diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 2fbba0905..81b83c233 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -3,6 +3,7 @@ repos:
     rev: v2.3.0
     hooks:
     -   id: check-yaml
+        args: ['--unsafe']
     -   id: end-of-file-fixer
     -   id: trailing-whitespace
 -   repo: https://github.com/psf/black
diff --git a/README.md b/README.md
index 305dec99d..933b66384 100644
--- a/README.md
+++ b/README.md
@@ -221,6 +221,18 @@ python -m openadapt.replay VanillaReplayStrategy --instructions "calculate 9-8"
 
 See https://github.com/OpenAdaptAI/OpenAdapt/tree/main/openadapt/strategies for a complete list. More ReplayStrategies coming soon! (see [Contributing](#Contributing)).
 
+### Admin features
+If you want to self host the app, you should run the following scripts
+
+**recording_uploader**
+- Ensure that you have valid AWS credentials added in your environment
+- Run the following command to create a stack on AWS that you can upload recordings to
+```bash
+python -m admin.recording_uploader.deploy
+```
+- If the script runs successfully, you should see an API Gateway URL in the output
+- Copy the URL and change the value of `RECORDING_UPLOAD_URL` in `openadapt/config.py` to the URL you copied
+
 ## Features
 
 ### State-of-the-art GUI understanding via [Segment Anything in High Quality](https://github.com/SysCV/sam-hq):
diff --git a/admin/recording_uploader/README.md b/admin/recording_uploader/README.md
new file mode 100644
index 000000000..4871ef715
--- /dev/null
+++ b/admin/recording_uploader/README.md
@@ -0,0 +1,87 @@
+# recording-uploader
+
+This project contains source code and supporting files for a serverless application that you can deploy with the SAM CLI. It includes the following files and folders.
+
+- uploader - Code for the application's Lambda function.
+- template.yaml - A template that defines the application's AWS resources.
+
+The application uses several AWS resources, including Lambda functions and an API Gateway API. These resources are defined in the `template.yaml` file in this project. You can update the template to add AWS resources through the same deployment process that updates your application code.
+
+If you prefer to use an integrated development environment (IDE) to build and test your application, you can use the AWS Toolkit.
+The AWS Toolkit is an open source plug-in for popular IDEs that uses the SAM CLI to build and deploy serverless applications on AWS. The AWS Toolkit also adds a simplified step-through debugging experience for Lambda function code. See the following links to get started.
+
+* [CLion](https://docs.aws.amazon.com/toolkit-for-jetbrains/latest/userguide/welcome.html)
+* [GoLand](https://docs.aws.amazon.com/toolkit-for-jetbrains/latest/userguide/welcome.html)
+* [IntelliJ](https://docs.aws.amazon.com/toolkit-for-jetbrains/latest/userguide/welcome.html)
+* [WebStorm](https://docs.aws.amazon.com/toolkit-for-jetbrains/latest/userguide/welcome.html)
+* [Rider](https://docs.aws.amazon.com/toolkit-for-jetbrains/latest/userguide/welcome.html)
+* [PhpStorm](https://docs.aws.amazon.com/toolkit-for-jetbrains/latest/userguide/welcome.html)
+* [PyCharm](https://docs.aws.amazon.com/toolkit-for-jetbrains/latest/userguide/welcome.html)
+* [RubyMine](https://docs.aws.amazon.com/toolkit-for-jetbrains/latest/userguide/welcome.html)
+* [DataGrip](https://docs.aws.amazon.com/toolkit-for-jetbrains/latest/userguide/welcome.html)
+* [VS Code](https://docs.aws.amazon.com/toolkit-for-vscode/latest/userguide/welcome.html)
+* [Visual Studio](https://docs.aws.amazon.com/toolkit-for-visual-studio/latest/user-guide/welcome.html)
+
+## Deploy the application
+
+There is a `deploy` script that creates the s3 bucket and deploys the application using the SAM CLI (included as part of the dev dependencies of this project). The bucket name is hardcoded in the script. The SAM CLI is set up to run in `guided` mode, which will prompt the user every time before deploying, in case the user wants to change the default values.
+
+
+You can find your API Gateway Endpoint URL in the output values displayed after deployment.
+
+## Use the SAM CLI to build and test locally
+
+Build your application with the `sam build --use-container` command.
+
+```bash
+recording-uploader$ sam build --use-container
+```
+
+The SAM CLI installs dependencies defined in `uploader/requirements.txt`, creates a deployment package, and saves it in the `.aws-sam/build` folder.
+
+Run functions locally and invoke them with the `sam local invoke` command.
+
+```bash
+recording-uploader$ sam local invoke RecordingUploadFunction
+```
+
+The SAM CLI can also emulate your application's API. Use the `sam local start-api` to run the API locally on port 3000.
+
+```bash
+recording-uploader$ sam local start-api
+recording-uploader$ curl http://localhost:3000/
+```
+
+The SAM CLI reads the application template to determine the API's routes and the functions that they invoke. The `Events` property on each function's definition includes the route and method for each path.
+
+```yaml
+      Events:
+        RecordingUpload:
+          Type: Api
+          Properties:
+            Path: /upload
+            Method: get
+```
+
+## Add a resource to your application
+The application template uses AWS Serverless Application Model (AWS SAM) to define application resources. AWS SAM is an extension of AWS CloudFormation with a simpler syntax for configuring common serverless application resources such as functions, triggers, and APIs. For resources not included in [the SAM specification](https://github.com/awslabs/serverless-application-model/blob/master/versions/2016-10-31.md), you can use standard [AWS CloudFormation](https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-template-resource-type-ref.html) resource types.
+
+## Fetch, tail, and filter Lambda function logs
+
+To simplify troubleshooting, SAM CLI has a command called `sam logs`. `sam logs` lets you fetch logs generated by your deployed Lambda function from the command line. In addition to printing the logs on the terminal, this command has several nifty features to help you quickly find the bug.
+
+`NOTE`: This command works for all AWS Lambda functions; not just the ones you deploy using SAM.
+
+```bash
+recording-uploader$ sam logs -n RecordingUploadFunction --stack-name "recording-uploader" --tail
+```
+
+You can find more information and examples about filtering Lambda function logs in the [SAM CLI Documentation](https://docs.aws.amazon.com/serverless-application-model/latest/developerguide/serverless-sam-cli-logging.html).
+
+## Cleanup
+
+To delete the sample application that you created, use the AWS CLI. Assuming you used your project name for the stack name, you can run the following:
+
+```bash
+sam delete --stack-name "recording-uploader"
+```
diff --git a/admin/recording_uploader/__init__.py b/admin/recording_uploader/__init__.py
new file mode 100644
index 000000000..0498cd0a6
--- /dev/null
+++ b/admin/recording_uploader/__init__.py
@@ -0,0 +1 @@
+"""Init file for the recording_uploader package."""
diff --git a/admin/recording_uploader/deploy.py b/admin/recording_uploader/deploy.py
new file mode 100644
index 000000000..f17e1b87c
--- /dev/null
+++ b/admin/recording_uploader/deploy.py
@@ -0,0 +1,42 @@
+"""Entrypoint to deploy the uploader to AWS Lambda."""
+
+
+import pathlib
+import subprocess
+
+from loguru import logger
+import boto3
+import fire
+
+CURRENT_DIR = pathlib.Path(__file__).parent
+
+
+def main(region_name: str = "us-east-1", guided: bool = True) -> None:
+    """Deploy the uploader to AWS Lambda.
+
+    Args:
+        region_name (str): The AWS region to deploy the Lambda function to.
+        guided (bool): Whether to use the guided SAM deployment.
+    """
+    s3 = boto3.client(
+        "s3",
+        region_name=region_name,
+        endpoint_url=f"https://s3.{region_name}.amazonaws.com",
+    )
+    bucket = "openadapt"
+
+    s3.create_bucket(
+        ACL="private",
+        Bucket=bucket,
+    )
+
+    # deploy the code to AWS Lambda
+    commands = ["sam", "deploy"]
+    if guided:
+        commands.append("--guided")
+    subprocess.run(commands, cwd=CURRENT_DIR, check=True)
+    logger.info("Lambda function deployed successfully.")
+
+
+if __name__ == "__main__":
+    fire.Fire(main)
diff --git a/admin/recording_uploader/samconfig.toml b/admin/recording_uploader/samconfig.toml
new file mode 100644
index 000000000..1edc0b6d3
--- /dev/null
+++ b/admin/recording_uploader/samconfig.toml
@@ -0,0 +1,34 @@
+# More information about the configuration file can be found here:
+# https://docs.aws.amazon.com/serverless-application-model/latest/developerguide/serverless-sam-cli-config.html
+version = 0.1
+
+[default]
+[default.global.parameters]
+stack_name = "recording-uploader"
+
+[default.build.parameters]
+cached = true
+parallel = true
+
+[default.validate.parameters]
+lint = true
+
+[default.deploy.parameters]
+capabilities = "CAPABILITY_IAM"
+confirm_changeset = false
+resolve_s3 = true
+s3_prefix = "recording-uploader"
+region = "us-east-1"
+image_repositories = []
+
+[default.package.parameters]
+resolve_s3 = true
+
+[default.sync.parameters]
+watch = true
+
+[default.local_start_api.parameters]
+warm_containers = "EAGER"
+
+[default.local_start_lambda.parameters]
+warm_containers = "EAGER"
diff --git a/admin/recording_uploader/template.yaml b/admin/recording_uploader/template.yaml
new file mode 100644
index 000000000..328e4cda8
--- /dev/null
+++ b/admin/recording_uploader/template.yaml
@@ -0,0 +1,48 @@
+AWSTemplateFormatVersion: '2010-09-09'
+Transform: AWS::Serverless-2016-10-31
+Description: >
+  recording-uploader
+
+  Sample SAM Template for recording-uploader
+
+# More info about Globals: https://github.com/awslabs/serverless-application-model/blob/master/docs/globals.rst
+Globals:
+  Function:
+    Timeout: 3
+
+Resources:
+  RecordingUploadFunction:
+    Type: AWS::Serverless::Function # More info about Function Resource: https://github.com/awslabs/serverless-application-model/blob/master/versions/2016-10-31.md#awsserverlessfunction
+    Properties:
+      CodeUri: uploader/
+      Handler: app.lambda_handler
+      Runtime: python3.10
+      Architectures:
+        - x86_64
+      Events:
+        RecordingUpload:
+          Type: Api # More info about API Event Source: https://github.com/awslabs/serverless-application-model/blob/master/versions/2016-10-31.md#api
+          Properties:
+            Path: /upload
+            Method: post
+      Policies:
+        - Statement:
+          - Sid: S3PutObjectPolicy
+            Effect: Allow
+            Action:
+              - s3:PutObject
+            Resource: !Sub "arn:aws:s3:::openadapt/*"
+
+Outputs:
+  # ServerlessRestApi is an implicit API created out of Events key under Serverless::Function
+  # Find out more about other implicit resources you can reference within SAM
+  # https://github.com/awslabs/serverless-application-model/blob/master/docs/internals/generated_resources.rst#api
+  RecordingUploadApi:
+    Description: "API Gateway endpoint URL for Prod stage for Recording Upload function"
+    Value: !Sub "https://${ServerlessRestApi}.execute-api.${AWS::Region}.amazonaws.com/Prod/upload/"
+  RecordingUploadFunction:
+    Description: "Recording Upload Lambda Function ARN"
+    Value: !GetAtt RecordingUploadFunction.Arn
+  RecordingUploadFunctionIamRole:
+    Description: "Implicit IAM Role created for Recording Upload function"
+    Value: !GetAtt RecordingUploadFunctionRole.Arn
diff --git a/admin/recording_uploader/uploader/__init__.py b/admin/recording_uploader/uploader/__init__.py
new file mode 100644
index 000000000..545508ded
--- /dev/null
+++ b/admin/recording_uploader/uploader/__init__.py
@@ -0,0 +1 @@
+"""Init file for the uploader module."""
diff --git a/admin/recording_uploader/uploader/app.py b/admin/recording_uploader/uploader/app.py
new file mode 100644
index 000000000..798ae24a3
--- /dev/null
+++ b/admin/recording_uploader/uploader/app.py
@@ -0,0 +1,60 @@
+"""Lambda function for generating a presigned URL for uploading a recording to S3."""
+
+from typing import Any
+from uuid import uuid4
+import json
+
+from botocore.client import Config
+import boto3
+
+DEFAULT_REGION_NAME = "us-east-1"
+DEFAULT_BUCKET = "openadapt"
+ONE_HOUR_IN_SECONDS = 3600
+
+
+def lambda_handler(event: dict, context: Any) -> dict:
+    """Main entry point for the lambda function."""
+    try:
+        user_id = json.loads(event["body"])["user_id"]
+    except Exception as e:
+        print(e)
+        return {
+            "statusCode": 400,
+            "body": json.dumps({"error": "Missing 'user_id' in request body."}),
+        }
+    return {
+        "statusCode": 200,
+        "body": json.dumps(get_presigned_url(user_id)),
+    }
+
+
+def get_presigned_url(
+    user_id: str, bucket: str = DEFAULT_BUCKET, region_name: str = DEFAULT_REGION_NAME
+) -> dict:
+    """Generate a presigned URL for uploading a recording to S3.
+
+    Args:
+        bucket (str): The S3 bucket to upload the recording to.
+        region_name (str): The AWS region the bucket is in.
+
+    Returns:
+        dict: A dictionary containing the presigned URL.
+    """
+    s3 = boto3.client(
+        "s3",
+        config=Config(signature_version="s3v4"),
+        region_name=region_name,
+        endpoint_url=f"https://s3.{region_name}.amazonaws.com",
+    )
+    key = f"recordings/{user_id}/{uuid4()}.zip"
+
+    presigned_url = s3.generate_presigned_url(
+        ClientMethod="put_object",
+        Params={
+            "Bucket": bucket,
+            "Key": key,
+        },
+        ExpiresIn=ONE_HOUR_IN_SECONDS,
+    )
+
+    return {"url": presigned_url}
diff --git a/admin/recording_uploader/uploader/requirements.txt b/admin/recording_uploader/uploader/requirements.txt
new file mode 100644
index 000000000..1b7a5c13f
--- /dev/null
+++ b/admin/recording_uploader/uploader/requirements.txt
@@ -0,0 +1 @@
+boto3==1.34.84
diff --git a/openadapt/app/dashboard/api/recordings.py b/openadapt/app/dashboard/api/recordings.py
index 32b13debf..0f51ef5f3 100644
--- a/openadapt/app/dashboard/api/recordings.py
+++ b/openadapt/app/dashboard/api/recordings.py
@@ -6,11 +6,13 @@
 from loguru import logger
 
