl class="py method">
-<dt class="sig sig-object py" id="burr.integrations.persisters.postgresql.PostgreSQLPersister.save">
+<dt class="sig sig-object py" id="burr.integrations.persisters.b_psycopg2.PostgreSQLPersister.save">
 <span class="sig-name descname"><span class="pre">save</span></span><span class="sig-paren">(</span>
 
 <dl>
@@ -1065,7 +1168,7 @@ <h2>Supported Sync Implementations<a class="headerlink" href="#supported-sync-im
 <dd><em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em>,</dd>
 </dl>
 
-<span class="sig-paren">)</span><a class="headerlink" href="#burr.integrations.persisters.postgresql.PostgreSQLPersister.save" title="Link to this definition">¶</a></dt>
+<span class="sig-paren">)</span><a class="headerlink" href="#burr.integrations.persisters.b_psycopg2.PostgreSQLPersister.save" title="Link to this definition">¶</a></dt>
 <dd><p>Saves the state for a given app_id, sequence_id, and position.</p>
 <p>This method connects to the SQLite database, converts the state to a JSON string, and inserts a new record
 into the table with the provided partition_key, app_id, sequence_id, position, and state. After the operation,
@@ -1090,14 +1193,14 @@ <h2>Supported Sync Implementations<a class="headerlink" href="#supported-sync-im
 </dd></dl>
 
 <dl class="py method">
-<dt class="sig sig-object py" id="burr.integrations.persisters.postgresql.PostgreSQLPersister.set_serde_kwargs">
-<span class="sig-name descname"><span class="pre">set_serde_kwargs</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">serde_kwargs</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#burr.integrations.persisters.postgresql.PostgreSQLPersister.set_serde_kwargs" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="burr.integrations.persisters.b_psycopg2.PostgreSQLPersister.set_serde_kwargs">
+<span class="sig-name descname"><span class="pre">set_serde_kwargs</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">serde_kwargs</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#burr.integrations.persisters.b_psycopg2.PostgreSQLPersister.set_serde_kwargs" title="Link to this definition">¶</a></dt>
 <dd><p>Sets the serde_kwargs for the persister.</p>
 </dd></dl>
 
 </dd></dl>
 
-<dl class="py class">
+<dl class="py class" id="syncredisref">
 <dt class="sig sig-object py" id="burr.integrations.persisters.b_redis.RedisBasePersister">
 <em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">burr.integrations.persisters.b_redis.</span></span><span class="sig-name descname"><span class="pre">RedisBasePersister</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">connection</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">serde_kwargs</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">namespace</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#burr.integrations.persisters.b_redis.RedisBasePersister" title="Link to this definition">¶</a></dt>
 <dd><p>Main class for Redis persister.</p>
@@ -1121,12 +1224,30 @@ <h2>Supported Sync Implementations<a class="headerlink" href="#supported-sync-im
 </dl>
 </dd></dl>
 
+<dl class="py method">
+<dt class="sig sig-object py" id="burr.integrations.persisters.b_redis.RedisBasePersister.cleanup">
+<span class="sig-name descname"><span class="pre">cleanup</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#burr.integrations.persisters.b_redis.RedisBasePersister.cleanup" title="Link to this definition">¶</a></dt>
+<dd><p>Closes the connection to the database.</p>
+</dd></dl>
+
 <dl class="py method">
 <dt class="sig sig-object py" id="burr.integrations.persisters.b_redis.RedisBasePersister.create_key">
 <span class="sig-name descname"><span class="pre">create_key</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">app_id</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">partition_key</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">sequence_id</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#burr.integrations.persisters.b_redis.RedisBasePersister.create_key" title="Link to this definition">¶</a></dt>
 <dd><p>Create a key for the Redis database.</p>
 </dd></dl>
 
+<dl class="py method">
+<dt class="sig sig-object py" id="burr.integrations.persisters.b_redis.RedisBasePersister.from_config">
+<em class="property"><span class="pre">classmethod</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">from_config</span></span><span class="sig-paren">(</span>
+
+<dl>
+<dd><em class="sig-param"><span class="n"><span class="pre">config</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span></span></em>,</dd>
+</dl>
+
+<span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><a class="reference internal" href="#burr.integrations.persisters.b_redis.RedisBasePersister" title="burr.integrations.persisters.b_redis.RedisBasePersister"><span class="pre">RedisBasePersister</span></a></span></span><a class="headerlink" href="#burr.integrations.persisters.b_redis.RedisBasePersister.from_config" title="Link to this definition">¶</a></dt>
+<dd><p>Creates a new instance of the RedisBasePersister from a configuration dictionary.</p>
+</dd></dl>
+
 <dl class="py method">
 <dt class="sig sig-object py" id="burr.integrations.persisters.b_redis.RedisBasePersister.from_values">
 <em class="property"><span class="pre">classmethod</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">from_values</span></span><span class="sig-paren">(</span>
@@ -1214,11 +1335,17 @@ <h2>Supported Sync Implementations<a class="headerlink" href="#supported-sync-im
 </dl>
 </dd></dl>
 
+<dl class="py method">
+<dt class="sig sig-object py" id="burr.integrations.persisters.b_redis.RedisBasePersister.set_serde_kwargs">
+<span class="sig-name descname"><span class="pre">set_serde_kwargs</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">serde_kwargs</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#burr.integrations.persisters.b_redis.RedisBasePersister.set_serde_kwargs" title="Link to this definition">¶</a></dt>
+<dd><p>Sets the serde_kwargs for the persister.</p>
 </dd></dl>
 
-<dl class="py class">
-<dt class="sig sig-object py" id="burr.integrations.persisters.b_mongodb.MongoDBBasePersister">
-<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">burr.integrations.persisters.b_mongodb.</span></span><span class="sig-name descname"><span class="pre">MongoDBBasePersister</span></span><span class="sig-paren">(</span>
+</dd></dl>
+
+<dl class="py class" id="syncmongoref">
+<dt class="sig sig-object py" id="burr.integrations.persisters.b_pymongo.MongoDBBasePersister">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">burr.integrations.persisters.b_pymongo.</span></span><span class="sig-name descname"><span class="pre">MongoDBBasePersister</span></span><span class="sig-paren">(</span>
 
 <dl>
 <dd><em class="sig-param"><span class="n"><span class="pre">client</span></span></em>,</dd>
@@ -1227,7 +1354,7 @@ <h2>Supported Sync Implementations<a class="headerlink" href="#supported-sync-im
 <dd><em class="sig-param"><span class="n"><span class="pre">serde_kwargs</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>,</dd>
 </dl>
 
-<span class="sig-paren">)</span><a class="headerlink" href="#burr.integrations.persisters.b_mongodb.MongoDBBasePersister" title="Link to this definition">¶</a></dt>
+<span class="sig-paren">)</span><a class="headerlink" href="#burr.integrations.persisters.b_pymongo.MongoDBBasePersister" title="Link to this definition">¶</a></dt>
 <dd><p>A class used to represent a MongoDB Persister.</p>
 <p>Example usage:</p>
 <div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="n">persister</span> <span class="o">=</span> <span class="n">MongoDBBasePersister</span><span class="o">.</span><span class="n">from_values</span><span class="p">(</span><span class="n">uri</span><span class="o">=</span><span class="s1">&#39;mongodb://user:pass@localhost:27017&#39;</span><span class="p">,</span>
@@ -1250,7 +1377,7 @@ <h2>Supported Sync Implementations<a class="headerlink" href="#supported-sync-im
 </dd>
 </dl>
 <dl class="py method">
-<dt class="sig sig-object py" id="burr.integrations.persisters.b_mongodb.MongoDBBasePersister.__init__">
+<dt class="sig sig-object py" id="burr.integrations.persisters.b_pymongo.MongoDBBasePersister.__init__">
 <span class="sig-name descname"><span class="pre">__init__</span></span><span class="sig-paren">(</span>
 
 <dl>
@@ -1260,7 +1387,7 @@ <h2>Supported Sync Implementations<a class="headerlink" href="#supported-sync-im
 <dd><em class="sig-param"><span class="n"><span class="pre">serde_kwargs</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>,</dd>
 </dl>
 
-<span class="sig-paren">)</span><a class="headerlink" href="#burr.integrations.persisters.b_mongodb.MongoDBBasePersister.__init__" title="Link to this definition">¶</a></dt>
+<span class="sig-paren">)</span><a class="headerlink" href="#burr.integrations.persisters.b_pymongo.MongoDBBasePersister.__init__" title="Link to this definition">¶</a></dt>
 <dd><p>Initializes the MongoDBBasePersister class.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
@@ -1275,7 +1402,25 @@ <h2>Supported Sync Implementations<a class="headerlink" href="#supported-sync-im
 </dd></dl>
 
