ABAH – Offline firmware generation and flashing with GraphRAG and PlatformIO

This project serves as a platform for embedded hardware programming using Large Language Models. It utilizes GraphRAG, PlatformIO, and Ollama to enable local LLM-assisted embedded development.

ollama serve

• Write abah

in the terminal to start the application.

Run the following:

• Ensure your environment has Python 3.12 installed.
• In the same directory as the pyproject.toml

file, run:`pip install -e .`

`ollama pull qwen3:30b-instruct`

`ollama pull qwen3-embedding:4B`

- Author: John Abah

- Email:
[john.abah@stud.hshl.de](mailto:john.abah@stud.hshl.de) - LinkedIn:
[https://www.linkedin.com/in/john-abah-311ab233a/](https://www.linkedin.com/in/john-abah-311ab233a/)

- Support the project:
[https://buymeacoffee.com/johnabah](https://buymeacoffee.com/johnabah)