The Retrieval Augmented Generation (RAG) technique is gaining significant attention. RAG combines the retrieval of information from external sources with the capabilities of a Large Language Model (LLM) to create new, relevant, and informative sentences. This technique is typically applied in systems utilizing LLM models and Vector Databases.
In this digital era, data has become a valuable asset for organizations. Effectively processing and analyzing data is key to unlocking valuable insights and driving smart decision-making. AWS Glue emerges as a comprehensive solution to help you manage and analyze your data easily and efficiently.
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A data practitioner really needs to master various skills to complete the data analysis process effectively and efficiently. For this, various tools are needed with their respective functions. One of the tools most frequently used by data practitioners is Pandas, which is used in the Python programming language.