Supplementary files for "A Guided Assistant for Building Machine Learning Models in Analytical Workflows"

app.py: Source code for the chatbot using the original system prompt (as demonstrated in the two case studies)app_revised.py: Source code for the chatbot using the revised system prompt (incorporating enhancements from peer review)test case 1.txt: Full conversation history for Test Case I (LFIA classification)test case 2.txt: Full conversation history for Test Case II (LC-MS retention time regression)revised_chat_history.txt: Test conversation illustrating new behaviors introduced by the revised system prompttest case 1.py: Python script generated during Test Case I session for LFIA classificationtest case 2.py: Python script generated during Test Case II session for retention-time regression