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sdk: gradio |
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--- |
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# LLM LSP |
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A proof of concept for intelligent document editing that works like humans do - scan, jump, edit. |
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## The Idea |
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Instead of making AI read entire documents, we let it: |
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1. Scan headers to find location (like grep) |
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2. Jump to right section (like sed) |
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3. Make targeted changes |
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4. Put it back (like cat) |
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## Quick Start |
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```python |
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pip install -r requirements.txt # openai, gradio |
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from lsp import LSP |
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editor = LSP(api_key="your-key") |
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editor.edit("doc.md", "add version warning") |
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``` |
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## How It Works |
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1. **Map Sections Fast** |
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```python |
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sections = find_sections("doc.md") # Uses grep-like scan |
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``` |
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2. **AI Picks Target** |
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```json |
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{ |
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"sections": {"## Setup": 10, "## Config": 50}, |
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"task": "add version warning", |
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"target": "## Setup at line 10" |
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} |
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``` |
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3. **Extract & Edit** |
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```python |
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content = extract_section(file, 10, 49) # Just that piece |
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new_content = ai.modify(content) # AI edits small part |
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``` |
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4. **Put It Back** |
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```python |
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replace_section(file, 10, 49, new_content) |
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``` |
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## Try It |
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```bash |
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python main.py # Launches Gradio UI |
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``` |
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## Status |
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- POC stage |
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- Works with markdown files |
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- Uses gpt-4o-mini |
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- Basic UI |
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## Limits |
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- One section at a time |
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- Just markdown for now |
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- No fancy error handling |
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- Will fuck up if sections aren't clear |
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## Next Steps? |
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- Handle multiple sections |
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- Better section detection |
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- More formats |
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- Whatever you need it to do |
