Security Deep Dive
ragflow
Security posture and CVE patch evidence from tracked releases.
5 critical dependency CVEs affects v0.25.6.
Audit transitive dependencies; consider upgrading or pinning replacements.
Versions by Severity
CVEs are attributed to tracked releases published before the patch release.
| Version | Published | C | H | M | L | KEV | Notes |
|---|---|---|---|---|---|---|---|
| v0.25.6 | 2026-05-27 | — | — | — | — | — |
Latest
|
| v0.25.5 | 2026-05-20 | — | — | — | — | — |
—
|
| v0.25.4 | 2026-05-14 | — | — | — | — | — |
—
|
| v0.25.3 | 2026-05-13 | — | — | — | — | — |
—
|
| v0.25.2 | 2026-05-09 | — | — | — | — | — |
Patches
CVE-2026-42208
|
| v0.25.1 | 2026-04-30 | 1 | — | — | — | KEV 1 |
—
|
| v0.25.0 | 2026-04-21 | 1 | — | — | — | KEV 1 |
—
|
| v0.24.0 | 2026-02-10 | 1 | — | — | — | KEV 1 |
—
|
— Signed
— SLSA
— SBOM
✓ Security policy
Weekly cadence · 6d median
Active maintainer
Trust Signals — 3 of 9 Present
Evidence already collected from releases and repository metadata.
3/9
Present
Signed releases
Unknown
Latest release artifact signature
Latest release
—
SLSA provenance
Unknown
Attestation predicate level
Latest release
—
SBOM published
Unknown
GitHub SBOM API
Latest release
—
SECURITY.md
Present
GitHub repository metadata
Repository policy
Checked: 22d ago
Release cadence: weekly
Present
6d median over recent releases
Release history
Latest release: 8d ago
Maintainer active
Present
Recent commit activity
Repository
Last commit: 1d ago
Checksums (SHA256SUMS)
Not active yet
SHA256SUMS or equivalent
Release asset
Latest release: 8d ago
GitHub Actions attestation
Not active yet
actions/attest-build-provenance
Workflow file
Latest release: 8d ago
Signing assets
Not active yet
.sig, .crt, cosign.pub, or similar
Release asset
Latest release: 8d ago
0.8/10
Security Score
Dependency Exposure
163 transitive dependency
CVEs found in the latest SBOM.
5 critical.
Security Score
A composite score aggregating Scorecard performance, CVE patch history, OpenSSF badge tier, and dependency vulnerability exposure. Score ≥ 7.0 is healthy; < 4.0 warrants attention.
epss
0.25 / 0.5
Max EPSS 0.569
freshness
1.00 / 1.0
1d stale
scorecard
2.00 / 4.0
⚠ Estimated — not yet collected
cve health
0.00 / 2.5
⚠ No direct scan — 5c/69h transitive CVEs
patch speed
0.50 / 0.5
⚠ Estimated — no CVE patch history
kev exposure
-1.50 / 1.5
KEV exposure detected
supply chain risk
-1.50 / 10.0
Risk 100.0/100
Score breakdown
schema v2Vulnerability posture
vulnerability posture
0.0
25%
direct cves: clear
cve scan: estimated
Release responsiveness
release responsiveness
10.0
5%
patch speed days: no_history
Dependency exposure
dependency exposure
0.0
10%
supply chain risk: 100.0
transitive cves: 5c/69h
Provenance trust
provenance trust
5.0
40%
scorecard score: estimated
openssf badge: none
Maintainer health
maintainer health
10.0
10%
activity freshness: 1d
Operational risk
operational risk
1.5
10%
kev exposure: detected
epss max: 0.569
How is this calculated?
The six dimensions group the legacy score signals into weighted categories: direct vulnerability status, patch responsiveness, dependency exposure, provenance checks, maintainer activity, and exploitability risk. The flat component values above remain available for compatibility.
Supply Chain Risk
Risk 100.0/100
5
Transitive critical CVEs
0
KEV-transitive CVEs
54%
Dependency freshness
OpenSSF Badge
OpenSSF none
Badge indicates adherence to open-source best practices.
