Project Title

bisheng — Open LLM DevOps Platform for Next-Generation Enterprise AI Applications

Overview

Bisheng is an open-source LLM application devops platform designed for enterprise scenarios, offering a comprehensive set of features including workflow orchestration, model management, and enterprise-level system management. It stands out for its unique workflow system, LingSight agent, and focus on embedding expert-level domain knowledge into AI operations.

Key Features

LingSight: A general-purpose agent with expert-level taste, utilizing the AGL framework to embed domain expertise into AI.
BISHENG Workflow: A powerful, user-friendly application orchestration framework supporting complex logic and human intervention.
Enterprise-Grade Design: Tailored for enterprise applications, including document review, report generation, and multi-agent collaboration.

Use Cases

Leading organizations and Fortune 500 companies use Bisheng for document review and fixed-layout report generation.
It supports multi-agent collaboration for policy update comparison and support ticket assistance.
Bisheng is used for meeting minutes generation, resume screening, and call recording analysis.

Advantages

Comprehensive feature set covering workflow, model management, and system management.
Unique workflow system that allows for complex operations and human intervention.
Designed to incorporate expert-level domain knowledge into AI operations.

Limitations / Considerations

The project's license is currently unknown, which may affect its use in certain commercial applications.
As an open-source project, community support and documentation may vary.

[Deepseek] and [Black Myth: Wukong]: Both projects are mentioned as inspirations, indicating a focus on high-quality, innovative solutions.
[LLM DevOps Platforms]: Other platforms that offer similar features but may lack Bisheng's unique workflow and expert embedding capabilities.

Basic Information

GitHub: https://github.com/dataelement/bisheng
Stars: 9,689
License: Unknown
Last Commit: 2025-09-24

📊 Project Information

Project Name: bisheng
GitHub URL: https://github.com/dataelement/bisheng
Programming Language: TypeScript
⭐ Stars: 9,689
🍴 Forks: 1,575
📅 Created: 2023-08-28
🔄 Last Updated: 2025-09-24

🏷️ Project Topics

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📚 Documentation

BISHENG Workflow

This article is automatically generated by AI based on GitHub project information and README content analysis

bisheng

Project Description