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Sync PageIndex Flash from private branch (#380)

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Ray
2026-08-03 04:28:14 +08:00
committed by GitHub
parent d409566464
commit 03cf0fa0ef
1 changed files with 3 additions and 8 deletions
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pageindex/flash/README.md
+3 -8
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@@ -11,9 +11,7 @@ an LLM.
```python
from pageindex.flash import page_index_flash
tree = page_index_flash("paper.pdf") # with node summaries
tree = page_index_flash("paper.pdf", summary=False) # tree structure only, no LLM
tree = page_index_flash("paper.pdf", optimize=True) # with node summaries + refined tree
tree = page_index_flash("paper.pdf")
```
Takes a file path or an `io.BytesIO` stream and returns the tree as a dict.
@@ -23,7 +21,7 @@ Summaries are on by default and need an LLM API key.
```bash
python3 run_pageindex.py --pdf_path document.pdf --flash
python3 run_pageindex.py --pdf_path document.pdf --flash --optimize
python3 run_pageindex.py --pdf_path document.pdf --flash --optimize # refined tree for retrieval
```
Writes the tree to `results/<name>_structure_flash.json`.
@@ -42,7 +40,7 @@ Writes the tree to `results/<name>_structure_flash.json`.
"end_index": int,
"summary": str,
"key_items": [str], # optimize only: titles of subsections merged away
"nodes": [...], # absent on leaves
"nodes": [...],
}
],
}
@@ -66,6 +64,3 @@ outline, merge, LLM expand, then a summary for every node.
| 9/11 Commission Report | 585 | 720,624 | 200,202 |
| Pattern Recognition and Machine Learning | 758 | 857,983 | 277,675 |
| Machine Learning: A Probabilistic Perspective | 1,098 | 1,587,265 | 646,958 |
| **Total** | **2,985** | **3,751,599** | **1,392,588** |
Measured with `gpt-5.6-luna`.