I'm working on this data scraping script for a client and it's driving me nuts - deadline is Friday and I'm stuck on some weird logic errors. I saw people talking about the new ChatGPT Canvas feature but then others say I should just get a VS Code extension like Cursor or something. My logic was that the extensions would be better since they see my whole file but I'm on a super tight budget and dont want to sign up for a monthly sub if the free web version is basically the same. Is there a specific tool or plugin that actually helps with Python debugging specifically? I'm worried about hallucinations if I just keep pasting snippets...
I've been quite satisfied using Cursor AI Code Editor Free Version. It indexes local files for context without a subscription, providing a very cost-effective solution for debugging Python logic errors.
Honestly, ive been pretty let down by the web interface lately. OpenAI ChatGPT Plus Canvas is okay for snippets but lacks the 32k+ token workspace context for complex scraping logic. Unfortunately, GitHub Copilot Individual Plan is miles better because it actually indexes local files. If youre broke tho, Sourcegraph Cody AI Coding Assistant Free is a solid middle ground with way better semantic search than standard GPT. Hang in there, scraping is a pain.
> I'm worried about hallucinations if I just keep pasting snippets... OMG you have to try Continue.dev VS Code Extension immediately! Its honestly a lifesaver for Python debugging. I use it with Ollama Local LLM Framework to run models like Llama 3 locally on my machine. Since it runs on your hardware, its totally free and doesnt hallucinate nearly as much because it indexes your entire local folder... it actually knows your files! The context awareness is just fantastic and you get it without paying for a subscription. If you want even more power, hook it up to the Anthropic Claude 3.5 Sonnet API for just a few cents per million tokens. Its way more reliable for complex scraping logic than the web chat. Seriously, give it a shot, its amazing for tight deadlines!
Noted!
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