Context for my blog article
Here is the log of for creating the architecture diagrams by using gpt-4o. As
Claude's sonnet model is widely viewed as the better model, I should have use
this
uvx -p 3.12 --from aider-chat aider --architect --watch-files
> aider chat started at 2025-01-18 11:42:06
> Add .aider* to .gitignore (recommended)? (Y)es/(N)o [Yes]: y
> Added .aider* to .gitignore
> /Users/steve/.cache/uv/archive-v0/58fBcoPMT7L3tP-vqBVAq/bin/aider --architect --watch-files
> Aider v0.71.1
> Main model: gpt-4o-2024-08-06 with architect edit format
> Editor model: gpt-4o-2024-08-06 with diff edit format
> Weak model: gpt-4o-mini
> Git repo: .git with 16 files
> Repo-map: using 4096 tokens, auto refresh
To create a C4 diagram for the architecture using PlantUML, you need to create a .puml file. Below are the steps and the PlantUML code to create a basic C4 diagram. This example assumes a simple architecture with a web application and a database.
-
Create a new file named
architecture.puml. -
Add the following PlantUML code to the file to represent a basic C4 model:
@startuml C4_Architecture
!include <C4/C4_Container>
LAYOUT_WITH_LEGEND()
title C4 Model - System Context
Person(user, "User", "A user of the system.")
System(webApp, "Web Application", "A web application that allows users to interact with the system.")
SystemDb(database, "Database", "Stores user data and application information.")
Rel(user, webApp, "Uses", "HTTP")
Rel(webApp, database, "Reads from and writes to", "JDBC")
@enduml-
Explanation of the code:
@startumland@endumlare used to define the start and end of the PlantUML diagram.!include <C4/C4_Container>includes the C4 model container definitions.LAYOUT_WITH_LEGEND()adds a legend to the diagram.Person,System, andSystemDbare used to define the elements of the architecture.Reldefines the relationships between these elements.
-
Save the file and use a PlantUML tool or plugin to render the diagram.
This is a basic example. You can expand it by adding more systems, containers, and components as needed to reflect your architecture accurately.
> Tokens: 546 sent, 371 received. Cost: $0.0051 message, $0.0051 session.
> Edit the files? (Y)es/(N)o [Yes]: n
To create a C4 diagram that reflects the architecture of your Python project, we need to consider the main components and their interactions based on the file summaries you provided. Here's a more detailed C4 model using PlantUML, focusing on the components and their relationships:
-
Create a new file named
architecture.puml. -
Add the following PlantUML code to the file:
@startuml C4_Architecture
!include <C4/C4_Container>
LAYOUT_WITH_LEGEND()
title C4 Model - Container Diagram
Person(user, "User", "Interacts with the application via a web interface.")
System_Boundary(app, "Application") {
Container(webApp, "Streamlit Web Application", "Python/Streamlit", "Provides a user interface for data interaction and visualization.")
Container(api, "API Layer", "Python/Flask", "Handles API requests and data processing.")
ContainerDb(database, "Data Storage", "PostgreSQL", "Stores application data and user information.")
}
System_Ext(databaseExt, "External Database", "Provides additional data for processing.")
Rel(user, webApp, "Uses", "HTTP")
Rel(webApp, api, "Sends requests to", "HTTP")
Rel(api, database, "Reads from and writes to", "SQL")
Rel(api, databaseExt, "Fetches data from", "SQL")
@enduml-
Explanation of the code:
@startumland@endumldefine the start and end of the PlantUML diagram.!include <C4/C4_Container>includes the C4 model container definitions.LAYOUT_WITH_LEGEND()adds a legend to the diagram.Personrepresents the user interacting with the system.System_Boundarygroups the main components of your application.ContainerandContainerDbdefine the components within the application boundary.System_Extrepresents an external system or database.Reldefines the relationships and interactions between these components.
-
Save the file and use a PlantUML tool or plugin to render the diagram.
This diagram assumes a typical web application architecture with a user interface, an API layer, and a database. Adjust the components and relationships based on the specific details of your project, such as additional services or external integrations.
> Tokens: 933 sent, 508 received. Cost: $0.0074 message, $0.01 session.
