dataelement/bisheng

Built on a unified orchestration framework that handles GenAI workflows, RAG, and multi-agent systems with human-in-the-loop capabilities—supporting loops, parallelism, and conditional logic through intuitive visual flowcharts. Includes proprietary high-precision document parsing models (trained on 5+ years of data) for OCR, table/layout recognition, and handwritten text, deployable privately. Integrates with LangChain and LLaMA-Factory ecosystems while offering enterprise infrastructure: RBAC, SSO/LDAP, traffic control, vulnerability scanning, and high-availability deployment with bundled Elasticsearch and Milvus.

11,189 stars. Actively maintained with 10 commits in the last 30 days.