 <dl class="py method">
-<dt class="sig sig-object py" id="burr.integrations.persisters.b_mongodb.MongoDBBasePersister.from_values">
+<dt class="sig sig-object py" id="burr.integrations.persisters.b_pymongo.MongoDBBasePersister.cleanup">
+<span class="sig-name descname"><span class="pre">cleanup</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#burr.integrations.persisters.b_pymongo.MongoDBBasePersister.cleanup" title="Link to this definition">¶</a></dt>
+<dd><p>Closes the connection to the database.</p>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="burr.integrations.persisters.b_pymongo.MongoDBBasePersister.from_config">
+<em class="property"><span class="pre">classmethod</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">from_config</span></span><span class="sig-paren">(</span>
+
+<dl>
+<dd><em class="sig-param"><span class="n"><span class="pre">config</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span></span></em>,</dd>
+</dl>
+
+<span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><a class="reference internal" href="#burr.integrations.persisters.b_pymongo.MongoDBBasePersister" title="burr.integrations.persisters.b_pymongo.MongoDBBasePersister"><span class="pre">MongoDBBasePersister</span></a></span></span><a class="headerlink" href="#burr.integrations.persisters.b_pymongo.MongoDBBasePersister.from_config" title="Link to this definition">¶</a></dt>
+<dd><p>Creates a new instance of the MongoDBBasePersister from a configuration dictionary.</p>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="burr.integrations.persisters.b_pymongo.MongoDBBasePersister.from_values">
 <em class="property"><span class="pre">classmethod</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">from_values</span></span><span class="sig-paren">(</span>
 
 <dl>
@@ -1286,37 +1431,55 @@ <h2>Supported Sync Implementations<a class="headerlink" href="#supported-sync-im
 <dd><em class="sig-param"><span class="n"><span class="pre">mongo_client_kwargs</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>,</dd>
 </dl>
 
-<span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><a class="reference internal" href="#burr.integrations.persisters.b_mongodb.MongoDBBasePersister" title="burr.integrations.persisters.b_mongodb.MongoDBBasePersister"><span class="pre">MongoDBBasePersister</span></a></span></span><a class="headerlink" href="#burr.integrations.persisters.b_mongodb.MongoDBBasePersister.from_values" title="Link to this definition">¶</a></dt>
+<span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><a class="reference internal" href="#burr.integrations.persisters.b_pymongo.MongoDBBasePersister" title="burr.integrations.persisters.b_pymongo.MongoDBBasePersister"><span class="pre">MongoDBBasePersister</span></a></span></span><a class="headerlink" href="#burr.integrations.persisters.b_pymongo.MongoDBBasePersister.from_values" title="Link to this definition">¶</a></dt>
 <dd><p>Initializes the MongoDBBasePersister class.</p>
 </dd></dl>
 
 <dl class="py method">
-<dt class="sig sig-object py" id="burr.integrations.persisters.b_mongodb.MongoDBBasePersister.list_app_ids">
-<span class="sig-name descname"><span class="pre">list_app_ids</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">partition_key</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">list</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#burr.integrations.persisters.b_mongodb.MongoDBBasePersister.list_app_ids" title="Link to this definition">¶</a></dt>
+<dt class="sig sig-object py" id="burr.integrations.persisters.b_pymongo.MongoDBBasePersister.list_app_ids">
+<span class="sig-name descname"><span class="pre">list_app_ids</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">partition_key</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">list</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#burr.integrations.persisters.b_pymongo.MongoDBBasePersister.list_app_ids" title="Link to this definition">¶</a></dt>
 <dd><p>List the app ids for a given partition key.</p>
 </dd></dl>
 
 <dl class="py method">
-<dt class="sig sig-object py" id="burr.integrations.persisters.b_mongodb.MongoDBBasePersister.load">
+<dt class="sig sig-object py" id="burr.integrations.persisters.b_pymongo.MongoDBBasePersister.load">
 <span class="sig-name descname"><span class="pre">load</span></span><span class="sig-paren">(</span>
 
 <dl>
-<dd><em class="sig-param"><span class="n"><span class="pre">partition_key</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em>,</dd>
+<dd><em class="sig-param"><span class="n"><span class="pre">partition_key</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span></em>,</dd>
 <dd><em class="sig-param"><span class="n"><span class="pre">app_id</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em>,</dd>
 <dd><em class="sig-param"><span class="n"><span class="pre">sequence_id</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>,</dd>
 <dd><em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em>,</dd>
 </dl>
 
-<span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">PersistedStateData</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span></span><a class="headerlink" href="#burr.integrations.persisters.b_mongodb.MongoDBBasePersister.load" title="Link to this definition">¶</a></dt>
-<dd><p>Load the state data for a given partition key, app id, and sequence id.</p>
+<span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">PersistedStateData</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span></span><a class="headerlink" href="#burr.integrations.persisters.b_pymongo.MongoDBBasePersister.load" title="Link to this definition">¶</a></dt>
+<dd><p>Loads the state data for a given partition key, app_id, and sequence_id.</p>
+<p>This method retrieves the most recent state data for the specified (partition_key, app_id) combination.
+If a sequence ID is provided, it will attempt to fetch the specific state at that sequence.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>partition_key</strong> – The partition key. Defaults to <cite>None</cite>. <strong>Note:</strong> The partition key defaults to <cite>None</cite>. If a partition key was used during saving, it must be provided</p>
+</dd>
+</dl>
+<p>consistently during retrieval, or no results will be returned.
+:param app_id: Application UID to read from.
+:param sequence_id: (Optional) The sequence ID to retrieve a specific state. If not provided,</p>
+<blockquote>
+<div><p>the latest state is returned.</p>
+</div></blockquote>
+<dl class="field-list simple">
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p>The state data if found, otherwise None.</p>
+</dd>
+</dl>
 </dd></dl>
 
 <dl class="py method">
-<dt class="sig sig-object py" id="burr.integrations.persisters.b_mongodb.MongoDBBasePersister.save">
+<dt class="sig sig-object py" id="burr.integrations.persisters.b_pymongo.MongoDBBasePersister.save">
 <span class="sig-name descname"><span class="pre">save</span></span><span class="sig-paren">(</span>
 
 <dl>
-<dd><em class="sig-param"><span class="n"><span class="pre">partition_key</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em>,</dd>
+<dd><em class="sig-param"><span class="n"><span class="pre">partition_key</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span></em>,</dd>
 <dd><em class="sig-param"><span class="n"><span class="pre">app_id</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em>,</dd>
 <dd><em class="sig-param"><span class="n"><span class="pre">sequence_id</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</span></span></em>,</dd>
 <dd><em class="sig-param"><span class="n"><span class="pre">position</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em>,</dd>
@@ -1325,8 +1488,34 @@ <h2>Supported Sync Implementations<a class="headerlink" href="#supported-sync-im
 <dd><em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em>,</dd>
 </dl>
 
-<span class="sig-paren">)</span><a class="headerlink" href="#burr.integrations.persisters.b_mongodb.MongoDBBasePersister.save" title="Link to this definition">¶</a></dt>
+<span class="sig-paren">)</span><a class="headerlink" href="#burr.integrations.persisters.b_pymongo.MongoDBBasePersister.save" title="Link to this definition">¶</a></dt>
 <dd><p>Save the state data to the MongoDB database.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>partition_key</strong> – the partition key. Note this could be None, but it’s up to the persistor to whether</p>
+</dd>
+</dl>
+<p>that is a valid value it can handle. If a partition key was used during saving, it must be provided
+consistently during retrieval, or no results will be returned.
+:param app_id: Application UID to write with.
+:param sequence_id: Sequence ID of the last executed step.
+:param position: The action name that was implemented.
+:param state: The current state of the application.
+:param status: The status of this state, either “completed” or “failed”. If “failed”, the state is what it was</p>
+<blockquote>
+<div><p>before the action was applied.</p>
+</div></blockquote>
+<dl class="field-list simple">
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="burr.integrations.persisters.b_pymongo.MongoDBBasePersister.set_serde_kwargs">
+<span class="sig-name descname"><span class="pre">set_serde_kwargs</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">serde_kwargs</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#burr.integrations.persisters.b_pymongo.MongoDBBasePersister.set_serde_kwargs" title="Link to this definition">¶</a></dt>
+<dd><p>Sets the serde_kwargs for the persister.</p>
 </dd></dl>
 
