Explore/framework/AReaL
A

areal-project/AReaLActive

The RL Bridge for LLM-based Agent Applications. Made Simple & Flexible.

frameworkPythonApache-2.0
GitHubCompare
Refreshed just now
OverviewActivity52wAlternativesDocs
Stars5.8k
Forks623
HF Downloads—30d
Last commitjust now
Refreshedjust now
Project healthActiveLast commit just now.
Production readinessMVP-readySuitable for non-critical production use.
Risk notesApache-2.0Verify license before production use.
AgentHub Score
82 / 100
Composite score from 6 signals. How we score →
Active project
82Score
Growth
98A+
Activity
96A+
Documentation
50C
Maturity
92A
Community
95A+
Production
58C
GitHub stars · 78 days observed5.8k +1.37% / 30d
snapshots
Repository activity · 78 days observedReal snapshots from pushed_at
inactivepushed
2026-07-262026-10-13
Practical assessment
Should you use it?

✓ Best for

  • Multi-agent orchestration
  • Production agentic workflows
  • Stateful long-running tasks

◎ Strengths

  • Stable API
  • Active release cadence
  • Strong GitHub community

✕ Not ideal for

  • Simple single-step automation
  • Teams without Python/ML expertise

⚠ Watch-outs

  • Breaking changes between minor versions
  • Ecosystem lock-in if tightly coupled
Technical details
What's inside
LanguagePython
LicenseApache-2.0
Sourcegithub
Open source✗ No
Commercial use—
Docs—
Demo—
Paper—

AgentHub Score

82
Score 82/100
Top performer

Alternatives

E
ECC
278.1k · framework
95
R
rea
176.9k · framework
95
P
ponytail
162.1k · framework
95
C
cc-switch
143.5k · framework
95
Compare all →

Recent activity

Latest commit just nowjust now
Indexed by AgentHub crawlerjust now
Monitor for new releasesongoing