Frameworks & Tools

Frameworks

LLM application
- Langchain - llm application
- llamaIndex - llm application
UI
- Chainlit
- Nicegui
- Panel
- Streamlit
- Gradio - ML models demo
- Dash - Dashboard - https://dash.gallery/Portal/

API

curl - command line API call

curl

$ curl -H "Content-Type: application/json" \
       -H "Device-Token: YOUR_DEVICE_TOKEN" \
       -X POST \
       -d '{"variable":"temperature","value":100,"unit":"F"}' \
       https://api.<domain>/data

Postman - https://www.postman.com/

Coding IDE

repl.it
trinket

Database

SQL Workbench - free; website: https://www.sql-workbench.eu/

Diagram & draw

draw.io
https://www.diagrams.net/ - for diagraming aws architecture; https://shekhargulati.com/2020/04/21/software-architecture-diagrams-as-code/;
Mermaid Diagramming and charting tool - https://mermaid.js.org/ | very powerful and works natively on Github readme; include
https://sequencediagram.org/ - web; free
https://sketchviz.com/new - web free; See Book: Visualizing Data: Exploring and Explaining Data with the Processing Environment 1st Edition
Doodle - https://sketch.io/sketchpad/
Avatar - https://minimalavatars.com/

Documentation & Content creation

Markdown - https://commonmark.org/help/
Drawing - draw.io - web or desktop installed; FREE; best to draw AWS architecture using aws icons
Diagramming - https://www.diagrams.net/ - for diagraming aws architecture; https://shekhargulati.com/2020/04/21/software-architecture-diagrams-as-code/;
Mermaid Diagramming and charting tool - https://mermaid.js.org/ | very powerful and works natively on Github readme; include
3D drawing - FreeCAD - desktop installed;
Doodle - https://sketch.io/sketchpad/
Sequence diagram - https://sequencediagram.org/ - web; free
Visualization https://sketchviz.com/new - web free; See Book: Visualizing Data: Exploring and Explaining Data with the Processing Environment 1st Edition
Avatar - https://minimalavatars.com/
Image remove background - https://remove.bg | also see adobe express |
AugXLab AI video using the screensaver images - https://www.augxlabs.com/

Linux

tree - command line file tree structure

tree

$ sudo apt install --no-install-recommends tree
$ tree
.
├── README.md
├── __init__.py
├── events
│   └── event.json
├── get-pip.py
├── hello_world
│   ├── __init__.py
│   ├── app.py
│   └── requirements.txt
├── samconfig.toml
├── template.yaml
└── tests
    ├── __init__.py
    ├── integration
    │   ├── __init__.py
    │   └── test_api_gateway.py
    ├── requirements.txt
    └── unit
        ├── __init__.py
        └── test_handler.py

5 directories, 15 files

Markdown editor

https://stackedit.io/ - lack of integrations;
https://dillinger.io/ - integration with github; should try
https://pandao.github.io/editor.md/en.html - open source; can be embedded into web application

MQTT

MQTTfx - https://softblade.de/en/welcome/

Product Management

Whiteboarding: ???
Prototyping: https://www.creativebloq.com/buying-guides/best-ui-prototyping-tools
Road mapping: Trello, Jira (free), Aha! (not free),
Requirement Mgmt: Jira, Jama, ClickUp
Forms (eg survey) - https://www.jotform.com/