 </dd></dl>
@@ -1336,16 +1525,27 @@ <h2>Supported Sync Implementations<a class="headerlink" href="#supported-sync-im
 </section>
 <section id="supported-async-implementations">
 <h2>Supported Async Implementations<a class="headerlink" href="#supported-async-implementations" title="Link to this heading">¶</a></h2>
-<p>Currently we support the following, although we highly recommend you contribute your own! We will be adding more shortly.</p>
-<dl class="py class" id="asyncpersistersref">
+<p id="asyncpersistersref">Currently we support the following, although we highly recommend you contribute your own! We will be adding more shortly.</p>
+<dl class="py class" id="asyncsqliteref">
 <dt class="sig sig-object py" id="burr.integrations.persisters.b_aiosqlite.AsyncSQLitePersister">
 <em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">burr.integrations.persisters.b_aiosqlite.</span></span><span class="sig-name descname"><span class="pre">AsyncSQLitePersister</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">connection</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">table_name</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">'burr_state'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">serde_kwargs</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#burr.integrations.persisters.b_aiosqlite.AsyncSQLitePersister" title="Link to this definition">¶</a></dt>
 <dd><p>Class for asynchronous SQLite persistence of state. This is a simple implementation.</p>
+<div class="admonition warning">
+<p class="admonition-title">Warning</p>
+<p>The synchronous persister closes the connection on deletion of the class using the <code class="docutils literal notranslate"><span class="pre">__del__</span></code> method.
+In an async context that is not reliable (the event loop may already be closed by the time <code class="docutils literal notranslate"><span class="pre">__del__</span></code>
+gets invoked). Therefore, you are responsible for closing the connection yourself (i.e. manual cleanup).
+We suggest to use the persister either as a context manager through the <code class="docutils literal notranslate"><span class="pre">async</span> <span class="pre">with</span></code> clause or
+using the method <code class="docutils literal notranslate"><span class="pre">.cleanup()</span></code>.</p>
+</div>
+<div class="admonition note">
+<p class="admonition-title">Note</p>
 <p>SQLite is specifically single-threaded and <a class="reference external" href="https://aiosqlite.omnilib.dev/en/latest/index.html">aiosqlite</a>
 creates async support through multi-threading. This persister is mainly here for quick prototyping and testing;
 we suggest to consider a different database with native async support for production.</p>
 <p>Note the third-party library <a class="reference external" href="https://aiosqlite.omnilib.dev/en/latest/index.html">aiosqlite</a>,
 is maintained and considered stable considered stable: <a class="reference external" href="https://github.com/omnilib/aiosqlite/issues/309">https://github.com/omnilib/aiosqlite/issues/309</a>.</p>
+</div>
 <dl class="py method">
 <dt class="sig sig-object py" id="burr.integrations.persisters.b_aiosqlite.AsyncSQLitePersister.__init__">
 <span class="sig-name descname"><span class="pre">__init__</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">connection</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">table_name</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">'burr_state'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">serde_kwargs</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#burr.integrations.persisters.b_aiosqlite.AsyncSQLitePersister.__init__" title="Link to this definition">¶</a></dt>
@@ -1363,12 +1563,41 @@ <h2>Supported Async Implementations<a class="headerlink" href="#supported-async-
 </dl>
 </dd></dl>
 
+<dl class="py method">
+<dt class="sig sig-object py" id="burr.integrations.persisters.b_aiosqlite.AsyncSQLitePersister.cleanup">
+<em class="property"><span class="pre">async</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">cleanup</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#burr.integrations.persisters.b_aiosqlite.AsyncSQLitePersister.cleanup" title="Link to this definition">¶</a></dt>
+<dd><p>Closes the connection to the database.</p>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="burr.integrations.persisters.b_aiosqlite.AsyncSQLitePersister.close">
+<em class="property"><span class="pre">async</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">close</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#burr.integrations.persisters.b_aiosqlite.AsyncSQLitePersister.close" title="Link to this definition">¶</a></dt>
+<dd><p>This is deprecated, please use .cleanup()</p>
+</dd></dl>
+
 <dl class="py method">
 <dt class="sig sig-object py" id="burr.integrations.persisters.b_aiosqlite.AsyncSQLitePersister.create_table_if_not_exists">
 <em class="property"><span class="pre">async</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">create_table_if_not_exists</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">table_name</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#burr.integrations.persisters.b_aiosqlite.AsyncSQLitePersister.create_table_if_not_exists" title="Link to this definition">¶</a></dt>
 <dd><p>Helper function to create the table where things are stored if it doesn’t exist.</p>
 </dd></dl>
 
+<dl class="py method">
+<dt class="sig sig-object py" id="burr.integrations.persisters.b_aiosqlite.AsyncSQLitePersister.from_config">
+<em class="property"><span class="pre">async</span><span class="w"> </span><span class="pre">classmethod</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">from_config</span></span><span class="sig-paren">(</span>
+
+<dl>
+<dd><em class="sig-param"><span class="n"><span class="pre">config</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span></span></em>,</dd>
+</dl>
+
+<span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><a class="reference internal" href="#burr.integrations.persisters.b_aiosqlite.AsyncSQLitePersister" title="burr.integrations.persisters.b_aiosqlite.AsyncSQLitePersister"><span class="pre">AsyncSQLitePersister</span></a></span></span><a class="headerlink" href="#burr.integrations.persisters.b_aiosqlite.AsyncSQLitePersister.from_config" title="Link to this definition">¶</a></dt>
+<dd><p>Creates a new instance of the AsyncSQLitePersister from a configuration dictionary.</p>
+<p>The config key:value pair needed are:
+db_path: str,
+table_name: str,
+serde_kwargs: dict,
+connect_kwargs: dict,</p>
+</dd></dl>
+
 <dl class="py method">
 <dt class="sig sig-object py" id="burr.integrations.persisters.b_aiosqlite.AsyncSQLitePersister.from_values">
 <em class="property"><span class="pre">async</span><span class="w"> </span><span class="pre">classmethod</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">from_values</span></span><span class="sig-paren">(</span>
@@ -1485,6 +1714,361 @@ <h2>Supported Async Implementations<a class="headerlink" href="#supported-async-
 </dl>
 </dd></dl>
 
