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📑 PageIndex: Document Index for Vectorless, Reasoning-based RAG

frameworkPythonMIT
GitHubCompare
Refreshed 4h ago
OverviewActivity52wAlternativesDocs
Stars35.3k
Forks3.1k
HF Downloads30d
Last commit10h ago
Refreshed4h ago
Project healthActiveLast commit 10h ago.
Production readinessMVP-readySuitable for non-critical production use.
Risk notesMITVerify license before production use.
AgentHub Score
90 / 100
Composite score from 6 signals. How we score →
Active project
90Score
Growth
98A+
Activity
96A+
Documentation
50C
Maturity
94A+
Community
95A+
Production
58C
GitHub stars · 30 days observed35.3k +2.10% / 30d
snapshots
Repository activity · 30 days observedReal snapshots from pushed_at
inactivepushed
2026-07-262026-08-26
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
LicenseMIT
Sourcegithub
Open source✗ No
Commercial use
Docs
Demo
Paper

AgentHub Score

90
Score 90/100
Top performer

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