Ragie has introduced two major enhancements to its data retrieval capabilities to provide faster and more accurate access to critical insights. The first upgrade, Recency Bias, employs time-aware weighting to prioritize and promote the most recent content, particularly benefiting fields like sales and customer support where up-to-date information is crucial. The second enhancement, Specialized Table Chunking, improves the extraction of complex documents containing tables, ensuring that table headers remain correctly associated with their rows for more precise data retrieval. These advancements aim to enhance Ragie's performance in real-world applications, as demonstrated in benchmarks such as LegalBench-RAG and FinanceBench.