Meet GAIA: Your Generative Artificial Intelligence Assistant

Companies that want to stay ahead of the curve these days must embrace new technologies that expand their capabilities. Among these innovations, artificial intelligence and machine learning offer advanced solutions that open up new opportunities to tackle complex challenges, more effectively.

Within this framework PRAXI has developed a service in line with market needs, a customizable software that uses AI to empower strategic business decisions: GAIA – Generative Artificial Intelligence Assistant.

Artificial intelligence models

Large Language Models (LLMs) and Retrieval Augmented Generation (RAG) systems are the most leveraged models for enhancing business operations by improving information access, retrieval and utilization. By adopting these technologies, enterprises can avoid falling behind and be more agile.

Large Language Models (LLMs) are advanced systems trained on vast data sets to understand and respond to queries, but their responses are statistically generated and require expensive and infrequent updates.

Retrieval-Augmented Generation (RAG) solves this limitation by enabling LLMs to provide more complete answers through targeted integration of information without retraining the entire model.

The operation of GAIA

GAIA, thegenerative artificial intelligence assistant developed by PRAXI Informatica, enables informed and strategic decision-making from corporate document repositories.

In an initial “document ingestion” phase, the solution is fed with content from business documents, which are continuously captured and indexed to ensure up-to-date searches.

When the user asks the system a question, in natural language, GAIA identifies and extracts from the documents the most relevant passages based on the context. These passages are then passed to an advanced language model that creates a complete and coherent answer. The answer is formulated in seconds and allows, if desired, access to the source ensuring transparency in the process.

To respond more fully and contextually to users’ questions, GAIA can also use data from not only the company’s document repositories but, via a simple button, also access external sources.

The system is designed to ensure a high level of data protection and privacy: business documents remain secure and are not exposed externally, offering answers without compromising confidentiality.

GAIA is designed as a fully customizable solution, capable of adapting perfectly to the specifics of each company.

To learn more about how to integrate the generative artificial intelligence assistant into your company, contact us at communications@praxi.praxi.