CVE Patch History
Tracks CVEs that were addressed in tagged releases. Shorter gap between disclosure and patch = faster response. EPSS = predicted probability of exploitation in next 30 days (FIRST.org); colored at ≥90%ile and ≥50%ile.
CVEs Patched by Year
Critical
High
Medium
Low
2026
1
| CVE | Severity | EPSS | Disclosed | Fixed in | Days to fix | vs Ecosystem Median | KEV |
|---|---|---|---|---|---|---|---|
| CVE-2026-42208 | CRITICAL | 98%ile | — | v0.25.2 | — | — | KEV |
KEV = CISA Known Exploited Vulnerabilities catalog — actively exploited in the wild.
Dependency Vulnerabilities
2439 dependencies scanned
View full dependency list →
Scanning the SBOM (Software Bill of Materials) of the latest release for known vulnerabilities in transitive dependencies.
Critical
5
High
69
Medium
68
Low
18
Unknown
3
Critical
5
High
69
Medium
68
Low
18
Unknown
3
| CVE | Severity | KEV | Dependency | Affected version | Cleared in release |
|---|---|---|---|---|---|
| CVE-2019-6446 | critical | — | numpy | — | v0.25.2 |
| CVE-2026-26216 | critical | — | crawl4ai | 0.7.6 | v0.25.2 |
| CVE-2026-26217 | critical | — | crawl4ai | 0.7.6 | v0.25.2 |
| CVE-2026-35030 | critical | — | litellm | 1.82.6 | v0.25.2 |
| CVE-2026-42208 | critical | — | litellm | 1.82.6 | v0.25.3 |
| CVE-2014-1858 | high | — | numpy | — | v0.25.2 |
| CVE-2014-1859 | high | — | numpy | — | v0.25.2 |
| CVE-2017-12852 | high | — | numpy | — | v0.25.2 |
| CVE-2018-18074 | high | — | requests | — | v0.25.2 |
| CVE-2020-7694 | high | — | uvicorn | — | v0.25.2 |
| CVE-2020-7695 | high | — | uvicorn | — | v0.25.2 |
| CVE-2021-32677 | high | — | fastapi | — | v0.25.2 |
| CVE-2021-33503 | high | — | urllib3 | 1.26.0 | v0.25.2 |
| CVE-2021-41495 | high | — | numpy | — | v0.25.2 |
| CVE-2022-0235 | high | — | node-fetch | 1.7.3 | v0.25.2 |
| CVE-2023-30533 | high | — | xlsx | 0.18.5 | v0.25.2 |
| CVE-2023-43804 | high | — | urllib3 | 1.26.0 | v0.25.2 |
| CVE-2024-22363 | high | — | xlsx | 0.18.5 | v0.25.2 |
| CVE-2024-23334 | high | — | aiohttp | 3.8.0 | v0.25.2 |
| CVE-2024-24762 | high | — | fastapi | — | v0.25.2 |
| CVE-2024-30251 | high | — | aiohttp | 3.8.0 | v0.25.2 |
| CVE-2024-4367 | high | — | pdfjs-dist | 2.16.105 | v0.25.2 |
| CVE-2025-64512 | high | — | pdfminer-six | 20221105 | v0.25.2 |
| CVE-2025-66416 | high | — | mcp | 1.19.0 | v0.25.2 |
| CVE-2025-66418 | high | — | urllib3 | 1.26.0 | v0.25.2 |
| CVE-2025-66471 | high | — | urllib3 | 1.26.0 | v0.25.2 |
| CVE-2025-67221 | high | — | orjson | 3.10.18 | v0.25.2 |
| CVE-2025-69223 | high | — | aiohttp | 3.8.0 | v0.25.2 |
| CVE-2025-70559 | high | — | pdfminer-six | 20221105 | v0.25.2 |
| CVE-2026-21441 | high | — | urllib3 | 1.26.0 | v0.25.2 |
