AI & LLM’s

AI supported solutions

Challenges of introducing AI supported solutions to businesses

AI & LLM's /

Augmented Intelligence (AI) offers incredible opportunities for businesses. Yet, they are met with several challenges while implementing of AI supported solutions. Here, we dissect the main hurdles. Moreover, we provide the prerequisites needed to successfully integrate AI within a business context. Challenges even before we begin Firstly, data availability poses a formidable challenge. Often, we […]

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RAG Retrieval-Augmented Generation

RAG: Enriching Language Models with Information Retrieval

AI & LLM's /

Retrieval Augmented Generation (RAG) is an innovative methodology. It merges language modeling with document-searching methods. Also, it extends the traditional ways of language models. It does this by employing a generative language model. The model looks into a vast corpus of documents for pertinent information. This process happens before generating a response. In essence, RAG

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Advanced productivity tools - Excel VBA quality of a dataset

Quality of a dataset and the success of AI-powered App

AI & LLM's /

The quality of a dataset used to train large language models stands at the heart of their performance. It’s a crucial aspect, often associated with the saying “Garbage in, garbage out.” This essentially means that poor-quality training data culminates in less effective models. For large language models, the dataset is similar to their nourishment. High-quality

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