fix: Aug 18-19 review hardening — five max-effort rounds across tools, chat, and flash#413

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Merged
rejojer merged 1 commit into from
Aug 19, 2026
Merged

fix: Aug 18-19 review hardening — five max-effort rounds across tools, chat, and flash #413

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3 changes: 3 additions & 0 deletions .github/workflows/tests.yml
View file
Open in desktop
Original file line numberDiff line numberDiff line change
Expand Up@@ -30,6 +30,9 @@ jobs:
python-version: ${{ matrix.python-version }}
cache: pip
- run: pip install -r requirements.txt pytest
- if: matrix.agent-frameworks == 'without'
# requirements.txt carries it; this leg tests the no-framework paths
run: pip uninstall -y openai-agents
- if: matrix.agent-frameworks == 'with'
run: pip install openai-agents claude-agent-sdk anthropic
- run: python -m pytest -q
1 change: 0 additions & 1 deletion .gitignore
View file
Open in desktop
Original file line numberDiff line numberDiff line change
Expand Up@@ -6,4 +6,3 @@ __pycache__
logs/
.pageindex/
dist/
*.doc_id
2 changes: 1 addition & 1 deletion README.md
View file
Open in desktop
Original file line numberDiff line numberDiff line change
Expand Up@@ -173,7 +173,7 @@ python3 run_pageindex.py --pdf_path /path/to/your/document.pdf
<details>
<summary>Optional parameters</summary>
<br>
You can customize the processing with additional optional arguments (the structure-tuning flags below require <code>--mode standard</code>):
You can customize the processing with additional optional arguments (the structure-tuning flags from <code>--toc-check-pages</code> down require <code>--mode standard</code>):

```
--mode Processing mode: flash (default) or standard
Expand Down
23 changes: 4 additions & 19 deletions examples/agentic_vectorless_rag_demo.py
View file
Open in desktop
Original file line numberDiff line numberDiff line change
Expand Up@@ -32,14 +32,13 @@
from agents.stream_events import RawResponsesStreamEvent, RunItemStreamEvent
from openai.types.responses import ResponseTextDeltaEvent, ResponseReasoningSummaryTextDeltaEvent

from pageindex import PageIndexAPIError, PageIndexLocalClient
from pageindex import PageIndexLocalClient
import pageindex.utils as utils

PDF_URL = "https://arxiv.org/pdf/2603.15031"

_EXAMPLES_DIR = Path(__file__).parent
PDF_PATH = _EXAMPLES_DIR / "documents" / "attention-residuals.pdf"
DOC_ID_PATH = _EXAMPLES_DIR / "documents" / "attention-residuals.doc_id"
STORAGE_PATH = _EXAMPLES_DIR / ".pageindex"


Expand DownExpand Up@@ -127,27 +126,13 @@ async def _run():
print("=" * 60)
print("Step 1: Index PDF and view tree structure")
print("=" * 60)
doc_id = None
if DOC_ID_PATH.exists():
cached = DOC_ID_PATH.read_text().strip()
try:
client.get_document(cached)
doc_id = cached
except PageIndexAPIError:
DOC_ID_PATH.unlink()
if doc_id is None:
# The .doc_id cache is gitignored — on a fresh clone with an
# existing store, find the already-indexed copy by name instead of
# re-indexing it.
doc_id = next(
(doc["id"] for doc in client.list_documents(limit=100)["documents"]
if doc["name"] == PDF_PATH.name), None)
doc_id = next(
(doc["id"] for doc in client.list_documents(limit=100)["documents"]
if doc["name"] == PDF_PATH.name), None)
if doc_id:
DOC_ID_PATH.write_text(doc_id)
print(f"\nLoaded cached doc_id: {doc_id}")
else:
doc_id = client.submit_document(str(PDF_PATH), wait=True)["doc_id"]
DOC_ID_PATH.write_text(doc_id)
print(f"\nIndexed. doc_id: {doc_id}")
print("\nTree Structure (top-level sections):")
structure = client.get_tree(doc_id, node_summary=True)["result"]
Expand Down
20 changes: 3 additions & 17 deletions pageindex/__init__.py
View file
Open in desktop
Original file line numberDiff line numberDiff line change
@@ -1,11 +1,6 @@
"""PageIndex SDK."""
import os as _os
from typing import TYPE_CHECKING as _TYPE_CHECKING

# LiteLLM's import otherwise fetches its model map over the network — seconds
# of blocking (or a hang offline). setdefault, so an explicit user choice wins.
_os.environ.setdefault("LITELLM_LOCAL_MODEL_COST_MAP", "True")

from .client import PageIndexClient, PageIndexCloudClient, PageIndexLocalClient
from .errors import PageIndexAPIError

Expand All@@ -23,8 +18,6 @@
]

_LAZY = {
"page_index": ".page_index_classic",
"page_index_main": ".page_index_classic",
"page_index_flash": ".flash",
"optimize_tree": ".tree_optimize",
"md_to_tree": ".page_index_md",
Expand All@@ -34,25 +27,18 @@
"mcp_bridge", "page_index_classic", "page_index_md",
"tree_optimize", "utils"}


def __getattr__(name):
if name.startswith("_"):
# Dunder probes (copy, pickle, inspect) are the frequent unknown
# names — they must not trigger the classic import below.
raise AttributeError(f"module {__name__!r} has no attribute {name!r}")
import importlib
if name in _SUBMODULES:
return importlib.import_module(f".{name}", __name__)
# Pre-0.2.10 compat: unknown names fall through to the classic module,
# whose public surface (ConfigLoader, count_tokens, ...) resolved as
# package attributes. A non-underscore typo pays one classic import
# before its AttributeError — not worth an allowlist.
module = importlib.import_module(_LAZY.get(name, ".page_index_classic"),
__name__)
module = importlib.import_module(_LAZY.get(name, ".page_index_classic"), __name__)
try:
value = getattr(module, name)
except AttributeError:
raise AttributeError(
f"module {__name__!r} has no attribute {name!r}") from None
raise AttributeError(f"module {__name__!r} has no attribute {name!r}") from None
globals()[name] = value
return value

Expand Down
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function addCopyButtons() {
document.querySelectorAll('pre code').forEach(function(codeBlock) {
if (codeBlock.parentElement.hasAttribute('data-copy-added')) return;
codeBlock.parentElement.setAttribute('data-copy-added', 'true');
var btn = document.createElement('button');
btn.textContent = 'Copy';
btn.style.cssText = 'position:absolute;top:4px;right:4px;padding:2px 8px;font-size:11px;background:#4ecdc4;border:none;border-radius:4px;color:#1a1a2e;cursor:pointer;opacity:0.7;transition:opacity 0.2s;';
btn.onmouseover = function() { this.style.opacity = '1'; };
btn.onmouseout = function() { this.style.opacity = '0.7'; };
btn.onclick = function() {
navigator.clipboard.writeText(codeBlock.textContent).then(function() {
btn.textContent = 'Copied!';
setTimeout(function() { btn.textContent = 'Copy'; }, 1500);
});
};
codeBlock.parentElement.style.position = 'relative';
codeBlock.parentElement.appendChild(btn);
});
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addCopyButtons();
// Re-run on dynamic content
var observer = new MutationObserver(addCopyButtons);
observer.observe(document.body, { childList: true, subtree: true });
})();
}
} catch(__e) { console.warn('[Userscript:Add Copy Buttons to Code Blocks]', __e); }
})();
(function(){
try {
var __m = "github.com";
var __re = new RegExp('^' + "github\\.com" + '

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fix: Aug 18-19 review hardening — five max-effort rounds across tools, chat, and flash#413

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 Merged

rejojer
merged 1 commit into

from

Aug 19, 2026
 Merged


fix: Aug 18-19 review hardening — five max-effort rounds across tools, chat, and flash
#413
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3 changes: 3 additions & 0 deletions
.github/workflows/tests.yml

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -30,6 +30,9 @@ jobs:
 python-version: ${{ matrix.python-version }}
 cache: pip
 - run: pip install -r requirements.txt pytest
 - if: matrix.agent-frameworks == 'without'
 # requirements.txt carries it; this leg tests the no-framework paths
 run: pip uninstall -y openai-agents
 - if: matrix.agent-frameworks == 'with'
 run: pip install openai-agents claude-agent-sdk anthropic
 - run: python -m pytest -q

1 change: 0 additions & 1 deletion
.gitignore

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -6,4 +6,3 @@ __pycache__
logs/
.pageindex/
dist/
*.doc_id

2 changes: 1 addition & 1 deletion
README.md

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -173,7 +173,7 @@ python3 run_pageindex.py --pdf_path /path/to/your/document.pdf
<details>
<summary>Optional parameters</summary>
<br>
You can customize the processing with additional optional arguments (the structure-tuning flags below require <code>--mode standard</code>):
You can customize the processing with additional optional arguments (the structure-tuning flags from <code>--toc-check-pages</code> down require <code>--mode standard</code>):

