Internal Zilliz benchmarks show that purpose-built Milvus outperforms PostgreSQL with pgvector, delivering 60% lower latency and 4.5 times higher throughput under identical vector search conditions.

The new managed functions will let enterprises apply LLM reasoning to structured and unstructured data directly in SQL, ...

Abstract: As large language models (LLMs) are increasingly deployed in real-world applications, concerns exist regarding their accuracy and potential for hallucination. However, few studies evaluate ...

Abstract: This survey provides a comprehensive overview of the transformative impact of Large Language Models (LLMs) on the field of NL2SQL. NL2SQL(aka Text2SQL), the task of converting natural ...

Objective: Our objective was to evaluate employing Large Language Models (LLMs) to systematically transform the rich, unstructured textual data from AskDocs into a structured dataset, an approach that ...