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This article provides an in-depth analysis of large language models (LLMs) and their capabilities, applications, and performance. It compares renowned OpenAI models with other noteworthy contenders such as LangChain, Anthropic, Cohere, and Google. It also examines each model in detail and provides examples and tutorials on how to use them within MindsDB.