+<dl class="py method">
+<dt class="sig sig-object py" id="burr.integrations.persisters.b_aiosqlite.AsyncSQLitePersister.set_serde_kwargs">
+<span class="sig-name descname"><span class="pre">set_serde_kwargs</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">serde_kwargs</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#burr.integrations.persisters.b_aiosqlite.AsyncSQLitePersister.set_serde_kwargs" title="Link to this definition">¶</a></dt>
+<dd><p>Sets the serde_kwargs for the persister.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class" id="asyncpostgresref">
+<dt class="sig sig-object py" id="burr.integrations.persisters.b_asyncpg.AsyncPostgreSQLPersister">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">burr.integrations.persisters.b_asyncpg.</span></span><span class="sig-name descname"><span class="pre">AsyncPostgreSQLPersister</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">connection</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">table_name</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">'burr_state'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">serde_kwargs</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#burr.integrations.persisters.b_asyncpg.AsyncPostgreSQLPersister" title="Link to this definition">¶</a></dt>
+<dd><p>Class for async PostgreSQL persistence of state.</p>
+<div class="admonition warning">
+<p class="admonition-title">Warning</p>
+<p>The synchronous persister closes the connection on deletion of the class using the <code class="docutils literal notranslate"><span class="pre">__del__</span></code> method.
+In an async context that is not reliable (the event loop may already be closed by the time <code class="docutils literal notranslate"><span class="pre">__del__</span></code>
+gets invoked). Therefore, you are responsible for closing the connection yourself (i.e. manual cleanup).
+We suggest to use the persister either as a context manager through the <code class="docutils literal notranslate"><span class="pre">async</span> <span class="pre">with</span></code> clause or
+using the method <code class="docutils literal notranslate"><span class="pre">.cleanup()</span></code>.</p>
+</div>
+<div class="admonition note">
+<p class="admonition-title">Note</p>
+<p>The implementation relies on the popular asyncpg library: <a class="reference external" href="https://github.com/MagicStack/asyncpg">https://github.com/MagicStack/asyncpg</a></p>
+<p>MagicStack wrote a blog post: <a class="reference external" href="http://magic.io/blog/asyncpg-1m-rows-from-postgres-to-python/">http://magic.io/blog/asyncpg-1m-rows-from-postgres-to-python/</a>
+explaining why a new implementation, performance review and comparison to aiopg (async interface of psycopg2).</p>
+</div>
+<p>To try it out locally with docker – here’s a command – change the values as appropriate.</p>
+<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>docker<span class="w"> </span>run<span class="w"> </span>--name<span class="w"> </span>local-psql<span class="w"> </span><span class="se">\ </span><span class="w"> </span><span class="c1"># container name</span>
+<span class="w">           </span>-v<span class="w"> </span>local_psql_data:/SOME/FILE_PATH/<span class="w"> </span><span class="se">\ </span><span class="w"> </span><span class="c1"># mounting a volume for data persistence</span>
+<span class="w">           </span>-p<span class="w"> </span><span class="m">54320</span>:5432<span class="w"> </span><span class="se">\ </span><span class="w"> </span><span class="c1"># port mapping</span>
+<span class="w">           </span>-e<span class="w"> </span><span class="nv">POSTGRES_PASSWORD</span><span class="o">=</span>my_password<span class="w"> </span><span class="se">\ </span><span class="w"> </span><span class="c1"># superuser password</span>
+<span class="w">           </span>-d<span class="w"> </span>postgres<span class="w">  </span><span class="c1"># database name</span>
+</pre></div>
+</div>
+<p>Then you should be able to create the class like this:</p>
+<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="n">p</span> <span class="o">=</span> <span class="k">await</span> <span class="n">AsyncPostgreSQLPersister</span><span class="o">.</span><span class="n">from_values</span><span class="p">(</span><span class="s2">&quot;postgres&quot;</span><span class="p">,</span> <span class="s2">&quot;postgres&quot;</span><span class="p">,</span> <span class="s2">&quot;my_password&quot;</span><span class="p">,</span>
+                                   <span class="s2">&quot;localhost&quot;</span><span class="p">,</span> <span class="mi">54320</span><span class="p">,</span> <span class="n">table_name</span><span class="o">=</span><span class="s2">&quot;burr_state&quot;</span><span class="p">)</span>
+</pre></div>
+</div>
+<dl class="py method">
+<dt class="sig sig-object py" id="burr.integrations.persisters.b_asyncpg.AsyncPostgreSQLPersister.__init__">
+<span class="sig-name descname"><span class="pre">__init__</span></span><span class="sig-paren">(</span>
+
+<dl>
+<dd><em class="sig-param"><span class="n"><span class="pre">connection</span></span></em>,</dd>
+<dd><em class="sig-param"><span class="n"><span class="pre">table_name</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">'burr_state'</span></span></em>,</dd>
+<dd><em class="sig-param"><span class="n"><span class="pre">serde_kwargs</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>,</dd>
+</dl>
+
+<span class="sig-paren">)</span><a class="headerlink" href="#burr.integrations.persisters.b_asyncpg.AsyncPostgreSQLPersister.__init__" title="Link to this definition">¶</a></dt>
+<dd><p>Constructor</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>connection</strong> – the connection to the PostgreSQL database.</p></li>
+<li><p><strong>table_name</strong> – the table name to store things under.</p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="burr.integrations.persisters.b_asyncpg.AsyncPostgreSQLPersister.cleanup">
+<em class="property"><span class="pre">async</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">cleanup</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#burr.integrations.persisters.b_asyncpg.AsyncPostgreSQLPersister.cleanup" title="Link to this definition">¶</a></dt>
+<dd><p>Closes the connection to the database.</p>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="burr.integrations.persisters.b_asyncpg.AsyncPostgreSQLPersister.create_table">
+<em class="property"><span class="pre">async</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">create_table</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">table_name</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#burr.integrations.persisters.b_asyncpg.AsyncPostgreSQLPersister.create_table" title="Link to this definition">¶</a></dt>
+<dd><p>Helper function to create the table where things are stored.</p>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="burr.integrations.persisters.b_asyncpg.AsyncPostgreSQLPersister.from_config">
+<em class="property"><span class="pre">async</span><span class="w"> </span><span class="pre">classmethod</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">from_config</span></span><span class="sig-paren">(</span>
+
+<dl>
+<dd><em class="sig-param"><span class="n"><span class="pre">config</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span></span></em>,</dd>
+</dl>
+
+<span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><a class="reference internal" href="#burr.integrations.persisters.b_asyncpg.AsyncPostgreSQLPersister" title="burr.integrations.persisters.b_asyncpg.AsyncPostgreSQLPersister"><span class="pre">AsyncPostgreSQLPersister</span></a></span></span><a class="headerlink" href="#burr.integrations.persisters.b_asyncpg.AsyncPostgreSQLPersister.from_config" title="Link to this definition">¶</a></dt>
+<dd><p>Creates a new instance of the PostgreSQLPersister from a configuration dictionary.</p>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="burr.integrations.persisters.b_asyncpg.AsyncPostgreSQLPersister.from_values">
+<em class="property"><span class="pre">async</span><span class="w"> </span><span class="pre">classmethod</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">from_values</span></span><span class="sig-paren">(</span>
+
+<dl>
+<dd><em class="sig-param"><span class="n"><span class="pre">db_name</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em>,</dd>
+<dd><em class="sig-param"><span class="n"><span class="pre">user</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em>,</dd>
+<dd><em class="sig-param"><span class="n"><span class="pre">password</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em>,</dd>
+<dd><em class="sig-param"><span class="n"><span class="pre">host</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em>,</dd>
+<dd><em class="sig-param"><span class="n"><span class="pre">port</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</span></span></em>,</dd>
+<dd><em class="sig-param"><span class="n"><span class="pre">table_name</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">'burr_state'</span></span></em>,</dd>
+</dl>
+
+<span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><a class="reference internal" href="#burr.integrations.persisters.b_asyncpg.AsyncPostgreSQLPersister" title="burr.integrations.persisters.b_asyncpg.AsyncPostgreSQLPersister"><span class="pre">AsyncPostgreSQLPersister</span></a></span></span><a class="headerlink" href="#burr.integrations.persisters.b_asyncpg.AsyncPostgreSQLPersister.from_values" title="Link to this definition">¶</a></dt>
+<dd><p>Builds a new instance of the PostgreSQLPersister from the provided values.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>db_name</strong> – the name of the PostgreSQL database.</p></li>
+<li><p><strong>user</strong> – the username to connect to the PostgreSQL database.</p></li>
+<li><p><strong>password</strong> – the password to connect to the PostgreSQL database.</p></li>
+<li><p><strong>host</strong> – the host of the PostgreSQL database.</p></li>
+<li><p><strong>port</strong> – the port of the PostgreSQL database.</p></li>
+<li><p><strong>table_name</strong> – the table name to store things under.</p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="burr.integrations.persisters.b_asyncpg.AsyncPostgreSQLPersister.initialize">
+<em class="property"><span class="pre">async</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">initialize</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#burr.integrations.persisters.b_asyncpg.AsyncPostgreSQLPersister.initialize" title="Link to this definition">¶</a></dt>
+<dd><p>Creates the table</p>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="burr.integrations.persisters.b_asyncpg.AsyncPostgreSQLPersister.is_initialized">
+<em class="property"><span class="pre">async</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">is_initialized</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">bool</span></span></span><a class="headerlink" href="#burr.integrations.persisters.b_asyncpg.AsyncPostgreSQLPersister.is_initialized" title="Link to this definition">¶</a></dt>
+<dd><p>This checks to see if the table has been created in the database or not.
+It defaults to using the initialized field, else queries the database to see if the table exists.
+It then sets the initialized field to True if the table exists.</p>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="burr.integrations.persisters.b_asyncpg.AsyncPostgreSQLPersister.list_app_ids">
+<em class="property"><span class="pre">async</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">list_app_ids</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">partition_key</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">list</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#burr.integrations.persisters.b_asyncpg.AsyncPostgreSQLPersister.list_app_ids" title="Link to this definition">¶</a></dt>
+<dd><p>Lists the app_ids for a given partition_key.</p>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="burr.integrations.persisters.b_asyncpg.AsyncPostgreSQLPersister.load">
+<em class="property"><span class="pre">async</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">load</span></span><span class="sig-paren">(</span>
+
+<dl>
+<dd><em class="sig-param"><span class="n"><span class="pre">partition_key</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span></em>,</dd>
+<dd><em class="sig-param"><span class="n"><span class="pre">app_id</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em>,</dd>
+<dd><em class="sig-param"><span class="n"><span class="pre">sequence_id</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>,</dd>
+<dd><em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em>,</dd>
+</dl>
+
+<span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">PersistedStateData</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span></span><a class="headerlink" href="#burr.integrations.persisters.b_asyncpg.AsyncPostgreSQLPersister.load" title="Link to this definition">¶</a></dt>
+<dd><p>Loads state for a given partition id.</p>
+<p>Depending on the parameters, this will return the last thing written, the last thing written for a given app_id,
+or a specific sequence_id for a given app_id.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>partition_key</strong></p></li>
+<li><p><strong>app_id</strong></p></li>
+<li><p><strong>sequence_id</strong></p></li>
+</ul>
+</dd>
+<dt class="field-even">Returns<span class="colon">:</span></dt>
+<dd class="field-even"><p></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="burr.integrations.persisters.b_asyncpg.AsyncPostgreSQLPersister.save">
+<em class="property"><span class="pre">async</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">save</span></span><span class="sig-paren">(</span>
+
+<dl>
+<dd><em class="sig-param"><span class="n"><span class="pre">partition_key</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em>,</dd>
+<dd><em class="sig-param"><span class="n"><span class="pre">app_id</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em>,</dd>
+<dd><em class="sig-param"><span class="n"><span class="pre">sequence_id</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</span></span></em>,</dd>
