Over the past week, I conducted a series of performance benchmarks to compare locally hosted large language models with cloud-based APIs in real-world automation tasks. What started as a simple experiment turned into an eye-opening result. 🧪 The Task The benchmark involved a structured browser automation workflow: configuring a Volvo C40
Breaking the SQL Barrier with Natural Language For years, working with databases has required a solid understanding of SQL syntax, making data access a challenge for non-technical users. What if querying a database was as easy as asking a question? Hyperscalers SQL Agent addresses this by leveraging large language models
Introduction For decades, interacting with databases has required a working knowledge of SQL, creating a barrier for non-technical users. But what if querying a database was as simple as asking a question? By integrating a local large language model with the SQLDatabase Toolkit, we’re unlocking a new era of