Security Deep Dive
LightRAG
Security posture and CVE patch evidence from tracked releases.
8 critical dependency CVEs affects v1.5.5rc1.
Audit transitive dependencies; consider upgrading or pinning replacements.
Trust Signals — 3 of 9 Present
Evidence already collected from releases and repository metadata.
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
No EPSS data
freshness
1.00 / 1.0
Up to date
scorecard
2.00 / 4.0
⚠ Estimated — not yet collected
cve health
0.00 / 2.5
No open CVEs
patch speed
0.50 / 0.5
⚠ Estimated — no CVE patch history
kev exposure
1.50 / 1.5
No KEV exposure
supply chain risk
-1.50 / 10.0
Risk 100.0/100
Score breakdown
schema v2Vulnerability posture
vulnerability posture
0.0
25%
Release responsiveness
release responsiveness
10.0
5%
Dependency exposure
dependency exposure
0.0
10%
Provenance trust
provenance trust
5.0
40%
Maintainer health
maintainer health
10.0
10%
Operational risk
operational risk
8.5
10%
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 100.0/100OpenSSF Badge
Badge indicates adherence to open-source best practices.
Dependency Vulnerabilities
Scanning the SBOM (Software Bill of Materials) of the latest release for known vulnerabilities in transitive dependencies.
Critical
8
High
43
Medium
57
Low
18
Unknown
3
| CVE | Severity | KEV | Dependency | Affected version | Cleared in release |
|---|---|---|---|---|---|
| CVE-2019-6446 | critical | — | numpy | — | v1.4.16 |
| CVE-2020-17446 | critical | — | asyncpg | 0.31.0,< 1.0.0 | v1.4.16 |
| CVE-2023-39662 | critical | — | llama-index | 0.14.0,< 1.0.0 | v1.4.16 |
| CVE-2024-23751 | critical | — | llama-index | 0.14.0,< 1.0.0 | v1.4.16 |
| CVE-2024-3829 | critical | — | qdrant-client | 1.11.0,< 2.0.0 | v1.4.16 |
| CVE-2025-14009 | critical | — | nltk | 3.9.2 | v1.4.16 |
| CVE-2025-1793 | critical | — | llama-index | 0.14.0,< 1.0.0 | v1.4.16 |
| CVE-2025-68664 | critical | — | langchain-core | 1.0.4 | v1.4.16 |
| CVE-2013-4251 | high | — | scipy | — | v1.4.16 |
| CVE-2014-1858 | high | — | numpy | — | v1.4.16 |
| CVE-2014-1859 | high | — | numpy | — | v1.4.16 |
| CVE-2016-5851 | high | — | python-docx | 0.8.11,< 2.0.0 | v1.4.16 |
| CVE-2017-12852 | high | — | numpy | — | v1.4.16 |
| CVE-2018-15560 | high | — | pycryptodome | 3.0.0,< 4.0.0 | v1.4.16 |
| CVE-2021-41495 | high | — | numpy | — | v1.4.16 |
| CVE-2023-52323 | high | — | pycryptodome | 3.0.0,< 4.0.0 | v1.4.16 |
| CVE-2024-12911 | high | — | llama-index | 0.14.0,< 1.0.0 | v1.4.16 |
| CVE-2024-23342 | high | — | ecdsa | 0.19.1 | v1.4.16 |
| CVE-2024-4181 | high | — | llama-index | 0.14.0,< 1.0.0 | v1.4.16 |
| CVE-2025-65106 | high | — | langchain-core | 1.0.4 | v1.4.16 |
| CVE-2025-66418 | high | — | urllib3 | 2.5.0 | v1.4.16 |
| CVE-2025-66471 | high | — | urllib3 | 2.5.0 | v1.4.16 |
| CVE-2025-67221 | high | — | orjson | 3.11.4 | v1.4.16 |
| CVE-2025-69223 | high | — | aiohttp | 3.13.2 | v1.4.16 |
| CVE-2025-6984 | high | — | langchain-community | 0.3.21 | v1.4.16 |
| CVE-2025-7707 | high | — | llama-index | 0.14.0,< 1.0.0 | v1.4.16 |
| CVE-2026-0846 | high | — | nltk | 3.9.2 | v1.4.16 |
