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Paul Gauthier 2023-10-20 11:45:48 -07:00
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@ -20,13 +20,15 @@ GPT-4 is actually great at making the code changes (3),
once you tell it which files need to be changed (1) once you tell it which files need to be changed (1)
and show it how they fit into the rest of the codebase (2). and show it how they fit into the rest of the codebase (2).
This article is going to focus on the problem of "code context" (2), where we need to: This article is going to focus on the problem of "code context" (2):
- Help GPT understand the overall codebase, so that it - We need to help GPT understand the overall codebase.
can decifer the meaning of code with complex dependencies and generate - This will help it understand the code it needs to change, which may depend on other parts of the codebase.
new code that respects and utilizes existing abstractions. - It will also help GPT write new code and modify the existing code in a way
- Convey all of this "code context" to GPT in an that respects and utilizes existing libraries, modules and abstractions
efficient manner that fits within GPT's context window. found elsewhere in the codebase.
- We must convey all of this "code context" to GPT in an
efficient manner that fits within the limited context window.
To address these issues, aider To address these issues, aider
sends GPT a **concise map of your whole git repository** sends GPT a **concise map of your whole git repository**