 from openadapt.app import cards
+from openadapt.config import config
 from openadapt.db import crud
 from openadapt.events import get_events
 from openadapt.models import Recording
-from openadapt.utils import image2utf8, row2dict
 from openadapt.plotting import display_event
+from openadapt.share import upload_recording_to_s3
+from openadapt.utils import image2utf8, row2dict
 
 
 class RecordingsAPI:
@@ -29,6 +31,9 @@ def attach_routes(self) -> APIRouter:
         self.app.add_api_route("/start", self.start_recording)
         self.app.add_api_route("/stop", self.stop_recording)
         self.app.add_api_route("/status", self.recording_status)
+        self.app.add_api_route(
+            "/{recording_id}/upload", self.upload_recording, methods=["POST"]
+        )
         self.recording_detail_route()
         return self.app
 
@@ -63,6 +68,11 @@ def recording_status() -> dict[str, bool]:
         """Get the recording status."""
         return {"recording": cards.is_recording()}
 
+    def upload_recording(self, recording_id: int) -> dict[str, str]:
+        """Upload a recording."""
+        upload_recording_to_s3(config.UNIQUE_USER_ID, recording_id)
+        return {"message": "Recording uploaded"}
+
     def recording_detail_route(self) -> None:
         """Add the recording detail route as a websocket."""
 
diff --git a/openadapt/app/dashboard/app/providers.tsx b/openadapt/app/dashboard/app/providers.tsx
index d607f2634..784d4092c 100644
--- a/openadapt/app/dashboard/app/providers.tsx
+++ b/openadapt/app/dashboard/app/providers.tsx
@@ -3,6 +3,7 @@ import { get } from '@/api'
 import posthog from 'posthog-js'
 import { PostHogProvider } from 'posthog-js/react'
 import { useEffect } from 'react'
+import { getSettings } from './utils'
 
 if (typeof window !== 'undefined') {
   if (process.env.NEXT_PUBLIC_MODE !== "development") {
@@ -12,13 +13,6 @@ if (typeof window !== 'undefined') {
   }
 }
 
-async function getSettings(): Promise<Record<string, string>> {
-  return get('/api/settings?category=general', {
-      cache: 'no-store',
-  })
-}
-
-
 export function CSPostHogProvider({ children }: { children: React.ReactNode }) {
   useEffect(() => {
     if (process.env.NEXT_PUBLIC_MODE !== "development") {
diff --git a/openadapt/app/dashboard/app/recordings/detail/page.tsx b/openadapt/app/dashboard/app/recordings/detail/page.tsx
index ca4e23eda..d83000857 100644
--- a/openadapt/app/dashboard/app/recordings/detail/page.tsx
+++ b/openadapt/app/dashboard/app/recordings/detail/page.tsx
@@ -4,7 +4,8 @@ import { ActionEvents } from "@/components/ActionEvent/ActionEvents";
 import { RecordingDetails } from "@/components/RecordingDetails";
 import { ActionEvent as ActionEventType } from "@/types/action-event";
 import { Recording as RecordingType } from "@/types/recording";
-import { Box, Loader, Progress } from "@mantine/core";
+import { Box, Button, Grid, Loader, Progress } from "@mantine/core";
+import { notifications } from "@mantine/notifications";
 import { useSearchParams } from "next/navigation";
 import { Suspense, useEffect, useState } from "react";
 
@@ -57,6 +58,25 @@ function Recording() {
             websocket.close();
         }
     }, [id]);
+    function uploadRecording() {
+        fetch(`/api/recordings/${id}/upload`, {
+            method: "POST",
+        }).then(resp => {
+            if (resp.status === 200) {
+                notifications.show({
+                    title: "Recording uploaded",
+                    message: "Recording has been uploaded successfully",
+                    color: "teal",
+                });
+            } else {
+                notifications.show({
+                    title: "Error",
+                    message: "Failed to upload recording",
+                    color: "red",
+                });
+            }
+        });
+    }
     if (!recordingInfo) {
         return <Loader />;
     }
@@ -64,7 +84,14 @@ function Recording() {
 
     return (
         <Box>
-            <RecordingDetails recording={recordingInfo.recording} />
+            <Grid>
+                <Grid.Col span={6}>
+                    <RecordingDetails recording={recordingInfo.recording} />
+                </Grid.Col>
+                <Grid.Col span={6} display="flex" className="items-center">
+                    <Button onClick={uploadRecording}>Upload recording</Button>
+                </Grid.Col>
+            </Grid>
             {actionEvents.length && actionEvents.length < recordingInfo.num_events && (
                 <Progress.Root size={30} my={30}>
                     <Progress.Section value={(actionEvents.length / recordingInfo.num_events) * 100}>
diff --git a/openadapt/app/dashboard/app/settings/(api_keys)/page.tsx b/openadapt/app/dashboard/app/settings/(api_keys)/page.tsx
index 3c2d15005..fea6cabbc 100644
--- a/openadapt/app/dashboard/app/settings/(api_keys)/page.tsx
+++ b/openadapt/app/dashboard/app/settings/(api_keys)/page.tsx
@@ -3,18 +3,12 @@
 import React, { useEffect, useState } from 'react'
 import { get } from '@/api';
 import { Form } from './form';
-
-
-async function getSettings(): Promise<Record<string, string>> {
-    return get('/api/settings?category=api_keys', {
-        cache: 'no-store',
-    })
-}
+import { getSettings } from '@/app/utils';
 
 export default function APIKeys () {
     const [settings, setSettings] = useState({});
     useEffect(() => {
-        getSettings().then(setSettings);
+        getSettings("api_keys").then(setSettings);
     }, [])
 
     return (
diff --git a/openadapt/app/dashboard/app/settings/record_and_replay/page.tsx b/openadapt/app/dashboard/app/settings/record_and_replay/page.tsx
index 8046d9fcc..3a216c303 100644
--- a/openadapt/app/dashboard/app/settings/record_and_replay/page.tsx
+++ b/openadapt/app/dashboard/app/settings/record_and_replay/page.tsx
@@ -3,18 +3,12 @@
 import React, { useEffect, useState } from 'react'
 import { get } from '@/api';
 import { Form } from './form';
-
-
-async function getSettings(): Promise<Record<string, string>> {
-    return get('/api/settings?category=record_and_replay', {
-        cache: 'no-store',
-    })
-}
+import { getSettings } from '@/app/utils';
 