+<dd><em class="sig-param"><span class="n"><span class="pre">position</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em>,</dd>
+<dd><em class="sig-param"><span class="n"><span class="pre">state</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference internal" href="../state/#burr.core.state.State" title="burr.core.state.State"><span class="pre">State</span></a></span></em>,</dd>
+<dd><em class="sig-param"><span class="n"><span class="pre">status</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Literal</span><span class="p"><span class="pre">[</span></span><span class="s"><span class="pre">'completed'</span></span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="s"><span class="pre">'failed'</span></span><span class="p"><span class="pre">]</span></span></span></em>,</dd>
+<dd><em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em>,</dd>
+</dl>
+
+<span class="sig-paren">)</span><a class="headerlink" href="#burr.integrations.persisters.b_asyncpg.AsyncPostgreSQLPersister.save" title="Link to this definition">¶</a></dt>
+<dd><p>Saves the state for a given app_id, sequence_id, and position.</p>
+<p>This method connects to the SQLite database, converts the state to a JSON string, and inserts a new record
+into the table with the provided partition_key, app_id, sequence_id, position, and state. After the operation,
+it commits the changes and closes the connection to the database.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>partition_key</strong> – The partition key. This could be None, but it’s up to the persistor to whether
+that is a valid value it can handle.</p></li>
+<li><p><strong>app_id</strong> – The identifier for the app instance being recorded.</p></li>
+<li><p><strong>sequence_id</strong> – The state corresponding to a specific point in time.</p></li>
+<li><p><strong>position</strong> – The position in the sequence of states.</p></li>
+<li><p><strong>state</strong> – The state to be saved, an instance of the State class.</p></li>
+<li><p><strong>status</strong> – The status of this state, either “completed” or “failed”. If “failed” the state is what it was
+before the action was applied.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Returns<span class="colon">:</span></dt>
+<dd class="field-even"><p>None</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="burr.integrations.persisters.b_asyncpg.AsyncPostgreSQLPersister.set_serde_kwargs">
+<span class="sig-name descname"><span class="pre">set_serde_kwargs</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">serde_kwargs</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#burr.integrations.persisters.b_asyncpg.AsyncPostgreSQLPersister.set_serde_kwargs" title="Link to this definition">¶</a></dt>
+<dd><p>Sets the serde_kwargs for the persister.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class" id="asyncredisref">
+<dt class="sig sig-object py" id="burr.integrations.persisters.b_redis.AsyncRedisBasePersister">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">burr.integrations.persisters.b_redis.</span></span><span class="sig-name descname"><span class="pre">AsyncRedisBasePersister</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">connection</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">serde_kwargs</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">namespace</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#burr.integrations.persisters.b_redis.AsyncRedisBasePersister" title="Link to this definition">¶</a></dt>
+<dd><p>Main class for async Redis persister.</p>
+<div class="admonition warning">
+<p class="admonition-title">Warning</p>
+<p>The synchronous persister closes the connection on deletion of the class using the <code class="docutils literal notranslate"><span class="pre">__del__</span></code> method.
+In an async context that is not reliable (the event loop may already be closed by the time <code class="docutils literal notranslate"><span class="pre">__del__</span></code>
+gets invoked). Therefore, you are responsible for closing the connection yourself (i.e. manual cleanup).
+We suggest to use the persister either as a context manager through the <code class="docutils literal notranslate"><span class="pre">async</span> <span class="pre">with</span></code> clause or
+using the method <code class="docutils literal notranslate"><span class="pre">.cleanup()</span></code>.</p>
+</div>
+<p>This class is responsible for async persisting state data to a Redis database.
+It inherits from the AsyncBaseStatePersister class.</p>
+<dl class="py method">
+<dt class="sig sig-object py" id="burr.integrations.persisters.b_redis.AsyncRedisBasePersister.__init__">
+<span class="sig-name descname"><span class="pre">__init__</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">connection</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">serde_kwargs</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">namespace</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#burr.integrations.persisters.b_redis.AsyncRedisBasePersister.__init__" title="Link to this definition">¶</a></dt>
+<dd><p>Initializes the AsyncRedisPersister class.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>connection</strong> – the redis connection object.</p></li>
+<li><p><strong>serde_kwargs</strong> – serialization and deserialization keyword arguments to pass to state SERDE.</p></li>
+<li><p><strong>namespace</strong> – The name of the project to optionally use in the key prefix.</p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="burr.integrations.persisters.b_redis.AsyncRedisBasePersister.cleanup">
+<em class="property"><span class="pre">async</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">cleanup</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#burr.integrations.persisters.b_redis.AsyncRedisBasePersister.cleanup" title="Link to this definition">¶</a></dt>
+<dd><p>Closes the connection to the database.</p>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="burr.integrations.persisters.b_redis.AsyncRedisBasePersister.create_key">
+<span class="sig-name descname"><span class="pre">create_key</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">app_id</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">partition_key</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">sequence_id</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#burr.integrations.persisters.b_redis.AsyncRedisBasePersister.create_key" title="Link to this definition">¶</a></dt>
+<dd><p>Create a key for the Redis database.</p>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="burr.integrations.persisters.b_redis.AsyncRedisBasePersister.from_config">
+<em class="property"><span class="pre">classmethod</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">from_config</span></span><span class="sig-paren">(</span>
+
+<dl>
+<dd><em class="sig-param"><span class="n"><span class="pre">config</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span></span></em>,</dd>
+</dl>
+
+<span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><a class="reference internal" href="#burr.integrations.persisters.b_redis.AsyncRedisBasePersister" title="burr.integrations.persisters.b_redis.AsyncRedisBasePersister"><span class="pre">AsyncRedisBasePersister</span></a></span></span><a class="headerlink" href="#burr.integrations.persisters.b_redis.AsyncRedisBasePersister.from_config" title="Link to this definition">¶</a></dt>
+<dd><p>Creates a new instance of the RedisBasePersister from a configuration dictionary.</p>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="burr.integrations.persisters.b_redis.AsyncRedisBasePersister.from_values">
+<em class="property"><span class="pre">classmethod</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">from_values</span></span><span class="sig-paren">(</span>
+
+<dl>
+<dd><em class="sig-param"><span class="n"><span class="pre">host</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em>,</dd>
+<dd><em class="sig-param"><span class="n"><span class="pre">port</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</span></span></em>,</dd>
+<dd><em class="sig-param"><span class="n"><span class="pre">db</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</span></span></em>,</dd>
+<dd><em class="sig-param"><span class="n"><span class="pre">password</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>,</dd>
+<dd><em class="sig-param"><span class="n"><span class="pre">serde_kwargs</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>,</dd>
+<dd><em class="sig-param"><span class="n"><span class="pre">redis_client_kwargs</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>,</dd>
+<dd><em class="sig-param"><span class="n"><span class="pre">namespace</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>,</dd>
+</dl>
+
+<span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><a class="reference internal" href="#burr.integrations.persisters.b_redis.AsyncRedisBasePersister" title="burr.integrations.persisters.b_redis.AsyncRedisBasePersister"><span class="pre">AsyncRedisBasePersister</span></a></span></span><a class="headerlink" href="#burr.integrations.persisters.b_redis.AsyncRedisBasePersister.from_values" title="Link to this definition">¶</a></dt>
+<dd><p>Creates a new instance of the AsyncRedisBasePersister from passed in values.</p>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="burr.integrations.persisters.b_redis.AsyncRedisBasePersister.list_app_ids">
+<em class="property"><span class="pre">async</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">list_app_ids</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">partition_key</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">list</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#burr.integrations.persisters.b_redis.AsyncRedisBasePersister.list_app_ids" title="Link to this definition">¶</a></dt>
+<dd><p>List the app ids for a given partition key.</p>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="burr.integrations.persisters.b_redis.AsyncRedisBasePersister.load">
+<em class="property"><span class="pre">async</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">load</span></span><span class="sig-paren">(</span>
+
+<dl>
+<dd><em class="sig-param"><span class="n"><span class="pre">partition_key</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em>,</dd>
+<dd><em class="sig-param"><span class="n"><span class="pre">app_id</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em>,</dd>
+<dd><em class="sig-param"><span class="n"><span class="pre">sequence_id</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>,</dd>
+<dd><em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em>,</dd>
+</dl>
+
+<span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">PersistedStateData</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span></span><a class="headerlink" href="#burr.integrations.persisters.b_redis.AsyncRedisBasePersister.load" title="Link to this definition">¶</a></dt>
+<dd><p>Load the state data for a given partition key, app id, and sequence id.</p>
+<p>If the sequence id is not given, it will be looked up in the Redis database. If it is not found, None will be returned.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>partition_key</strong></p></li>
+<li><p><strong>app_id</strong></p></li>
+<li><p><strong>sequence_id</strong></p></li>
+<li><p><strong>kwargs</strong></p></li>
+</ul>
+</dd>
+<dt class="field-even">Returns<span class="colon">:</span></dt>
+<dd class="field-even"><p>Value or None.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="burr.integrations.persisters.b_redis.AsyncRedisBasePersister.save">
+<em class="property"><span class="pre">async</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">save</span></span><span class="sig-paren">(</span>
+
+<dl>
+<dd><em class="sig-param"><span class="n"><span class="pre">partition_key</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em>,</dd>
+<dd><em class="sig-param"><span class="n"><span class="pre">app_id</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em>,</dd>
+<dd><em class="sig-param"><span class="n"><span class="pre">sequence_id</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</span></span></em>,</dd>
+<dd><em class="sig-param"><span class="n"><span class="pre">position</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em>,</dd>
+<dd><em class="sig-param"><span class="n"><span class="pre">state</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference internal" href="../state/#burr.core.state.State" title="burr.core.state.State"><span class="pre">State</span></a></span></em>,</dd>
+<dd><em class="sig-param"><span class="n"><span class="pre">status</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Literal</span><span class="p"><span class="pre">[</span></span><span class="s"><span class="pre">'completed'</span></span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="s"><span class="pre">'failed'</span></span><span class="p"><span class="pre">]</span></span></span></em>,</dd>
+<dd><em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em>,</dd>
+</dl>
+
+<span class="sig-paren">)</span><a class="headerlink" href="#burr.integrations.persisters.b_redis.AsyncRedisBasePersister.save" title="Link to this definition">¶</a></dt>
+<dd><p>Save the state data to the Redis database.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>partition_key</strong></p></li>
+<li><p><strong>app_id</strong></p></li>
+<li><p><strong>sequence_id</strong></p></li>
+<li><p><strong>position</strong></p></li>
+<li><p><strong>state</strong></p></li>
+<li><p><strong>status</strong></p></li>
+<li><p><strong>kwargs</strong></p></li>
+</ul>
+</dd>
+<dt class="field-even">Returns<span class="colon">:</span></dt>
+<dd class="field-even"><p></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="burr.integrations.persisters.b_redis.AsyncRedisBasePersister.set_serde_kwargs">
+<span class="sig-name descname"><span class="pre">set_serde_kwargs</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">serde_kwargs</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#burr.integrations.persisters.b_redis.AsyncRedisBasePersister.set_serde_kwargs" title="Link to this definition">¶</a></dt>
+<dd><p>Sets the serde_kwargs for the persister.</p>
+</dd></dl>
+
 </dd></dl>
 
