Medium

Pydantic AI: Unbounded memory use when downloading remote content via web_fetch or FileUrl

  • Disclosed: 08.10.2026
  • Updated: 15.10.2026 18:17

Summary

Several remote-content download paths in Pydantic AI buffered the entire HTTP response body into memory before enforcing any size limit. An application that exposes the local web-fetch tool (web_fetch_tool, or the WebFetch capability's local fallback) to untrusted prompts can be driven to fetch an attacker-chosen URL that streams a very large body, exhausting process memory and crashing the worker. The same unbounded buffering applied to FileUrl media downloads (ImageUrl, DocumentUrl, VideoUrl, AudioUrl).

This is an availability issue only. SSRF protections (scheme allowlist, private-IP and cloud-metadata blocking) are unaffected; there is no confidentiality or integrity impact.

Details

The download helpers read the full response body before applying content-size controls, so an existing text-length limit only truncated after the whole body was already in memory, and media downloads had no wire-level cap at all. A single large response could grow process memory without bound .

Who Is Affected

You are affected if your application registers the local web-fetch tool (or relies on the WebFetch capability's local fallback) and exposes the agent to untrusted prompts, or if it downloads large remote FileUrls influenced by untrusted input. Applications that only fetch developer-controlled URLs are not exposed to the model-chosen attack path.

Remediation

Upgrade to 2.24.0 or later (v2) or 1.107.2 or later (v1). Patched versions enforce a default 50 MiB cap on web-fetch and FileUrl downloads while streaming; pass None to the limit to restore the previous unbounded behavior.

Credits

Identified during internal review of media-download hardening.

Affected software

Click a technology to see all vulnerabilities affecting it.

PlatformPackageVulnerable versionsFixed in
Python (PyPI) pydantic-ai >= 1.77.0, < 1.107.2, >= 2.0.0b1, < 2.24.0 1.107.2, 2.24.0
Python (PyPI) pydantic-ai-slim >= 1.77.0, < 1.107.2, >= 2.0.0b1, < 2.24.0 1.107.2, 2.24.0

References

CVSS score 6.5/10
CVSS vector
CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
Weakness (CWE)
CWE-400, CWE-770
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-2026-4280 - PyPA Advisory Database; CC BY 4.0

OSV / GitHub Advisory Database - GHSA-v2xh-2vp8-57h8 - CC BY 4.0

OSV / GitHub Advisory Database - PYSEC-2026-4289 - 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: Unbounded memory use when downloading remote content via web_fetch or FileUrl this entry
    Medium · 6.5 CVE-2026-107294 >= 1.77.0, < 1.107.2, >= 2.0.0b1, < 2.24.0 1.107.2, 2.24.0
  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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