A Comprehensive Approach to Summarization: The Role of Retrieval-Augmented Generation

There are many types of summaries that can be created, depending on the nature of the input documents—whether they are related to law, medicine, or other fields. It is important to understand the subject matter first, as different documents require different handling approaches. Highlighting key points is crucial for focusing on specific sentences. Depending on the topic and the desired output, various summarization models can be used. In this context, we particularly focus on the RAG system and how it can be beneficial for achieving better results.