 export default function APIKeys () {
     const [settings, setSettings] = useState({});
     useEffect(() => {
-        getSettings().then(setSettings)
+        getSettings("record_and_replay").then(setSettings)
     }, [])
     return (
         <Form settings={settings} />
diff --git a/openadapt/app/dashboard/app/settings/scrubbing/page.tsx b/openadapt/app/dashboard/app/settings/scrubbing/page.tsx
index 6387ad6ec..2a6b7d44f 100644
--- a/openadapt/app/dashboard/app/settings/scrubbing/page.tsx
+++ b/openadapt/app/dashboard/app/settings/scrubbing/page.tsx
@@ -3,18 +3,12 @@
 import React, { useEffect, useState } from 'react'
 import { get } from '@/api';
 import { Form } from './form';
-
-
-function getSettings(): Promise<Record<string, string>> {
-    return get('/api/settings?category=scrubbing', {
-        cache: 'no-store',
-    })
-}
+import { getSettings } from '@/app/utils';
 
 export default function APIKeys () {
     const [settings, setSettings] = useState({});
     useEffect(() => {
-        getSettings().then(setSettings)
+        getSettings("scrubbing").then(setSettings)
     }, [])
     return (
         <Form settings={settings} />
diff --git a/openadapt/app/dashboard/app/utils.ts b/openadapt/app/dashboard/app/utils.ts
index 712ff2d8a..f5de0289b 100644
--- a/openadapt/app/dashboard/app/utils.ts
+++ b/openadapt/app/dashboard/app/utils.ts
@@ -1,3 +1,4 @@
+import { get } from '@/api';
 import moment from 'moment';
 
 
@@ -7,3 +8,10 @@ export const timeStampToDateString = (timeStamp: number) => {
     }
     return moment.unix(timeStamp).format('DD/MM/YYYY HH:mm:ss');
 }
+
+
+export const getSettings = (category: string = 'general'): Promise<Record<string, any>> => {
+    return get(`/api/settings?category=${category}`, {
+        cache: 'no-store',
+    })
+}
diff --git a/openadapt/config.py b/openadapt/config.py
index 742aeaa88..4d57c92a5 100644
--- a/openadapt/config.py
+++ b/openadapt/config.py
@@ -33,6 +33,7 @@
 CAPTURE_DIR_PATH = (DATA_DIR_PATH / "captures").absolute()
 VIDEO_DIR_PATH = DATA_DIR_PATH / "videos"
 DATABASE_LOCK_FILE_PATH = DATA_DIR_PATH / "openadapt.db.lock"
+RECORDING_UPLOAD_URL = ""
 
 STOP_STRS = [
     "oa.stop",
diff --git a/openadapt/share.py b/openadapt/share.py
index 2eec9c72b..7255d4cbc 100644
--- a/openadapt/share.py
+++ b/openadapt/share.py
@@ -5,6 +5,7 @@
     python -m openadapt.share receive <wormhole_code>
 """
 
+from threading import Thread
 from zipfile import ZIP_DEFLATED, ZipFile
 import os
 import re
@@ -174,6 +175,37 @@ def receive_recording(wormhole_code: str) -> None:
             logger.info(f"deleted {zip_path=}")
 
 
+def upload_recording_to_s3(user_id: str, recording_id: int) -> None:
+    """Upload a recording to an S3 bucket.
+
+    Args:
+        user_id (str): The ID of the user who owns the recording.
+        recording_id (int): The ID of the recording to upload.
+    """
+
+    def _inner() -> None:
+        try:
+            # Export the recording to a zip file
+            zip_file_path = export_recording_to_folder(recording_id)
+
+            # Upload the zip file to the S3 bucket
+            utils.upload_file_to_s3(
+                zip_file_path,
+                {
+                    "user_id": user_id,
+                },
+            )
+
+            # Delete the zip file after uploading
+            if os.path.exists(zip_file_path):
+                os.remove(zip_file_path)
+                logger.info(f"deleted {zip_file_path=}")
+        except Exception as exc:
+            logger.exception(exc)
+
+    Thread(target=_inner).start()
+
+
 # Create a command-line interface using python-fire and utils.get_functions
 if __name__ == "__main__":
     fire.Fire(
diff --git a/openadapt/utils.py b/openadapt/utils.py
index 80c8f1b1d..a65cb28b3 100644
--- a/openadapt/utils.py
+++ b/openadapt/utils.py
@@ -20,6 +20,7 @@
 from loguru import logger
 from PIL import Image, ImageEnhance
 from posthog import Posthog
+import requests
 
 from openadapt.build_utils import is_running_from_executable, redirect_stdout_stderr
 
@@ -43,6 +44,7 @@
     PERFORMANCE_PLOTS_DIR_PATH,
     POSTHOG_HOST,
     POSTHOG_PUBLIC_KEY,
+    RECORDING_UPLOAD_URL,
     config,
 )
 from openadapt.custom_logger import filter_log_messages
@@ -952,5 +954,22 @@ def get_posthog_instance() -> DistinctIDPosthog:
     return posthog
 
 
+def upload_file_to_s3(file_path: str, body: dict) -> requests.Response:
+    """Upload a file to an S3 bucket.
+
+    Args:
+        file_path (str): The path to the file to upload.
+        body (dict): The body of the request.
+    """
+    filename = os.path.basename(file_path)
+    resp = requests.post(RECORDING_UPLOAD_URL, json=body)
+    upload_url = resp.json()["url"]
+
+    with open(file_path, "rb") as file:
+        files = {"file": (filename, file)}
+        resp = requests.put(upload_url, files=files)
+        return resp
+
+
 if __name__ == "__main__":
     fire.Fire(get_functions(__name__))
diff --git a/poetry.lock b/poetry.lock
index 2ea5d6836..bc2c37e68 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -218,6 +218,25 @@ doc = ["Sphinx (>=7)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphin
 test = ["anyio[trio]", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "uvloop (>=0.17)"]
 trio = ["trio (>=0.23)"]
 
+[[package]]
+name = "arrow"
+version = "1.3.0"
+description = "Better dates & times for Python"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "arrow-1.3.0-py3-none-any.whl", hash = "sha256:c728b120ebc00eb84e01882a6f5e7927a53960aa990ce7dd2b10f39005a67f80"},
+    {file = "arrow-1.3.0.tar.gz", hash = "sha256:d4540617648cb5f895730f1ad8c82a65f2dad0166f57b75f3ca54759c4d67a85"},
+]
+
+[package.dependencies]
+python-dateutil = ">=2.7.0"
+types-python-dateutil = ">=2.8.10"
+
+[package.extras]
+doc = ["doc8", "sphinx (>=7.0.0)", "sphinx-autobuild", "sphinx-autodoc-typehints", "sphinx_rtd_theme (>=1.3.0)"]
+test = ["dateparser (==1.*)", "pre-commit", "pytest", "pytest-cov", "pytest-mock", "pytz (==2021.1)", "simplejson (==3.*)"]
+
 [[package]]
 name = "ascii-magic"
 version = "2.3.0"
@@ -398,6 +417,84 @@ files = [
     {file = "av-11.0.0.tar.gz", hash = "sha256:48223f000a252070f8e700ff634bb7fb3aa1b7bc7e450373029fbdd6f369ac31"},
 ]
 
