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(Overview)
Alocal-firstrepositoryintelligenceengineandarchitecturalanalyzerthathelpsdevelopersunderstand,inspect,document,andimprovesoftwarerepositories.Itaimstomakecomplexcodebaseseasiertonavigatewhilereducingrelianceonthird-partycloudLLMAPIs.
(Architecture)
RepoPilotcombinesrepositoryscanning,AbstractSyntaxTree(AST)analysis,staticcodechecks,anddependencygraphextractionwithlocalAIinferencethroughOllama.Aninteractivearchitectureexplorermapssystemmodules,imports,andengineeringrisksacross18analysisdimensions.
(Engineering)
EngineeredwithFastAPIbackendservicesandaReactfrontend.Theanalysispipelineparsescodetreesintoevidence-orientedfindings,assistswithcodecomprehensionandissueresolution,andgeneratesstructuredrepositoryrebuildpromptswhilepreservingsandboxedlocalexecutionsafety.
- 01
BuiltthecorerepositoryparsingengineusingPythonASTandstaticanalysistoextractarchitecturaldependencies.
- 02
IntegratedlocalmodelinferenceviaOllamaforofflinecodeintelligenceandfindingexplanation.
- 03
DesignedtheinteractivearchitectureexplorerinterfaceinReactforvisualcodebasenavigation.
- 04
Implementedevidence-backedriskanalysisandautomatedrepositoryrebuildpromptgeneration.
Built with
PythonFastAPIOllamaReactAST AnalysisStatic AnalysisCode Intelligence
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praveenlk41@gmail.com