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title
Incremental Markdown Editing with Version Control - Venice.ai
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**Goal:** Enable targeted AI edits to markdown files without overwriting manual changes, with version tracking. **Core Features:** - **Section-Specific AI Editing:** Use markers (e.g., `#section-id`) in markdown to let AI rewrite only specified parts (e.g., "Revise the 'Methods' section"). - **Version Control:** Auto-save snapshots after each edit (AI or manual), with diffs and rollback for any section. - **Efficiency:** Only regenerate targeted sections, preserving unchanged content. **Benefits:** - Faster iterations by editing fragments, not entire documents. - Audit changes with version history; revert/merge selectively. - Maintain formatting and manual edits alongside AI updates. **Example:** 1. Create a markdown file with `#abstract` and `#conclusion` sections. 2. Use an AI prompt to rewrite `#abstract` without affecting `#conclusion`. 3. View diffs and restore prior versions of specific sections. **Technical Notes:** - Store versions client-side (aligns with Venice’...
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