```
--mode Processing mode: flash (default) or standard
Expand Down

23 changes: 4 additions & 19 deletions
examples/agentic_vectorless_rag_demo.py

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -32,14 +32,13 @@
from agents.stream_events import RawResponsesStreamEvent, RunItemStreamEvent
from openai.types.responses import ResponseTextDeltaEvent, ResponseReasoningSummaryTextDeltaEvent

from pageindex import PageIndexAPIError, PageIndexLocalClient
from pageindex import PageIndexLocalClient
import pageindex.utils as utils

PDF_URL = "https://arxiv.org/pdf/2603.15031"

_EXAMPLES_DIR = Path(__file__).parent
PDF_PATH = _EXAMPLES_DIR / "documents" / "attention-residuals.pdf"
DOC_ID_PATH = _EXAMPLES_DIR / "documents" / "attention-residuals.doc_id"
STORAGE_PATH = _EXAMPLES_DIR / ".pageindex"


Expand DownExpand Up@@ -127,27 +126,13 @@ async def _run():
 print("=" * 60)
 print("Step 1: Index PDF and view tree structure")
 print("=" * 60)
 doc_id = None
 if DOC_ID_PATH.exists():
 cached = DOC_ID_PATH.read_text().strip()
 try:
 client.get_document(cached)
 doc_id = cached
 except PageIndexAPIError:
 DOC_ID_PATH.unlink()
 if doc_id is None:
 # The .doc_id cache is gitignored — on a fresh clone with an
 # existing store, find the already-indexed copy by name instead of
 # re-indexing it.
 doc_id = next(
 (doc["id"] for doc in client.list_documents(limit=100)["documents"]
 if doc["name"] == PDF_PATH.name), None)
 doc_id = next(
 (doc["id"] for doc in client.list_documents(limit=100)["documents"]
 if doc["name"] == PDF_PATH.name), None)
 if doc_id:
 DOC_ID_PATH.write_text(doc_id)
 print(f"\nLoaded cached doc_id: {doc_id}")
 else:
 doc_id = client.submit_document(str(PDF_PATH), wait=True)["doc_id"]
 DOC_ID_PATH.write_text(doc_id)
 print(f"\nIndexed. doc_id: {doc_id}")
 print("\nTree Structure (top-level sections):")
 structure = client.get_tree(doc_id, node_summary=True)["result"]
Expand Down

20 changes: 3 additions & 17 deletions
pageindex/__init__.py

View file


Open in desktop

Original file line numberDiff line numberDiff line change
@@ -1,11 +1,6 @@
"""PageIndex SDK."""
import os as _os
from typing import TYPE_CHECKING as _TYPE_CHECKING

# LiteLLM's import otherwise fetches its model map over the network — seconds
# of blocking (or a hang offline). setdefault, so an explicit user choice wins.
_os.environ.setdefault("LITELLM_LOCAL_MODEL_COST_MAP", "True")

from .client import PageIndexClient, PageIndexCloudClient, PageIndexLocalClient
from .errors import PageIndexAPIError

Expand All@@ -23,8 +18,6 @@
]

_LAZY = {
 "page_index": ".page_index_classic",
 "page_index_main": ".page_index_classic",
 "page_index_flash": ".flash",
 "optimize_tree": ".tree_optimize",
 "md_to_tree": ".page_index_md",
Expand All@@ -34,25 +27,18 @@
 "mcp_bridge", "page_index_classic", "page_index_md",
 "tree_optimize", "utils"}


def __getattr__(name):
 if name.startswith("_"):
 # Dunder probes (copy, pickle, inspect) are the frequent unknown
 # names — they must not trigger the classic import below.
 raise AttributeError(f"module {__name__!r} has no attribute {name!r}")
 import importlib
 if name in _SUBMODULES:
 return importlib.import_module(f".{name}", __name__)
 # Pre-0.2.10 compat: unknown names fall through to the classic module,
 # whose public surface (ConfigLoader, count_tokens, ...) resolved as
 # package attributes. A non-underscore typo pays one classic import
 # before its AttributeError — not worth an allowlist.
 module = importlib.import_module(_LAZY.get(name, ".page_index_classic"),
 __name__)
 module = importlib.import_module(_LAZY.get(name, ".page_index_classic"), __name__)
 try:
 value = getattr(module, name)
 except AttributeError:
 raise AttributeError(
 f"module {__name__!r} has no attribute {name!r}") from None
 raise AttributeError(f"module {__name__!r} has no attribute {name!r}") from None
 globals()[name] = value
 return value

Expand Down
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Loading

, 'i');
if (__m === '*' || __re.test(location.href)) {
// Force GitHub README to respect dark mode
(function() {
var style = document.createElement('style');
style.textContent = '
.markdown-body {
color-scheme: dark light;
}
.markdown-body pre { background: #161b22 !important; }
.markdown-body code { background: rgba(110, 118, 129, 0.4) !important; }
.markdown-body table th, .markdown-body table td { border-color: #30363d !important; }
.markdown-body img { background: #0d1117; }
.markdown-body blockquote { border-left-color: #8b949e; }
.markdown-body hr { border-color: #30363d; }
';
document.head.appendChild(style);
})();
}
} catch(__e) { console.warn('[Userscript:GitHub Dark Mode README Fix]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

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fix: Aug 18-19 review hardening — five max-effort rounds across tools, chat, and flash#413