+[[package]]
+name = "aws-lambda-builders"
+version = "1.50.0"
+description = "Python library to compile, build & package AWS Lambda functions for several runtimes & frameworks."
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "aws_lambda_builders-1.50.0-py3-none-any.whl", hash = "sha256:40a613ecb19fbf0b64a47bae14bd252ea5da32ea71fde9808d596e2dbc011baf"},
+    {file = "aws_lambda_builders-1.50.0.tar.gz", hash = "sha256:ad95ed55359c399872f5825582896500dfc1c5564eccf2a6ab8d0e9f6c1ae385"},
+]
+
+[package.dependencies]
+setuptools = "*"
+wheel = "*"
+
+[package.extras]
+dev = ["black (==24.4.2)", "coverage (==7.5.1)", "flake8 (==3.8.4)", "parameterized (==0.9.0)", "pyelftools (>=0.31,<1.0)", "pytest (>=6.1.1)", "pytest-cov (==5.0.0)", "ruff (==0.4.3)"]
+
+[[package]]
+name = "aws-sam-cli"
+version = "1.119.0"
+description = "AWS SAM CLI is a CLI tool for local development and testing of Serverless applications"
+optional = false
+python-versions = "!=4.0,<=4.0,>=3.8"
+files = [
+    {file = "aws_sam_cli-1.119.0-py3-none-any.whl", hash = "sha256:ebcdc84d57c7388402036625b78e6287f06ccbf292c165607fcad3a94af09388"},
+    {file = "aws_sam_cli-1.119.0.tar.gz", hash = "sha256:fc1879f90cef5bc7264aac62fa5d85a0ce83b88bb9e24a4c4434542bc59e1d68"},
+]
+
+[package.dependencies]
+aws-lambda-builders = "1.50.0"
+aws-sam-translator = "1.89.0"
+boto3 = ">=1.29.2,<2"
+boto3-stubs = {version = "1.34.123", extras = ["apigateway", "cloudformation", "ecr", "iam", "kinesis", "lambda", "s3", "schemas", "secretsmanager", "signer", "sqs", "stepfunctions", "sts", "xray"]}
+cfn-lint = ">=0.87.7,<0.88.0"
+chevron = ">=0.12,<1.0"
+click = ">=8.1,<9.0"
+cookiecutter = ">=2.6.0,<2.7.0"
+dateparser = ">=1.2,<2.0"
+docker = ">=7.1.0,<7.2.0"
+Flask = "<3.1"
+jmespath = ">=1.0.1,<1.1.0"
+jsonschema = "<4.23"
+pyopenssl = ">=24.1.0,<24.2.0"
+PyYAML = ">=6.0.1,<7.0"
+regex = "!=2021.10.8"
+requests = ">=2.32.3,<2.33.0"
+rich = ">=13.7.1,<13.8.0"
+ruamel-yaml = ">=0.18.6,<0.19.0"
+tomlkit = "0.12.5"
+typing-extensions = ">=4.4.0,<5"
+tzlocal = "5.2"
+watchdog = "4.0.1"
+
+[package.extras]
+dev = ["black (==24.4.2)", "coverage (==7.5.3)", "filelock (==3.14.0)", "mypy (==1.10.0)", "parameterized (==0.9.0)", "psutil (==5.9.8)", "pytest (==8.2.1)", "pytest-cov (==5.0.0)", "pytest-forked (==1.6.0)", "pytest-json-report-wip (==1.5.1)", "pytest-metadata (==3.1.1)", "pytest-rerunfailures (==14.0)", "pytest-timeout (==2.3.1)", "pytest-xdist (==3.6.1)", "ruff (==0.4.8)", "types-PyYAML (==6.0.12.20240311)", "types-Pygments (==2.18.0.20240506)", "types-chevron (==0.14.2.20240310)", "types-colorama (==0.4.15.20240311)", "types-dateparser (==1.2.0.20240420)", "types-docutils (==0.21.0.20240423)", "types-jsonschema (==4.22.0.20240610)", "types-psutil (==5.9.5.20240516)", "types-pyOpenSSL (==24.1.0.20240425)", "types-pywin32 (==306.0.0.20240408)", "types-requests (==2.31.0.6)", "types-requests (==2.32.0.20240602)", "types-setuptools (==70.0.0.20240524)", "types-urllib3 (==1.26.25.14)"]
+pre-dev = ["ruff (==0.4.8)"]
+
+[[package]]
+name = "aws-sam-translator"
+version = "1.89.0"
+description = "AWS SAM Translator is a library that transform SAM templates into AWS CloudFormation templates"
+optional = false
+python-versions = "!=4.0,<=4.0,>=3.8"
+files = [
+    {file = "aws_sam_translator-1.89.0-py3-none-any.whl", hash = "sha256:843be1b5ca7634f700ad0c844a7e0dc42858f35da502e91691473eadd1731ded"},
+    {file = "aws_sam_translator-1.89.0.tar.gz", hash = "sha256:fff1005d0b1f3cb511d0ac7e85f54af06afc9d9e433df013a2338d7a0168d174"},
+]
+
+[package.dependencies]
+boto3 = ">=1.19.5,<2.dev0"
+jsonschema = ">=3.2,<5"
+pydantic = ">=1.8,<3"
+typing-extensions = ">=4.4"
+
+[package.extras]
+dev = ["black (==24.3.0)", "boto3 (>=1.23,<2)", "boto3-stubs[appconfig,serverlessrepo] (>=1.19.5,<2.dev0)", "coverage (>=5.3,<8)", "dateparser (>=1.1,<2.0)", "mypy (>=1.3.0,<1.4.0)", "parameterized (>=0.7,<1.0)", "pytest (>=6.2,<8)", "pytest-cov (>=2.10,<5)", "pytest-env (>=0.6,<1)", "pytest-rerunfailures (>=9.1,<12)", "pytest-xdist (>=2.5,<4)", "pyyaml (>=6.0,<7.0)", "requests (>=2.28,<3.0)", "ruamel.yaml (==0.17.21)", "ruff (>=0.1.0,<0.2.0)", "tenacity (>=8.0,<9.0)", "types-PyYAML (>=6.0,<7.0)", "types-jsonschema (>=3.2,<4.0)"]
+
 [[package]]
 name = "babel"
 version = "2.14.0"
@@ -434,6 +531,20 @@ files = [
     {file = "bidict-0.23.1.tar.gz", hash = "sha256:03069d763bc387bbd20e7d49914e75fc4132a41937fa3405417e1a5a2d006d71"},
 ]
 
+[[package]]
+name = "binaryornot"
+version = "0.4.4"
+description = "Ultra-lightweight pure Python package to check if a file is binary or text."
+optional = false
+python-versions = "*"
+files = [
+    {file = "binaryornot-0.4.4-py2.py3-none-any.whl", hash = "sha256:b8b71173c917bddcd2c16070412e369c3ed7f0528926f70cac18a6c97fd563e4"},
+    {file = "binaryornot-0.4.4.tar.gz", hash = "sha256:359501dfc9d40632edc9fac890e19542db1a287bbcfa58175b66658392018061"},
+]
+
+[package.dependencies]
+chardet = ">=3.0.2"
+
 [[package]]
 name = "black"
 version = "23.7.0"
@@ -479,6 +590,17 @@ d = ["aiohttp (>=3.7.4)"]
 jupyter = ["ipython (>=7.8.0)", "tokenize-rt (>=3.2.0)"]
 uvloop = ["uvloop (>=0.15.2)"]
 
+[[package]]
+name = "blinker"
+version = "1.8.2"
+description = "Fast, simple object-to-object and broadcast signaling"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "blinker-1.8.2-py3-none-any.whl", hash = "sha256:1779309f71bf239144b9399d06ae925637cf6634cf6bd131104184531bf67c01"},
+    {file = "blinker-1.8.2.tar.gz", hash = "sha256:8f77b09d3bf7c795e969e9486f39c2c5e9c39d4ee07424be2bc594ece9642d83"},
+]
+
 [[package]]
 name = "blis"
 version = "0.7.11"
@@ -564,6 +686,425 @@ s3transfer = ">=0.10.0,<0.11.0"
 [package.extras]
 crt = ["botocore[crt] (>=1.21.0,<2.0a0)"]
 
+[[package]]
+name = "boto3-stubs"
+version = "1.34.123"
+description = "Type annotations for boto3 1.34.123 generated with mypy-boto3-builder 7.24.0"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "boto3_stubs-1.34.123-py3-none-any.whl", hash = "sha256:dd7106a254a2e0cfb0c4f83a6bf3b8a63aa7817667517af5de55bc4c05ed19be"},
+    {file = "boto3_stubs-1.34.123.tar.gz", hash = "sha256:2fdbbce40108c2d838e3e8efaf6f839c23d897167e8d6168daf3655d41aa66af"},
+]
+
+[package.dependencies]
+botocore-stubs = "*"
+mypy-boto3-apigateway = {version = ">=1.34.0,<1.35.0", optional = true, markers = "extra == \"apigateway\""}
+mypy-boto3-cloudformation = {version = ">=1.34.0,<1.35.0", optional = true, markers = "extra == \"cloudformation\""}
+mypy-boto3-ecr = {version = ">=1.34.0,<1.35.0", optional = true, markers = "extra == \"ecr\""}
+mypy-boto3-iam = {version = ">=1.34.0,<1.35.0", optional = true, markers = "extra == \"iam\""}
+mypy-boto3-kinesis = {version = ">=1.34.0,<1.35.0", optional = true, markers = "extra == \"kinesis\""}
+mypy-boto3-lambda = {version = ">=1.34.0,<1.35.0", optional = true, markers = "extra == \"lambda\""}
+mypy-boto3-s3 = {version = ">=1.34.0,<1.35.0", optional = true, markers = "extra == \"s3\""}
+mypy-boto3-schemas = {version = ">=1.34.0,<1.35.0", optional = true, markers = "extra == \"schemas\""}
+mypy-boto3-secretsmanager = {version = ">=1.34.0,<1.35.0", optional = true, markers = "extra == \"secretsmanager\""}
+mypy-boto3-signer = {version = ">=1.34.0,<1.35.0", optional = true, markers = "extra == \"signer\""}
+mypy-boto3-sqs = {version = ">=1.34.0,<1.35.0", optional = true, markers = "extra == \"sqs\""}
+mypy-boto3-stepfunctions = {version = ">=1.34.0,<1.35.0", optional = true, markers = "extra == \"stepfunctions\""}
+mypy-boto3-sts = {version = ">=1.34.0,<1.35.0", optional = true, markers = "extra == \"sts\""}
+mypy-boto3-xray = {version = ">=1.34.0,<1.35.0", optional = true, markers = "extra == \"xray\""}
+types-s3transfer = "*"
+typing-extensions = {version = ">=4.1.0", markers = "python_version < \"3.12\""}
+
+[package.extras]
+accessanalyzer = ["mypy-boto3-accessanalyzer (>=1.34.0,<1.35.0)"]
+account = ["mypy-boto3-account (>=1.34.0,<1.35.0)"]
+acm = ["mypy-boto3-acm (>=1.34.0,<1.35.0)"]
+acm-pca = ["mypy-boto3-acm-pca (>=1.34.0,<1.35.0)"]
+all = ["mypy-boto3-accessanalyzer (>=1.34.0,<1.35.0)", "mypy-boto3-account (>=1.34.0,<1.35.0)", "mypy-boto3-acm (>=1.34.0,<1.35.0)", "mypy-boto3-acm-pca (>=1.34.0,<1.35.0)", "mypy-boto3-amp (>=1.34.0,<1.35.0)", "mypy-boto3-amplify (>=1.34.0,<1.35.0)", "mypy-boto3-amplifybackend (>=1.34.0,<1.35.0)", "mypy-boto3-amplifyuibuilder (>=1.34.0,<1.35.0)", "mypy-boto3-apigateway (>=1.34.0,<1.35.0)", "mypy-boto3-apigatewaymanagementapi (>=1.34.0,<1.35.0)", "mypy-boto3-apigatewayv2 (>=1.34.0,<1.35.0)", "mypy-boto3-appconfig (>=1.34.0,<1.35.0)", "mypy-boto3-appconfigdata (>=1.34.0,<1.35.0)", "mypy-boto3-appfabric (>=1.34.0,<1.35.0)", "mypy-boto3-appflow (>=1.34.0,<1.35.0)", "mypy-boto3-appintegrations (>=1.34.0,<1.35.0)", "mypy-boto3-application-autoscaling (>=1.34.0,<1.35.0)", "mypy-boto3-application-insights (>=1.34.0,<1.35.0)", "mypy-boto3-application-signals (>=1.34.0,<1.35.0)", "mypy-boto3-applicationcostprofiler (>=1.34.0,<1.35.0)", "mypy-boto3-appmesh (>=1.34.0,<1.35.0)", "mypy-boto3-apprunner (>=1.34.0,<1.35.0)", "mypy-boto3-appstream (>=1.34.0,<1.35.0)", "mypy-boto3-appsync (>=1.34.0,<1.35.0)", "mypy-boto3-arc-zonal-shift (>=1.34.0,<1.35.0)", "mypy-boto3-artifact (>=1.34.0,<1.35.0)", "mypy-boto3-athena (>=1.34.0,<1.35.0)", "mypy-boto3-auditmanager (>=1.34.0,<1.35.0)", "mypy-boto3-autoscaling (>=1.34.0,<1.35.0)", "mypy-boto3-autoscaling-plans (>=1.34.0,<1.35.0)", "mypy-boto3-b2bi (>=1.34.0,<1.35.0)", "mypy-boto3-backup (>=1.34.0,<1.35.0)", "mypy-boto3-backup-gateway (>=1.34.0,<1.35.0)", "mypy-boto3-backupstorage (>=1.34.0,<1.35.0)", "mypy-boto3-batch (>=1.34.0,<1.35.0)", "mypy-boto3-bcm-data-exports (>=1.34.0,<1.35.0)", "mypy-boto3-bedrock (>=1.34.0,<1.35.0)", "mypy-boto3-bedrock-agent (>=1.34.0,<1.35.0)", "mypy-boto3-bedrock-agent-runtime (>=1.34.0,<1.35.0)", "mypy-boto3-bedrock-runtime (>=1.34.0,<1.35.0)", "mypy-boto3-billingconductor (>=1.34.0,<1.35.0)", "mypy-boto3-braket (>=1.34.0,<1.35.0)", "mypy-boto3-budgets (>=1.34.0,<1.35.0)", "mypy-boto3-ce 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+
 [[package]]
 name = "botocore"
 version = "1.34.84"
@@ -583,6 +1124,23 @@ urllib3 = {version = ">=1.25.4,<2.2.0 || >2.2.0,<3", markers = "python_version >
 [package.extras]
 crt = ["awscrt (==0.19.19)"]
 
