Open-source AI toolkits that permit users to customize and personalize AI educational assistants. User-defined AI assistants can be fine-tuned and trained for tailored learning. The PALC emphasizes co-creation, allowing users to actively participate in the AI's development and curate their own learning experiences, blending individual needs with algorithmic assistance. It empowers students to be agents of change and shape their own learning paths.