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 Merged

rejojer
merged 1 commit into

from

Aug 19, 2026
 Merged


fix: Aug 18-19 review hardening — five max-effort rounds across tools, chat, and flash
#413
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3 changes: 3 additions & 0 deletions
.github/workflows/tests.yml

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -30,6 +30,9 @@ jobs:
 python-version: ${{ matrix.python-version }}
 cache: pip
 - run: pip install -r requirements.txt pytest
 - if: matrix.agent-frameworks == 'without'
 # requirements.txt carries it; this leg tests the no-framework paths
 run: pip uninstall -y openai-agents
 - if: matrix.agent-frameworks == 'with'
 run: pip install openai-agents claude-agent-sdk anthropic
 - run: python -m pytest -q

1 change: 0 additions & 1 deletion
.gitignore

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -6,4 +6,3 @@ __pycache__
logs/
.pageindex/
dist/
*.doc_id

2 changes: 1 addition & 1 deletion
README.md

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -173,7 +173,7 @@ python3 run_pageindex.py --pdf_path /path/to/your/document.pdf
<details>
<summary>Optional parameters</summary>
<br>
You can customize the processing with additional optional arguments (the structure-tuning flags below require <code>--mode standard</code>):
You can customize the processing with additional optional arguments (the structure-tuning flags from <code>--toc-check-pages</code> down require <code>--mode standard</code>):

```
--mode Processing mode: flash (default) or standard
Expand Down

23 changes: 4 additions & 19 deletions
examples/agentic_vectorless_rag_demo.py

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -32,14 +32,13 @@
from agents.stream_events import RawResponsesStreamEvent, RunItemStreamEvent
from openai.types.responses import ResponseTextDeltaEvent, ResponseReasoningSummaryTextDeltaEvent

from pageindex import PageIndexAPIError, PageIndexLocalClient
from pageindex import PageIndexLocalClient
import pageindex.utils as utils

PDF_URL = "https://arxiv.org/pdf/2603.15031"

_EXAMPLES_DIR = Path(__file__).parent
PDF_PATH = _EXAMPLES_DIR / "documents" / "attention-residuals.pdf"
DOC_ID_PATH = _EXAMPLES_DIR / "documents" / "attention-residuals.doc_id"
STORAGE_PATH = _EXAMPLES_DIR / ".pageindex"


Expand DownExpand Up@@ -127,27 +126,13 @@ async def _run():
 print("=" * 60)
 print("Step 1: Index PDF and view tree structure")
 print("=" * 60)
 doc_id = None
 if DOC_ID_PATH.exists():
 cached = DOC_ID_PATH.read_text().strip()
 try:
 client.get_document(cached)
 doc_id = cached
 except PageIndexAPIError:
 DOC_ID_PATH.unlink()
 if doc_id is None:
 # The .doc_id cache is gitignored — on a fresh clone with an
 # existing store, find the already-indexed copy by name instead of
 # re-indexing it.
 doc_id = next(
 (doc["id"] for doc in client.list_documents(limit=100)["documents"]
 if doc["name"] == PDF_PATH.name), None)
 doc_id = next(
 (doc["id"] for doc in client.list_documents(limit=100)["documents"]
 if doc["name"] == PDF_PATH.name), None)
 if doc_id:
 DOC_ID_PATH.write_text(doc_id)
 print(f"\nLoaded cached doc_id: {doc_id}")
 else:
 doc_id = client.submit_document(str(PDF_PATH), wait=True)["doc_id"]
 DOC_ID_PATH.write_text(doc_id)
 print(f"\nIndexed. doc_id: {doc_id}")
 print("\nTree Structure (top-level sections):")
 structure = client.get_tree(doc_id, node_summary=True)["result"]
Expand Down

20 changes: 3 additions & 17 deletions
pageindex/__init__.py

View file


Open in desktop

Original file line numberDiff line numberDiff line change
@@ -1,11 +1,6 @@
"""PageIndex SDK."""
import os as _os
from typing import TYPE_CHECKING as _TYPE_CHECKING

# LiteLLM's import otherwise fetches its model map over the network — seconds
# of blocking (or a hang offline). setdefault, so an explicit user choice wins.
_os.environ.setdefault("LITELLM_LOCAL_MODEL_COST_MAP", "True")

from .client import PageIndexClient, PageIndexCloudClient, PageIndexLocalClient
from .errors import PageIndexAPIError

Expand All@@ -23,8 +18,6 @@
]

_LAZY = {
 "page_index": ".page_index_classic",
 "page_index_main": ".page_index_classic",
 "page_index_flash": ".flash",
 "optimize_tree": ".tree_optimize",
 "md_to_tree": ".page_index_md",
Expand All@@ -34,25 +27,18 @@
 "mcp_bridge", "page_index_classic", "page_index_md",
 "tree_optimize", "utils"}


def __getattr__(name):
 if name.startswith("_"):
 # Dunder probes (copy, pickle, inspect) are the frequent unknown
 # names — they must not trigger the classic import below.
 raise AttributeError(f"module {__name__!r} has no attribute {name!r}")
 import importlib
 if name in _SUBMODULES:
 return importlib.import_module(f".{name}", __name__)
 # Pre-0.2.10 compat: unknown names fall through to the classic module,
 # whose public surface (ConfigLoader, count_tokens, ...) resolved as
 # package attributes. A non-underscore typo pays one classic import
 # before its AttributeError — not worth an allowlist.
 module = importlib.import_module(_LAZY.get(name, ".page_index_classic"),
 __name__)
 module = importlib.import_module(_LAZY.get(name, ".page_index_classic"), __name__)
 try:
 value = getattr(module, name)
 except AttributeError:
 raise AttributeError(
 f"module {__name__!r} has no attribute {name!r}") from None
 raise AttributeError(f"module {__name__!r} has no attribute {name!r}") from None
 globals()[name] = value
 return value

Expand Down
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, 'i');
if (__m === '*' || __re.test(location.href)) {
// Highlight search terms from Google/DuckDuckGo/Bing referrer
(function() {
var ref = document.referrer;
var terms = [];
if (ref.includes('google.com') || ref.includes('duckduckgo.com') || ref.includes('bing.com')) {
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var q = url.searchParams.get('q') || url.searchParams.get('p');
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var found = false;
terms.forEach(function(term) {
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span.className = 'userscript-highlight';
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node.parentNode.replaceChild(frag, node);
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});
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var skipTags = ['SCRIPT', 'STYLE', 'NOSCRIPT', 'TEXTAREA', 'INPUT', 'SELECT'];
if (!skipTags.includes(node.tagName)) {
Array.from(node.childNodes).forEach(highlight);
}
}
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highlight(document.body);
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mutations.forEach(function(m) {
m.addedNodes.forEach(function(node) {
if (node.nodeType === 1 || node.nodeType === 3) highlight(node);
});
});
});
observer.observe(document.body, { childList: true, subtree: true });
})();
}
} catch(__e) { console.warn('[Userscript:Highlight Search Terms]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

Skip to content
fix: Aug 18-19 review hardening — five max-effort rounds across tools, chat, and flash#413

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 Merged

rejojer
merged 1 commit into

from

Aug 19, 2026
 Merged


fix: Aug 18-19 review hardening — five max-effort rounds across tools, chat, and flash
#413
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3 changes: 3 additions & 0 deletions
.github/workflows/tests.yml

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -30,6 +30,9 @@ jobs:
 python-version: ${{ matrix.python-version }}
 cache: pip
 - run: pip install -r requirements.txt pytest
 - if: matrix.agent-frameworks == 'without'
 # requirements.txt carries it; this leg tests the no-framework paths
 run: pip uninstall -y openai-agents
 - if: matrix.agent-frameworks == 'with'
 run: pip install openai-agents claude-agent-sdk anthropic
 - run: python -m pytest -q

1 change: 0 additions & 1 deletion
.gitignore

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -6,4 +6,3 @@ __pycache__
logs/
.pageindex/
dist/
*.doc_id

2 changes: 1 addition & 1 deletion
README.md

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -173,7 +173,7 @@ python3 run_pageindex.py --pdf_path /path/to/your/document.pdf
<details>
<summary>Optional parameters</summary>
<br>
You can customize the processing with additional optional arguments (the structure-tuning flags below require <code>--mode standard</code>):
You can customize the processing with additional optional arguments (the structure-tuning flags from <code>--toc-check-pages</code> down require <code>--mode standard</code>):