| CVE-2026-0847 | high | — | nltk | 3.9.2 | v1.4.16 |
| CVE-2026-0994 | high | — | protobuf | 6.33.0 | v1.4.16 |
| CVE-2026-21441 | high | — | urllib3 | 2.5.0 | v1.4.16 |
| CVE-2026-23490 | high | — | pyasn1 | 0.6.1 | v1.4.16 |
| CVE-2026-24486 | high | — | python-multipart | 0.0.20 | v1.4.16 |
| CVE-2026-25990 | high | — | pillow | 11.3.0 | v1.4.16 |
| CVE-2026-26007 | high | — | cryptography | 46.0.3 | v1.4.16 |
| CVE-2026-30922 | high | — | pyasn1 | 0.6.1 | v1.4.16 |
| CVE-2026-32597 | high | — | pyjwt | 2.8.0 | v1.4.16 |
| CVE-2026-32874 | high | — | ujson | 5.11.0 | v1.4.16 |
| CVE-2026-32875 | high | — | ujson | 5.11.0 | v1.4.16 |
| CVE-2026-33231 | high | — | nltk | 3.9.2 | v1.4.16 |
| CVE-2026-33236 | high | — | nltk | 3.9.2 | v1.4.16 |
| CVE-2026-34070 | high | — | langchain-core | 1.0.4 | v1.4.16 |
| CVE-2026-40192 | high | — | pillow | 11.3.0 | v1.4.16 |
| CVE-2026-41066 | high | — | lxml | 6.0.2 | v1.4.16 |
| CVE-2026-42215 | high | — | gitpython | 3.1.45 | v1.4.16 |
| CVE-2026-42264 | high | — | axios | 1.15.1 | v1.4.16 |
| CVE-2026-42284 | high | — | gitpython | 3.1.45 | v1.4.16 |
| CVE-2026-42311 | high | — | pillow | 11.3.0 | v1.4.16 |
| CVE-2026-42561 | high | — | python-multipart | 0.0.20 | v1.4.16 |
| CVE-2026-44209 | high | — | banks | 2.2.0 | v1.4.16 |
| CVE-2026-44243 | high | — | gitpython | 3.1.45 | v1.4.16 |
| CVE-2026-44244 | high | — | gitpython | 3.1.45 | v1.4.16 |
| CVE-2013-2132 | medium | — | pymongo | 4.0.0,< 5.0.0 | v1.4.16 |
| CVE-2017-5992 | medium | — | openpyxl | 3.0.0,< 4.0.0 | v1.4.16 |
| CVE-2021-33430 | medium | — | numpy | — | v1.4.16 |
| CVE-2021-34141 | medium | — | numpy | — | v1.4.16 |
| CVE-2021-41496 | medium | — | numpy | — | v1.4.16 |
| CVE-2024-12910 | medium | — | llama-index | 0.14.0,< 1.0.0 | v1.4.16 |
| CVE-2024-5629 | medium | — | pymongo | 4.0.0,< 5.0.0 | v1.4.16 |
| CVE-2025-6211 | medium | — | llama-index | 0.14.0,< 1.0.0 | v1.4.16 |
| CVE-2025-62707 | medium | — | pypdf | 6.1.0 | v1.4.16 |
| CVE-2025-62708 | medium | — | pypdf | 6.1.0 | v1.4.16 |
| CVE-2025-66019 | medium | — | pypdf | 6.1.0 | v1.4.16 |
| CVE-2025-68146 | medium | — | filelock | 3.20.0 | v1.4.16 |
| CVE-2025-68480 | medium | — | marshmallow | 3.26.1 | v1.4.16 |
| CVE-2025-69227 | medium | — | aiohttp | 3.13.2 | v1.4.16 |
| CVE-2025-69228 | medium | — | aiohttp | 3.13.2 | v1.4.16 |
| CVE-2025-69229 | medium | — | aiohttp | 3.13.2 | v1.4.16 |
| CVE-2025-69872 | medium | — | diskcache | 5.6.3 | v1.4.16 |
| CVE-2025-71176 | medium | — | pytest | 8.4.2 | v1.4.16 |
| CVE-2026-1839 | medium | — | transformers | 4.57.1 | v1.4.16 |
| CVE-2026-22701 | medium | — | filelock | 3.20.0 | v1.4.16 |
| CVE-2026-22702 | medium | — | virtualenv | 20.35.4 | v1.4.16 |
| CVE-2026-22815 | medium | — | aiohttp | 3.13.2 | v1.4.16 |
| CVE-2026-24688 | medium | — | pypdf | 6.1.0 | v1.4.16 |
| CVE-2026-25528 | medium | — | langsmith | 0.4.38 | v1.4.16 |
| CVE-2026-25645 | medium | — | requests | 2.32.5 | v1.4.16 |
| CVE-2026-27024 | medium | — | pypdf | 6.1.0 | v1.4.16 |
| CVE-2026-27025 | medium | — | pypdf | 6.1.0 | v1.4.16 |
