تقرير
Observations on Building RAG Systems for Technical Documents
| العنوان: | Observations on Building RAG Systems for Technical Documents |
|---|---|
| المؤلفون: | Soman, Sumit, Roychowdhury, Sujoy |
| سنة النشر: | 2024 |
| المجموعة: | Computer Science |
| مصطلحات موضوعية: | Computer Science - Machine Learning, Computer Science - Artificial Intelligence, Computer Science - Computation and Language, I.2.7 |
| الوصف: | Retrieval augmented generation (RAG) for technical documents creates challenges as embeddings do not often capture domain information. We review prior art for important factors affecting RAG and perform experiments to highlight best practices and potential challenges to build RAG systems for technical documents. Comment: Published as a Tiny Paper at ICLR 2024 |
| نوع الوثيقة: | Working Paper |
| URL الوصول: | http://arxiv.org/abs/2404.00657 |
| رقم الأكسشن: | edsarx.2404.00657 |
| قاعدة البيانات: | arXiv |
| الوصف غير متاح. |