+[[package]]
+name = "botocore-stubs"
+version = "1.34.129"
+description = "Type annotations and code completion for botocore"
+optional = false
+python-versions = "<4.0,>=3.8"
+files = [
+    {file = "botocore_stubs-1.34.129-py3-none-any.whl", hash = "sha256:abb72262ff8ecb6a39215a51df81c885d2558211138f7fc7ab3e00f56e596367"},
+    {file = "botocore_stubs-1.34.129.tar.gz", hash = "sha256:51bfcd000d9b69f164b9c64c6215189afc7a8609bc263f939abd10704cda87a4"},
+]
+
+[package.dependencies]
+types-awscrt = "*"
+
+[package.extras]
+botocore = ["botocore"]
+
 [[package]]
 name = "bottle"
 version = "0.12.25"
@@ -717,6 +1275,29 @@ files = [
     {file = "cfgv-3.4.0.tar.gz", hash = "sha256:e52591d4c5f5dead8e0f673fb16db7949d2cfb3f7da4582893288f0ded8fe560"},
 ]
 
+[[package]]
+name = "cfn-lint"
+version = "0.87.7"
+description = "Checks CloudFormation templates for practices and behaviour that could potentially be improved"
+optional = false
+python-versions = "!=4.0,<=4.0,>=3.8"
+files = [
+    {file = "cfn_lint-0.87.7-py3-none-any.whl", hash = "sha256:ac6ac86dde1ba3d0fb0e217a4d329239a98f00af7862e4fa5ace6c416c4e056c"},
+    {file = "cfn_lint-0.87.7.tar.gz", hash = "sha256:85f6b7f32cf155a74d670d53f86b39f99cfc282b02158d98fdab9fc1dba0809e"},
+]
+
+[package.dependencies]
+aws-sam-translator = ">=1.89.0"
+jschema-to-python = ">=1.2.3,<1.3.0"
+jsonpatch = "*"
+jsonschema = ">=3.0,<5"
+junit-xml = ">=1.9,<2.0"
+networkx = ">=2.4,<4"
+pyyaml = ">5.4"
+regex = ">=2021.7.1"
+sarif-om = ">=1.0.4,<1.1.0"
+sympy = ">=1.0.0"
+
 [[package]]
 name = "chardet"
 version = "5.2.0"
@@ -827,6 +1408,17 @@ files = [
     {file = "charset_normalizer-3.3.2-py3-none-any.whl", hash = "sha256:3e4d1f6587322d2788836a99c69062fbb091331ec940e02d12d179c1d53e25fc"},
 ]
 
+[[package]]
+name = "chevron"
+version = "0.14.0"
+description = "Mustache templating language renderer"
+optional = false
+python-versions = "*"
+files = [
+    {file = "chevron-0.14.0-py3-none-any.whl", hash = "sha256:fbf996a709f8da2e745ef763f482ce2d311aa817d287593a5b990d6d6e4f0443"},
+    {file = "chevron-0.14.0.tar.gz", hash = "sha256:87613aafdf6d77b6a90ff073165a61ae5086e21ad49057aa0e53681601800ebf"},
+]
+
 [[package]]
 name = "click"
 version = "8.1.7"
@@ -1016,6 +1608,27 @@ mypy = ["contourpy[bokeh,docs]", "docutils-stubs", "mypy (==1.8.0)", "types-Pill
 test = ["Pillow", "contourpy[test-no-images]", "matplotlib"]
 test-no-images = ["pytest", "pytest-cov", "pytest-xdist", "wurlitzer"]
 
+[[package]]
+name = "cookiecutter"
+version = "2.6.0"
+description = "A command-line utility that creates projects from project templates, e.g. creating a Python package project from a Python package project template."
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "cookiecutter-2.6.0-py3-none-any.whl", hash = "sha256:a54a8e37995e4ed963b3e82831072d1ad4b005af736bb17b99c2cbd9d41b6e2d"},
+    {file = "cookiecutter-2.6.0.tar.gz", hash = "sha256:db21f8169ea4f4fdc2408d48ca44859349de2647fbe494a9d6c3edfc0542c21c"},
+]
+
+[package.dependencies]
+arrow = "*"
+binaryornot = ">=0.4.4"
+click = ">=7.0,<9.0.0"
+Jinja2 = ">=2.7,<4.0.0"
+python-slugify = ">=4.0.0"
+pyyaml = ">=5.3.1"
+requests = ">=2.23.0"
+rich = "*"
+
 [[package]]
 name = "cryptography"
 version = "42.0.5"
@@ -1254,6 +1867,28 @@ files = [
     {file = "Cython-3.0.10.tar.gz", hash = "sha256:dcc96739331fb854dcf503f94607576cfe8488066c61ca50dfd55836f132de99"},
 ]
 
+[[package]]
+name = "dateparser"
+version = "1.2.0"
+description = "Date parsing library designed to parse dates from HTML pages"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "dateparser-1.2.0-py2.py3-none-any.whl", hash = "sha256:0b21ad96534e562920a0083e97fd45fa959882d4162acc358705144520a35830"},
+    {file = "dateparser-1.2.0.tar.gz", hash = "sha256:7975b43a4222283e0ae15be7b4999d08c9a70e2d378ac87385b1ccf2cffbbb30"},
+]
+
+[package.dependencies]
+python-dateutil = "*"
+pytz = "*"
+regex = "<2019.02.19 || >2019.02.19,<2021.8.27 || >2021.8.27"
+tzlocal = "*"
+
+[package.extras]
+calendars = ["convertdate", "hijri-converter"]
+fasttext = ["fasttext"]
+langdetect = ["langdetect"]
+
 [[package]]
 name = "decorator"
 version = "4.4.2"
@@ -1334,6 +1969,28 @@ files = [
     {file = "distro-1.9.0.tar.gz", hash = "sha256:2fa77c6fd8940f116ee1d6b94a2f90b13b5ea8d019b98bc8bafdcabcdd9bdbed"},
 ]
 
+[[package]]
+name = "docker"
+version = "7.1.0"
+description = "A Python library for the Docker Engine API."
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "docker-7.1.0-py3-none-any.whl", hash = "sha256:c96b93b7f0a746f9e77d325bcfb87422a3d8bd4f03136ae8a85b37f1898d5fc0"},
+    {file = "docker-7.1.0.tar.gz", hash = "sha256:ad8c70e6e3f8926cb8a92619b832b4ea5299e2831c14284663184e200546fa6c"},
+]
+
+[package.dependencies]
+pywin32 = {version = ">=304", markers = "sys_platform == \"win32\""}
+requests = ">=2.26.0"
+urllib3 = ">=1.26.0"
+
+[package.extras]
+dev = ["coverage (==7.2.7)", "pytest (==7.4.2)", "pytest-cov (==4.1.0)", "pytest-timeout (==2.1.0)", "ruff (==0.1.8)"]
+docs = ["myst-parser (==0.18.0)", "sphinx (==5.1.1)"]
+ssh = ["paramiko (>=2.4.3)"]
+websockets = ["websocket-client (>=1.3.0)"]
+
 [[package]]
 name = "docopt"
 version = "0.6.2"
@@ -1530,6 +2187,28 @@ files = [
 flake8 = ">=3"
 pydocstyle = ">=2.1"
 
+[[package]]
+name = "flask"
+version = "3.0.3"
+description = "A simple framework for building complex web applications."
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "flask-3.0.3-py3-none-any.whl", hash = "sha256:34e815dfaa43340d1d15a5c3a02b8476004037eb4840b34910c6e21679d288f3"},
+    {file = "flask-3.0.3.tar.gz", hash = "sha256:ceb27b0af3823ea2737928a4d99d125a06175b8512c445cbd9a9ce200ef76842"},
+]
+
+[package.dependencies]
+blinker = ">=1.6.2"
+click = ">=8.1.3"
+itsdangerous = ">=2.1.2"
+Jinja2 = ">=3.1.2"
+Werkzeug = ">=3.0.0"
+
+[package.extras]
+async = ["asgiref (>=3.2)"]
+dotenv = ["python-dotenv"]
+
 [[package]]
 name = "flatbuffers"
 version = "24.3.25"
@@ -2575,6 +3254,112 @@ files = [
     {file = "joblib-1.4.0.tar.gz", hash = "sha256:1eb0dc091919cd384490de890cb5dfd538410a6d4b3b54eef09fb8c50b409b1c"},
 ]
 
