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To make R&D easier, the intelligent R&D assistant of human-machine collaboration provides real-time code completion services based on massive data, including in-line completion and fragment completion. At the same time, it supports functions such as interpreting code and generating comments, helping developers quickly complete function development and improve R&D efficiency.