Desktop (macOS)Web demoCLIv0.22
ModuBro
Agentic RAG assistant platform where domain knowledge swaps in like a cartridge
0.83s
First window
97%
Evidence-gate accuracy (100 queries, 0 false positives)
224
Automated tests
Highlights
Module cartridges
The core stays put; domain knowledge swaps in as a single folder
No evidence, no answer
Answers cite the clauses found, and it refuses when there are none
Fully local
Local LLM and an embedded vector DB keep data on the device
Architecture
ModuBro core
modubro_contract
Personal Information Protection Act
Public statutes
_example
Neutral dummy module
+ New domain
Add one folder
Knowledge DBClassification rulesDoc templatesPromptsTools
Stack
PythonPySide6OllamaQdrantBGE-M3ONNX RuntimeSQLitePyInstaller