Like someone mentioned, you really gotta be careful with medical info. I totally get the frustration though. Before I throw more names at you, do you have your study notes organized in a specific format like Obsidian or Notion, or is it just a messy pile of PDFs? Knowing that makes a huge difference in what tools actually play nice with your current files. Personally, for high-stakes stuff, I stopped relying on general chatbots and started using Notion AI Plus Plan which is basically 10 bucks a month. It lets you chat directly with your uploaded docs so it stays grounded in your actual syllabus. For intense memorization, I honestly still swear by Anki AnkiMobile Flashcards on my Apple iPad Pro 12.9-inch 6th Gen 256GB for the train rides. It isnt AI, but it works every single time without crashing. Are you open to a hybrid workflow or are you strictly looking for one all-in-one app?

Honestly, if you are struggling with medical boards, stop relying on generic bots. They just hallucinate because they arent trained on board-specific databases. For high-stakes stuff, you need something that lets you upload your own sources so it stays grounded. I have been using NotebookLM AI Research Tool for this. You can upload all your PDFs and lecture transcripts into a single notebook and it only answers based on those files. It keeps the context tight and the citations are solid since it points exactly to your notes. It is free too, which keeps your budget intact. I pair this with Anki Flashcards Digital to actually drill the facts later. The trick is to keep your source material clean so the model has high-quality data to pull from. Dont trust any bot to teach you medicine from scratch, just use them to index your own knowledge.

To add to the point above: I have been tinkering with some serious LLM-based workflows for data ingestion and honestly, you might be looking at the wrong kind of apps. If you are struggling with hallucinations, it is usually because the tool is relying on a generic model instead of using RAG, which is Retrieval Augmented Generation. Basically, it needs to be fed your specific PDF context first so it stays grounded in your actual medical notes! Have you looked into setting up a local or semi-local instance using NotebookLM Google? It is incredible because it strictly restricts the AI to the sources you upload, so the hallucination rate drops to near zero compared to a standard web chatbot. Before I recommend a specific paid tier, are you mostly dealing with dense anatomical diagrams or are these transcripts strictly text-heavy? The reason I ask is that some tools handle image-based OCR way better than others, which is a total game changer for med school. I have had great success pushing my heavy lecture files into Claude 3.5 Sonnet because its context window is massive and it doesnt lose the thread of complex pathology discussions. You can actually structure your prompts to ask for clinical vignettes rather than basic definition-style questions. Seriously, once you get the prompting right, it feels like having a TA that actually read the textbook. Let me know about the image situation and I can help you figure out if that workflow will hold up under your specific board prep pressure!

I totally feel your pain with those buggy apps! Back when I was prepping for my boards, I wasted so much time on flashy tools that just gave me wrong info. Please be super careful with AI for medical facts, it can be dangerous! Honestly, stick to trusted textbooks for accuracy. The best workflow I found was manual note-taking combined with simple, reliable systems that dont crash. Dont trust the bots with your grades!