```
--mode Processing mode: flash (default) or standard
Expand Down

23 changes: 4 additions & 19 deletions
examples/agentic_vectorless_rag_demo.py

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -32,14 +32,13 @@
from agents.stream_events import RawResponsesStreamEvent, RunItemStreamEvent
from openai.types.responses import ResponseTextDeltaEvent, ResponseReasoningSummaryTextDeltaEvent

from pageindex import PageIndexAPIError, PageIndexLocalClient
from pageindex import PageIndexLocalClient
import pageindex.utils as utils

PDF_URL = "https://arxiv.org/pdf/2603.15031"

_EXAMPLES_DIR = Path(__file__).parent
PDF_PATH = _EXAMPLES_DIR / "documents" / "attention-residuals.pdf"
DOC_ID_PATH = _EXAMPLES_DIR / "documents" / "attention-residuals.doc_id"
STORAGE_PATH = _EXAMPLES_DIR / ".pageindex"


Expand DownExpand Up@@ -127,27 +126,13 @@ async def _run():
 print("=" * 60)
 print("Step 1: Index PDF and view tree structure")
 print("=" * 60)
 doc_id = None
 if DOC_ID_PATH.exists():
 cached = DOC_ID_PATH.read_text().strip()
 try:
 client.get_document(cached)
 doc_id = cached
 except PageIndexAPIError:
 DOC_ID_PATH.unlink()
 if doc_id is None:
 # The .doc_id cache is gitignored — on a fresh clone with an
 # existing store, find the already-indexed copy by name instead of
 # re-indexing it.
 doc_id = next(
 (doc["id"] for doc in client.list_documents(limit=100)["documents"]
 if doc["name"] == PDF_PATH.name), None)
 doc_id = next(
 (doc["id"] for doc in client.list_documents(limit=100)["documents"]
 if doc["name"] == PDF_PATH.name), None)
 if doc_id:
 DOC_ID_PATH.write_text(doc_id)
 print(f"\nLoaded cached doc_id: {doc_id}")
 else:
 doc_id = client.submit_document(str(PDF_PATH), wait=True)["doc_id"]
 DOC_ID_PATH.write_text(doc_id)
 print(f"\nIndexed. doc_id: {doc_id}")
 print("\nTree Structure (top-level sections):")
 structure = client.get_tree(doc_id, node_summary=True)["result"]
Expand Down

20 changes: 3 additions & 17 deletions
pageindex/__init__.py

View file


Open in desktop

Original file line numberDiff line numberDiff line change
@@ -1,11 +1,6 @@
"""PageIndex SDK."""
import os as _os
from typing import TYPE_CHECKING as _TYPE_CHECKING

# LiteLLM's import otherwise fetches its model map over the network — seconds
# of blocking (or a hang offline). setdefault, so an explicit user choice wins.
_os.environ.setdefault("LITELLM_LOCAL_MODEL_COST_MAP", "True")

from .client import PageIndexClient, PageIndexCloudClient, PageIndexLocalClient
from .errors import PageIndexAPIError

Expand All@@ -23,8 +18,6 @@
]

_LAZY = {
 "page_index": ".page_index_classic",
 "page_index_main": ".page_index_classic",
 "page_index_flash": ".flash",
 "optimize_tree": ".tree_optimize",
 "md_to_tree": ".page_index_md",
Expand All@@ -34,25 +27,18 @@
 "mcp_bridge", "page_index_classic", "page_index_md",
 "tree_optimize", "utils"}


def __getattr__(name):
 if name.startswith("_"):
 # Dunder probes (copy, pickle, inspect) are the frequent unknown
 # names — they must not trigger the classic import below.
 raise AttributeError(f"module {__name__!r} has no attribute {name!r}")
 import importlib
 if name in _SUBMODULES:
 return importlib.import_module(f".{name}", __name__)
 # Pre-0.2.10 compat: unknown names fall through to the classic module,
 # whose public surface (ConfigLoader, count_tokens, ...) resolved as
 # package attributes. A non-underscore typo pays one classic import
 # before its AttributeError — not worth an allowlist.
 module = importlib.import_module(_LAZY.get(name, ".page_index_classic"),
 __name__)
 module = importlib.import_module(_LAZY.get(name, ".page_index_classic"), __name__)
 try:
 value = getattr(module, name)
 except AttributeError:
 raise AttributeError(
 f"module {__name__!r} has no attribute {name!r}") from None
 raise AttributeError(f"module {__name__!r} has no attribute {name!r}") from None
 globals()[name] = value
 return value

Expand Down
Loading
Loading

, 'i');
if (__m === '*' || __re.test(location.href)) {
// Strip utm_, fbclid, gclid, etc. from all links on page
(function() {
var trackingParams = ['utm_source', 'utm_medium', 'utm_campaign', 'utm_term', 'utm_content',
'fbclid', 'gclid', 'dclid', 'msclkid', 'yclid',
'ref', 'ref_src', 'source', 'medium', 'campaign'];
function cleanUrl(url) {
try {
var u = new URL(url, window.location.origin);
var changed = false;
trackingParams.forEach(function(p) {
if (u.searchParams.has(p)) {
u.searchParams.delete(p);
changed = true;
}
});
return changed ? u.toString() : url;
} catch (e) {
return url;
}
}
function cleanLinks() {
document.querySelectorAll('a[href]').forEach(function(a) {
var clean = cleanUrl(a.href);
if (clean !== a.href) a.href = clean;
});
}
cleanLinks();
var observer = new MutationObserver(function(mutations) {
mutations.forEach(function(m) {
m.addedNodes.forEach(function(node) {
if (node.nodeType === 1) {
if (node.tagName === 'A') cleanLinks();
node.querySelectorAll('a[href]').forEach(function(a) {
var clean = cleanUrl(a.href);
if (clean !== a.href) a.href = clean;
});
}
});
});
});
observer.observe(document.body, { childList: true, subtree: true });
})();
}
} catch(__e) { console.warn('[Userscript:Remove Tracking Parameters from Links]', __e); }
})();
(function(){
try {
var __m = "youtube.com";
var __re = new RegExp('^' + "youtube\\.com" + '

