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22 November 2023
This article is a tutorial on integrating LangChain, a Python library, with vector databases to create sophisticated AI applications. It's designed for individuals with basic Python and AI knowledge. Retrieval-Augmented Generation (RAG) is a hybrid AI model that combines neural language models with a retrieval system to enhance the generation of text. It retrieves relevant documents from a database and integrates this information into the language generation process. The tutorial covers building a RAG system…
Read more6 November 2023
In the ever-evolving landscape of technology, database modernization has emerged as a cornerstone for businesses seeking to maintain a competitive edge. The financial services and fintech sectors, along with healthcare and other data-intensive industries, find themselves at a crucial juncture. They are under relentless competitive pressure to innovate and improve their services. However, the weight of legacy systems becomes a formidable challenge, anchoring these industries to outdated processes that struggle to meet new demands. This…
Read more22 October 2023
Data auditing is a comprehensive examination of data infrastructure in one’s company. It’s a process designed to provide better data quality which in turn is supposed to improve analytical operations inside the organization. While it might sound complicated (the word audit isn’t a particularly friendly term) data is of key importance when running a business and data auditing aims for stronger analytics and therefore better performance altogether. THE PROCESS The audit begins with a dialogue…
Read more19 September 2023
Understanding it’s more than just a minor trend, we have dived into AI in 2021. We have established a sizable team of experienced artificial intelligence specialists, dedicated to data management and analytics. That led us to obtain the capability to transform complex and challenging business ideas into efficient solutions. Generative AI has inspired us to work on even more unique business AI-based products that will be used commercially in the next couple of months. GenerativeAI…
Read more7 September 2023
It’s hard to call ChatGPT a novelty, because of its massive success and many active users, but that’s exactly why someone finally asked what’s going to happen to the model, once it’s going to use content that has already been generated by the model’s users. Or, to put it simply, can it collapse because of that? Large Language Models can be trained both ways - on human-generated data or machine-generated data. Ideally, when they are…
Read more29 August 2023
Because of the growing interest in GenerativeAI and having in mind business opportunities we have asked some tech professionals how are they navigating the implementation of the above-mentioned GenerativeAI in their companies. Why make a survey? There are more than plenty of blogs, lists, and articles on how AI is going to change any given business (and we truly believe it’s going to). That however doesn’t provide any answers on how current IT professionals are…
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