In my experience, if you're trying to stay under budget, you should really look at Codeium Individual Plan Free AI Extension. I've tried many tools over the years and this one is solid for context.

• It indexes your local project files for free
• Way less prone to those annoying deprecated pandas hallucinations
• The autocomplete is super snappy It basically solved my context issues without costing a dime. Lmk if you need help setting up the indexing part!

Regarding what #1 said about "I have been using Cursor IDE Pro Plan...", indexing is the absolute game changer! If that $20 is a stretch, I honestly love Continue Open Source VS Code Extension.

• Its open-source and handles full codebase indexing
• Pair it with Anthropic Claude 3.5 Sonnet API for cheap pay-as-you-go
• No more deprecated code since it reads your environment Its seriously incredible for getting those pandas scripts perfect!

I have been using Cursor IDE Pro Plan for a few months now and its absolutely amazing for python automation! To solve the context issue, you really need a tool that indexes your entire codebase. Cursor does this by default so it understands your project structure instead of just looking at one file at a time. Its a fantastic solution for those annoying pandas errors because you can use Claude 3.5 Sonnet as the backend.

• Context: It indexes all your files so it knows your local functions.
• Performance: Claude 3.5 is much more reliable for modern pandas syntax.
• Cost: There is a free version if the subscription is too steep. The methodical way it handles file references is incredible. I rarely have to fix deprecated code now because the model actually sees my environment... definitely worth checking out before your friday deadline!

Building on the earlier suggestion, try Tabnine Pro AI Code Assistant for reliability.

• Secure local context indexing
• High privacy standards It handles python context well so you dont leak code.