Large Language Models and Vector Databases for News Recommendations

Making LLMs into production environments using Sentence Transformers and Qdrant

Large language models (LLMs) generated a global buzz in the machine learning community with recent releases of generative AI tools such as Chat-GPT, Bard, and others alike. One of the core ideas behind these solutions is to compute a numerical representation of unstructured data (such as texts and images) and find similarities between these representations.

However, taking all of these concepts into a production …

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