+[[package]]
+name = "jschema-to-python"
+version = "1.2.3"
+description = "Generate source code for Python classes from a JSON schema."
+optional = false
+python-versions = ">= 2.7"
+files = [
+    {file = "jschema_to_python-1.2.3-py3-none-any.whl", hash = "sha256:8a703ca7604d42d74b2815eecf99a33359a8dccbb80806cce386d5e2dd992b05"},
+    {file = "jschema_to_python-1.2.3.tar.gz", hash = "sha256:76ff14fe5d304708ccad1284e4b11f96a658949a31ee7faed9e0995279549b91"},
+]
+
+[package.dependencies]
+attrs = "*"
+jsonpickle = "*"
+pbr = "*"
+
+[[package]]
+name = "jsonpatch"
+version = "1.33"
+description = "Apply JSON-Patches (RFC 6902)"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*, !=3.6.*"
+files = [
+    {file = "jsonpatch-1.33-py2.py3-none-any.whl", hash = "sha256:0ae28c0cd062bbd8b8ecc26d7d164fbbea9652a1a3693f3b956c1eae5145dade"},
+    {file = "jsonpatch-1.33.tar.gz", hash = "sha256:9fcd4009c41e6d12348b4a0ff2563ba56a2923a7dfee731d004e212e1ee5030c"},
+]
+
+[package.dependencies]
+jsonpointer = ">=1.9"
+
+[[package]]
+name = "jsonpickle"
+version = "3.2.1"
+description = "Python library for serializing arbitrary object graphs into JSON"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "jsonpickle-3.2.1-py3-none-any.whl", hash = "sha256:ec291e4719674dd35d390fbdb521ac6517fbe9f541d361c8bffc8131133b1661"},
+    {file = "jsonpickle-3.2.1.tar.gz", hash = "sha256:4b6d7640974199f7acf9035295365b5a1a71a91109effa15ba170fbb48cf871c"},
+]
+
+[package.extras]
+docs = ["furo", "rst.linker (>=1.9)", "sphinx"]
+packaging = ["build", "twine"]
+testing = ["bson", "ecdsa", "feedparser", "gmpy2", "numpy", "pandas", "pymongo", "pytest (>=3.5,!=3.7.3)", "pytest-benchmark", "pytest-benchmark[histogram]", "pytest-checkdocs (>=1.2.3)", "pytest-cov", "pytest-enabler (>=1.0.1)", "pytest-ruff (>=0.2.1)", "scikit-learn", "scipy", "scipy (>=1.9.3)", "simplejson", "sqlalchemy", "ujson"]
+
+[[package]]
+name = "jsonpointer"
+version = "3.0.0"
+description = "Identify specific nodes in a JSON document (RFC 6901)"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "jsonpointer-3.0.0-py2.py3-none-any.whl", hash = "sha256:13e088adc14fca8b6aa8177c044e12701e6ad4b28ff10e65f2267a90109c9942"},
+    {file = "jsonpointer-3.0.0.tar.gz", hash = "sha256:2b2d729f2091522d61c3b31f82e11870f60b68f43fbc705cb76bf4b832af59ef"},
+]
+
+[[package]]
+name = "jsonschema"
+version = "4.22.0"
+description = "An implementation of JSON Schema validation for Python"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "jsonschema-4.22.0-py3-none-any.whl", hash = "sha256:ff4cfd6b1367a40e7bc6411caec72effadd3db0bbe5017de188f2d6108335802"},
+    {file = "jsonschema-4.22.0.tar.gz", hash = "sha256:5b22d434a45935119af990552c862e5d6d564e8f6601206b305a61fdf661a2b7"},
+]
+
+[package.dependencies]
+attrs = ">=22.2.0"
+jsonschema-specifications = ">=2023.03.6"
+referencing = ">=0.28.4"
+rpds-py = ">=0.7.1"
+
+[package.extras]
+format = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3987", "uri-template", "webcolors (>=1.11)"]
+format-nongpl = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3986-validator (>0.1.0)", "uri-template", "webcolors (>=1.11)"]
+
+[[package]]
+name = "jsonschema-specifications"
+version = "2023.12.1"
+description = "The JSON Schema meta-schemas and vocabularies, exposed as a Registry"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "jsonschema_specifications-2023.12.1-py3-none-any.whl", hash = "sha256:87e4fdf3a94858b8a2ba2778d9ba57d8a9cafca7c7489c46ba0d30a8bc6a9c3c"},
+    {file = "jsonschema_specifications-2023.12.1.tar.gz", hash = "sha256:48a76787b3e70f5ed53f1160d2b81f586e4ca6d1548c5de7085d1682674764cc"},
+]
+
+[package.dependencies]
+referencing = ">=0.31.0"
+
+[[package]]
+name = "junit-xml"
+version = "1.9"
+description = "Creates JUnit XML test result documents that can be read by tools such as Jenkins"
+optional = false
+python-versions = "*"
+files = [
+    {file = "junit-xml-1.9.tar.gz", hash = "sha256:de16a051990d4e25a3982b2dd9e89d671067548718866416faec14d9de56db9f"},
+    {file = "junit_xml-1.9-py2.py3-none-any.whl", hash = "sha256:ec5ca1a55aefdd76d28fcc0b135251d156c7106fa979686a4b48d62b761b4732"},
+]
+
+[package.dependencies]
+six = "*"
+
 [[package]]
 name = "kiwisolver"
 version = "1.4.5"
@@ -3120,6 +3905,30 @@ babel = ["Babel"]
 lingua = ["lingua"]
 testing = ["pytest"]
 
+[[package]]
+name = "markdown-it-py"
+version = "3.0.0"
+description = "Python port of markdown-it. Markdown parsing, done right!"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "markdown-it-py-3.0.0.tar.gz", hash = "sha256:e3f60a94fa066dc52ec76661e37c851cb232d92f9886b15cb560aaada2df8feb"},
+    {file = "markdown_it_py-3.0.0-py3-none-any.whl", hash = "sha256:355216845c60bd96232cd8d8c40e8f9765cc86f46880e43a8fd22dc1a1a8cab1"},
+]
+
+[package.dependencies]
+mdurl = ">=0.1,<1.0"
+
+[package.extras]
+benchmarking = ["psutil", "pytest", "pytest-benchmark"]
+code-style = ["pre-commit (>=3.0,<4.0)"]
+compare = ["commonmark (>=0.9,<1.0)", "markdown (>=3.4,<4.0)", "mistletoe (>=1.0,<2.0)", "mistune (>=2.0,<3.0)", "panflute (>=2.3,<3.0)"]
+linkify = ["linkify-it-py (>=1,<3)"]
+plugins = ["mdit-py-plugins"]
+profiling = ["gprof2dot"]
+rtd = ["jupyter_sphinx", "mdit-py-plugins", "myst-parser", "pyyaml", "sphinx", "sphinx-copybutton", "sphinx-design", "sphinx_book_theme"]
+testing = ["coverage", "pytest", "pytest-cov", "pytest-regressions"]
+
 [[package]]
 name = "markdown2"
 version = "2.4.10"
@@ -3291,6 +4100,17 @@ files = [
     {file = "mccabe-0.7.0.tar.gz", hash = "sha256:348e0240c33b60bbdf4e523192ef919f28cb2c3d7d5c7794f74009290f236325"},
 ]
 
+[[package]]
+name = "mdurl"
+version = "0.1.2"
+description = "Markdown URL utilities"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "mdurl-0.1.2-py3-none-any.whl", hash = "sha256:84008a41e51615a49fc9966191ff91509e3c40b939176e643fd50a5c2196b8f8"},
+    {file = "mdurl-0.1.2.tar.gz", hash = "sha256:bb413d29f5eea38f31dd4754dd7377d4465116fb207585f97bf925588687c1ba"},
+]
+
 [[package]]
 name = "monotonic"
 version = "1.6"
@@ -3506,6 +4326,202 @@ files = [
     {file = "murmurhash-1.0.10.tar.gz", hash = "sha256:5282aab1317804c6ebd6dd7f69f15ba9075aee671c44a34be2bde0f1b11ef88a"},
 ]
 
