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Plan 2. Wire DoclingVLMExtractor into batched/async ingestion (ingestion/batch.py + jobs/) with page-batched extraction
+ progress, so a 200+ page PDF ingests without OOM. VLM is async-batch only (~6s/page ...
Ven-Z8
Plan 2. TreeBuilder is top-down from headings; headingless/no-TOC docs collapse to a single root. Add
ingestion/tree_raptor.py: on low heading coverage, build bottom-up by embedding leaf blocks → cluster ...
The headline-metric harness (PRD §4). Build evals/mmlongbench/: load the dataset (HF yubo2333/MMLongBench-Doc), ingest
its PDFs, run retrieval per question, compute page-level Recall@k from annotated evidence_pages. ...
Source: Greptile P2 on PR #1.
DocumentLoader.build_tree() calls self.extractor.extract(path) without the page_range the Extractor protocol supports,
so tree builds can t be page-scoped (needed for the ...
From audits/HyperCTui_audit_2026-06-11.md (adversarially verified, M severity):
hyperctui/init.py defines the default source-detector distance as 19.855 m — SNAP s flight path — so the lambda (TOF-
wavelength) ...
KedoKudo
Source: Greptile P1 + internal review on PR #1.
DocumentLoader shims (_load_docling_document, _block_type_from_label, _page_from_item) delegate to self.extractor._
private_method (), which only exists ...
From audits/HyperCTui_audit_2026-06-11.md (adversarially verified, M severity):
select_tof_regions.py samples the TOF ROI transposed: x/y from pyqtgraph s getArraySlice are applied to the opposite
array ...
Add .github/workflows/ci.yml to run uv run --extra dev pytest and uv run ruff check on push/PR. Depends on the packaging
fix (install must work in CI first).
Acceptance:
- CI installs the package and ...
drivers: AGT ExternalPolicyBackend adapter — dos verdicts in the OPA/Cedar seat
What
A new driver, dos.drivers.agt_backend, that implements the ExternalPolicyBackend protocol from Microsoft s Agent
Governance ...
design
anthony-chaudhary
Thanks for sharing this project! Could you provide license info. for Annoy-PyEdu-Rs-Raw and Annoy-PyEdu-Rs? thanks!
heartslice
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Save views for sprints, backlogs, teams, or releases. Rank, sort, and filter issues to suit the occasion. The possibilities are endless.Learn more about GitHub IssuesProTip! Restrict your search to the title by using the in:title qualifier.