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Ground truth curation and metric interpretation best practices for evaluating generative AI question answering using FMEval

AWS Machine Learning - AI

This post focuses on evaluating and interpreting metrics using FMEval for question answering in a generative AI application. FMEval is a comprehensive evaluation suite from Amazon SageMaker Clarify , providing standardized implementations of metrics to assess quality and responsibility. Question Answer Fact Who is Andrew R.

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Redefining Manufacturing RPA: Navigate Challenges, Embrace Innovations, and Explore High-Impact Use Cases

Trigent

In the wake of hyper-digitization, manufacturers are leveraging advanced technologies like RPA, IoT, and AI to make their processes more efficient. Companies encountered technological and operational constraints when using standard off-the-shelf RPA solutions that need customization. from 2023 to 2030.

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Hitachi Vantara’s API Strategy for The Smart Data Center

Hu's Place - HitachiVantara

Hitachi’s developers are reimagining core systems as microservices, building APIs using modern RESTful architectures, and taking advantage of robust, off-the-shelf API management platforms. There are 77 performance metrics that we can provide via REST API over IP connections.

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Event Booking Software: Supporting Venue Management

Altexsoft

There’s a piece of technology that can take a part of this burden off your shoulders. The events industry is actively recovering after the painful pandemic collapse. Despite the emergence of virtual and hybrid event types, the number of both leisure and corporate in-person events is growing rapidly. What is venue management?

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RTLS in Warehouses: Boosting Efficiency with IoT-Based Systems

Altexsoft

An RTLS or real-time location system is an autonomous, IoT -based network of connected devices that enables tracking and identification of objects. Real-time tracking systems and advanced analytics software can optimize warehouse workflows. What is RTLS and which warehouse challenges does it address? Misplaced inventory and equipment.

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Automated Claims Processing: Using RPA and Machine Learning to Manage Insurance Claims

Altexsoft

To compete, insurance companies revolutionize the industry using AI, IoT, and big data. Customer satisfaction score (CSAT) and Net Promoter Score (NPS) are the most important metrics for any insurance company. Customer satisfaction score (CSAT) and Net Promoter Score (NPS) are the most important metrics for any insurance company.

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Fleet Maintenance Software: Technology Behind Preventive and Predictive Vehicle Servicing

Altexsoft

Taking good care of your fleet assets pays off by prolonging their lifecycle, increasing efficiency, and reducing the probability of failures. Prevention is better than cure. If you think vehicle breakdowns are inevitable, we got news for you. These risks and losses can – and have to! – be avoided with proactive maintenance.