9 posts found
SLM, LLM, RAG and Fine-tuning: Pillars of Modern Generative AI
In the fast-paced world of Generative Artificial Intelligence (AI), there are several concepts that have become fundamental to understanding and harnessing the potential of this technology. Today we focus on four: Small Language Models(SLM), Large Language Models(LLM), Retrieval Augmented Generation…
Open data and generative AI: synergies and use cases
Artificial intelligence (AI) is revolutionising the way we create and consume content. From automating repetitive tasks to personalising experiences, AI offers tools that are changing the landscape of marketing, communication and creativity.
These artificial intelligences need to be trained wi…
RAG techniques: how they work and examples of use cases
In recent months we have seen how the large language models (LLMs ) that enable Generative Artificial Intelligence (GenAI) applications have been improving in terms of accuracy and reliability. RAG (Retrieval Augmented Generation) techniques have allowed us to use the full power of n…
GRAPH QL. Your best ally for the creation of data products.
The era of digitalisation in which we find ourselves has filled our daily lives with data products or data-driven products. In this post we discover what they are and show you one of the key data technologies to design and build this kind of products: GraphQL.
Introduction
Let's start at the beginni…
RAG - Retrieval Augmented Generation: The key that unlocks the door to precision language models
Teaching computers to understand how humans speak and write is a long-standing challenge in the field of artificial intelligence, known as natural language processing (NLP). However, in the last two years or so, we have seen the fall of this old stronghold with the advent of large language models (L…
The Spatial Data Infrastructure of Spain (IDEE), a benchmark for geospatial information
Throughout history, geospatial data have allowed humankind to better understand its environment. When we talk about geographic or spatial data, we refer to data "that implicitly or explicitly refer to a location relative to the Earth", according to the Spanish Standard UNE 148004:2018. Generally, th…
The search engine Linknovate and the virtual library Biblioteca Virtual Cervantes, Aporta Awards 2017
The innovative search engine Linknovate and the virtual library Biblioteca Virtual Miguel de Cervantes have been the two winning projects of the first edition of the Aporta Awards 2017. An initiative promoted by the Secretary of State for the Information Society, Red.es and the General Secretariat o…
Is innovation in the provision of services and public procurement an opportunity to boost of open data?
The public procurement reform that has taken place in Europe has incorporated innovation as a new public policy that must be promoted through contractual tools. Although innovation can be understood as a concept that is difficult to pinpoint, the Directive 2014/24 / EU has incorporated a legal defin…
The deadline for submitting innovative projects developed with public data to the Aporta Awards, in the final stretch
On 12 September, the deadline ends for companies and entities that have developed projects with public data to submit their projects in the first Aporta Awards in 2017. These awards are focused on divulging and recognising professionals who have opted for reusing open data and innovation as a drivin…
