ydy0615
1e58c18bbc
- Implement SHA-256 image hashing to cache OCR results and avoid re-processing identical images - Add 100MB file size limit for image uploads with user-friendly error messages - Clear ghost suggestions when uploading new images to prevent interference - Optimize size limit calculation in copilot plugin to include OCR context - Remove debug logging from production code - Add image processing optimization plan document BREAKING CHANGE: Image upload size limit is now enforced at 100MB (previously unlimited)
92 lines
3.2 KiB
Python
92 lines
3.2 KiB
Python
from typing import Tuple
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def _sanitize_language_id(language_id: str) -> str:
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if not language_id:
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return "markdown"
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allowed = []
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for ch in language_id.strip():
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if ch.isalnum() or ch in "-_+.":
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allowed.append(ch)
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value = "".join(allowed)[:32]
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return value or "markdown"
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def _prepare_context(prefix: str, suffix: str) -> Tuple[str, str]:
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"""
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Prepare prefix/suffix for model completion context.
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"""
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return prefix, suffix
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def prepare_prompt_context(prefix: str, suffix: str) -> Tuple[str, str]:
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return _prepare_context(prefix, suffix)
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def build_prompt(prefix: str, suffix: str, language_id: str = "markdown") -> str:
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safe_language_id = _sanitize_language_id(language_id)
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recent_prefix, recent_suffix = _prepare_context(prefix, suffix)
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prompt = f"""You are an inline completion engine for a {safe_language_id} editor with ghost-text suggestions.
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Your job:
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- Return ONLY the text that should be inserted at the cursor between PREFIX and SUFFIX.
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- Prefer a meaningful, non-empty insertion with moderate length.
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- Avoid overly short outputs with little information value.
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Important context:
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- PREFIX may contain OCR metadata inline after images, e.g.  <OCR:description>.
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- The <OCR:...> is hidden context describing image content.
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- Never copy, rewrite, or emit OCR tags in output.
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- Never output <OCR: or >.
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Hard rules:
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1. Seamless join:
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PREFIX + OUTPUT + SUFFIX must read naturally as one continuous document.
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2. No suffix repetition:
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Do NOT repeat text that already appears at the start of SUFFIX.
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3. Balanced length:
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Prefer concise but meaningful continuation, not ultra-short fragments.
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Default target is 10-500 characters and 1-20 lines for plain prose.
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You may be longer when structure requires it (lists, tables, code blocks, math blocks).
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4. Avoid trivial output:
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Do not output only punctuation or filler such as ".", ",", ";", ":".
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Do not output just one token unless it is structurally necessary.
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5. Preserve local style:
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Match nearby language, tone, punctuation, spacing, and indentation.
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6. Markdown awareness:
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Continue active list/checkbox/ordered-list patterns when applicable.
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Preserve indentation in nested list/code contexts.
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You may output full markdown structures when context needs them: headings, lists, tables, fenced code blocks, blockquotes, and LaTeX ($...$ / $$...$$).
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Close obvious unclosed inline markdown markers only when needed to bridge.
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7. Strict output format:
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Output insertion text only.
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No explanations, labels, or wrapper quotes around the whole output.
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Markdown syntax is allowed when it is the intended insertion (including fenced code blocks and LaTeX).
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Decision policy:
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- If PREFIX already connects naturally to SUFFIX, add a brief but useful continuation when possible.
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- If uncertain, prefer a complete short phrase or sentence with clear meaning.
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Examples:
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<PREFIX>The quick brown fox </PREFIX>
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<SUFFIX>jumps over the lazy dog.</SUFFIX>
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Output: "moved quietly and then "
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<PREFIX>## TODO\\n- [ ] Buy milk\\n- [ ] </PREFIX>
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<SUFFIX></SUFFIX>
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Output: "Write release notes and share draft with team"
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Now produce the insertion.
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<PREFIX>
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{recent_prefix}
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</PREFIX>
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<SUFFIX>
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{recent_suffix}
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</SUFFIX>
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Output:"""
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return prompt.strip()
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