> Edit the files? (Y)es/(N)o [Yes]: n
To include the Python files and their functionality in the architecture diagram, we need to map each file to its role in the system. Based on the summaries you provided, here's how you can represent them in a C4 diagram using PlantUML:
-
Create a new file named
architecture.puml. -
Add the following PlantUML code to the file:
@startuml C4_Architecture
!include <C4/C4_Container>
LAYOUT_WITH_LEGEND()
title C4 Model - Container Diagram with Python Files
Person(user, "User", "Interacts with the application via a web interface.")
System_Boundary(app, "Application") {
Container(webApp, "Streamlit Web Application", "Python/Streamlit", "Provides a user interface for data interaction and visualization.") {
Component(streamlitApp, "streamlit_app.py", "Handles the main Streamlit application logic.")
Component(wakeUp, "wake_up_streamlit.py", "Keeps the Streamlit app alive.")
}
Container(api, "API Layer", "Python/Flask", "Handles API requests and data processing.") {
Component(appPy, "app.py", "Contains core functions for data processing and API endpoints.")
Component(maddExtract, "madd_extract.py", "Handles data extraction and processing logic.")
Component(trans, "trans.py", "Manages data transformations.")
}
ContainerDb(database, "Data Storage", "PostgreSQL", "Stores application data and user information.")
}
System_Ext(databaseExt, "External Database", "Provides additional data for processing.")
Rel(user, webApp, "Uses", "HTTP")
Rel(webApp, api, "Sends requests to", "HTTP")
Rel(api, database, "Reads from and writes to", "SQL")
Rel(api, databaseExt, "Fetches data from", "SQL")
@enduml-
Explanation of the code:
Componentis used to represent each Python file and its primary functionality within the relevant container.- The
System_Boundarygroups the main components of your application, with each container representing a logical part of the system. - The
Relstatements define how these components interact with each other and external systems.
-
Save the file and use a PlantUML tool or plugin to render the diagram.
This diagram provides a high-level view of how each Python file fits into the overall architecture. Adjust the components and relationships based on any additional details or specific interactions in your project.
> Tokens: 1.5k sent, 532 received. Cost: $0.0090 message, $0.02 session.
> Add app.py to the chat? (Y)es/(N)o/(A)ll/(S)kip all/(D)on't ask again [Yes]: y
> Add madd_extract.py to the chat? (Y)es/(N)o/(A)ll/(S)kip all/(D)on't ask again [Yes]: y
> Add streamlit_app.py to the chat? (Y)es/(N)o/(A)ll/(S)kip all/(D)on't ask again [Yes]: y
> Add trans.py to the chat? (Y)es/(N)o/(A)ll/(S)kip all/(D)on't ask again [Yes]: y
> Add wake_up_streamlit.py to the chat? (Y)es/(N)o/(A)ll/(S)kip all/(D)on't ask again [Yes]: y
Based on the provided Python files and their functionalities, we can create a more detailed C4 architecture diagram. Here's how you can represent the components and their interactions:
-
Create a new file named
architecture.puml. -
Add the following PlantUML code to the file:
@startuml C4_Architecture
!include <C4/C4_Container>
LAYOUT_WITH_LEGEND()
title C4 Model - Container Diagram
Person(user, "User", "Interacts with the application via a web interface.")
System_Boundary(app, "Application") {
Container(webApp, "Streamlit Web Application", "Python/Streamlit", "Provides a user interface for data interaction and visualization.") {
Component(app_py, "app.py", "Streamlit", "Main application logic and user interface.")
Component(trans_py, "trans.py", "Python", "Handles translations for multilingual support.")
}
Container(api, "API Layer", "Python", "Handles data processing and external API interactions.") {
Component(madd_extract_py, "madd_extract.py", "Python", "Extracts and processes data from external sources.")
}
Container(wakeUpService, "Wake Up Service", "Python/Selenium", "Keeps the Streamlit app alive.") {
Component(wake_up_streamlit_py, "wake_up_streamlit.py", "Python", "Automates the wake-up process for the Streamlit app.")
}
ContainerDb(database, "Data Storage", "DuckDB", "Stores application data and user information.")
}
System_Ext(geoAdminAPI, "GeoAdmin API", "Provides geospatial data for processing.")
System_Ext(overtureMaps, "Overture Maps", "Provides map data for processing.")