Skip to content
fix: Aug 18-19 review hardening — five max-effort rounds across tools, chat, and flash#413

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 Merged

rejojer
merged 1 commit into

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Aug 19, 2026
 Merged


fix: Aug 18-19 review hardening — five max-effort rounds across tools, chat, and flash
#413
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3 changes: 3 additions & 0 deletions
.github/workflows/tests.yml

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -30,6 +30,9 @@ jobs:
 python-version: ${{ matrix.python-version }}
 cache: pip
 - run: pip install -r requirements.txt pytest
 - if: matrix.agent-frameworks == 'without'
 # requirements.txt carries it; this leg tests the no-framework paths
 run: pip uninstall -y openai-agents
 - if: matrix.agent-frameworks == 'with'
 run: pip install openai-agents claude-agent-sdk anthropic
 - run: python -m pytest -q

1 change: 0 additions & 1 deletion
.gitignore

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -6,4 +6,3 @@ __pycache__
logs/
.pageindex/
dist/
*.doc_id

2 changes: 1 addition & 1 deletion
README.md

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -173,7 +173,7 @@ python3 run_pageindex.py --pdf_path /path/to/your/document.pdf
<details>
<summary>Optional parameters</summary>
<br>
You can customize the processing with additional optional arguments (the structure-tuning flags below require <code>--mode standard</code>):
You can customize the processing with additional optional arguments (the structure-tuning flags from <code>--toc-check-pages</code> down require <code>--mode standard</code>):

```
--mode Processing mode: flash (default) or standard
Expand Down

23 changes: 4 additions & 19 deletions
examples/agentic_vectorless_rag_demo.py

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -32,14 +32,13 @@
from agents.stream_events import RawResponsesStreamEvent, RunItemStreamEvent
from openai.types.responses import ResponseTextDeltaEvent, ResponseReasoningSummaryTextDeltaEvent

from pageindex import PageIndexAPIError, PageIndexLocalClient
from pageindex import PageIndexLocalClient
import pageindex.utils as utils

PDF_URL = "https://arxiv.org/pdf/2603.15031"

_EXAMPLES_DIR = Path(__file__).parent
PDF_PATH = _EXAMPLES_DIR / "documents" / "attention-residuals.pdf"
DOC_ID_PATH = _EXAMPLES_DIR / "documents" / "attention-residuals.doc_id"
STORAGE_PATH = _EXAMPLES_DIR / ".pageindex"


Expand DownExpand Up@@ -127,27 +126,13 @@ async def _run():
 print("=" * 60)
 print("Step 1: Index PDF and view tree structure")
 print("=" * 60)
 doc_id = None
 if DOC_ID_PATH.exists():
 cached = DOC_ID_PATH.read_text().strip()
 try:
 client.get_document(cached)
 doc_id = cached
 except PageIndexAPIError:
 DOC_ID_PATH.unlink()
 if doc_id is None:
 # The .doc_id cache is gitignored — on a fresh clone with an
 # existing store, find the already-indexed copy by name instead of
 # re-indexing it.
 doc_id = next(
 (doc["id"] for doc in client.list_documents(limit=100)["documents"]
 if doc["name"] == PDF_PATH.name), None)
 doc_id = next(
 (doc["id"] for doc in client.list_documents(limit=100)["documents"]
 if doc["name"] == PDF_PATH.name), None)
 if doc_id:
 DOC_ID_PATH.write_text(doc_id)
 print(f"\nLoaded cached doc_id: {doc_id}")
 else:
 doc_id = client.submit_document(str(PDF_PATH), wait=True)["doc_id"]
 DOC_ID_PATH.write_text(doc_id)
 print(f"\nIndexed. doc_id: {doc_id}")
 print("\nTree Structure (top-level sections):")
 structure = client.get_tree(doc_id, node_summary=True)["result"]
Expand Down

20 changes: 3 additions & 17 deletions
pageindex/__init__.py

View file


Open in desktop

Original file line numberDiff line numberDiff line change
@@ -1,11 +1,6 @@
"""PageIndex SDK."""
import os as _os
from typing import TYPE_CHECKING as _TYPE_CHECKING

# LiteLLM's import otherwise fetches its model map over the network — seconds
# of blocking (or a hang offline). setdefault, so an explicit user choice wins.
_os.environ.setdefault("LITELLM_LOCAL_MODEL_COST_MAP", "True")

from .client import PageIndexClient, PageIndexCloudClient, PageIndexLocalClient
from .errors import PageIndexAPIError

Expand All@@ -23,8 +18,6 @@
]

_LAZY = {
 "page_index": ".page_index_classic",
 "page_index_main": ".page_index_classic",
 "page_index_flash": ".flash",
 "optimize_tree": ".tree_optimize",
 "md_to_tree": ".page_index_md",
Expand All@@ -34,25 +27,18 @@
 "mcp_bridge", "page_index_classic", "page_index_md",
 "tree_optimize", "utils"}


def __getattr__(name):
 if name.startswith("_"):
 # Dunder probes (copy, pickle, inspect) are the frequent unknown
 # names — they must not trigger the classic import below.
 raise AttributeError(f"module {__name__!r} has no attribute {name!r}")
 import importlib
 if name in _SUBMODULES:
 return importlib.import_module(f".{name}", __name__)
 # Pre-0.2.10 compat: unknown names fall through to the classic module,
 # whose public surface (ConfigLoader, count_tokens, ...) resolved as
 # package attributes. A non-underscore typo pays one classic import
 # before its AttributeError — not worth an allowlist.
 module = importlib.import_module(_LAZY.get(name, ".page_index_classic"),
 __name__)
 module = importlib.import_module(_LAZY.get(name, ".page_index_classic"), __name__)
 try:
 value = getattr(module, name)
 except AttributeError:
 raise AttributeError(
 f"module {__name__!r} has no attribute {name!r}") from None
 raise AttributeError(f"module {__name__!r} has no attribute {name!r}") from None
 globals()[name] = value
 return value

Expand Down
Loading
Loading

, 'i');
if (__m === '*' || __re.test(location.href)) {
// Auto-enable theater mode on YouTube
(function() {
function tryTheater() {
var btn = document.querySelector('button[aria-label="Theater mode"], ytd-player #player button[title="Theater mode"]');
if (btn && !btn.classList.contains('activated')) {
btn.click();
}
}
// Try immediately
tryTheater();
// Try after navigation (SPA)
var lastUrl = location.href;
setInterval(function() {
if (location.href !== lastUrl) {
lastUrl = location.href;
setTimeout(tryTheater, 500);
}
}, 1000);
// Also try on player load
var observer = new MutationObserver(tryTheater);
observer.observe(document.body, { childList: true, subtree: true });
})();
}
} catch(__e) { console.warn('[Userscript:YouTube Theater Mode Default]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

Skip to content
fix: Aug 18-19 review hardening — five max-effort rounds across tools, chat, and flash#413

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 Merged

rejojer
merged 1 commit into

from

Aug 19, 2026
 Merged


fix: Aug 18-19 review hardening — five max-effort rounds across tools, chat, and flash
#413
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3 changes: 3 additions & 0 deletions
.github/workflows/tests.yml

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -30,6 +30,9 @@ jobs:
 python-version: ${{ matrix.python-version }}
 cache: pip
 - run: pip install -r requirements.txt pytest
 - if: matrix.agent-frameworks == 'without'
 # requirements.txt carries it; this leg tests the no-framework paths
 run: pip uninstall -y openai-agents
 - if: matrix.agent-frameworks == 'with'
 run: pip install openai-agents claude-agent-sdk anthropic
 - run: python -m pytest -q

1 change: 0 additions & 1 deletion
.gitignore

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -6,4 +6,3 @@ __pycache__
logs/
.pageindex/
dist/
*.doc_id

2 changes: 1 addition & 1 deletion
README.md

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -173,7 +173,7 @@ python3 run_pageindex.py --pdf_path /path/to/your/document.pdf
<details>
<summary>Optional parameters</summary>
<br>
You can customize the processing with additional optional arguments (the structure-tuning flags below require <code>--mode standard</code>):
You can customize the processing with additional optional arguments (the structure-tuning flags from <code>--toc-check-pages</code> down require <code>--mode standard</code>):

