Project screenshots
Overview
BISHENG is an open LLM application DevOps platform focusing on enterprise scenarios. Named after the inventor of movable type printing, the platform aims to support the widespread implementation of intelligent applications. It provides an independent and comprehensive application orchestration framework that allows human-in-the-loop interventions, complex logic execution like loops and parallelism, and high-precision document parsing. It is utilized by industry-leading organizations and Fortune 500 companies.
Key features
- Lingsight general-purpose agent with expert-level taste via Agent Guidance Language (AGL)
- Unique BISHENG Workflow with independent and comprehensive application orchestration
- Human-in-the-loop intervention during workflow execution
- Visual flowchart-based logic for loops, parallelism, and batch processing
- High-precision document parsing (printed, handwritten, rare characters, tables, layouts, seals)
- Enterprise-grade features: RBAC, SSO/LDAP, security review, vulnerability scanning, traffic control
- Unified model management, Evaluation, SFT, and Dataset Management
Requirements, installation and quick start
Usage
Model compatibility and use cases
Not stated in the repository metadata
License and risk notes
Licensed under Apache-2.0.
Editorial verification 2026-08-09: repository URL, owner, description, license and repository statistics were reviewed. License metadata: Apache-2.0. README was fetched for the channel draft; re-check repository dependencies, releases and model terms before production use.
Release and maintenance
Not stated in the repository metadata