RosaGPT is a working and learning assistant for bioinformatics and biostatistics topics.
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RosaGPT is a modified version of ChatGPT, built using the OpenAI GPT Assistant feature.
Rosa's system prompt includes a variety of single-shot examples to promote clear, organized, and in-depth responses. As a result, Rosa helps with complicated topics in a more effective manner than base ChatGPT.
From an analytics and coding perspective, Rosa is instructed to provide structured and single-block solutions.
Rosa also acts as an excellent pair learner by providing step-by-step topic, equation, and algorithm walkthroughs. During pair learning sessions, it encourages the user to ask refined questions to dive into the deeper aspects of understanding a topic.
| Description | RosaGPT | ChatGPT |
|---|---|---|
| Asking specific questions about a covariance equation proof in image format. RosaGPT provides a correct and line-by-line proof rationale. ChatGPT completely fails the task, providing incorrect equation identification and proof rationale. | ||
| Generating a script to run and visualize an ORA anlaysis. Rosa provides single block code solutions with commented descriptions and step-by-step explanations. | ||
| Asking for a summarization of the methods used to generate a gene signature in a manuscript link. Rosa correctly summarizes the methods in a concise manner, while the base ChatGPT misses the understanding of the structure of the article and provides an incorrect answer. |
| Example | Conversation |
|---|---|
| Asking for help converting gene symbols to Ensembl IDs |
| Example | Conversation |
|---|---|
| Asking for a high-level overview of LASSO for feature selection. | |
| Variance Equation Derivation |
RosaGPT is a beta version of an OpenAI GPT Assistant. The behavior of this GPT and the OpenAI Assistant API are still in development.
Like all large language models (LLMs), RosaGPT is not infallible and will provide incorrect information. Users should exercise caution and verify the accuracy of any information obtained from this tool before relying on it. I do not assume responsibility for any errors, inaccuracies, or misinterpretations that arise from the use of this GPT Assistant.