Retrieval Augmented Generation (RAG) enhances large language models by incorporating external knowledge sources, improving performance across various applications. Challenges include retrieving relevant knowledge, avoiding hallucinations, and integrating retrieval and generation components efficiently. Evaluation of RAG applications is crucial for trustworthiness, performance improvement, and r...
Amazon Translate offers fast, scalable language translation for enterprises, supporting 75 languages and 5,550 language pairs. Implementing a translation cache with Amazon DynamoDB can significantly reduce costs by reusing cached translations instead of paying for new ones.
Summary: Communicate with stakeholders to set analysis goals, align expectations, and develop research questions for effective exploratory data analysis. Identify knowns and unknowns to build a strong foundation for your analysis process.
NVIDIA AI Workbench simplifies generative AI development with RAG applications, enabling customized models and seamless collaboration. The free tool streamlines setup and offers ease of collaboration across platforms for data scientists and developers.
Africa's potential in AI and green jobs shines, but global support is crucial, says Prof Patrick Verkooijen, new Chancellor of University of Nairobi. With vast natural resources and a young population, Africa's promise is undeniable as it heads towards being home to one in four people globally by 2050.
Travel companies are integrating generative AI for virtual travel agents, enhancing customer experiences with personalized recommendations and efficient booking processes. Guardrails for Amazon Bedrock offer robust safeguards to mitigate risks and enable safe deployment of generative AI technologies, providing industry-leading safety protection and customization options for responsible AI pract...
AI-powered blood test predicts Parkinson's 7 years early, improving treatment research. Test could be available in NHS labs in 2 years.
Proton, the secure email suite, transitions to a nonprofit foundation led by CEO Andy Yen. Foundation includes Sir Tim Berners-Lee, aims to prioritize people over profits.
McDonald’s ends AI chatbot drive-thru test after wrong order viral videos raise concerns. Over 100 US locations to remove automated order systems.
Automating resource management in large language model training optimizes efficiency, enabling focus on experimentation and innovation. AWS Trainium and AWS Batch integration offers scalable, cost-effective deep learning training with streamlined orchestration.
Explaining data normalization and encoding for machine learning algorithms, including Euclidean distance computation. Demonstrates manual and programmatic methods, showcasing a general normalize-and-encode program in C#.
AI is transforming drug discovery by helping scientists find cost-efficient molecules with desired properties. MIT's SPARROW algorithm streamlines synthesis planning, optimizing costs and experimental steps for new medicines, agrichemicals, and specialized materials.
Businesses can modernize document handling with intelligent automation on AWS, optimizing workflows and enhancing accuracy. AI can revolutionize financial processes by automatically extracting data from emails, reducing costs and improving efficiency.
Runway introduces Gen-3 Alpha AI video synthesis model, rivaling OpenAI's Sora in quality and generating 10-second clips with improved consistency. Despite budget constraints, Runway impresses with visually stunning video creations from text prompts, showcasing significant advancements in visual fidelity.
Name entity recognition (NER) extracts entities from text, traditionally requiring fine-tuning. New large language models enable zero-shot NER, like Amazon Bedrock's LLMs, revolutionizing entity extraction.