AWS Machine Learning - AI

MARCH 28, 2024

These generative AI applications are not only used to automate existing business processes, but also have the ability to transform the experience for customers using these applications. Mixtral-8x7B uses an MoE architecture. This approach enables the efficient training and deployment of larger models compared to traditional architectures.

Artificial Inteligence 109

Artificial Inteligence Generative AI AWS Load Balancer 109

AWS Machine Learning - AI

JANUARY 12, 2024

Enterprises have access to massive amounts of data, much of which is difficult to discover because the data is unstructured. Conventional approaches to analyzing unstructured data use keyword or synonym matching. They don’t capture the full context of a document, making them less effective in dealing with unstructured data.

Applications 111

Applications Artificial Inteligence Sustainability Technical Review 111

AWS Machine Learning - AI

NOVEMBER 20, 2023

Retrieval Augmented Generation (RAG) allows you to provide a large language model (LLM) with access to data from external knowledge sources such as repositories, databases, and APIs without the need to fine-tune it. When a user asks a question, it searches the vector database and retrieves documents that are most similar to the user’s query.

Artificial Inteligence 94

Artificial Inteligence AWS Software Review Machine Learning 94

O'Reilly Media - Ideas

MARCH 1, 2023

In 2021, we saw that GPT-3 could write stories and even help people write software ; in 2022, ChatGPT showed that you can have conversations with an AI. Now developers are using AI to write software. Our data shows us what O’Reilly’s 2.8 A lot has happened in the past year. What’s real, and what isn’t? What does that mean?

Trends 136

Trends Technical Review Technology Software Review 136