CVE-2026-56834

High

Description

PraisonAI is a multi-agent teams system. From version 3.8.1 to before version 4.6.59, PraisonAI's Dynamic Context Discovery feature exposes artifact helper tools through ctx.get_tools(). The implemented artifact tools do not enforce that the supplied artifact_path is an artifact created by the configured store or that it lives under the configured artifact base directory. Instead, artifact_head, artifact_tail, artifact_grep, and artifact_chunk wrap the caller-supplied path directly into an ArtifactRef and then read it from the host filesystem. As a result, any prompt/user/tool-caller that can influence those tool arguments can read files readable by the PraisonAI process, such as project .env files, cloud credentials, SSH keys, source files, or other local data. This issue has been patched in version 4.6.59.

SeverityHigh
CVSS7.5
Exploit probability—
ProductPraisonai
PublishedOct 23, 2026
First seenOct 23, 2026

How to fix

Update
  • praisonai4.6.59 or later

Affected products

ProductAffected versionsFixed in
praisonaiPyPI3.8.1 ≤ v < 4.6.594.6.59

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