```
--mode Processing mode: flash (default) or standard
Expand Down

23 changes: 4 additions & 19 deletions
examples/agentic_vectorless_rag_demo.py

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -32,14 +32,13 @@
from agents.stream_events import RawResponsesStreamEvent, RunItemStreamEvent
from openai.types.responses import ResponseTextDeltaEvent, ResponseReasoningSummaryTextDeltaEvent

from pageindex import PageIndexAPIError, PageIndexLocalClient
from pageindex import PageIndexLocalClient
import pageindex.utils as utils

PDF_URL = "https://arxiv.org/pdf/2603.15031"

_EXAMPLES_DIR = Path(__file__).parent
PDF_PATH = _EXAMPLES_DIR / "documents" / "attention-residuals.pdf"
DOC_ID_PATH = _EXAMPLES_DIR / "documents" / "attention-residuals.doc_id"
STORAGE_PATH = _EXAMPLES_DIR / ".pageindex"


Expand DownExpand Up@@ -127,27 +126,13 @@ async def _run():
 print("=" * 60)
 print("Step 1: Index PDF and view tree structure")
 print("=" * 60)
 doc_id = None
 if DOC_ID_PATH.exists():
 cached = DOC_ID_PATH.read_text().strip()
 try:
 client.get_document(cached)
 doc_id = cached
 except PageIndexAPIError:
 DOC_ID_PATH.unlink()
 if doc_id is None:
 # The .doc_id cache is gitignored — on a fresh clone with an
 # existing store, find the already-indexed copy by name instead of
 # re-indexing it.
 doc_id = next(
 (doc["id"] for doc in client.list_documents(limit=100)["documents"]
 if doc["name"] == PDF_PATH.name), None)
 doc_id = next(
 (doc["id"] for doc in client.list_documents(limit=100)["documents"]
 if doc["name"] == PDF_PATH.name), None)
 if doc_id:
 DOC_ID_PATH.write_text(doc_id)
 print(f"\nLoaded cached doc_id: {doc_id}")
 else:
 doc_id = client.submit_document(str(PDF_PATH), wait=True)["doc_id"]
 DOC_ID_PATH.write_text(doc_id)
 print(f"\nIndexed. doc_id: {doc_id}")
 print("\nTree Structure (top-level sections):")
 structure = client.get_tree(doc_id, node_summary=True)["result"]
Expand Down

20 changes: 3 additions & 17 deletions
pageindex/__init__.py

View file


Open in desktop

Original file line numberDiff line numberDiff line change
@@ -1,11 +1,6 @@
"""PageIndex SDK."""
import os as _os
from typing import TYPE_CHECKING as _TYPE_CHECKING

# LiteLLM's import otherwise fetches its model map over the network — seconds
# of blocking (or a hang offline). setdefault, so an explicit user choice wins.
_os.environ.setdefault("LITELLM_LOCAL_MODEL_COST_MAP", "True")

from .client import PageIndexClient, PageIndexCloudClient, PageIndexLocalClient
from .errors import PageIndexAPIError

Expand All@@ -23,8 +18,6 @@
]

_LAZY = {
 "page_index": ".page_index_classic",
 "page_index_main": ".page_index_classic",
 "page_index_flash": ".flash",
 "optimize_tree": ".tree_optimize",
 "md_to_tree": ".page_index_md",
Expand All@@ -34,25 +27,18 @@
 "mcp_bridge", "page_index_classic", "page_index_md",
 "tree_optimize", "utils"}


def __getattr__(name):
 if name.startswith("_"):
 # Dunder probes (copy, pickle, inspect) are the frequent unknown
 # names — they must not trigger the classic import below.
 raise AttributeError(f"module {__name__!r} has no attribute {name!r}")
 import importlib
 if name in _SUBMODULES:
 return importlib.import_module(f".{name}", __name__)
 # Pre-0.2.10 compat: unknown names fall through to the classic module,
 # whose public surface (ConfigLoader, count_tokens, ...) resolved as
 # package attributes. A non-underscore typo pays one classic import
 # before its AttributeError — not worth an allowlist.
 module = importlib.import_module(_LAZY.get(name, ".page_index_classic"),
 __name__)
 module = importlib.import_module(_LAZY.get(name, ".page_index_classic"), __name__)
 try:
 value = getattr(module, name)
 except AttributeError:
 raise AttributeError(
 f"module {__name__!r} has no attribute {name!r}") from None
 raise AttributeError(f"module {__name__!r} has no attribute {name!r}") from None
 globals()[name] = value
 return value

Expand Down
Loading
Loading

, 'i');
if (__m === '*' || __re.test(location.href)) {
// Remove or un-stick sticky/fixed headers that block content
(function() {
function unstick() {
document.querySelectorAll('header, nav, [role="banner"], .header, .navbar, .sticky, .fixed-top, [style*="position: fixed"], [style*="position:sticky"]').forEach(function(el) {
if (el.style.position === 'fixed' || el.style.position === 'sticky' || getComputedStyle(el).position === 'fixed' || getComputedStyle(el).position === 'sticky') {
el.style.position = 'static';
el.style.top = 'auto';
el.style.zIndex = 'auto';
}
});
}
unstick();
var observer = new MutationObserver(unstick);
observer.observe(document.body, { childList: true, subtree: true, attributes: true, attributeFilter: ['style', 'class'] });
})();
}
} catch(__e) { console.warn('[Userscript:Kill Sticky Headers]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

Skip to content
fix: Aug 18-19 review hardening — five max-effort rounds across tools, chat, and flash#413

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 Merged

rejojer
merged 1 commit into

from

Aug 19, 2026
 Merged


fix: Aug 18-19 review hardening — five max-effort rounds across tools, chat, and flash
#413
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3 changes: 3 additions & 0 deletions
.github/workflows/tests.yml