 </section>
@@ -1593,42 +2177,53 @@ <h2>Supported Async Implementations<a class="headerlink" href="#supported-async-
 <li><a class="reference internal" href="#supported-sync-implementations">Supported Sync Implementations</a><ul>
 <li><a class="reference internal" href="#burr.core.persistence.SQLitePersister"><code class="docutils literal notranslate"><span class="pre">SQLitePersister</span></code></a><ul>
 <li><a class="reference internal" href="#burr.core.persistence.SQLitePersister.__init__"><code class="docutils literal notranslate"><span class="pre">SQLitePersister.__init__()</span></code></a></li>
+<li><a class="reference internal" href="#burr.core.persistence.SQLitePersister.cleanup"><code class="docutils literal notranslate"><span class="pre">SQLitePersister.cleanup()</span></code></a></li>
 <li><a class="reference internal" href="#burr.core.persistence.SQLitePersister.create_table_if_not_exists"><code class="docutils literal notranslate"><span class="pre">SQLitePersister.create_table_if_not_exists()</span></code></a></li>
+<li><a class="reference internal" href="#burr.core.persistence.SQLitePersister.from_config"><code class="docutils literal notranslate"><span class="pre">SQLitePersister.from_config()</span></code></a></li>
+<li><a class="reference internal" href="#burr.core.persistence.SQLitePersister.from_values"><code class="docutils literal notranslate"><span class="pre">SQLitePersister.from_values()</span></code></a></li>
 <li><a class="reference internal" href="#burr.core.persistence.SQLitePersister.initialize"><code class="docutils literal notranslate"><span class="pre">SQLitePersister.initialize()</span></code></a></li>
 <li><a class="reference internal" href="#burr.core.persistence.SQLitePersister.is_initialized"><code class="docutils literal notranslate"><span class="pre">SQLitePersister.is_initialized()</span></code></a></li>
 <li><a class="reference internal" href="#burr.core.persistence.SQLitePersister.list_app_ids"><code class="docutils literal notranslate"><span class="pre">SQLitePersister.list_app_ids()</span></code></a></li>
 <li><a class="reference internal" href="#burr.core.persistence.SQLitePersister.load"><code class="docutils literal notranslate"><span class="pre">SQLitePersister.load()</span></code></a></li>
 <li><a class="reference internal" href="#burr.core.persistence.SQLitePersister.save"><code class="docutils literal notranslate"><span class="pre">SQLitePersister.save()</span></code></a></li>
+<li><a class="reference internal" href="#burr.core.persistence.SQLitePersister.set_serde_kwargs"><code class="docutils literal notranslate"><span class="pre">SQLitePersister.set_serde_kwargs()</span></code></a></li>
 </ul>
 </li>
-<li><a class="reference internal" href="#burr.integrations.persisters.postgresql.PostgreSQLPersister"><code class="docutils literal notranslate"><span class="pre">PostgreSQLPersister</span></code></a><ul>
-<li><a class="reference internal" href="#burr.integrations.persisters.postgresql.PostgreSQLPersister.__init__"><code class="docutils literal notranslate"><span class="pre">PostgreSQLPersister.__init__()</span></code></a></li>
-<li><a class="reference internal" href="#burr.integrations.persisters.postgresql.PostgreSQLPersister.create_table"><code class="docutils literal notranslate"><span class="pre">PostgreSQLPersister.create_table()</span></code></a></li>
-<li><a class="reference internal" href="#burr.integrations.persisters.postgresql.PostgreSQLPersister.from_config"><code class="docutils literal notranslate"><span class="pre">PostgreSQLPersister.from_config()</span></code></a></li>
-<li><a class="reference internal" href="#burr.integrations.persisters.postgresql.PostgreSQLPersister.from_values"><code class="docutils literal notranslate"><span class="pre">PostgreSQLPersister.from_values()</span></code></a></li>
-<li><a class="reference internal" href="#burr.integrations.persisters.postgresql.PostgreSQLPersister.initialize"><code class="docutils literal notranslate"><span class="pre">PostgreSQLPersister.initialize()</span></code></a></li>
-<li><a class="reference internal" href="#burr.integrations.persisters.postgresql.PostgreSQLPersister.is_initialized"><code class="docutils literal notranslate"><span class="pre">PostgreSQLPersister.is_initialized()</span></code></a></li>
-<li><a class="reference internal" href="#burr.integrations.persisters.postgresql.PostgreSQLPersister.list_app_ids"><code class="docutils literal notranslate"><span class="pre">PostgreSQLPersister.list_app_ids()</span></code></a></li>
-<li><a class="reference internal" href="#burr.integrations.persisters.postgresql.PostgreSQLPersister.load"><code class="docutils literal notranslate"><span class="pre">PostgreSQLPersister.load()</span></code></a></li>
-<li><a class="reference internal" href="#burr.integrations.persisters.postgresql.PostgreSQLPersister.save"><code class="docutils literal notranslate"><span class="pre">PostgreSQLPersister.save()</span></code></a></li>
-<li><a class="reference internal" href="#burr.integrations.persisters.postgresql.PostgreSQLPersister.set_serde_kwargs"><code class="docutils literal notranslate"><span class="pre">PostgreSQLPersister.set_serde_kwargs()</span></code></a></li>
+<li><a class="reference internal" href="#burr.integrations.persisters.b_psycopg2.PostgreSQLPersister"><code class="docutils literal notranslate"><span class="pre">PostgreSQLPersister</span></code></a><ul>
+<li><a class="reference internal" href="#burr.integrations.persisters.b_psycopg2.PostgreSQLPersister.__init__"><code class="docutils literal notranslate"><span class="pre">PostgreSQLPersister.__init__()</span></code></a></li>
+<li><a class="reference internal" href="#burr.integrations.persisters.b_psycopg2.PostgreSQLPersister.cleanup"><code class="docutils literal notranslate"><span class="pre">PostgreSQLPersister.cleanup()</span></code></a></li>
+<li><a class="reference internal" href="#burr.integrations.persisters.b_psycopg2.PostgreSQLPersister.create_table"><code class="docutils literal notranslate"><span class="pre">PostgreSQLPersister.create_table()</span></code></a></li>
+<li><a class="reference internal" href="#burr.integrations.persisters.b_psycopg2.PostgreSQLPersister.from_config"><code class="docutils literal notranslate"><span class="pre">PostgreSQLPersister.from_config()</span></code></a></li>
+<li><a class="reference internal" href="#burr.integrations.persisters.b_psycopg2.PostgreSQLPersister.from_values"><code class="docutils literal notranslate"><span class="pre">PostgreSQLPersister.from_values()</span></code></a></li>
+<li><a class="reference internal" href="#burr.integrations.persisters.b_psycopg2.PostgreSQLPersister.initialize"><code class="docutils literal notranslate"><span class="pre">PostgreSQLPersister.initialize()</span></code></a></li>
+<li><a class="reference internal" href="#burr.integrations.persisters.b_psycopg2.PostgreSQLPersister.is_initialized"><code class="docutils literal notranslate"><span class="pre">PostgreSQLPersister.is_initialized()</span></code></a></li>
+<li><a class="reference internal" href="#burr.integrations.persisters.b_psycopg2.PostgreSQLPersister.list_app_ids"><code class="docutils literal notranslate"><span class="pre">PostgreSQLPersister.list_app_ids()</span></code></a></li>
+<li><a class="reference internal" href="#burr.integrations.persisters.b_psycopg2.PostgreSQLPersister.load"><code class="docutils literal notranslate"><span class="pre">PostgreSQLPersister.load()</span></code></a></li>
+<li><a class="reference internal" href="#burr.integrations.persisters.b_psycopg2.PostgreSQLPersister.save"><code class="docutils literal notranslate"><span class="pre">PostgreSQLPersister.save()</span></code></a></li>
+<li><a class="reference internal" href="#burr.integrations.persisters.b_psycopg2.PostgreSQLPersister.set_serde_kwargs"><code class="docutils literal notranslate"><span class="pre">PostgreSQLPersister.set_serde_kwargs()</span></code></a></li>
