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Showing result 1 - 5 of 56 essays matching the above criteria.

  1. 1. Bridging Language & Data : Optimizing Text-to-SQL Generation in Large Language Models

    University essay from Linköpings universitet/Artificiell intelligens och integrerade datorsystem

    Author : Niklas Wretblad; Fredrik Gordh Riseby; [2024]
    Keywords : Chaining; Classification; Data Quality; Few-Shot Learning; Large Language Model; Machine Learning; Noise; Prompt; Prompt Engineering; SQL; Structured Query Language; Text-to-SQL; Zero-Shot Learning; Noise Identification;

    Abstract : This thesis explores text-to-SQL generation using Large Language Models within a financial context, aiming to assess the efficacy of current benchmarks and techniques. The central investigation revolves around the accuracy of the BIRD-Bench benchmark and the applicability of text-to-SQL models in real-world scenarios. READ MORE

  3. 2. Transitioning from on-premise computing to cloud computing A cost comparison case study on a Swedish grocery retail company

    University essay from Uppsala universitet/Institutionen för informationsteknologi

    Author : Per Bondeson; [2023]
    Keywords : ;

    Abstract : Using public cloud platforms for managing applications and compute is becoming increasingly common among organizations. In this thesis, a case study was performed at a Swedish grocery retailer that was in pursue of migrating all analytics related IT-resources hosted on both on-premise and private cloud to a public cloud platform. READ MORE

  4. 3. CAD/CAM Software Integration for Toolpath Application : at Sandvik Coromant

    University essay from KTH/Produktionsutveckling

    Author : Karthikeyan Dhanapal; Tariq Aslam Mohamed Ameen; [2023]
    Keywords : CAM; CoroPlus® Tool Path; CSI; API; STEP; REST; SQL; JSON;

    Abstract :  In the domain of CAD/CAM, innovative strategies are devised and positioned to transform communication and streamline machining processes. Recent advancements have fueled the need for tailored solutions integrated into CAM software, having a transformative impact in this field. READ MORE

  5. 4. A COMPARISON OF SEARCHING DATA WITH, AND WITHOUT ELASTICSEARCH IN A SQL DATABASE

    University essay from Mälardalens universitet/Akademin för innovation, design och teknik

    Author : Mehdi Bel Fdhila; [2023]
    Keywords : ;

    Abstract : Digitalization and managing big data are today becoming vital across all sectors of our society. Databases are highly valuable for companies and organizations to ensure that information resources are well managed. As of today, there are diverse database management systems (DBMS) to choose from. READ MORE

  6. 5. Queryable Workflows: Extending Dataflow Streaming with Dynamic Request/Reply Communication

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Chengyang Huang; [2023]
    Keywords : Stream Processing; Observability; SQL Query Engine; Stateful Serverless; Searbetning av Strömmar; Observabilitet; SQL-förfrågningsmotor; Stateful Serverless;

    Abstract : Stream processing systems have been widely adopted in applications such as recommendation systems, anomaly detection, and system monitoring due to their real-time capabilities. Improving observability in stream processing systems can further expand their application scenarios, including the implementation of stateful serverless applications. READ MORE