Medium

Pydantic AI: Excessive resource use when local web fetching converts nested HTML

  • Disclosed: 08.10.2026
  • Updated: 15.10.2026 18:17

Summary

Applications using Pydantic AI's local web-fetch tool can experience excessive CPU and memory use when it converts attacker-controlled HTML. An agent must fetch the affected page; provider-native web fetching is not affected.

Details

Nested block elements cause HTML-to-Markdown conversion to reprocess accumulated text at each level and can greatly expand the intermediate output. The response-body limit bounds downloaded bytes, while the returned-content limit is applied only after conversion. On current releases, conversion runs in a worker thread but can still consume substantial resources and delay other work in the process. Older releases performed conversion on the event loop.

Mitigation

Upgrade to a patched release of pydantic-ai or pydantic-ai-slim. If you cannot upgrade yet, avoid using local web fetching for attacker-controlled HTML.

Affected software

Click a technology to see all vulnerabilities affecting it.

PlatformPackageVulnerable versionsFixed in
Python (PyPI) pydantic-ai >= 1.77.0, < 1.107.7, >= 2.0.0b1, < 2.52.0 1.107.7, 2.52.0
Python (PyPI) pydantic-ai-slim >= 1.77.0, < 1.107.7, >= 2.0.0b1, < 2.52.0 1.107.7, 2.52.0

References

CVSS score 6.5/10
CVSS vector
CVSS:3.1/AV:N/AC:L/PR:N/UI:R/S:U/C:N/I:N/A:H
Weakness (CWE)
CWE-400, CWE-407
Platform
Python (PyPI)
Package
pydantic-ai, pydantic-ai-slim
Disclosed
08.10.2026
Updated
15.10.2026 18:17

Sources and licenses

OSV / GitHub Advisory Database - PYSEC-2026-4281 - PyPA Advisory Database; CC BY 4.0

OSV / GitHub Advisory Database - GHSA-v36g-jcw9-x7cw - CC BY 4.0

OSV / GitHub Advisory Database - PYSEC-2026-4290 - PyPA Advisory Database; CC BY 4.0

Vulnerability history: pydantic-ai

All published vulnerabilities of this package (Python (PyPI)), newest first. Shows whether this is a one-off slip or a package that needs watching.

All (14) in the archive
Total entries
14
First → latest
02.2026 10.2026
Without a fix
0
Exploited in attacks
0

Severity breakdown

  • High 4
  • Medium 8
  • Low 2

Disclosures per year

  1. 2026: 14
Severity:
  1. Pydantic AI: Excessive resource use when local web fetching converts nested HTML this entry
    Medium · 6.5 CVE-2026-107287 >= 1.77.0, < 1.107.7, >= 2.0.0b1, < 2.52.0 1.107.7, 2.52.0
  2. High · 7.1 CVE-2026-25640 >= 1.34.0, < 1.51.0 1.51.0
  3. High · 8.6 CVE-2026-25580 >= 0.0.26, < 1.56.0 1.56.0

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