AI + Python in Excel | AI Coder Assistance File for xlwings LIte - Python in Excel.
Get it at app.tigzig.com, in the xlwings Lite Practice Lab section. Both AI and Human versions.
𝐓𝐨𝐨𝐥: A 1,450-line context file. 𝐏𝐮𝐫𝐩𝐨𝐬𝐞: To ensure clean, efficient xlwings Lite code generation. Without context, AI guesses. Built for my projects. Get it here.
𝐖𝐡𝐲?
xlwings Lite is superb and AI knows classic xlwings inside out. But Lite launched after most AI models' training cutoff, so it was working blind on the specifics- plus a whole lot of best practices and code snippets I use for automation, analysis, formatting & transformations
𝐓𝐡𝐞 𝐂𝐨𝐧𝐭𝐞𝐱𝐭 𝐅𝐢𝐥𝐞
A curated file with 1,450 lines of tight, most relevant content.
▪ 5 Golden Rules to prevent the most common script failures
▪ 13 sections covering interface, limitations, API integration, security
▪ 6 advanced working examples – database connections, web scraping with LLM, AI schema detection, XGBoost model
▪ Complete what works / what doesn’t reference
It's an ongoing document.
𝐇𝐨𝐰 𝐭𝐨 𝐮𝐬𝐞 𝐢𝐭
Download the file from the site and upload it to AI. Use Google’s AI Studio with Gemini 2.5 Pro for this- huge context window, free, and the results are better than what I’ve seen from ChatGPT. If you're using Cursor, just copy it to your project directly and give it as context.
𝐖𝐡𝐞𝐫𝐞 𝐭𝐨 𝐠𝐞𝐭 𝐢𝐭:
The complete file is available at http://app.tigzig.com, in the xlwings Lite Practice Lab section. Both AI and Human versions.
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