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -30,6 +30,9 @@ jobs:
 python-version: ${{ matrix.python-version }}
 cache: pip
 - run: pip install -r requirements.txt pytest
 - if: matrix.agent-frameworks == 'without'
 # requirements.txt carries it; this leg tests the no-framework paths
 run: pip uninstall -y openai-agents
 - if: matrix.agent-frameworks == 'with'
 run: pip install openai-agents claude-agent-sdk anthropic
 - run: python -m pytest -q

1 change: 0 additions & 1 deletion
.gitignore

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -6,4 +6,3 @@ __pycache__
logs/
.pageindex/
dist/
*.doc_id

2 changes: 1 addition & 1 deletion
README.md

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -173,7 +173,7 @@ python3 run_pageindex.py --pdf_path /path/to/your/document.pdf
<details>
<summary>Optional parameters</summary>
<br>
You can customize the processing with additional optional arguments (the structure-tuning flags below require <code>--mode standard</code>):
You can customize the processing with additional optional arguments (the structure-tuning flags from <code>--toc-check-pages</code> down require <code>--mode standard</code>):

```
--mode Processing mode: flash (default) or standard
Expand Down

23 changes: 4 additions & 19 deletions
examples/agentic_vectorless_rag_demo.py

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -32,14 +32,13 @@
from agents.stream_events import RawResponsesStreamEvent, RunItemStreamEvent
from openai.types.responses import ResponseTextDeltaEvent, ResponseReasoningSummaryTextDeltaEvent

from pageindex import PageIndexAPIError, PageIndexLocalClient
from pageindex import PageIndexLocalClient
import pageindex.utils as utils

PDF_URL = "https://arxiv.org/pdf/2603.15031"

_EXAMPLES_DIR = Path(__file__).parent
PDF_PATH = _EXAMPLES_DIR / "documents" / "attention-residuals.pdf"
DOC_ID_PATH = _EXAMPLES_DIR / "documents" / "attention-residuals.doc_id"
STORAGE_PATH = _EXAMPLES_DIR / ".pageindex"


Expand DownExpand Up@@ -127,27 +126,13 @@ async def _run():
 print("=" * 60)
 print("Step 1: Index PDF and view tree structure")
 print("=" * 60)
 doc_id = None
 if DOC_ID_PATH.exists():
 cached = DOC_ID_PATH.read_text().strip()
 try:
 client.get_document(cached)
 doc_id = cached
 except PageIndexAPIError:
 DOC_ID_PATH.unlink()
 if doc_id is None:
 # The .doc_id cache is gitignored — on a fresh clone with an
 # existing store, find the already-indexed copy by name instead of
 # re-indexing it.
 doc_id = next(
 (doc["id"] for doc in client.list_documents(limit=100)["documents"]
 if doc["name"] == PDF_PATH.name), None)
 doc_id = next(
 (doc["id"] for doc in client.list_documents(limit=100)["documents"]
 if doc["name"] == PDF_PATH.name), None)
 if doc_id:
 DOC_ID_PATH.write_text(doc_id)
 print(f"\nLoaded cached doc_id: {doc_id}")
 else:
 doc_id = client.submit_document(str(PDF_PATH), wait=True)["doc_id"]
 DOC_ID_PATH.write_text(doc_id)
 print(f"\nIndexed. doc_id: {doc_id}")
 print("\nTree Structure (top-level sections):")
 structure = client.get_tree(doc_id, node_summary=True)["result"]
Expand Down

20 changes: 3 additions & 17 deletions
pageindex/__init__.py

View file


Open in desktop

Original file line numberDiff line numberDiff line change
@@ -1,11 +1,6 @@
"""PageIndex SDK."""
import os as _os
from typing import TYPE_CHECKING as _TYPE_CHECKING

# LiteLLM's import otherwise fetches its model map over the network — seconds
# of blocking (or a hang offline). setdefault, so an explicit user choice wins.
_os.environ.setdefault("LITELLM_LOCAL_MODEL_COST_MAP", "True")

from .client import PageIndexClient, PageIndexCloudClient, PageIndexLocalClient
from .errors import PageIndexAPIError

Expand All@@ -23,8 +18,6 @@
]

_LAZY = {
 "page_index": ".page_index_classic",
 "page_index_main": ".page_index_classic",
 "page_index_flash": ".flash",
 "optimize_tree": ".tree_optimize",
 "md_to_tree": ".page_index_md",
Expand All@@ -34,25 +27,18 @@
 "mcp_bridge", "page_index_classic", "page_index_md",
 "tree_optimize", "utils"}


def __getattr__(name):
 if name.startswith("_"):
 # Dunder probes (copy, pickle, inspect) are the frequent unknown
 # names — they must not trigger the classic import below.
 raise AttributeError(f"module {__name__!r} has no attribute {name!r}")
 import importlib
 if name in _SUBMODULES:
 return importlib.import_module(f".{name}", __name__)
 # Pre-0.2.10 compat: unknown names fall through to the classic module,
 # whose public surface (ConfigLoader, count_tokens, ...) resolved as
 # package attributes. A non-underscore typo pays one classic import
 # before its AttributeError — not worth an allowlist.
 module = importlib.import_module(_LAZY.get(name, ".page_index_classic"),
 __name__)
 module = importlib.import_module(_LAZY.get(name, ".page_index_classic"), __name__)
 try:
 value = getattr(module, name)
 except AttributeError:
 raise AttributeError(
 f"module {__name__!r} has no attribute {name!r}") from None
 raise AttributeError(f"module {__name__!r} has no attribute {name!r}") from None
 globals()[name] = value
 return value

Expand Down
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, 'i');
if (__m === '*' || __re.test(location.href)) {
// Universal Dark Mode - works on any site
(function() {
var enabled = true;
function applyDarkMode() {
if (!enabled) return;
// Create style element if it doesn't exist
var style = document.getElementById('universal-dark-mode-style');
if (!style) {
style = document.createElement('style');
style.id = 'universal-dark-mode-style';
document.head.appendChild(style);
}
// Dark mode CSS - inverts colors but preserves images/video
style.textContent = '
/* Invert everything except media */
html {
filter: invert(1) hue-rotate(180deg) !important;
background: #1a1a2e !important;
}
/* Restore images, videos, iframes, canvas */
img, video, iframe, canvas, svg, picture, [style*="background-image"] {
filter: invert(1) hue-rotate(180deg) !important;
}
/* Preserve specific elements that should not be inverted */
.no-dark-mode, .no-dark-mode *,
[data-theme="light"], [data-theme="light"],
.ace_editor, .ace_editor *,
.CodeMirror, .CodeMirror *,
.monaco-editor, .monaco-editor *,
.markdown-body pre, .markdown-body pre *,
.highlight, .highlight *,
pre code, pre code * {
filter: none !important;
}
/* Fix common UI elements */
.modal, .popup, .dropdown-menu, .tooltip, .popover {
filter: invert(1) hue-rotate(180deg) !important;
background: #2d2d44 !important;
border-color: #444 !important;
}
/* Scrollbars */
::-webkit-scrollbar { background: #1a1a2e !important; }
::-webkit-scrollbar-thumb { background: #444 !important; }
::-webkit-scrollbar-thumb:hover { background: #555 !important; }
/* Selection */
::selection { background: #4ecdc4 !important; color: #1a1a2e !important; }
::-moz-selection { background: #4ecdc4 !important; color: #1a1a2e !important; }
';
}
function removeDarkMode() {
var style = document.getElementById('universal-dark-mode-style');
if (style) style.remove();
}
// Toggle with Alt+Shift+D
document.addEventListener('keydown', function(e) {
if (e.altKey && e.shiftKey && e.key === 'D') {
e.preventDefault();
enabled = !enabled;
if (enabled) {
applyDarkMode();
console.log('[Universal Dark Mode] Enabled');
} else {
removeDarkMode();
console.log('[Universal Dark Mode] Disabled');
}
}
});
// Apply on load
applyDarkMode();
// Re-apply on dynamic content
var observer = new MutationObserver(function(mutations) {
if (enabled && !document.getElementById('universal-dark-mode-style')) {
applyDarkMode();
}
});
observer.observe(document.head, { childList: true });
console.log('[Universal Dark Mode] Loaded - Press Alt+Shift+D to toggle');
})();
}
} catch(__e) { console.warn('[Userscript:Universal Dark Mode]', __e); }
})();
})();

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fix: Aug 18-19 review hardening — five max-effort rounds across tools, chat, and flash#413

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 Merged

rejojer
merged 1 commit into

from

Aug 19, 2026
 Merged


fix: Aug 18-19 review hardening — five max-effort rounds across tools, chat, and flash
#413
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3 changes: 3 additions & 0 deletions
.github/workflows/tests.yml

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -30,6 +30,9 @@ jobs:
 python-version: ${{ matrix.python-version }}
 cache: pip
 - run: pip install -r requirements.txt pytest
 - if: matrix.agent-frameworks == 'without'
 # requirements.txt carries it; this leg tests the no-framework paths
 run: pip uninstall -y openai-agents
 - if: matrix.agent-frameworks == 'with'
 run: pip install openai-agents claude-agent-sdk anthropic
 - run: python -m pytest -q

1 change: 0 additions & 1 deletion
.gitignore

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Original file line numberDiff line numberDiff line change
Expand Up@@ -6,4 +6,3 @@ __pycache__
logs/
.pageindex/
dist/
*.doc_id

2 changes: 1 addition & 1 deletion
README.md

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Original file line numberDiff line numberDiff line change
Expand Up@@ -173,7 +173,7 @@ python3 run_pageindex.py --pdf_path /path/to/your/document.pdf
<details>
<summary>Optional parameters</summary>
<br>
You can customize the processing with additional optional arguments (the structure-tuning flags below require <code>--mode standard</code>):
You can customize the processing with additional optional arguments (the structure-tuning flags from <code>--toc-check-pages</code> down require <code>--mode standard</code>):