| CVE-2026-21884 | high | — | react-router | 7.11.0 | v0.25.2 |
| CVE-2026-22029 | high | — | react-router | 7.11.0 | v0.25.2 |
| CVE-2026-25990 | high | — | pillow | 12.0.0 | v0.25.2 |
| CVE-2026-26007 | high | — | cryptography | 44.0.3 | v0.25.2 |
| CVE-2026-26996 | high | — | minimatch | 3.1.2 | v0.25.2 |
| CVE-2026-27148 | high | — | storybook | 9.1.17 | v0.25.2 |
| CVE-2026-27459 | high | — | pyopenssl | 25.1.0 | v0.25.2 |
| CVE-2026-27601 | high | — | underscore | 1.13.7 | v0.25.2 |
| CVE-2026-27606 | high | — | rollup | 4.54.0 | v0.25.2 |
| CVE-2026-27903 | high | — | minimatch | 3.1.2 | v0.25.2 |
| CVE-2026-27904 | high | — | minimatch | 3.1.2 | v0.25.2 |
| CVE-2026-29063 | high | — | immutable | 4.3.7 | v0.25.2 |
| CVE-2026-29074 | high | — | svgo | 3.3.2 | v0.25.2 |
| CVE-2026-32141 | high | — | flatted | 3.3.3 | v0.25.2 |
| CVE-2026-32274 | high | — | black | 22.0.0 | v0.25.2 |
| CVE-2026-32597 | high | — | pyjwt | 2.8.0 | v0.25.2 |
| CVE-2026-33079 | high | — | mistune | 3.2.0 | v0.25.2 |
| CVE-2026-33228 | high | — | flatted | 3.3.3 | v0.25.2 |
| CVE-2026-33671 | high | — | picomatch | 2.3.1 | v0.25.2 |
| CVE-2026-33752 | high | — | curl-cffi | 0.14.0 | v0.25.2 |
| CVE-2026-34601 | high | — | @xmldom/xmldom | 0.8.11 | v0.25.2 |
| CVE-2026-35029 | high | — | litellm | 1.82.6 | v0.25.2 |
| CVE-2026-39363 | high | — | vite | 7.3.0 | v0.25.2 |
| CVE-2026-39364 | high | — | vite | 7.3.0 | v0.25.2 |
| CVE-2026-40192 | high | — | pillow | 12.0.0 | v0.25.2 |
| CVE-2026-41066 | high | — | lxml | 5.4.0 | v0.25.2 |
| CVE-2026-41602 | high | — | github.com/apache/thrift | v0.22.0 | v0.25.2 |
| CVE-2026-41672 | high | — | @xmldom/xmldom | 0.8.11 | v0.25.2 |
| CVE-2026-41673 | high | — | @xmldom/xmldom | 0.8.11 | v0.25.2 |
| CVE-2026-41674 | high | — | @xmldom/xmldom | 0.8.11 | v0.25.2 |
| CVE-2026-41675 | high | — | @xmldom/xmldom | 0.8.11 | v0.25.2 |
| CVE-2026-42033 | high | — | axios | 1.13.6 | v0.25.2 |
| CVE-2026-42035 | high | — | axios | 1.13.6 | v0.25.2 |
| CVE-2026-42043 | high | — | axios | 1.13.6 | v0.25.2 |
| CVE-2026-42203 | high | — | litellm | 1.82.6 | v0.25.2 |
| CVE-2026-42264 | high | — | axios | 1.13.6 | v0.25.2 |
| CVE-2026-42271 | high | — | litellm | 1.82.6 | v0.25.2 |
| CVE-2026-42311 | high | — | pillow | 12.0.0 | v0.25.2 |
| CVE-2026-42561 | high | — | python-multipart | 0.0.22 | v0.25.2 |
| CVE-2026-4800 | high | — | lodash | 4.17.23 | v0.25.2 |
| CVE-2026-6321 | high | — | fast-uri | 3.1.0 | v0.25.2 |
| CVE-2026-6322 | high | — | fast-uri | 3.1.0 | v0.25.2 |
| GHSA-5c6j-r48x-rmvq | high | — | serialize-javascript | 6.0.2 | v0.25.2 |
| GHSA-69x8-hrgq-fjj8 | high | — | litellm | 1.82.6 | v0.25.2 |
| CVE-2014-1829 | medium | — | requests | — | v0.25.2 |
