Every commit scored for change-risk against this repo's own history, so 'elevated' means elevated here rather than on some global curve.
Needs review
104 commits sit in this repo's top risk tercile, which is 33% of the 316scored. The cut is drawn against this codebase's own history rather than a global curve, so a quiet repo still fills its top band, and here it starts at 7.2 out of 10. What pushes a commit up is size and spread together: a large change confined to one area scores below a smaller one scattered across a dozen files.
Commit categories over time, read off the subject line. Fixes carry the accent because that is the series this chart exists to show.
Consistently other-driven across its history.
Ranked by change-risk, highest first. Priority is a tercile of this repo's own distribution, so a quiet repo still fills its top band.
| # | Commit | Author | When | Lines | Risk | Top driver |
|---|---|---|---|---|---|---|
| 1 | 4f879408feat: lmstudio and uv implementation | laansdole | 10mo ago | +5.7K -5 | 99%Elevated | large diff (many lines added) |
| 2 | 60f05e04improvised version | MinalMahalaShorthillsAI | 1y ago | +2.5K -1.6K | 99%Elevated | large diff (many lines added) |
| 3 | 0653b0c7Fixed Lint and formatting errors | MinalMahalaShorthillsAI | 1y ago | +2.6K -0 | 99%Elevated | large diff (many lines added) |
| 4 | a1a783b4Add batch processing and enhanced markdown features | MinalMahalaShorthillsAI | 1y ago | +2.8K -135 | 99%Elevated | large diff (many lines added) |
| 5 | a9fb942badd reproduce | zrguo | 3mo ago | +2.2K -3 | 98%Elevated | large diff (many lines added) |
| 6 | 1d40425cupdate multimodal process pipeline | zrguo | 1y ago | +1.1K -279 | 98%Elevated | large diff (many lines added) |
| 7 | c0da5992Create generic Parser class, add docling as an avaliable parser | zzhtx258 | 1y ago | +1.3K -1.4K | 98%Elevated | large diff (many lines added) |
| 8 | 9641d55aRAGAnything | zrguo | 1y ago | +2.8K -0 | 98%Elevated | large diff (many lines added) |
| 9 | 89c81f85feat(omml): add OMML equation extraction utility for DOCX documents | Abdeltoto | 3mo ago | +1.1K -0 | 97%Elevated | large diff (many lines added) |
| 10 | b33f3bebQuery with Multimodal | zrguo | 1y ago | +1.2K -659 | 97%Elevated | large diff (many lines added) |
| 11 | 23d7068aUniversal Document Support | zrguo | 1y ago | +1.5K -62 | 97%Elevated | large diff (many lines added) |
| 12 | 4e9a7354process multimodal with context | zrguo | 1y ago | +1.2K -453 | 96%Elevated | large diff (many lines added) |
| 13 | 55e6e1fbupdate ui | Zongwei9888 | 1y ago | +716 -149 | 96%Elevated | large diff (many lines added) |
| 14 | 5c07c031feat: add MiniMax provider support | octo-patch | 3mo ago | +633 -0 | 95%Elevated | large diff (many lines added) |
| 15 | 91253568fix lint | zrguo | 3mo ago | +757 -442 | 95%Elevated | large diff (many lines added) |
| 16 | 47ce1635feat: add vLLM backend integration | sotastack | 5mo ago | +611 -2 | 95%Elevated | large diff (many lines added) |
| 17 | 710ed38ddirect content list insertion | zrguo | 1y ago | +895 -0 | 95%Elevated | large diff (many lines added) |
| 18 | a48e6100ui new3 | Zongwei9888 | 1y ago | +607 -136 | 95%Elevated | large diff (many lines added) |
| 19 | 4430057cnew ui | Zongwei9888 | 1y ago | +460 -283 | 95%Elevated | large diff (many lines added) |
| 20 | 19ff6187Add README | zrguo | 1y ago | +791 -1 | 95%Elevated | large diff (many lines added) |
| 21 | 91cf81b5feat: add multilingual prompt template support (closes #85) | RoomWithOutRoof | 4mo ago | +529 -0 | 93%Elevated | large diff (many lines added) |
| 22 | 938ad04dfeat: add processing events and callbacks system | RoomWithOutRoof | 4mo ago | +506 -0 | 93%Elevated | large diff (many lines added) |
| 23 | 385f5bb7feat: add retry and circuit breaker utilities for LLM calls | RoomWithOutRoof | 4mo ago | +512 -0 | 93%Elevated | large diff (many lines added) |
| 24 | 656c4cdaMerge branch 'main' into docling | zrguo | 1y ago | +764 -276 | 93%Elevated | large diff (many lines added) |
| 25 | 20a2bd6btest: expand coverage for core config, utils, and batch parser | RoomWithOutRoof | 4mo ago | +378 -0 | 92%Elevated | large diff (many lines added) |