Rel(user, webApp, "Uses", "HTTP")
Rel(webApp, api, "Sends requests to", "HTTP")
Rel(api, database, "Reads from and writes to", "SQL")
Rel(api, geoAdminAPI, "Fetches data from", "HTTP")
Rel(api, overtureMaps, "Fetches data from", "HTTP")
Rel(wakeUpService, webApp, "Keeps alive", "Automated")
@enduml-
Explanation of the code:
System_Boundarygroups the main components of your application.ContainerandComponentare used to define the containers and their respective components (Python files).Reldefines the relationships and interactions between these components and external systems.
-
Save the file and use a PlantUML tool or plugin to render the diagram.
This diagram includes the main Python files and their roles within the architecture. Adjust the components and relationships based on any additional details or changes in your project.
> Tokens: 17k sent, 584 received. Cost: $0.05 message, $0.07 session.
> Edit the files? (Y)es/(N)o [Yes]: y
Based on the provided Python files and their functionalities, we can create a more detailed C4 architecture diagram. Here's how you can represent the components and their interactions:
-
Create a new file named
architecture.puml. -
Add the following PlantUML code to the file:
@startuml C4_Architecture
!include <C4/C4_Container>
LAYOUT_WITH_LEGEND()
title C4 Model - Container Diagram
Person(user, "User", "Interacts with the application via a web interface.")
System_Boundary(app, "Application") {
Container(webApp, "Streamlit Web Application", "Python/Streamlit", "Provides a user interface for data interaction and visualization.") {
Component(app_py, "app.py", "Streamlit", "Main application logic and user interface.")
Component(trans_py, "trans.py", "Python", "Handles translations for multilingual support.")
}
Container(api, "API Layer", "Python", "Handles data processing and external API interactions.") {
Component(madd_extract_py, "madd_extract.py", "Python", "Extracts and processes data from external sources.")
}
Container(wakeUpService, "Wake Up Service", "Python/Selenium", "Keeps the Streamlit app alive.") {
Component(wake_up_streamlit_py, "wake_up_streamlit.py", "Python", "Automates the wake-up process for the Streamlit app.")
}
ContainerDb(database, "Data Storage", "DuckDB", "Stores application data and user information.")
}
System_Ext(geoAdminAPI, "GeoAdmin API", "Provides geospatial data for processing.")
System_Ext(overtureMaps, "Overture Maps", "Provides map data for processing.")
Rel(user, webApp, "Uses", "HTTP")
Rel(webApp, api, "Sends requests to", "HTTP")
Rel(api, database, "Reads from and writes to", "SQL")
Rel(api, geoAdminAPI, "Fetches data from", "HTTP")
Rel(api, overtureMaps, "Fetches data from", "HTTP")
Rel(wakeUpService, webApp, "Keeps alive", "Automated")
@enduml -
Explanation of the code:
System_Boundarygroups the main components of your application.ContainerandComponentare used to define the containers and their respective components (Python files).Reldefines the relationships and interactions between these components and external systems.
-
Save the file and use a PlantUML tool or plugin to render the diagram.
This diagram includes the main Python files and their roles within the architecture. Adjust the components and relationships based on any additional details or changes in your project.
To create the architecture.puml file with the specified PlantUML code, here is the SEARCH/REPLACE block:
architecture.puml
<<<<<<< SEARCH
=======
@startuml C4_Architecture
!include <C4/C4_Container>
LAYOUT_WITH_LEGEND()
title C4 Model - Container Diagram
Person(user, "User", "Interacts with the application via a web interface.")
System_Boundary(app, "Application") {
Container(webApp, "Streamlit Web Application", "Python/Streamlit", "Provides a user interface for data interaction and visualization.") {
Component(app_py, "app.py", "Streamlit", "Main application logic and user interface.")
Component(trans_py, "trans.py", "Python", "Handles translations for multilingual support.")
}
Container(api, "API Layer", "Python", "Handles data processing and external API interactions.") {
Component(madd_extract_py, "madd_extract.py", "Python", "Extracts and processes data from external sources.")
}
Container(wakeUpService, "Wake Up Service", "Python/Selenium", "Keeps the Streamlit app alive.") {
Component(wake_up_streamlit_py, "wake_up_streamlit.py", "Python", "Automates the wake-up process for the Streamlit app.")
}
ContainerDb(database, "Data Storage", "DuckDB", "Stores application data and user information.")
}
System_Ext(geoAdminAPI, "GeoAdmin API", "Provides geospatial data for processing.")