| CVE-2026-27026 | medium | — | pypdf | 6.1.0 | v1.4.16 |
| CVE-2026-27794 | medium | — | langgraph-checkpoint | 3.0.1 | v1.4.16 |
| CVE-2026-27888 | medium | — | pypdf | 6.1.0 | v1.4.16 |
| CVE-2026-28277 | medium | — | langgraph | 1.0.2 | v1.4.16 |
| CVE-2026-28351 | medium | — | pypdf | 6.1.0 | v1.4.16 |
| CVE-2026-28684 | medium | — | python-dotenv | 1.2.1 | v1.4.16 |
| CVE-2026-28804 | medium | — | pypdf | 6.1.0 | v1.4.16 |
| CVE-2026-31826 | medium | — | pypdf | 6.1.0 | v1.4.16 |
| CVE-2026-33123 | medium | — | pypdf | 6.1.0 | v1.4.16 |
| CVE-2026-33230 | medium | — | nltk | 3.9.2 | v1.4.16 |
| CVE-2026-33699 | medium | — | pypdf | 6.1.0 | v1.4.16 |
| CVE-2026-33936 | medium | — | ecdsa | 0.19.1 | v1.4.16 |
| CVE-2026-34515 | medium | — | aiohttp | 3.13.2 | v1.4.16 |
| CVE-2026-34516 | medium | — | aiohttp | 3.13.2 | v1.4.16 |
| CVE-2026-34525 | medium | — | aiohttp | 3.13.2 | v1.4.16 |
| CVE-2026-39892 | medium | — | cryptography | 46.0.3 | v1.4.16 |
| CVE-2026-40087 | medium | — | langchain-core | 1.0.4 | v1.4.16 |
| CVE-2026-40260 | medium | — | pypdf | 6.1.0 | v1.4.16 |
| CVE-2026-40347 | medium | — | python-multipart | 0.0.20 | v1.4.16 |
| CVE-2026-41168 | medium | — | pypdf | 6.1.0 | v1.4.16 |
| CVE-2026-41182 | medium | — | langsmith | 0.4.38 | v1.4.16 |
| CVE-2026-41312 | medium | — | pypdf | 6.1.0 | v1.4.16 |
| CVE-2026-41313 | medium | — | pypdf | 6.1.0 | v1.4.16 |
| CVE-2026-41314 | medium | — | pypdf | 6.1.0 | v1.4.16 |
| CVE-2026-41481 | medium | — | langchain-text-splitters | 0.3.11 | v1.4.16 |
| CVE-2026-42044 | medium | — | axios | 1.15.1 | v1.4.16 |
| CVE-2026-42308 | medium | — | pillow | 11.3.0 | v1.4.16 |
| CVE-2026-42309 | medium | — | pillow | 11.3.0 | v1.4.16 |
| CVE-2026-42310 | medium | — | pillow | 11.3.0 | v1.4.16 |
| GHSA-rf74-v2fm-23pw | medium | — | nltk | 3.9.2 | v1.4.16 |
| CVE-2025-69224 | low | — | aiohttp | 3.13.2 | v1.4.16 |
| CVE-2025-69225 | low | — | aiohttp | 3.13.2 | v1.4.16 |
| CVE-2025-69226 | low | — | aiohttp | 3.13.2 | v1.4.16 |
| CVE-2025-69230 | low | — | aiohttp | 3.13.2 | v1.4.16 |
| CVE-2026-22690 | low | — | pypdf | 6.1.0 | v1.4.16 |
| CVE-2026-22691 | low | — | pypdf | 6.1.0 | v1.4.16 |
| CVE-2026-26013 | low | — | langchain-core | 1.0.4 | v1.4.16 |
| CVE-2026-27628 | low | — | pypdf | 6.1.0 | v1.4.16 |
| CVE-2026-34073 | low | — | cryptography | 46.0.3 | v1.4.16 |
| CVE-2026-34513 | low | — | aiohttp | 3.13.2 | v1.4.16 |
| CVE-2026-34514 | low | — | aiohttp | 3.13.2 | v1.4.16 |
| CVE-2026-34517 | low | — | aiohttp | 3.13.2 | v1.4.16 |
| CVE-2026-34518 | low | — | aiohttp | 3.13.2 | v1.4.16 |
| CVE-2026-34519 | low | — | aiohttp | 3.13.2 | v1.4.16 |
| CVE-2026-34520 | low | — | aiohttp | 3.13.2 | v1.4.16 |
| CVE-2026-41488 | low | — | langchain-openai | 0.3.35 | v1.4.16 |
| CVE-2026-4539 | low | — | pygments | 2.19.2 | v1.4.16 |
| CVE-2026-6587 | low | — | ragas | 0.3.8 | v1.4.16 |
| CVE-2023-25399 | unknown | — | scipy | — | v1.4.16 |
| CVE-2023-29824 | unknown | — | scipy | — | v1.4.16 |
| CVE-2024-45201 | unknown | — | llama-index | 0.14.0,< 1.0.0 | v1.4.16 |
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