| CVE-2014-1830 | medium | — | requests | — | v0.25.2 |
| CVE-2015-2296 | medium | — | requests | — | v0.25.2 |
| CVE-2021-28363 | medium | — | urllib3 | 1.26.0 | v0.25.2 |
| CVE-2021-33430 | medium | — | numpy | — | v0.25.2 |
| CVE-2021-34141 | medium | — | numpy | — | v0.25.2 |
| CVE-2021-41496 | medium | — | numpy | — | v0.25.2 |
| CVE-2022-2309 | medium | — | lxml | 4.9.0 | v0.25.2 |
| CVE-2023-32681 | medium | — | requests | — | v0.25.2 |
| CVE-2023-37276 | medium | — | aiohttp | 3.8.0 | v0.25.2 |
| CVE-2023-45803 | medium | — | urllib3 | 1.26.0 | v0.25.2 |
| CVE-2023-47627 | medium | — | aiohttp | 3.8.0 | v0.25.2 |
| CVE-2023-49081 | medium | — | aiohttp | 3.8.0 | v0.25.2 |
| CVE-2023-49082 | medium | — | aiohttp | 3.8.0 | v0.25.2 |
| CVE-2024-21503 | medium | — | black | 22.0.0 | v0.25.2 |
| CVE-2024-23829 | medium | — | aiohttp | 3.8.0 | v0.25.2 |
| CVE-2024-27306 | medium | — | aiohttp | 3.8.0 | v0.25.2 |
| CVE-2024-35195 | medium | — | requests | — | v0.25.2 |
| CVE-2024-3772 | medium | — | pydantic | 2.0.0 | v0.25.2 |
| CVE-2024-37891 | medium | — | urllib3 | 1.26.0 | v0.25.2 |
| CVE-2024-47081 | medium | — | requests | — | v0.25.2 |
| CVE-2024-52304 | medium | — | aiohttp | 3.8.0 | v0.25.2 |
| CVE-2024-53382 | medium | — | prismjs | 1.27.0 | v0.25.2 |
| CVE-2025-15284 | medium | — | qs | 6.14.0 | v0.25.2 |
| CVE-2025-50181 | medium | — | urllib3 | 1.26.0 | v0.25.2 |
| CVE-2025-62718 | medium | — | axios | 1.13.6 | v0.25.2 |
| CVE-2025-68463 | medium | — | biopython | 1.86 | v0.25.2 |
| CVE-2025-69227 | medium | — | aiohttp | 3.8.0 | v0.25.2 |
| CVE-2025-69228 | medium | — | aiohttp | 3.8.0 | v0.25.2 |
| CVE-2025-69229 | medium | — | aiohttp | 3.8.0 | v0.25.2 |
| CVE-2025-69534 | medium | — | markdown | 3.6 | v0.25.2 |
| CVE-2025-69872 | medium | — | diskcache | 5.6.3 | v0.25.2 |
| CVE-2025-69873 | medium | — | ajv | 6.12.6 | v0.25.2 |
| CVE-2025-71176 | medium | — | pytest | 9.0.2 | v0.25.2 |
| CVE-2026-22030 | medium | — | react-router | 7.11.0 | v0.25.2 |
| CVE-2026-22815 | medium | — | aiohttp | 3.13.3 | v0.25.2 |
| CVE-2026-25645 | medium | — | requests | 2.32.5 | v0.25.2 |
| CVE-2026-2950 | medium | — | lodash | 4.17.23 | v0.25.2 |
| CVE-2026-33532 | medium | — | yaml | 1.10.2 | v0.25.2 |
| CVE-2026-33672 | medium | — | picomatch | 2.3.1 | v0.25.2 |
| CVE-2026-33750 | medium | — | brace-expansion | 2.0.2 | v0.25.2 |
| CVE-2026-34043 | medium | — | serialize-javascript | 6.0.2 | v0.25.2 |
| CVE-2026-34515 | medium | — | aiohttp | 3.13.3 | v0.25.2 |
| CVE-2026-34516 | medium | — | aiohttp | 3.13.3 | v0.25.2 |
| CVE-2026-34525 | medium | — | aiohttp | 3.13.3 | v0.25.2 |
| CVE-2026-39365 | medium | — | vite | 7.3.0 | v0.25.2 |
