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Using GPT alone can lead to hallucinations, where the model generates confident-sounding but factually incorrect answers. The RAG pipeline retrieves real, verified documents and then lets GPT generate answers based on that evidence. This ensures that responses are helpful and accurate, essential for topics as sensitive and complex as menopause. ✅
Our intention was to provide everyday informational needs of people going through menopause. Many individuals face stigma, confusion, or misinformation 🚫 when searching for answers online. By combining retrieval techniques with language generation, we want to help users feel informed and supported. 🤗
We use semantic search and query analysis to pull multiple relevant documents or passages instead of relying on a single source. 🧠
Not directly. The RAG pipeline is designed to assist users with accessible health information, but it’s not a replacement for medical professionals 👩⚕️. It could be used as a clinical decision support tool. 💡