llama-index

Name: llama-index
Rating: 4.44 (1 reviews)
Author: run-llama

#30 · by run-llama

framework

4.44/ 5.00

trustedBeta

Mar 20, 2026 at 4:02 AM6 signals analysedNo manual reviews · fully automated

Trust Signal Breakdown

high23 sub-signals across 6 dimensions

CVEs, dependency health, and supply chain integrity

3 of 3 sub-signals with data

Known CVEs40%4.1

11 CVE(s) found — 0 unpatched

via OSV.dev

Dependency Health30%5.0

8 dependencies (minimal)

via npm / PyPI

Supply Chain30%4.8

26 transitive CVEs found (penalty: -0.25)

via npm provenance

Uptime, latency, error rates, and incident history

4 of 4 sub-signals with data

Uptime35%5.0

99.90% over 1000 checks

via Health checks

Response Latency25%4.0

p99: 211ms, p50: 78ms

via Health checks

Error Rate20%4.0

0.10% error rate (1/1000)

via Health checks

Incident History20%2.0

5 incidents in last 90 days

via Incidents table

Commit recency, release cadence, issue response, CI/CD

4 of 4 sub-signals with data

Commit Recency30%5.0

via GitHub

Release Cadence25%5.0

via GitHub

Issue Response20%1.0

via GitHub

CI/CD Presence25%5.0

via GitHub Actions

Downloads, stars, dependents, and growth trajectory

2 of 4 sub-signals with data

Download Volume55%4.5

2,527,920 weekly downloads

via npm / PyPI

GitHub Stars45%5.0

47,804 stars

via GitHub

Dependent Packagesno data—

Weight redistributed to sub-signals with data

Growth Trendno data—

Weight redistributed to sub-signals with data

License, documentation, security policy, changelog

4 of 4 sub-signals with data

Open Source30%5.0

Public repo with OSI-approved license (mit)

via GitHub

Documentation25%5.0

Docs site present with comprehensive README (>2000 bytes + examples)

via GitHub

Security Policy20%5.0

SECURITY.md present

via GitHub

Changelog25%5.0

CHANGELOG.md present and releases exist

via GitHub

Track record, org maturity, community standing

4 of 4 sub-signals with data

Track Record30%4.0

Internal: 1.0 (0 services), External: 4.0 (3490 followers, 25278 stars)

via Fabric index

Org Maturity30%4.5

Organization, 2.9 years old

via GitHub

Community Standing20%5.0

113 public repositories

via GitHub

Cross-Platform20%3.0

Present on 2 platform(s): github, pypi

via Registry scan

About this score

Scored across 23 sub-signals in 6 dimensionsScoring engine v1 (beta) — actively being expandedPhase 1: Core sub-signal architecture (live)Phase 2: Permission scope & expanded collection (in progress)

Trust AssessmentAI Assessment

llama-index is a Python data framework published by run-llama with an unknown license, providing data ingestion, indexing, and retrieval augmented generation capabilities for LLM applications. The framework shows strong operational stability with 100% uptime and maintains 8 dependencies including OpenAI integrations and file readers, though 11 CVEs have been detected in its vulnerability history. The unknown license status presents a compliance risk for production deployments requiring clear licensing terms.

Generated by Fabric AI · Mar 4, 2026 at 4:17 AM

Service Health (30d)

99.90%

p50: 78ms · p99: 211ms

Avg Latency

83ms

averaged across 30d health checks

Weekly Downloads

2.5M

PyPI weekly

Transparency & Compliance5/5 passed

✓