+[[package]]
+name = "mypy-boto3-apigateway"
+version = "1.34.56"
+description = "Type annotations for boto3.APIGateway 1.34.56 service generated with mypy-boto3-builder 7.23.2"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "mypy-boto3-apigateway-1.34.56.tar.gz", hash = "sha256:5ab15db30d730198384d6445d50cc1fec98361b85366dd092b10e9b9f4a1a2cb"},
+    {file = "mypy_boto3_apigateway-1.34.56-py3-none-any.whl", hash = "sha256:3695503bd9388b3067c1dc1dc4ec1486dcec450dbf1e9889f451120e333b92da"},
+]
+
+[package.dependencies]
+typing-extensions = {version = ">=4.1.0", markers = "python_version < \"3.12\""}
+
+[[package]]
+name = "mypy-boto3-cloudformation"
+version = "1.34.111"
+description = "Type annotations for boto3.CloudFormation 1.34.111 service generated with mypy-boto3-builder 7.24.0"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "mypy_boto3_cloudformation-1.34.111-py3-none-any.whl", hash = "sha256:526e928c504fa2880b1774aa10629a04fe0ec70ed2864ab3d3f7772386a1a925"},
+    {file = "mypy_boto3_cloudformation-1.34.111.tar.gz", hash = "sha256:a02e201d1a9d9a8fb4db5b942d5c537a4e8861c611f0d986126674ac557cb9e8"},
+]
+
+[package.dependencies]
+typing-extensions = {version = ">=4.1.0", markers = "python_version < \"3.12\""}
+
+[[package]]
+name = "mypy-boto3-ecr"
+version = "1.34.101"
+description = "Type annotations for boto3.ECR 1.34.101 service generated with mypy-boto3-builder 7.24.0"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "mypy_boto3_ecr-1.34.101-py3-none-any.whl", hash = "sha256:723a3e6b65ec7451cc7c40232eb94e500fa51a77e360a52e028388e2b9afd161"},
+    {file = "mypy_boto3_ecr-1.34.101.tar.gz", hash = "sha256:e9acb57088daa41b3fb378f8bb966ca4a4f1b62edb9a2483de582bcf9486a4fc"},
+]
+
+[package.dependencies]
+typing-extensions = {version = ">=4.1.0", markers = "python_version < \"3.12\""}
+
+[[package]]
+name = "mypy-boto3-iam"
+version = "1.34.83"
+description = "Type annotations for boto3.IAM 1.34.83 service generated with mypy-boto3-builder 7.23.2"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "mypy-boto3-iam-1.34.83.tar.gz", hash = "sha256:7261315616757ebf7509df0e9b091d5942e470eb51c4b23c662a06873a9a8eca"},
+    {file = "mypy_boto3_iam-1.34.83-py3-none-any.whl", hash = "sha256:dec66a98e29ec1e36178c24b8ff57aab6b91230df97557363bbd90ec06874768"},
+]
+
+[package.dependencies]
+typing-extensions = {version = ">=4.1.0", markers = "python_version < \"3.12\""}
+
+[[package]]
+name = "mypy-boto3-kinesis"
+version = "1.34.0"
+description = "Type annotations for boto3.Kinesis 1.34.0 service generated with mypy-boto3-builder 7.21.0"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "mypy-boto3-kinesis-1.34.0.tar.gz", hash = "sha256:f404e75badd5977e9f09741b769b8888854bdd411c631344686ab889efe98741"},
+    {file = "mypy_boto3_kinesis-1.34.0-py3-none-any.whl", hash = "sha256:1add81c53f6e36599e0c22e142024867759aaf2f4954bcb2baa21c284c852377"},
+]
+
+[package.dependencies]
+typing-extensions = {version = ">=4.1.0", markers = "python_version < \"3.12\""}
+
+[[package]]
+name = "mypy-boto3-lambda"
+version = "1.34.77"
+description = "Type annotations for boto3.Lambda 1.34.77 service generated with mypy-boto3-builder 7.23.2"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "mypy-boto3-lambda-1.34.77.tar.gz", hash = "sha256:7b81d2a5604fb592e92fe0b284ecd259de071703360a33b71c9b54df46d81c9c"},
+    {file = "mypy_boto3_lambda-1.34.77-py3-none-any.whl", hash = "sha256:e21022d2eef12aa731af80790410afdba9412b056339823252813bae2adbf553"},
+]
+
+[package.dependencies]
+typing-extensions = {version = ">=4.1.0", markers = "python_version < \"3.12\""}
+
+[[package]]
+name = "mypy-boto3-s3"
+version = "1.34.120"
+description = "Type annotations for boto3.S3 1.34.120 service generated with mypy-boto3-builder 7.24.0"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "mypy_boto3_s3-1.34.120-py3-none-any.whl", hash = "sha256:b123335d41882c5c955d24a09ff452ee836f24fb6dbc2f32654478580990aca1"},
+    {file = "mypy_boto3_s3-1.34.120.tar.gz", hash = "sha256:d508a7bca6cc1100b2d4c8fc7dc9a0a71f3b2a275338191a0eac161c904ca7bc"},
+]
+
+[package.dependencies]
+typing-extensions = {version = ">=4.1.0", markers = "python_version < \"3.12\""}
+
+[[package]]
+name = "mypy-boto3-schemas"
+version = "1.34.0"
+description = "Type annotations for boto3.Schemas 1.34.0 service generated with mypy-boto3-builder 7.21.0"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "mypy-boto3-schemas-1.34.0.tar.gz", hash = "sha256:3b25a71944192b0980c3bb5132deb7c06ee9b88580ed63f257fad97cf3bf2927"},
+    {file = "mypy_boto3_schemas-1.34.0-py3-none-any.whl", hash = "sha256:28c016609dcffc606bd8425ee92894c46e943ab77033e1ae46481f00c39b7f75"},
+]
+
+[package.dependencies]
+typing-extensions = {version = ">=4.1.0", markers = "python_version < \"3.12\""}
+
+[[package]]
+name = "mypy-boto3-secretsmanager"
+version = "1.34.128"
+description = "Type annotations for boto3.SecretsManager 1.34.128 service generated with mypy-boto3-builder 7.24.0"
+optional = false
+python-versions = ">=3.8"
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+    {file = "ruamel.yaml.clib-0.2.8-cp38-cp38-win32.whl", hash = "sha256:955eae71ac26c1ab35924203fda6220f84dce57d6d7884f189743e2abe3a9fbe"},
+    {file = "ruamel.yaml.clib-0.2.8-cp38-cp38-win_amd64.whl", hash = "sha256:56f4252222c067b4ce51ae12cbac231bce32aee1d33fbfc9d17e5b8d6966c312"},
+    {file = "ruamel.yaml.clib-0.2.8-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:03d1162b6d1df1caa3a4bd27aa51ce17c9afc2046c31b0ad60a0a96ec22f8001"},
+    {file = "ruamel.yaml.clib-0.2.8-cp39-cp39-macosx_12_0_arm64.whl", hash = "sha256:bba64af9fa9cebe325a62fa398760f5c7206b215201b0ec825005f1b18b9bccf"},
+    {file = "ruamel.yaml.clib-0.2.8-cp39-cp39-manylinux_2_24_aarch64.whl", hash = "sha256:a1a45e0bb052edf6a1d3a93baef85319733a888363938e1fc9924cb00c8df24c"},
+    {file = "ruamel.yaml.clib-0.2.8-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.whl", hash = "sha256:da09ad1c359a728e112d60116f626cc9f29730ff3e0e7db72b9a2dbc2e4beed5"},
+    {file = "ruamel.yaml.clib-0.2.8-cp39-cp39-musllinux_1_1_i686.whl", hash = "sha256:184565012b60405d93838167f425713180b949e9d8dd0bbc7b49f074407c5a8b"},
+    {file = "ruamel.yaml.clib-0.2.8-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:a75879bacf2c987c003368cf14bed0ffe99e8e85acfa6c0bfffc21a090f16880"},
+    {file = "ruamel.yaml.clib-0.2.8-cp39-cp39-win32.whl", hash = "sha256:84b554931e932c46f94ab306913ad7e11bba988104c5cff26d90d03f68258cd5"},
+    {file = "ruamel.yaml.clib-0.2.8-cp39-cp39-win_amd64.whl", hash = "sha256:25ac8c08322002b06fa1d49d1646181f0b2c72f5cbc15a85e80b4c30a544bb15"},
+    {file = "ruamel.yaml.clib-0.2.8.tar.gz", hash = "sha256:beb2e0404003de9a4cab9753a8805a8fe9320ee6673136ed7f04255fe60bb512"},
+]
+
 [[package]]
 name = "s3transfer"
 version = "0.10.1"
@@ -6091,6 +7353,21 @@ botocore = ">=1.33.2,<2.0a.0"
 [package.extras]
 crt = ["botocore[crt] (>=1.33.2,<2.0a.0)"]
 
+[[package]]
+name = "sarif-om"
+version = "1.0.4"
+description = "Classes implementing the SARIF 2.1.0 object model."
+optional = false
+python-versions = ">= 2.7"
+files = [
+    {file = "sarif_om-1.0.4-py3-none-any.whl", hash = "sha256:539ef47a662329b1c8502388ad92457425e95dc0aaaf995fe46f4984c4771911"},
+    {file = "sarif_om-1.0.4.tar.gz", hash = "sha256:cd5f416b3083e00d402a92e449a7ff67af46f11241073eea0461802a3b5aef98"},
+]
+
+[package.dependencies]
+attrs = "*"
+pbr = "*"
+
 [[package]]
 name = "scikit-image"
 version = "0.22.0"
@@ -7140,6 +8417,17 @@ files = [
 [package.extras]
 tests = ["pytest", "pytest-cov"]
 
+[[package]]
+name = "text-unidecode"
+version = "1.3"
+description = "The most basic Text::Unidecode port"
+optional = false
+python-versions = "*"
+files = [
+    {file = "text-unidecode-1.3.tar.gz", hash = "sha256:bad6603bb14d279193107714b288be206cac565dfa49aa5b105294dd5c4aab93"},
+    {file = "text_unidecode-1.3-py2.py3-none-any.whl", hash = "sha256:1311f10e8b895935241623731c2ba64f4c455287888b18189350b67134a822e8"},
+]
+
 [[package]]
 name = "thinc"
 version = "8.2.3"
@@ -7396,13 +8684,13 @@ files = [
 
 [[package]]
 name = "tomlkit"
-version = "0.12.4"
+version = "0.12.5"
 description = "Style preserving TOML library"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "tomlkit-0.12.4-py3-none-any.whl", hash = "sha256:5cd82d48a3dd89dee1f9d64420aa20ae65cfbd00668d6f094d7578a78efbb77b"},
-    {file = "tomlkit-0.12.4.tar.gz", hash = "sha256:7ca1cfc12232806517a8515047ba66a19369e71edf2439d0f5824f91032b6cc3"},
+    {file = "tomlkit-0.12.5-py3-none-any.whl", hash = "sha256:af914f5a9c59ed9d0762c7b64d3b5d5df007448eb9cd2edc8a46b1eafead172f"},
+    {file = "tomlkit-0.12.5.tar.gz", hash = "sha256:eef34fba39834d4d6b73c9ba7f3e4d1c417a4e56f89a7e96e090dd0d24b8fb3c"},
 ]
 
 [[package]]
@@ -7729,6 +9017,39 @@ dev = ["autoflake (>=1.3.1,<2.0.0)", "flake8 (>=3.8.3,<4.0.0)", "pre-commit (>=2
 doc = ["cairosvg (>=2.5.2,<3.0.0)", "mdx-include (>=1.4.1,<2.0.0)", "mkdocs (>=1.1.2,<2.0.0)", "mkdocs-material (>=8.1.4,<9.0.0)", "pillow (>=9.3.0,<10.0.0)"]
 test = ["black (>=22.3.0,<23.0.0)", "coverage (>=6.2,<7.0)", "isort (>=5.0.6,<6.0.0)", "mypy (==0.971)", "pytest (>=4.4.0,<8.0.0)", "pytest-cov (>=2.10.0,<5.0.0)", "pytest-sugar (>=0.9.4,<0.10.0)", "pytest-xdist (>=1.32.0,<4.0.0)", "rich (>=10.11.0,<14.0.0)", "shellingham (>=1.3.0,<2.0.0)"]
 
+[[package]]
+name = "types-awscrt"
+version = "0.20.12"
+description = "Type annotations and code completion for awscrt"
+optional = false
+python-versions = "<4.0,>=3.7"
+files = [
+    {file = "types_awscrt-0.20.12-py3-none-any.whl", hash = "sha256:521ce54cc4dad9fe6480556bb0f8315a508106938ba1f2a0baccfcea7d4a4dee"},
+    {file = "types_awscrt-0.20.12.tar.gz", hash = "sha256:0beabdde0205dc1da679ea464fd3f98b570ef4f0fc825b155a974fb51b21e8d9"},
+]
+
+[[package]]
+name = "types-python-dateutil"
+version = "2.9.0.20240316"
+description = "Typing stubs for python-dateutil"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "types-python-dateutil-2.9.0.20240316.tar.gz", hash = "sha256:5d2f2e240b86905e40944dd787db6da9263f0deabef1076ddaed797351ec0202"},
+    {file = "types_python_dateutil-2.9.0.20240316-py3-none-any.whl", hash = "sha256:6b8cb66d960771ce5ff974e9dd45e38facb81718cc1e208b10b1baccbfdbee3b"},
+]
+
+[[package]]
+name = "types-s3transfer"
+version = "0.10.1"
+description = "Type annotations and code completion for s3transfer"
+optional = false
+python-versions = "<4.0,>=3.8"
+files = [
+    {file = "types_s3transfer-0.10.1-py3-none-any.whl", hash = "sha256:49a7c81fa609ac1532f8de3756e64b58afcecad8767933310228002ec7adff74"},
+    {file = "types_s3transfer-0.10.1.tar.gz", hash = "sha256:02154cce46528287ad76ad1a0153840e0492239a0887e8833466eccf84b98da0"},
+]
+
 [[package]]
 name = "typing-extensions"
 version = "4.11.0"
@@ -7751,6 +9072,23 @@ files = [
     {file = "tzdata-2024.1.tar.gz", hash = "sha256:2674120f8d891909751c38abcdfd386ac0a5a1127954fbc332af6b5ceae07efd"},
 ]
 