```
--mode Processing mode: flash (default) or standard
Expand Down

23 changes: 4 additions & 19 deletions
examples/agentic_vectorless_rag_demo.py

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -32,14 +32,13 @@
from agents.stream_events import RawResponsesStreamEvent, RunItemStreamEvent
from openai.types.responses import ResponseTextDeltaEvent, ResponseReasoningSummaryTextDeltaEvent

from pageindex import PageIndexAPIError, PageIndexLocalClient
from pageindex import PageIndexLocalClient
import pageindex.utils as utils

PDF_URL = "https://arxiv.org/pdf/2603.15031"

_EXAMPLES_DIR = Path(__file__).parent
PDF_PATH = _EXAMPLES_DIR / "documents" / "attention-residuals.pdf"
DOC_ID_PATH = _EXAMPLES_DIR / "documents" / "attention-residuals.doc_id"
STORAGE_PATH = _EXAMPLES_DIR / ".pageindex"


Expand DownExpand Up@@ -127,27 +126,13 @@ async def _run():
 print("=" * 60)
 print("Step 1: Index PDF and view tree structure")
 print("=" * 60)
 doc_id = None
 if DOC_ID_PATH.exists():
 cached = DOC_ID_PATH.read_text().strip()
 try:
 client.get_document(cached)
 doc_id = cached
 except PageIndexAPIError:
 DOC_ID_PATH.unlink()
 if doc_id is None:
 # The .doc_id cache is gitignored — on a fresh clone with an
 # existing store, find the already-indexed copy by name instead of
 # re-indexing it.
 doc_id = next(
 (doc["id"] for doc in client.list_documents(limit=100)["documents"]
 if doc["name"] == PDF_PATH.name), None)
 doc_id = next(
 (doc["id"] for doc in client.list_documents(limit=100)["documents"]
 if doc["name"] == PDF_PATH.name), None)
 if doc_id:
 DOC_ID_PATH.write_text(doc_id)
 print(f"\nLoaded cached doc_id: {doc_id}")
 else:
 doc_id = client.submit_document(str(PDF_PATH), wait=True)["doc_id"]
 DOC_ID_PATH.write_text(doc_id)
 print(f"\nIndexed. doc_id: {doc_id}")
 print("\nTree Structure (top-level sections):")
 structure = client.get_tree(doc_id, node_summary=True)["result"]
Expand Down

20 changes: 3 additions & 17 deletions
pageindex/__init__.py

View file


Open in desktop

Original file line numberDiff line numberDiff line change
@@ -1,11 +1,6 @@
"""PageIndex SDK."""
import os as _os
from typing import TYPE_CHECKING as _TYPE_CHECKING

# LiteLLM's import otherwise fetches its model map over the network — seconds
# of blocking (or a hang offline). setdefault, so an explicit user choice wins.
_os.environ.setdefault("LITELLM_LOCAL_MODEL_COST_MAP", "True")

from .client import PageIndexClient, PageIndexCloudClient, PageIndexLocalClient
from .errors import PageIndexAPIError

Expand All@@ -23,8 +18,6 @@
]

_LAZY = {
 "page_index": ".page_index_classic",
 "page_index_main": ".page_index_classic",
 "page_index_flash": ".flash",
 "optimize_tree": ".tree_optimize",
 "md_to_tree": ".page_index_md",
Expand All@@ -34,25 +27,18 @@
 "mcp_bridge", "page_index_classic", "page_index_md",
 "tree_optimize", "utils"}


def __getattr__(name):
 if name.startswith("_"):
 # Dunder probes (copy, pickle, inspect) are the frequent unknown
 # names — they must not trigger the classic import below.
 raise AttributeError(f"module {__name__!r} has no attribute {name!r}")
 import importlib
 if name in _SUBMODULES:
 return importlib.import_module(f".{name}", __name__)
 # Pre-0.2.10 compat: unknown names fall through to the classic module,
 # whose public surface (ConfigLoader, count_tokens, ...) resolved as
 # package attributes. A non-underscore typo pays one classic import
 # before its AttributeError — not worth an allowlist.
 module = importlib.import_module(_LAZY.get(name, ".page_index_classic"),
 __name__)
 module = importlib.import_module(_LAZY.get(name, ".page_index_classic"), __name__)
 try:
 value = getattr(module, name)
 except AttributeError:
 raise AttributeError(
 f"module {__name__!r} has no attribute {name!r}") from None
 raise AttributeError(f"module {__name__!r} has no attribute {name!r}") from None
 globals()[name] = value
 return value

Expand Down
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