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feat: Add ColQwen multimodal PDF retrieval integration

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aakash
2025-12-19 13:54:38 -08:00
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docs/COLQWEN_GUIDE.md
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@@ -60,20 +60,6 @@ python -m apps.colqwen_rag ask my_index --interactive
- `help`: Show available commands
- `quit`/`exit`/`q`: Exit interactive mode
## 🧪 Test & Reproduce Results
Run the reproduction test for issue #119:
```bash
python test_colqwen_reproduction.py
```
This will:
1. ✅ Check dependencies
2. 📥 Download sample PDF (Attention Is All You Need paper)
3. 🏗️ Build test index
4. 🔍 Run sample queries
5. 📊 Show how to generate similarity maps
## 🎨 Advanced: Similarity Maps
For visual similarity analysis, use the existing advanced script: