



Unstructured data is unfiltered information to which a fixed editing policy is not applied. It is often referred to as raw data. Common examples are internet logs, XML, JSON, text documents, images, videos and audio files. Unstructured data is searched and analyzed to extract useful facts. Up to 80% of enterprise data is unstructured. This means that it is the type of big data that is most visible to many people. The size of unstructured data requires scalable analytics to generate insights. Unstructured data is present in most, but not all, data lakes due to low storage costs.
SearchGPT is a technology offered by OpenAI to improve artificial intelligence-powered search and information discovery processes. Going beyond traditional search engines, SearchGPT combines natural language processing (NLP) and advanced language models to provide more accurate, meaningful, and context-appropriate answers to users' questions.
Tongyi Qianwen is an artificial intelligence-powered language model developed by Alibaba, one of China's largest technology companies. Created with inspiration from major language models such as GPT (Generative Pre-trained Transformer), Tongyi Qianwen has a strong capacity for language processing and text production, especially in the Chinese language.
Automated machine learning, called AutoML (Automated Machine Learning) in the field of artificial intelligence and machine learning, describes integrated software platforms for the creation, training and optimization of a machine learning model.
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