assafelovic / gpt-researcher
pythonmain5d84d2f63.7K linessynced 2h ago
Code health
8.6out of 10Excellent
This codebase scores 8.6 out of 10 on defect risk, which we rate excellent. It also scores maintainability 9.1 and static performance risk 9.9 out of 10. The three are scored separately and never blended into one number. The files you change most are the weak spot: 7 of 614 files are git hotspots, and they average 2.0.
- Lines of code
- 63.7K
Recent activity
All commitsCommits
No commits indexed yet.
Decisions
- Handle List[dict] context from CURATE_SOURCES=True in deep researchproposed · 2h ago
- Concatenate all pages in PyMuPDFScraperproposed · 2h ago
- Fetch arXiv via arxiv Client API resultsproposed · 2h ago
- Fix MCP transport auth by forwarding connection_headersproposed · 2h ago
- Truncate document content to avoid embedding token limit errorsproposed · 2h ago
- Coerce none/null/empty for Optional env fieldsproposed · 2h ago
Needs attention
43 open- medium severity. ProposedHandle List[dict] context from CURATE_SOURCES=True in deep researchAuto-proposed decision awaiting review
- medium severity. ProposedConcatenate all pages in PyMuPDFScraperAuto-proposed decision awaiting review
- medium severity. ProposedFetch arXiv via arxiv Client API resultsAuto-proposed decision awaiting review
- medium severity. ProposedFix MCP transport auth by forwarding connection_headersAuto-proposed decision awaiting review
- medium severity. ProposedTruncate document content to avoid embedding token limit errorsAuto-proposed decision awaiting review
Where the risk concentrates
All 7 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 |
|---|---|---|---|---|
| deep_research.pygpt_researcher/skills | 99.7th | 7bug magnet | 13 | 5 |
| researcher.pygpt_researcher/skills | 99.5th | 5bug magnet | 15 | 4 |
| costs.pygpt_researcher/utils | 95.8th | 2 | 5 | 3 |
| base.pygpt_researcher/llm_provider/generic | 93.9th | 3 | 38 | 6 |
| llm.pygpt_researcher/utils | 92.1th | 4 | 36 | 4 |
Composition
Open the graphpython 45%markdown 26%typescript 12%json 10%javascript 3%Other 5%
Explore this codebase
- Docs404 pages across 18 modules
- ChatAsk this codebase a question and get an answer with its sources
- Files614 files with per-file docs, health and history
- ArchitectureDependency graph, layers, and 23 entry points
- Code healthPer-file scores, 842 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