| CVE-2026-40175 | medium | — | axios | 1.13.6 | v0.25.2 |
| CVE-2026-40347 | medium | — | python-multipart | 0.0.22 | v0.25.2 |
| CVE-2026-41238 | medium | — | dompurify | 3.3.2 | v0.25.2 |
| CVE-2026-41239 | medium | — | dompurify | 3.3.2 | v0.25.2 |
| CVE-2026-41240 | medium | — | dompurify | 3.3.2 | v0.25.2 |
| CVE-2026-41305 | medium | — | postcss | 8.5.6 | v0.25.2 |
| CVE-2026-42034 | medium | — | axios | 1.13.6 | v0.25.2 |
| CVE-2026-42036 | medium | — | axios | 1.13.6 | v0.25.2 |
| CVE-2026-42037 | medium | — | axios | 1.13.6 | v0.25.2 |
| CVE-2026-42038 | medium | — | axios | 1.13.6 | v0.25.2 |
| CVE-2026-42039 | medium | — | axios | 1.13.6 | v0.25.2 |
| CVE-2026-42041 | medium | — | axios | 1.13.6 | v0.25.2 |
| CVE-2026-42042 | medium | — | axios | 1.13.6 | v0.25.2 |
| CVE-2026-42044 | medium | — | axios | 1.13.6 | v0.25.2 |
| CVE-2026-42308 | medium | — | pillow | 12.0.0 | v0.25.2 |
| CVE-2026-42309 | medium | — | pillow | 12.0.0 | v0.25.2 |
| CVE-2026-42310 | medium | — | pillow | 12.0.0 | v0.25.2 |
| GHSA-39q2-94rc-95cp | medium | — | dompurify | 3.3.2 | v0.25.2 |
| GHSA-pjjw-qhg8-p2p9 | medium | — | aiohttp | 3.8.0 | v0.25.2 |
| GHSA-r4q5-vmmm-2653 | medium | — | follow-redirects | 1.15.11 | v0.25.2 |
| GHSA-xmrv-pmrh-hhx2 | medium | — | github.com/aws/aws-sdk-go-v2/service/s3 | v1.96.4 | v0.25.2 |
| GHSA-xmrv-pmrh-hhx2 | medium | — | github.com/aws/aws-sdk-go-v2/aws/protocol/eventstream | v1.7.6 | v0.25.2 |
| CVE-2025-53643 | low | — | aiohttp | 3.8.0 | v0.25.2 |
| CVE-2025-69224 | low | — | aiohttp | 3.8.0 | v0.25.2 |
| CVE-2025-69225 | low | — | aiohttp | 3.8.0 | v0.25.2 |
| CVE-2025-69226 | low | — | aiohttp | 3.8.0 | v0.25.2 |
| CVE-2025-69230 | low | — | aiohttp | 3.8.0 | v0.25.2 |
| CVE-2026-2391 | low | — | qs | 6.14.0 | v0.25.2 |
| CVE-2026-24001 | low | — | diff | 5.2.0 | v0.25.2 |
| CVE-2026-27448 | low | — | pyopenssl | 25.1.0 | v0.25.2 |
| CVE-2026-34073 | low | — | cryptography | 44.0.3 | v0.25.2 |
| CVE-2026-3449 | low | — | @tootallnate/once | 2.0.0 | v0.25.2 |
| CVE-2026-34513 | low | — | aiohttp | 3.13.3 | v0.25.2 |
| CVE-2026-34514 | low | — | aiohttp | 3.13.3 | v0.25.2 |
| CVE-2026-34517 | low | — | aiohttp | 3.13.3 | v0.25.2 |
| CVE-2026-34518 | low | — | aiohttp | 3.13.3 | v0.25.2 |
| CVE-2026-34519 | low | — | aiohttp | 3.13.3 | v0.25.2 |
| CVE-2026-34520 | low | — | aiohttp | 3.13.3 | v0.25.2 |
| CVE-2026-42040 | low | — | axios | 1.13.6 | v0.25.2 |
| CVE-2026-4539 | low | — | pygments | 2.19.2 | v0.25.2 |
| CVE-2020-13091 | unknown | — | pandas | — | v0.25.2 |
| CVE-2022-42969 | unknown | — | py | 1.11.0 | v0.25.2 |
| CVE-2026-33814 | unknown | — | golang.org/x/net | v0.49.0 | v0.25.2 |
Showing 163 of 163