 </ul>
 </li>
 <li><a class="reference internal" href="#burr.integrations.persisters.b_redis.RedisBasePersister"><code class="docutils literal notranslate"><span class="pre">RedisBasePersister</span></code></a><ul>
 <li><a class="reference internal" href="#burr.integrations.persisters.b_redis.RedisBasePersister.__init__"><code class="docutils literal notranslate"><span class="pre">RedisBasePersister.__init__()</span></code></a></li>
+<li><a class="reference internal" href="#burr.integrations.persisters.b_redis.RedisBasePersister.cleanup"><code class="docutils literal notranslate"><span class="pre">RedisBasePersister.cleanup()</span></code></a></li>
 <li><a class="reference internal" href="#burr.integrations.persisters.b_redis.RedisBasePersister.create_key"><code class="docutils literal notranslate"><span class="pre">RedisBasePersister.create_key()</span></code></a></li>
+<li><a class="reference internal" href="#burr.integrations.persisters.b_redis.RedisBasePersister.from_config"><code class="docutils literal notranslate"><span class="pre">RedisBasePersister.from_config()</span></code></a></li>
 <li><a class="reference internal" href="#burr.integrations.persisters.b_redis.RedisBasePersister.from_values"><code class="docutils literal notranslate"><span class="pre">RedisBasePersister.from_values()</span></code></a></li>
 <li><a class="reference internal" href="#burr.integrations.persisters.b_redis.RedisBasePersister.list_app_ids"><code class="docutils literal notranslate"><span class="pre">RedisBasePersister.list_app_ids()</span></code></a></li>
 <li><a class="reference internal" href="#burr.integrations.persisters.b_redis.RedisBasePersister.load"><code class="docutils literal notranslate"><span class="pre">RedisBasePersister.load()</span></code></a></li>
 <li><a class="reference internal" href="#burr.integrations.persisters.b_redis.RedisBasePersister.save"><code class="docutils literal notranslate"><span class="pre">RedisBasePersister.save()</span></code></a></li>
+<li><a class="reference internal" href="#burr.integrations.persisters.b_redis.RedisBasePersister.set_serde_kwargs"><code class="docutils literal notranslate"><span class="pre">RedisBasePersister.set_serde_kwargs()</span></code></a></li>
 </ul>
 </li>
-<li><a class="reference internal" href="#burr.integrations.persisters.b_mongodb.MongoDBBasePersister"><code class="docutils literal notranslate"><span class="pre">MongoDBBasePersister</span></code></a><ul>
-<li><a class="reference internal" href="#burr.integrations.persisters.b_mongodb.MongoDBBasePersister.__init__"><code class="docutils literal notranslate"><span class="pre">MongoDBBasePersister.__init__()</span></code></a></li>
-<li><a class="reference internal" href="#burr.integrations.persisters.b_mongodb.MongoDBBasePersister.from_values"><code class="docutils literal notranslate"><span class="pre">MongoDBBasePersister.from_values()</span></code></a></li>
-<li><a class="reference internal" href="#burr.integrations.persisters.b_mongodb.MongoDBBasePersister.list_app_ids"><code class="docutils literal notranslate"><span class="pre">MongoDBBasePersister.list_app_ids()</span></code></a></li>
-<li><a class="reference internal" href="#burr.integrations.persisters.b_mongodb.MongoDBBasePersister.load"><code class="docutils literal notranslate"><span class="pre">MongoDBBasePersister.load()</span></code></a></li>
-<li><a class="reference internal" href="#burr.integrations.persisters.b_mongodb.MongoDBBasePersister.save"><code class="docutils literal notranslate"><span class="pre">MongoDBBasePersister.save()</span></code></a></li>
+<li><a class="reference internal" href="#burr.integrations.persisters.b_pymongo.MongoDBBasePersister"><code class="docutils literal notranslate"><span class="pre">MongoDBBasePersister</span></code></a><ul>
+<li><a class="reference internal" href="#burr.integrations.persisters.b_pymongo.MongoDBBasePersister.__init__"><code class="docutils literal notranslate"><span class="pre">MongoDBBasePersister.__init__()</span></code></a></li>
+<li><a class="reference internal" href="#burr.integrations.persisters.b_pymongo.MongoDBBasePersister.cleanup"><code class="docutils literal notranslate"><span class="pre">MongoDBBasePersister.cleanup()</span></code></a></li>
+<li><a class="reference internal" href="#burr.integrations.persisters.b_pymongo.MongoDBBasePersister.from_config"><code class="docutils literal notranslate"><span class="pre">MongoDBBasePersister.from_config()</span></code></a></li>
+<li><a class="reference internal" href="#burr.integrations.persisters.b_pymongo.MongoDBBasePersister.from_values"><code class="docutils literal notranslate"><span class="pre">MongoDBBasePersister.from_values()</span></code></a></li>
+<li><a class="reference internal" href="#burr.integrations.persisters.b_pymongo.MongoDBBasePersister.list_app_ids"><code class="docutils literal notranslate"><span class="pre">MongoDBBasePersister.list_app_ids()</span></code></a></li>
+<li><a class="reference internal" href="#burr.integrations.persisters.b_pymongo.MongoDBBasePersister.load"><code class="docutils literal notranslate"><span class="pre">MongoDBBasePersister.load()</span></code></a></li>
+<li><a class="reference internal" href="#burr.integrations.persisters.b_pymongo.MongoDBBasePersister.save"><code class="docutils literal notranslate"><span class="pre">MongoDBBasePersister.save()</span></code></a></li>
+<li><a class="reference internal" href="#burr.integrations.persisters.b_pymongo.MongoDBBasePersister.set_serde_kwargs"><code class="docutils literal notranslate"><span class="pre">MongoDBBasePersister.set_serde_kwargs()</span></code></a></li>
 </ul>
 </li>
 </ul>
@@ -1636,13 +2231,43 @@ <h2>Supported Async Implementations<a class="headerlink" href="#supported-async-
 <li><a class="reference internal" href="#supported-async-implementations">Supported Async Implementations</a><ul>
 <li><a class="reference internal" href="#burr.integrations.persisters.b_aiosqlite.AsyncSQLitePersister"><code class="docutils literal notranslate"><span class="pre">AsyncSQLitePersister</span></code></a><ul>
 <li><a class="reference internal" href="#burr.integrations.persisters.b_aiosqlite.AsyncSQLitePersister.__init__"><code class="docutils literal notranslate"><span class="pre">AsyncSQLitePersister.__init__()</span></code></a></li>
+<li><a class="reference internal" href="#burr.integrations.persisters.b_aiosqlite.AsyncSQLitePersister.cleanup"><code class="docutils literal notranslate"><span class="pre">AsyncSQLitePersister.cleanup()</span></code></a></li>
+<li><a class="reference internal" href="#burr.integrations.persisters.b_aiosqlite.AsyncSQLitePersister.close"><code class="docutils literal notranslate"><span class="pre">AsyncSQLitePersister.close()</span></code></a></li>
 <li><a class="reference internal" href="#burr.integrations.persisters.b_aiosqlite.AsyncSQLitePersister.create_table_if_not_exists"><code class="docutils literal notranslate"><span class="pre">AsyncSQLitePersister.create_table_if_not_exists()</span></code></a></li>
+<li><a class="reference internal" href="#burr.integrations.persisters.b_aiosqlite.AsyncSQLitePersister.from_config"><code class="docutils literal notranslate"><span class="pre">AsyncSQLitePersister.from_config()</span></code></a></li>
 <li><a class="reference internal" href="#burr.integrations.persisters.b_aiosqlite.AsyncSQLitePersister.from_values"><code class="docutils literal notranslate"><span class="pre">AsyncSQLitePersister.from_values()</span></code></a></li>
 <li><a class="reference internal" href="#burr.integrations.persisters.b_aiosqlite.AsyncSQLitePersister.initialize"><code class="docutils literal notranslate"><span class="pre">AsyncSQLitePersister.initialize()</span></code></a></li>
