# My AskAI vs Fine-tuning ### **Is this fine-tuning? What’s the difference?** Not quite, fine-tuning is generally used (and most effective) when you have a load of data in a prompt (input) and completion (output) format already and you want to use that data to create more similar output information based on new input information. It requires very structured and curated data to get the best results. My AskAI uses something called ‘Embeddings’ and the benefit of it is that you don’t need to pre-format your data most of the time. You can just upload your content and then start querying. --- # Agent Instructions: Querying This Documentation If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question. Perform an HTTP GET request on the current page URL with the `ask` query parameter: ``` GET https://support.myaskai.com/faq/general/my-askai-vs-fine-tuning.md?ask= ``` The question should be specific, self-contained, and written in natural language. The response will contain a direct answer to the question and relevant excerpts and sources from the documentation. Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.