SmartBench v0.6.0 — Universal Code Diagnostic Platform

🔬 SmartBench v0.6.0

LLM-powered universal code diagnostic platform — 14 languages, multi-agent debate, RAG + evidence verification. Zero hallucination guarantee.

✨ Highlights

• 14 languages + 20+ frameworks supported
• 5-stage diagnostic pipeline
• Multi-agent debate engine with evidence verification (Proposer → Verifier → Critique → Judge)
• RAG vector retrieval with 3-tier embedding fallback
• Code graph engine (12-language AST parsing)
• 5 verified strategy templates
• 8 LLM providers auto-detected
• API keys in-memory only, never on disk

📦 Installation

pip install smartbench-0.6.0-py3-none-any.whl
# with RAG support:
pip install smartbench-0.6.0-py3-none-any.whl[rag]
# or from GitHub:
pip install git+https://github.com/xianyu-sheng/SmartBench.git

🔗 Links

• Documentation
• 中文文档
• Demo Video