hkuds / rag-anything
pythonmaina8538ef19.9K linessynced 1mo ago
Code health
5.8out of 10Fair
This codebase scores 5.8 out of 10 on defect risk, which we rate fair. The files you change most are the weak spot: 9 of 59 files are git hotspots, and they average 2.3.
- Lines of code
- 19.9K
Recent activity
All commitsCommits
No commits indexed yet.
Decisions
- Optionally replace image paths with base64 for VLM processingproposed
- Include only specific flags in cache data for query context/prompt needsproposed
- Hash large multimodal content instead of storing directly in cache dataproposed
- Use hashed, normalized cache keys for multimodal queriesproposed
- Address issue where process_document_complete can get stuck due to intermittent network errorsproposed
- Retry policy targets transient failures in LLM/embedding/network operationsproposed
Needs attention
66 open- medium severity. ProposedOptionally replace image paths with base64 for VLM processingAuto-proposed decision awaiting review
- medium severity. ProposedInclude only specific flags in cache data for query context/prompt needsAuto-proposed decision awaiting review
- medium severity. ProposedHash large multimodal content instead of storing directly in cache dataAuto-proposed decision awaiting review
- medium severity. ProposedUse hashed, normalized cache keys for multimodal queriesAuto-proposed decision awaiting review
- medium severity. ProposedAddress issue where process_document_complete can get stuck due to intermittent network errorsAuto-proposed decision awaiting review
Where the risk concentrates
All 9 hotspotsRanked by prior bug fixes and change frequency, mined from full git history rather than from the code alone.
| File | Churn | Prior fixes | Maintainers | Commits 90d |
|---|---|---|---|---|
| parser.pyraganything | 98.3th | 21 | 18 | 18 |
| processor.pyraganything | 96.6th | 12 | 14 | 14 |
| modalprocessors.pyraganything | 94.9th | 3 | 6 | 4 |
| raganything.pyraganything | 93.2th | 4 | 11 | 3 |
| query.pyraganything | 89.8th | 6 | 6 | 5 |
Composition
Open the graphpython 68%yaml 15%markdown 15%toml 2%
Explore this codebase
- Docs0 pages across 21 modules
- ChatAsk this codebase a question and get an answer with its sources
- Files59 files with per-file docs, health and history
- ArchitectureDependency graph, layers, and 1 entry points
- Code healthPer-file scores, 354 open findings, coverage and refactoring targets
- Knowledge graphEntities, communities, and the paths between them
- Change couplingFiles that keep changing together, mined from commit history
- CommitsChange-risk ranked history with agent provenance
- ContributorsBus factor, per-file maintainers, and the human/agent split
- StatsSize class, origin, lifetime churn, rhythm and records
- CostsWhat indexing this snapshot cost, by model and by run