how does zhipuais ai platform, including its cognitive large model and codegeex programming assistant, improve productivity for developers and businesses, and what specific challenges might users face when adopting these technologies?

zhipuai's platform offers a suite of powerful ai tools, including the zhipu qingyan conversational model and codegeex, a free ai assistant designed to help developers by generating large volumes of code daily. these tools can significantly improve productivity by automating tasks that would otherwise take considerable time and effort, allowing developers to focus on higher-level problem solving. the cognitive large model provides advanced question-answering and conversation abilities, helping businesses create more intelligent ai-driven applications. however, users may face challenges such as integrating these tools with existing systems, ensuring data privacy, and adapting to the technology's capabilities. what steps can developers take to overcome these challenges and make the most of these ai tools? how might smaller businesses with limited technical expertise benefit from using these platforms?

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