STACKQUADRANT

dataelement/bisheng

AI DevOps

BISHENG is an open LLM devops platform for next generation Enterprise AI applications. Powerful and comprehensive features include: GenAI workflow, RAG, Agent, Unified model management, Evaluation, SFT, Dataset Management, Enterprise-level System Management, Observability and more.

8.3
GitHub Metrics
Stars
12.1k
Forks
2.0k
Open Issues
20
Watchers
622
Contributors
77
Weekly Commits
8
Language
Python
License
Apache-2.0
Last Commit
Oct 16, 2026
Created
Aug 28, 2023
Latest Release
v2.6.0-fix2
Release Date
Aug 11, 2026
Synced: Oct 17, 2026
Quality Scores
Documentation Qualityw: 20%
8.1

Has docs site (http://www.bisheng.ai). Description: 282 chars. Stars signal: 12,061. Contributors: 77. Score: 8.1/10

Community Healthw: 20%
8.4

Stars: 12,061. Contributors: 77. Watchers: 622. Forks: 1,978. Issue ratio: 0.2%. Score: 8.4/10

Maintenance Velocityw: 15%
9.0

Last commit: 1d ago. Weekly commits: 8. Latest release: v2.6.0-fix2. Maturity bonus: 3.1y old. Score: 9/10

API Design & DXw: 20%
8.2

Stars/issues ratio: 603. Dynamic language: Python. Has documentation site. Permissive license: Apache-2.0. Popularity signal: 12,061 stars. Score: 8.2/10

Production Readinessw: 15%
7.7

Battle-tested: 12,061 stars. Peer review: 77 contributors. Versioned: v2.6.0-fix2. Licensed: Apache-2.0. Age: 3.1 years. Maintenance: last commit 1d ago. Score: 7.7/10

Ecosystem Integrationw: 10%
8.5

Fork interest: 1,978. Major ecosystem: Python. Integration-friendly: Apache-2.0. Adoption: 12,061 stars. Has web presence. Score: 8.5/10

Tags
agentaichatbotenterprisefinetunegenaigptlangchianllamallm
Radar
Documentation Quality
Community Health
Maintenance Velocity
API Design & DX
Production Readiness
Ecosystem Integration