| 26 | dfd9ec85vlm_enhanced_query | zrguo | 11mo ago | +514 -28 | 92%Elevated | large diff (many lines added) |
| 27 | efca45aepipeline update | zrguo | 1y ago | +413 -3 | 92%Elevated | large diff (many lines added) |
| 28 | feddfd48fix: always create doc_status records | DeepaliPaspule | 3mo ago | +315 -24 | 91%Elevated | large diff (many lines added) |
| 29 | 14199792feat: add optional paddleocr parser support | SaqlainXoas | 5mo ago | +625 -42 | 91%Elevated | large diff (many lines added) |
| 30 | d858eabaFixed docling parser | zzhtx258 | 1y ago | +418 -37 | 91%Elevated | large diff (many lines added) |
| 31 | 2f52f9b4Add caching mechanism | zrguo | 1y ago | +331 -28 | 91%Elevated | large diff (many lines added) |
| 32 | de44138cAdd param to .env | zrguo | 1y ago | +428 -178 | 91%Elevated | large diff (many lines added) |
| 33 | 92356488MinerU 2.0 | zrguo | 1y ago | +532 -364 | 91%Elevated | large diff (many lines added) |
| 34 | 514d8448feat: add Ollama integration example (closes #118) | 0912078 | 3mo ago | +284 -0 | 89%Elevated | large diff (many lines added) |
| 35 | 3bee08d8feat(callbacks): integrate CallbackManager into RAGAnything and add thread-safe dispatch | RoomWithOutRoof | 4mo ago | +270 -26 | 89%Elevated | large diff (many lines added) |
| 36 | 5e561403fix lint | zrguo | 1y ago | +365 -330 | 89%Elevated | large diff (many lines added) |
| 37 | 44ea8008Fix MinerU unknown bug | zrguo | 1y ago | +254 -137 | 89%Elevated | large diff (many lines added) |
| 38 | a9a2a00eUpdate README.md | zrguo | 1y ago | +283 -460 | 89%Elevated | large diff (many lines added) |
| 39 | e1432403Preserve content list aliases in multimodal chunks | FU-max-boop | 2mo ago | +225 -23 | 87%Elevated | large diff (many lines added) |
| 40 | 3e2f6429feat: add custom parser plugin system (closes #151) | RoomWithOutRoof | 4mo ago | +245 -3 | 87%Elevated | large diff (many lines added) |
| 41 | 356f26a3Restrored previous version along with new features | MinalMahalaShorthillsAI | 1y ago | +251 -2 | 87%Elevated | large diff (many lines added) |
| 42 | ef094868Update RAGAnything init | zrguo | 1y ago | +368 -147 | 87%Elevated | large diff (many lines added) |
| 43 | ace72410fix lint | zrguo | 1y ago | +198 -143 | 87%Elevated | large diff (many lines added) |
| 44 | 6d8357d8Fix MinerU Windows unsafe paths | acye | 1mo ago | +210 -33 | 86%Elevated | large diff (many lines added) |
| 45 | b167a574feat(processor): 为图片内容添加章节路径和邻近文本元数据支持 | kunxing | 2mo ago | +206 -9 | 86%Elevated | large diff (many lines added) |
| 46 | e5a3d0cfsummary | hzywhite | 11mo ago | +191 -59 | 86%Elevated | large diff (many lines added) |
| 47 | 4463e01bfeat: public media URL mapping, failure-modes doc (#207 #213 #272) | Abdeltotocursorassisted | 2mo ago | +255 -0 | 84%Elevated | large diff (many lines added) |
| 48 | 56f0f2a5fix: persist multimodal completion compat state | DeepaliPaspule | 3mo ago | +177 -5 | 84%Elevated | large diff (many lines added) |
| 49 | 9294439ffix(docling): address review feedback on Python-API parser | Abdeltoto | 3mo ago | +182 -29 | 84%Elevated | large diff (many lines added) |
| 50 | f72ea998refactor(parser): replace Docling CLI subprocess with Python API (closes #222) | Abdeltoto | 3mo ago | +159 -135 | 84%Elevated | large diff (many lines added) |
Two views of the same model: where the cuts fall, and what commit shape lands you above them.
Every scored commit, binned on the raw 0 to 10 score rather than the percentile. Percentile ranks are uniform by construction, so that axis has no shape to draw. The dashed lines are the tercile cuts behind each row's priority pill.
The 200 most recent commits, on their own recency sample rather than the feed above: that defaults to risk-sorted, so reusing it would plot only the top tercile and call it the spread. Big and scattered is what the model penalises. Click a dot to open it.
Repowise tracks change history across 59 files in hkuds/rag-anything. In the last 90 days 46 files were touched, 128 times in total, most often parser.py. Every commit is scored for change risk from its size, spread and the history of the files it touches.