System_Ext(overtureMaps, "Overture Maps", "Provides map data for processing.")
Rel(user, webApp, "Uses", "HTTP")
Rel(webApp, api, "Sends requests to", "HTTP")
Rel(api, database, "Reads from and writes to", "SQL")
Rel(api, geoAdminAPI, "Fetches data from", "HTTP")
Rel(api, overtureMaps, "Fetches data from", "HTTP")
Rel(wakeUpService, webApp, "Keeps alive", "Automated")
@enduml
>>>>>>> REPLACE
> Tokens: 19k sent, 445 received. Cost: $0.05 message, $0.12 session.
> architecture.puml
> Create new file? (Y)es/(N)o [Yes]: y
> Applied edit to architecture.puml
> Commit af536cc feat: Add C4 architecture diagram for application components and interactions
> You can use /undo to undo and discard each aider commit.
[...]
> Add architecture.puml to the chat? (Y)es/(N)o/(A)ll/(S)kip all/(D)on't ask again [Yes]: y
> Add overture.py to the chat? (Y)es/(N)o/(A)ll/(S)kip all/(D)on't ask again [Yes]: y
To include overture.py in the architecture diagram and show its interaction with Overture Maps, you can update the architecture.puml file as follows:
-
Add
overture.pyas a component in theAPI Layercontainer. -
Update the PlantUML code to reflect this addition:
@startuml C4_Architecture
!include <C4/C4_Container>
LAYOUT_WITH_LEGEND()
title C4 Model - Container Diagram
Person(user, "User", "Interacts with the application via a web interface.")
System_Boundary(app, "Application") {
Container(webApp, "Streamlit Web Application", "Python/Streamlit", "Provides a user interface for data interaction and visualization.") {
Component(app_py, "app.py", "Streamlit", "Main application logic and user interface.")
Component(trans_py, "trans.py", "Python", "Handles translations for multilingual support.")
}
Container(api, "API Layer", "Python", "Handles data processing and external API interactions.") {
Component(madd_extract_py, "madd_extract.py", "Python", "Extracts and processes data from external sources.")
Component(overture_py, "overture.py", "Python", "Fetches and processes data from Overture Maps.")
}
Container(wakeUpService, "Wake Up Service", "Python/Selenium", "Keeps the Streamlit app alive.") {
Component(wake_up_streamlit_py, "wake_up_streamlit.py", "Python", "Automates the wake-up process for the Streamlit app.")
}
ContainerDb(database, "Data Storage", "DuckDB", "Stores application data and user information.")
}
System_Ext(geoAdminAPI, "GeoAdmin API", "Provides geospatial data for processing.")
System_Ext(overtureMaps, "Overture Maps", "Provides map data for processing.")
Rel(user, webApp, "Uses", "HTTP")
Rel(webApp, api, "Sends requests to", "HTTP")
Rel(api, database, "Reads from and writes to", "SQL")
Rel(api, geoAdminAPI, "Fetches data from", "HTTP")
Rel(api, overtureMaps, "Fetches data from", "HTTP")
Rel(wakeUpService, webApp, "Keeps alive", "Automated")
@enduml-
Explanation of the changes:
- Added
Component(overture_py, "overture.py", "Python", "Fetches and processes data from Overture Maps.")to theAPI Layercontainer. - This component represents the functionality provided by
overture.pyin fetching and processing data from Overture Maps.
- Added
-
Save the file and use a PlantUML tool or plugin to render the updated diagram.
This update reflects the role of overture.py in the architecture, showing its interaction with the Overture Maps system. Adjust any other components or relationships as needed based on further details of your project.
> Tokens: 20k sent, 634 received. Cost: $0.06 message, $0.23 session.
> Edit the files? (Y)es/(N)o [Yes]: y
To include overture.py in the architecture diagram and show its interaction with Overture Maps, you can update the architecture.puml file as follows:
-
Add
overture.pyas a component in theAPI Layercontainer. -
Update the PlantUML code to reflect this addition:
@startuml C4_Architecture
!include <C4/C4_Container>
LAYOUT_WITH_LEGEND()
title C4 Model - Container Diagram
Person(user, "User", "Interacts with the application via a web interface.")
System_Boundary(app, "Application") {
Container(webApp, "Streamlit Web Application", "Python/Streamlit", "Provides a user interface for data interaction and visualization.") {
Component(app_py, "app.py", "Streamlit", "Main application logic and user interface.")
