Verified 12 findings from an xhigh-effort review of the prior review-fix
batch; all confirmed real. Most trace back to one root cause: the
build_index() text-stripping fix (8f536cb) correctly stopped Markdown from
leaking full text by default, but broke every path that assumed text could
be re-read later.
Correctness:
- LocalBackend._fill_node_text (get_document(include_text=True)) only handled
PDF's start_index/end_index convention; Markdown nodes use line_num and got
silently empty text. Now handles both.
- get_page_content's Markdown fallback (triggered when a StorageEngine
legitimately returns None from get_pages()) read from the now-text-stripped
structure. It now re-derives from the source file, mirroring the PDF
fallback, so it no longer depends on structure text at all.
- add_document's PDF-only text-stripping branch (with the stale "markdown
needs text in structure for fallback retrieval" comment) is now dead/wrong
since build_index() already applies if_add_node_text uniformly — removed.
- _validate_llm_provider's keyless-provider allowlist was missing several
local LiteLLM providers (xinference, llamafile, triton, oobabooga,
openai_like, docker_model_runner, custom, custom_openai, petals) that need
no API key just like ollama/lm_studio; expanded.
- The three agent-tool closures (get_document, get_document_structure,
get_page_content) had three different not-found patterns; two bypassed the
backend's DocumentNotFoundError entirely. Extracted LocalBackend.
_require_document as the single existence check every method/tool now uses.
- examples/agentic_vectorless_rag_demo.py's hand-rolled Agent() didn't apply
the litellm/ prefix normalization the SDK does internally, so its own
documented "any LiteLLM provider" claim broke for non-openai models.
- cloud delete_collection's cache eviction removed the "folders unavailable"
None sentinel too, forcing a wasted re-fetch; now only pops on a real id.
Cleanup / altitude:
- build_index() skips the remove_structure_text walk entirely when text was
never added (content_based + if_add_node_summary=False + if_add_node_text=
False) instead of a guaranteed no-op tree walk.
- page_index()'s locals()-capture-as-kwargs (fragile by construction) replaced
with an explicit dict of the named parameters.
- run_pageindex.py's _cli_bool and the page_index_md.py legacy shim's
_coerce_bool were duplicate, diverging implementations; both now bind
directly to the canonical pageindex.index.page_index_md._coerce_bool.
- retrieve.py's _get_md_page_content delegated its own traversal instead of
calling the canonical get_md_page_content; now a one-line delegation.
- FileTypeError's docstring now calls out the except-ordering gotcha from
also subclassing ValueError.
17 new regression tests (tests/test_review_fixes_2.py) plus 2 updated in
tests/test_legacy_shims.py for the simplified md_to_tree shim. Full suite:
210 passed, 2 skipped.
Claude-Session: https://claude.ai/code/session_01Kx5DgKbhK1N8autqXH8SmS
Address PR #272 review:
- get_md_page_content / retrieve._get_md_page_content returned every node
whose line_num fell in [min(pages), max(pages)], so a non-contiguous spec
like "5,100" over-fetched everything in between. Match the exact requested
line numbers instead, mirroring the PDF path. (Same bug as #280.)
- Restore the CHATGPT_API_KEY -> OPENAI_API_KEY backward-compat alias dropped
when pageindex/utils.py became a re-export shim; users with only
CHATGPT_API_KEY set would otherwise fail auth after upgrading. It now runs
in __init__.py right after load_dotenv.
Adds regression tests for both.
Claude-Session: https://claude.ai/code/session_01Kx5DgKbhK1N8autqXH8SmS
The new SDK copied the legacy indexing pipeline into pageindex/index/
instead of moving it, leaving two divergent copies of page_index.py /
page_index_md.py / utils.py. They had already drifted (the legacy copy
still compared IndexConfig booleans against 'yes' — a separate fix),
and every pipeline change had to be applied twice.
Make pageindex/index/ the single source of truth (same pattern as the
LegacyCloudAPI shim for the 0.2.x cloud SDK):
- pageindex/index/utils.py absorbs the 27 legacy-only helpers/classes
(get_page_tokens, convert_page_to_int, ConfigLoader, PDF text helpers,
...) so it's the sole utils module. Reconciled the diverged funcs:
kept the modern versions, backported the #331 get_leaf_nodes .get()
fix, and restored remove_fields' max_len parameter (superset).
- index/page_index*.py now import `from .utils import *`;
index/legacy_utils.py (a re-export of the old top-level utils) deleted.
- Top-level page_index.py / page_index_md.py / utils.py become thin
re-export shims that emit PendingDeprecationWarning. The md_to_tree
shim coerces legacy 'yes'/'no' string flags to bool (the canonical
version is boolean-typed).
- ConfigLoader no longer reads the deleted config.yaml; it builds
defaults from IndexConfig (was an unconditional FileNotFoundError).
- __init__.py and retrieve.py import from pageindex.index.* directly so
`import pageindex` does not trip the shims.
Adds tests/test_legacy_shims.py pinning the contract: clean top-level
import doesn't warn, legacy submodule imports warn, symbols still
resolve, shim and canonical share one implementation, the #331 fix and
ConfigLoader-without-yaml both hold, and the md_to_tree coercion works.
Claude-Session: https://claude.ai/code/session_01Kx5DgKbhK1N8autqXH8SmS
* Consolidate tests/ into examples/documents/
* Add line_count and reorder structure keys
* Lazy-load documents with _meta.json index
* Update demo script and add pre-shipped workspace
* Extract shared helpers for JSON reading and meta entry building
* Add PageIndexClient with retrieve, streaming support and litellm integration
* Add OpenAI agents demo example
* Update README with example agent demo section
* Support separate retrieve_model configuration for index and retrieve
