Free LLM APIs for Python Notebooks: Groq and HuggingFace Setup
Set up Groq or HuggingFace Inference in a Colab notebook in under 5 minutes. OpenAI-compatible — switch providers by changing one variable. No credit card required.
Guides
Developer reference pages for tools, APIs, and setup patterns used in the notebooks and posts on this blog.
GitHub Fine-Grained PAT for Colab Notebooks
Create a private GitHub repo and a repo-scoped fine-grained PAT with minimal permissions. Add it to Colab Secrets. Setup takes under 5 minutes.