Component(trans_py, "trans.py", "Python", "Handles translations for multilingual support.")
}
Container(api, "API Layer", "Python", "Handles data processing and external API interactions.") {
Component(madd_extract_py, "madd_extract.py", "Python", "Extracts and processes data from external sources.")
Component(overture_py, "overture.py", "Python", "Fetches and processes data from Overture Maps.")
}
Container(wakeUpService, "Wake Up Service", "Python/Selenium", "Keeps the Streamlit app alive.") {
Component(wake_up_streamlit_py, "wake_up_streamlit.py", "Python", "Automates the wake-up process for the Streamlit app.")
}
ContainerDb(database, "Data Storage", "DuckDB", "Stores application data and user information.")
}
System_Ext(geoAdminAPI, "GeoAdmin API", "Provides geospatial data for processing.")
System_Ext(overtureMaps, "Overture Maps", "Provides map data for processing.")
Rel(user, webApp, "Uses", "HTTP")
Rel(webApp, api, "Sends requests to", "HTTP")
Rel(api, database, "Reads from and writes to", "SQL")
Rel(api, geoAdminAPI, "Fetches data from", "HTTP")
Rel(api, overtureMaps, "Fetches data from", "HTTP")
Rel(wakeUpService, webApp, "Keeps alive", "Automated")
@enduml -
Explanation of the changes:
- Added
Component(overture_py, "overture.py", "Python", "Fetches and processes data from Overture Maps.")to theAPI Layercontainer. - This component represents the functionality provided by
overture.pyin fetching and processing data from Overture Maps.
- Added
-
Save the file and use a PlantUML tool or plugin to render the updated diagram.
This update reflects the role of overture.py in the architecture, showing its interaction with the Overture Maps system. Adjust any other components or relationships as needed based on further details of your project.
Here is the updated architecture.puml file with the inclusion of overture.py as a component in the API Layer container:
architecture.puml
<<<<<<< SEARCH
}
=======
Component(overture_py, "overture.py", "Python", "Fetches and processes data from Overture Maps.")
}
>>>>>>> REPLACE
This change adds the overture.py component to the architecture diagram, reflecting its role in interacting with Overture Maps.
> Tokens: 21k sent, 101 received. Cost: $0.05 message, $0.28 session.
> Applied edit to architecture.puml
> Commit 484b04d feat: Add overture.py component to API Layer in architecture diagram
> You can use /undo to undo and discard each aider commit.
To include streamlit_app.py in the architecture diagram, you can update the architecture.puml file to reflect its role in managing the list of Streamlit app URLs. Here's how you can modify the diagram:
-
Add
streamlit_app.pyas a component in theWake Up Servicecontainer. -
Update the PlantUML code to include this component:
@startuml C4_Architecture
!include <C4/C4_Container>
LAYOUT_WITH_LEGEND()
title C4 Model - Container Diagram
Person(user, "User", "Interacts with the application via a web interface.")
System_Boundary(app, "Application") {
Container(webApp, "Streamlit Web Application", "Python/Streamlit", "Provides a user interface for data interaction and visualization.") {
Component(app_py, "app.py", "Streamlit", "Main application logic and user interface.")
Component(trans_py, "trans.py", "Python", "Handles translations for multilingual support.")
}
Container(api, "API Layer", "Python", "Handles data processing and external API interactions.") {
Component(madd_extract_py, "madd_extract.py", "Python", "Extracts and processes data from external sources.")
Component(overture_py, "overture.py", "Python", "Fetches and processes data from Overture Maps.")
}
Container(wakeUpService, "Wake Up Service", "Python/Selenium", "Keeps the Streamlit app alive.") {
Component(wake_up_streamlit_py, "wake_up_streamlit.py", "Python", "Automates the wake-up process for the Streamlit app.")
Component(streamlit_app_py, "streamlit_app.py", "Python", "Manages the list of Streamlit app URLs.")
}
ContainerDb(database, "Data Storage", "DuckDB", "Stores application data and user information.")
}
System_Ext(geoAdminAPI, "GeoAdmin API", "Provides geospatial data for processing.")
System_Ext(overtureMaps, "Overture Maps", "Provides map data for processing.")
