stack

feat(llm): theme vocabulary v3 for hospital dockets; eval-tags gates held-out v3

2026-11-11 16:08:36 -05:00

feat(llm): rule discussions ↔ manual sections — cited IOM sections join the chat as companion sources; search links them; rules theme-stamped

2026-09-24 20:25:33 -04:00

__init__.py

fix(llm,notebooks): code_families sections 5/7b run in the notebooks container — lazy pool/sqlalchemy imports in llm, guarded cells, LLM_DB_PASSWORD + psycopg for the notebooks service (refs #720 )

2026-09-11 10:30:45 -04:00

api.py

feat(llm): categorise manual sections by theme — stack llm stamp-themes, /search?theme=, themes on sources

2026-09-24 19:46:04 -04:00

chunk.py

fix(llm,pfs): thread one code_index into chunk_doc so index and restamp agree (F1)

2026-09-09 20:57:43 -04:00

classify.py

fix(pfs): cms-summaries — pin the stance model, explicit pair phrases, quantifiers modify commenters, plain-refusal actions

2026-11-12 11:32:48 -05:00

client.py

feat(llm,notebooks): httpx-only LlmClient for notebooks and an llm_search example notebook (refs #573 )

2026-09-11 17:26:54 -04:00

config.py

fix(llm): tag and eval-tags read one set of tagger parameters

2026-11-11 15:22:31 -05:00

convert.py

feat(llm): Word-exact pages — LibreOffice in the llm image converts .docx to PDF on demand (cached) for the document viewer

2026-09-24 19:12:14 -04:00

evidence.py

refactor(pfs,llm,bib): one definition of the chunk-metadata array predicates (GIN-index expression), normalize_key for family keys everywhere, error-isolation docstring on code_cited_sources (refs #705 )

2026-09-11 17:01:37 -04:00

index.py

fix(llm): index a sealed docket again when new text was extracted

2026-11-11 19:18:36 -05:00

iomlink.py

feat(llm): rule discussions ↔ manual sections — cited IOM sections join the chat as companion sources; search links them; rules theme-stamped

2026-09-24 20:25:33 -04:00

lineage.py

feat(pfs): lineage for every code ever seen; CPT Panel and misvalued events

2026-11-11 23:39:59 -05:00

links.py

fix(llm): chat reads whole excerpts and a rule hit's next paragraph

2026-11-11 13:39:52 -05:00

manuals.py

fix(llm): rules never double as corpus; citations say proposed/final/correction; IOM chapters indexed by section

2026-09-24 19:38:17 -04:00

metrics.py

fix(llm): size the chat prompt in tokens and refuse silent host-side truncation

2026-10-24 14:14:38 -04:00

migrate.py

fix(llm): skip the database-wide iterative_scan ALTER once it is in place

2026-11-11 19:31:49 -05:00

pages.py

fix(llm): rules never double as corpus; citations say proposed/final/correction; IOM chapters indexed by section

2026-09-24 19:38:17 -04:00

pdfs.py

feat(llm): the document viewer renders Word (.docx) and plain-text attachments in-page, not just PDFs

2026-09-24 19:02:57 -04:00

pool.py

fix(llm): match Ollama model tags exactly in the host pool

2026-11-11 12:47:29 -05:00

rag.py

feat(pfs): comment stance per family event with reasons and evidence; reaction roll-up

2026-11-12 12:56:22 -05:00

rerank.py

feat(llm): recency-blended re-ranking of retrieval hits

2026-09-03 10:32:14 -04:00

restamp.py

fix(pfs): code→family index keeps every family so indexed and scan anchors agree (refs #688 )

2026-09-09 16:12:13 -04:00

search.py

fix(llm): search returns each citation label once — the same FR paragraph indexed under two bib items (2019-16041, 2024-14828 each have two rule items) showed twice; keep the closest hit

2026-09-24 20:29:59 -04:00

source.py

fix(bib): hoard IOM revisions instead of discarding them

2026-11-11 14:20:35 -05:00

structured.py

fix(llm): structured extractor logs failed replies by length and sha256 prefix only

2026-11-12 12:08:15 -05:00

tageval.py

feat(llm): eval-tags scores a golden split per docket with set thresholds

2026-11-11 14:49:00 -05:00

tagger.py

feat(llm): theme vocabulary v3 for hospital dockets; eval-tags gates held-out v3

2026-11-11 16:08:36 -05:00

themes.py

feat(llm): theme filter pushed into the vector store — theme_1..theme_N rank keys beside themes, $or equality filter; stamp threshold 0.60

2026-09-24 19:59:21 -04:00