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Auto switch to gpt-4-vision-preview if image files added to context
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parent
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7 changed files with 128 additions and 11 deletions
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@ -10,6 +10,8 @@ from aider import prompts, voice
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from .dump import dump # noqa: F401
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#NOTE currently duplicated in io.py and base_coder.py
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IMAGE_EXTENSIONS = {'.png', '.jpg', '.jpeg', '.gif', '.bmp', '.tiff', '.webp'}
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class Commands:
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voice = None
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@ -138,9 +140,13 @@ class Commands:
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for fname in self.coder.abs_fnames:
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relative_fname = self.coder.get_rel_fname(fname)
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content = self.io.read_text(fname)
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# approximate
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content = f"{relative_fname}\n```\n" + content + "```\n"
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tokens = self.coder.main_model.token_count(content)
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if any(relative_fname.endswith(ext) for ext in IMAGE_EXTENSIONS):
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# If the file is an image, use the token_count_for_image method
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tokens = self.coder.main_model.token_count_for_image(fname)
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else:
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# approximate
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content = f"{relative_fname}\n```\n" + content + "```\n"
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tokens = self.coder.main_model.token_count(content)
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res.append((tokens, f"{relative_fname}", "use /drop to drop from chat"))
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self.io.tool_output("Approximate context window usage, in tokens:")
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@ -167,7 +173,9 @@ class Commands:
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self.io.tool_output("=" * (width + cost_width + 1))
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self.io.tool_output(f"${total_cost:5.2f} {fmt(total)} tokens total")
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limit = self.coder.main_model.max_context_tokens
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# Check if any images are in the chat and override the max context window size if so
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image_in_chat = any(relative_fname.endswith(ext) for ext in IMAGE_EXTENSIONS for relative_fname in self.coder.get_inchat_relative_files())
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limit = 4096 if image_in_chat else self.coder.main_model.max_context_tokens
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remaining = limit - total
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if remaining > 1024:
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self.io.tool_output(f"{cost_pad}{fmt(remaining)} tokens remaining in context window")
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