Rel(user, webApp, "Uses", "HTTP")
Rel(webApp, api, "Sends requests to", "HTTP")
Rel(api, database, "Reads from and writes to", "SQL")
Rel(api, geoAdminAPI, "Fetches data from", "HTTP")
Rel(api, overtureMaps, "Fetches data from", "HTTP")
Rel(wakeUpService, webApp, "Keeps alive", "Automated")
@enduml-
Explanation of the changes:
- Added
Component(streamlit_app_py, "streamlit_app.py", "Python", "Manages the list of Streamlit app URLs.")to theWake Up Servicecontainer. - This component represents the functionality provided by
streamlit_app.pyin managing the URLs for the Streamlit applications.
- Added
-
Save the file and use a PlantUML tool or plugin to render the updated diagram.
This update reflects the role of streamlit_app.py in the architecture, showing its interaction within the Wake Up Service. Adjust any other components or relationships as needed based on further details of your project.
> Tokens: 21k sent, 680 received. Cost: $0.06 message, $0.34 session.
> Edit the files? (Y)es/(N)o [Yes]: y
To include streamlit_app.py in the architecture diagram, you can update the architecture.puml file to reflect its role in managing the list of Streamlit app URLs. Here's how you can modify the diagram:
-
Add
streamlit_app.pyas a component in theWake Up Servicecontainer. -
Update the PlantUML code to include this component:
@startuml C4_Architecture
!include <C4/C4_Container>
LAYOUT_WITH_LEGEND()
title C4 Model - Container Diagram
Person(user, "User", "Interacts with the application via a web interface.")
System_Boundary(app, "Application") {
Container(webApp, "Streamlit Web Application", "Python/Streamlit", "Provides a user interface for data interaction and visualization.") {
Component(app_py, "app.py", "Streamlit", "Main application logic and user interface.")
Component(trans_py, "trans.py", "Python", "Handles translations for multilingual support.")
}
Container(api, "API Layer", "Python", "Handles data processing and external API interactions.") {
Component(madd_extract_py, "madd_extract.py", "Python", "Extracts and processes data from external sources.")
Component(overture_py, "overture.py", "Python", "Fetches and processes data from Overture Maps.")
}
Container(wakeUpService, "Wake Up Service", "Python/Selenium", "Keeps the Streamlit app alive.") {
Component(wake_up_streamlit_py, "wake_up_streamlit.py", "Python", "Automates the wake-up process for the Streamlit app.")
Component(streamlit_app_py, "streamlit_app.py", "Python", "Manages the list of Streamlit app URLs.")
}
ContainerDb(database, "Data Storage", "DuckDB", "Stores application data and user information.")
}
System_Ext(geoAdminAPI, "GeoAdmin API", "Provides geospatial data for processing.")
System_Ext(overtureMaps, "Overture Maps", "Provides map data for processing.")
Rel(user, webApp, "Uses", "HTTP")
Rel(webApp, api, "Sends requests to", "HTTP")
Rel(api, database, "Reads from and writes to", "SQL")
Rel(api, geoAdminAPI, "Fetches data from", "HTTP")
Rel(api, overtureMaps, "Fetches data from", "HTTP")
Rel(wakeUpService, webApp, "Keeps alive", "Automated")
@enduml -
Explanation of the changes:
- Added
Component(streamlit_app_py, "streamlit_app.py", "Python", "Manages the list of Streamlit app URLs.")to theWake Up Servicecontainer. - This component represents the functionality provided by
streamlit_app.pyin managing the URLs for the Streamlit applications.
- Added
-
Save the file and use a PlantUML tool or plugin to render the updated diagram.
This update reflects the role of streamlit_app.py in the architecture, showing its interaction within the Wake Up Service. Adjust any other components or relationships as needed based on further details of your project.
Here is the updated architecture.puml file with the inclusion of streamlit_app.py as a component in the Wake Up Service container:
architecture.puml
<<<<<<< SEARCH
}
=======
Component(streamlit_app_py, "streamlit_app.py", "Python", "Manages the list of Streamlit app URLs.")
}
>>>>>>> REPLACE
> Tokens: 21k sent, 79 received. Cost: $0.05 message, $0.39 session.
> Applied edit to architecture.puml
> Commit 07d5d92 feat: Add streamlit_app.py component to Wake Up Service in architecture diagram
> You can use /undo to undo and discard each aider commit.