ABAH – Offline firmware generation and flashing with GraphRAG and PlatformIO

John Abah released ABAH, an open-source platform that uses GraphRAG, PlatformIO, and Ollama to enable local LLM-assisted embedded hardware programming, including offline firmware generation and flashing. The tool requires Python 3.12 and pulls the qwen3:30b-instruct and qwen3-embedding:4B models via Ollama.

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