 <li><a class="reference internal" href="#burr.integrations.persisters.b_aiosqlite.AsyncSQLitePersister.is_initialized"><code class="docutils literal notranslate"><span class="pre">AsyncSQLitePersister.is_initialized()</span></code></a></li>
 <li><a class="reference internal" href="#burr.integrations.persisters.b_aiosqlite.AsyncSQLitePersister.list_app_ids"><code class="docutils literal notranslate"><span class="pre">AsyncSQLitePersister.list_app_ids()</span></code></a></li>
 <li><a class="reference internal" href="#burr.integrations.persisters.b_aiosqlite.AsyncSQLitePersister.load"><code class="docutils literal notranslate"><span class="pre">AsyncSQLitePersister.load()</span></code></a></li>
 <li><a class="reference internal" href="#burr.integrations.persisters.b_aiosqlite.AsyncSQLitePersister.save"><code class="docutils literal notranslate"><span class="pre">AsyncSQLitePersister.save()</span></code></a></li>
+<li><a class="reference internal" href="#burr.integrations.persisters.b_aiosqlite.AsyncSQLitePersister.set_serde_kwargs"><code class="docutils literal notranslate"><span class="pre">AsyncSQLitePersister.set_serde_kwargs()</span></code></a></li>
+</ul>
+</li>
+<li><a class="reference internal" href="#burr.integrations.persisters.b_asyncpg.AsyncPostgreSQLPersister"><code class="docutils literal notranslate"><span class="pre">AsyncPostgreSQLPersister</span></code></a><ul>
+<li><a class="reference internal" href="#burr.integrations.persisters.b_asyncpg.AsyncPostgreSQLPersister.__init__"><code class="docutils literal notranslate"><span class="pre">AsyncPostgreSQLPersister.__init__()</span></code></a></li>
+<li><a class="reference internal" href="#burr.integrations.persisters.b_asyncpg.AsyncPostgreSQLPersister.cleanup"><code class="docutils literal notranslate"><span class="pre">AsyncPostgreSQLPersister.cleanup()</span></code></a></li>
+<li><a class="reference internal" href="#burr.integrations.persisters.b_asyncpg.AsyncPostgreSQLPersister.create_table"><code class="docutils literal notranslate"><span class="pre">AsyncPostgreSQLPersister.create_table()</span></code></a></li>
+<li><a class="reference internal" href="#burr.integrations.persisters.b_asyncpg.AsyncPostgreSQLPersister.from_config"><code class="docutils literal notranslate"><span class="pre">AsyncPostgreSQLPersister.from_config()</span></code></a></li>
+<li><a class="reference internal" href="#burr.integrations.persisters.b_asyncpg.AsyncPostgreSQLPersister.from_values"><code class="docutils literal notranslate"><span class="pre">AsyncPostgreSQLPersister.from_values()</span></code></a></li>
+<li><a class="reference internal" href="#burr.integrations.persisters.b_asyncpg.AsyncPostgreSQLPersister.initialize"><code class="docutils literal notranslate"><span class="pre">AsyncPostgreSQLPersister.initialize()</span></code></a></li>
+<li><a class="reference internal" href="#burr.integrations.persisters.b_asyncpg.AsyncPostgreSQLPersister.is_initialized"><code class="docutils literal notranslate"><span class="pre">AsyncPostgreSQLPersister.is_initialized()</span></code></a></li>
+<li><a class="reference internal" href="#burr.integrations.persisters.b_asyncpg.AsyncPostgreSQLPersister.list_app_ids"><code class="docutils literal notranslate"><span class="pre">AsyncPostgreSQLPersister.list_app_ids()</span></code></a></li>
+<li><a class="reference internal" href="#burr.integrations.persisters.b_asyncpg.AsyncPostgreSQLPersister.load"><code class="docutils literal notranslate"><span class="pre">AsyncPostgreSQLPersister.load()</span></code></a></li>
+<li><a class="reference internal" href="#burr.integrations.persisters.b_asyncpg.AsyncPostgreSQLPersister.save"><code class="docutils literal notranslate"><span class="pre">AsyncPostgreSQLPersister.save()</span></code></a></li>
+<li><a class="reference internal" href="#burr.integrations.persisters.b_asyncpg.AsyncPostgreSQLPersister.set_serde_kwargs"><code class="docutils literal notranslate"><span class="pre">AsyncPostgreSQLPersister.set_serde_kwargs()</span></code></a></li>
+</ul>
+</li>
+<li><a class="reference internal" href="#burr.integrations.persisters.b_redis.AsyncRedisBasePersister"><code class="docutils literal notranslate"><span class="pre">AsyncRedisBasePersister</span></code></a><ul>
+<li><a class="reference internal" href="#burr.integrations.persisters.b_redis.AsyncRedisBasePersister.__init__"><code class="docutils literal notranslate"><span class="pre">AsyncRedisBasePersister.__init__()</span></code></a></li>
+<li><a class="reference internal" href="#burr.integrations.persisters.b_redis.AsyncRedisBasePersister.cleanup"><code class="docutils literal notranslate"><span class="pre">AsyncRedisBasePersister.cleanup()</span></code></a></li>
+<li><a class="reference internal" href="#burr.integrations.persisters.b_redis.AsyncRedisBasePersister.create_key"><code class="docutils literal notranslate"><span class="pre">AsyncRedisBasePersister.create_key()</span></code></a></li>
+<li><a class="reference internal" href="#burr.integrations.persisters.b_redis.AsyncRedisBasePersister.from_config"><code class="docutils literal notranslate"><span class="pre">AsyncRedisBasePersister.from_config()</span></code></a></li>
+<li><a class="reference internal" href="#burr.integrations.persisters.b_redis.AsyncRedisBasePersister.from_values"><code class="docutils literal notranslate"><span class="pre">AsyncRedisBasePersister.from_values()</span></code></a></li>
+<li><a class="reference internal" href="#burr.integrations.persisters.b_redis.AsyncRedisBasePersister.list_app_ids"><code class="docutils literal notranslate"><span class="pre">AsyncRedisBasePersister.list_app_ids()</span></code></a></li>
+<li><a class="reference internal" href="#burr.integrations.persisters.b_redis.AsyncRedisBasePersister.load"><code class="docutils literal notranslate"><span class="pre">AsyncRedisBasePersister.load()</span></code></a></li>
+<li><a class="reference internal" href="#burr.integrations.persisters.b_redis.AsyncRedisBasePersister.save"><code class="docutils literal notranslate"><span class="pre">AsyncRedisBasePersister.save()</span></code></a></li>
+<li><a class="reference internal" href="#burr.integrations.persisters.b_redis.AsyncRedisBasePersister.set_serde_kwargs"><code class="docutils literal notranslate"><span class="pre">AsyncRedisBasePersister.set_serde_kwargs()</span></code></a></li>
 </ul>
 </li>
 </ul>
diff --git a/pull/505/searchindex.js b/pull/505/searchindex.js
index 24b9dcaa..1b0e9300 100644
--- a/pull/505/searchindex.js
+++ b/pull/505/searchindex.js
@@ -1 +1 @@
-Search.setIndex({"alltitles": {"1. Agent application is modeled as State + Actions \u2013> Graph": [[27, "agent-application-is-modeled-as-state-actions-graph"]], "2. Build application \u2013> built in checkpointing & tracking": [[27, "build-application-built-in-checkpointing-tracking"]], "3. Comes with a UI": [[27, "comes-with-a-ui"]], "API reference": [[54, null]], "Action-level typing": [[13, "action-level-typing"]], "Actions": [[0, null], [51, null]], "Actually what if I want to go back to a certain point in time?": [[27, "actually-what-if-i-want-to-go-back-to-a-certain-point-in-time"]], "Add a decision making step": [[26, "add-a-decision-making-step"]], "Add a hook to print the steps \u2013 optional but shows that Burr is pluggable": [[29, "add-a-hook-to-print-the-steps-optional-but-shows-that-burr-is-pluggable"]], "Additional Use-cases": [[5, "additional-use-cases"]], "Additional Visibility": [[1, null]], "Advanced Usage": [[5, "advanced-usage"]], "Agent patterns": [[23, null]], "Agentic Problems": [[27, "agentic-problems"]], "Alternatives": [[7, "alternatives"]], "An example": [[12, "an-example"]], "Application + Action-level typing": [[13, "application-action-level-typing"]], "Application-level Typing": [[13, "application-level-typing"]], "Applications": [[11, 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\ No newline at end of file