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Paul Gauthier 2023-05-22 15:56:20 -07:00
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# Improving GPT-4's codebase understanding with ctags # Improving GPT-4's codebase understanding with ctags
GPT-4 is extremely useful for "self-contained" coding tasks, GPT-4 is extremely useful for "self-contained" coding tasks,
like generating new code or modifying a pure function without dependencies. like generating brand new code or modifying a pure function without dependencies.
But it's difficult to use GPT-4 to modify code with dependencies But it's difficult to use GPT-4 to modify or extend
that are scattered across many files of a codebase. a complex pre-existing codebase, which has many dependencies
To modify such code, GPT needs to see all of these dependencies. between different parts of the system.
To modify such code, GPT needs to understand all of these dependencies.
And depending on the assigned coding task, it may not be obvious And depending on the assigned coding task, it may not be obvious
how to even determine which parts of the repo are relevent a priori. how to even determine which parts of the repo are relevent to the task.
Further, all of this context needs to fit within GPT-4's 8k-token Further, assuming we can identify the correct context, it still
needs to fit within GPT-4's 8k-token
context window. context window.
To address this issue, `aider` has To address this issue, `aider` has