+[[package]]
+name = "tzlocal"
+version = "5.2"
+description = "tzinfo object for the local timezone"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "tzlocal-5.2-py3-none-any.whl", hash = "sha256:49816ef2fe65ea8ac19d19aa7a1ae0551c834303d5014c6d5a62e4cbda8047b8"},
+    {file = "tzlocal-5.2.tar.gz", hash = "sha256:8d399205578f1a9342816409cc1e46a93ebd5755e39ea2d85334bea911bf0e6e"},
+]
+
+[package.dependencies]
+tzdata = {version = "*", markers = "platform_system == \"Windows\""}
+
+[package.extras]
+devenv = ["check-manifest", "pytest (>=4.3)", "pytest-cov", "pytest-mock (>=3.3)", "zest.releaser"]
+
 [[package]]
 name = "ultralytics"
 version = "8.1.47"
@@ -7971,6 +9309,50 @@ files = [
 [package.dependencies]
 colorama = {version = ">=0.4.6", markers = "sys_platform == \"win32\" and python_version >= \"3.7\""}
 
+[[package]]
+name = "watchdog"
+version = "4.0.1"
+description = "Filesystem events monitoring"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "watchdog-4.0.1-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:da2dfdaa8006eb6a71051795856bedd97e5b03e57da96f98e375682c48850645"},
+    {file = "watchdog-4.0.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:e93f451f2dfa433d97765ca2634628b789b49ba8b504fdde5837cdcf25fdb53b"},
+    {file = "watchdog-4.0.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:ef0107bbb6a55f5be727cfc2ef945d5676b97bffb8425650dadbb184be9f9a2b"},
+    {file = "watchdog-4.0.1-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:17e32f147d8bf9657e0922c0940bcde863b894cd871dbb694beb6704cfbd2fb5"},
+    {file = "watchdog-4.0.1-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:03e70d2df2258fb6cb0e95bbdbe06c16e608af94a3ffbd2b90c3f1e83eb10767"},
+    {file = "watchdog-4.0.1-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:123587af84260c991dc5f62a6e7ef3d1c57dfddc99faacee508c71d287248459"},
+    {file = "watchdog-4.0.1-cp312-cp312-macosx_10_9_universal2.whl", hash = "sha256:093b23e6906a8b97051191a4a0c73a77ecc958121d42346274c6af6520dec175"},
+    {file = "watchdog-4.0.1-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:611be3904f9843f0529c35a3ff3fd617449463cb4b73b1633950b3d97fa4bfb7"},
+    {file = "watchdog-4.0.1-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:62c613ad689ddcb11707f030e722fa929f322ef7e4f18f5335d2b73c61a85c28"},
+    {file = "watchdog-4.0.1-cp38-cp38-macosx_10_9_universal2.whl", hash = "sha256:d4925e4bf7b9bddd1c3de13c9b8a2cdb89a468f640e66fbfabaf735bd85b3e35"},
+    {file = "watchdog-4.0.1-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:cad0bbd66cd59fc474b4a4376bc5ac3fc698723510cbb64091c2a793b18654db"},
+    {file = "watchdog-4.0.1-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:a3c2c317a8fb53e5b3d25790553796105501a235343f5d2bf23bb8649c2c8709"},
+    {file = "watchdog-4.0.1-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:c9904904b6564d4ee8a1ed820db76185a3c96e05560c776c79a6ce5ab71888ba"},
+    {file = "watchdog-4.0.1-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:667f3c579e813fcbad1b784db7a1aaa96524bed53437e119f6a2f5de4db04235"},
+    {file = "watchdog-4.0.1-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:d10a681c9a1d5a77e75c48a3b8e1a9f2ae2928eda463e8d33660437705659682"},
+    {file = "watchdog-4.0.1-pp310-pypy310_pp73-macosx_10_9_x86_64.whl", hash = "sha256:0144c0ea9997b92615af1d94afc0c217e07ce2c14912c7b1a5731776329fcfc7"},
+    {file = "watchdog-4.0.1-pp310-pypy310_pp73-macosx_11_0_arm64.whl", hash = "sha256:998d2be6976a0ee3a81fb8e2777900c28641fb5bfbd0c84717d89bca0addcdc5"},
+    {file = "watchdog-4.0.1-pp38-pypy38_pp73-macosx_10_9_x86_64.whl", hash = "sha256:e7921319fe4430b11278d924ef66d4daa469fafb1da679a2e48c935fa27af193"},
+    {file = "watchdog-4.0.1-pp38-pypy38_pp73-macosx_11_0_arm64.whl", hash = "sha256:f0de0f284248ab40188f23380b03b59126d1479cd59940f2a34f8852db710625"},
+    {file = "watchdog-4.0.1-pp39-pypy39_pp73-macosx_10_9_x86_64.whl", hash = "sha256:bca36be5707e81b9e6ce3208d92d95540d4ca244c006b61511753583c81c70dd"},
+    {file = "watchdog-4.0.1-pp39-pypy39_pp73-macosx_11_0_arm64.whl", hash = "sha256:ab998f567ebdf6b1da7dc1e5accfaa7c6992244629c0fdaef062f43249bd8dee"},
+    {file = "watchdog-4.0.1-py3-none-manylinux2014_aarch64.whl", hash = "sha256:dddba7ca1c807045323b6af4ff80f5ddc4d654c8bce8317dde1bd96b128ed253"},
+    {file = "watchdog-4.0.1-py3-none-manylinux2014_armv7l.whl", hash = "sha256:4513ec234c68b14d4161440e07f995f231be21a09329051e67a2118a7a612d2d"},
+    {file = "watchdog-4.0.1-py3-none-manylinux2014_i686.whl", hash = "sha256:4107ac5ab936a63952dea2a46a734a23230aa2f6f9db1291bf171dac3ebd53c6"},
+    {file = "watchdog-4.0.1-py3-none-manylinux2014_ppc64.whl", hash = "sha256:6e8c70d2cd745daec2a08734d9f63092b793ad97612470a0ee4cbb8f5f705c57"},
+    {file = "watchdog-4.0.1-py3-none-manylinux2014_ppc64le.whl", hash = "sha256:f27279d060e2ab24c0aa98363ff906d2386aa6c4dc2f1a374655d4e02a6c5e5e"},
+    {file = "watchdog-4.0.1-py3-none-manylinux2014_s390x.whl", hash = "sha256:f8affdf3c0f0466e69f5b3917cdd042f89c8c63aebdb9f7c078996f607cdb0f5"},
+    {file = "watchdog-4.0.1-py3-none-manylinux2014_x86_64.whl", hash = "sha256:ac7041b385f04c047fcc2951dc001671dee1b7e0615cde772e84b01fbf68ee84"},
+    {file = "watchdog-4.0.1-py3-none-win32.whl", hash = "sha256:206afc3d964f9a233e6ad34618ec60b9837d0582b500b63687e34011e15bb429"},
+    {file = "watchdog-4.0.1-py3-none-win_amd64.whl", hash = "sha256:7577b3c43e5909623149f76b099ac49a1a01ca4e167d1785c76eb52fa585745a"},
+    {file = "watchdog-4.0.1-py3-none-win_ia64.whl", hash = "sha256:d7b9f5f3299e8dd230880b6c55504a1f69cf1e4316275d1b215ebdd8187ec88d"},
+    {file = "watchdog-4.0.1.tar.gz", hash = "sha256:eebaacf674fa25511e8867028d281e602ee6500045b57f43b08778082f7f8b44"},
+]
+
+[package.extras]
+watchmedo = ["PyYAML (>=3.10)"]
+
 [[package]]
 name = "watchfiles"
 version = "0.21.0"
@@ -8170,6 +9552,23 @@ files = [
     {file = "websockets-11.0.3.tar.gz", hash = "sha256:88fc51d9a26b10fc331be344f1781224a375b78488fc343620184e95a4b27016"},
 ]
 
+[[package]]
+name = "werkzeug"
+version = "3.0.3"
+description = "The comprehensive WSGI web application library."
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "werkzeug-3.0.3-py3-none-any.whl", hash = "sha256:fc9645dc43e03e4d630d23143a04a7f947a9a3b5727cd535fdfe155a17cc48c8"},
+    {file = "werkzeug-3.0.3.tar.gz", hash = "sha256:097e5bfda9f0aba8da6b8545146def481d06aa7d3266e7448e2cccf67dd8bd18"},
+]
+
+[package.dependencies]
+MarkupSafe = ">=2.1.1"
+
+[package.extras]
+watchdog = ["watchdog (>=2.3)"]
+
 [[package]]
 name = "wheel"
 version = "0.43.0"
@@ -8371,4 +9770,4 @@ testing = ["coverage (>=5.0.3)", "zope.event", "zope.testing"]
 [metadata]
 lock-version = "2.0"
 python-versions = "3.10.x"
-content-hash = "05f7bfc8ff732835501a4f8a86c355b4db32c1cecc166429a2ac094d16d1ce87"
+content-hash = "020ace66d407e3ef4e91890987759d332466d52429f5d05f67c0c99eed057635"
diff --git a/pyproject.toml b/pyproject.toml
index e99ab1025..c6810a71d 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -108,6 +108,10 @@ posthog = "^3.5.0"
 
 wheel = "^0.43.0"
 cython = "^3.0.10"
+
+[tool.poetry.group.dev.dependencies]
+aws-sam-cli = "^1.119.0"
+
 [tool.pytest.ini_options]
 filterwarnings = [
     # suppress warnings starting from "setuptools>=67.3"