AWS. what’s new features launched in 2024

AWS re: invent provides many important updates on cloud technology, AI and infrastructure advancement and supporting Amazon’s leadership in the industry. Let’s overview what was comes in 2024,

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Amazon Nova:

Amazon Nova is a large family Language Model, it is one of the component of re: Invent 2024. It is designed to work assistant with Amazon Bedrock. This model is divided into different models:

• Nova Micro
• Nova Lite
• Nova Pro
• Nova Premier (Coming soon)
• Nova Canvas
• Nova Reel

If you want to know Nova in details Click Here.

Bedrock:

Bedrock include several updates to modifying Ai workflow:

• Prompt Caching: It reduce latency and cost by storing more used prompts for 5 minutes duration. It is ideal for situations like consistent usage context like documental Q&A or coding.
• Intelligent Prompt Routing: It has ability to automatically select the best model depended on task and also optimized for both cost and performance.
• Latency Optimization: It speeds Ai response time without taking additional configuration.
• Model Distillation: It enables business to train small, it is faster model from large ones. It also reduce cost by 75% while retaining 98% of accuracy for many tasks like Retrieval Augmented Generation.

 It also support GraphRAG. It is a features that combine relationships in knowledge bases and improve the quality and accuracy of generated outputs.

Sage Maker:

AWS Sagemaker is an Amazon Machine Learning Platform that introduces new features like:

• Unified Studio: It is a one-stop environment for data to build, train and apply on AI Models.
• HyperPod Training: It minimize training time for complex AI models by distributed work load.
• Lakehouse Integration: It supports large scale data analytics that makes it easier to train AI model on data sources like Amazon S3 and Redshift.

Ai for Business:

Amazon publish tools to integrate Ai more integrated into business:

• Amazon Q: It is an AI powered insight for business applications also include automation features that reduce manual workloads. For example, schedule reports, automatic quarries and workflow integrated Bedrock model.
• Kendra Generative AI index: It is a managed system that combines with Bedrock and connects to 43 data sources. It also improves data by combing RAG techniques with Bedrock generative AI capabilities.

Enhanced Security:

AWS, now increased their security by including toxicity detection in both text and images that makes sure that Ai generative text is safe and secure.

Theme and Vision:

AWS is a leader company in the word, and they understands this responsibility. Therefore, they focused on scaling response, simplifying complexity and enabling innovation. Dr. Swami Sivasubramanian highlights how AI and cloud computing are becomes essential tools for modern problems.

Conclusion:

Overall, AWS in 2024 present many useful features in AI modes, cloud computing and infrastructure innovations. Bedrock Ai Chatbot may compete with other like OpenAI’s ChatGPT or GPT-4 and Google’s Brad (Now known as Gemini). This year becomes a significant for AI technology. We see this year many upgrades in cloud computing and computer technologies.