This advisory has been withdrawn because it is a duplicate of GHSA-4gfv-wg42-7jw5. This link is maintained to preserve external references.

PraisonAI (pip package praisonaiagents) before 1.6.78 contains an unsafe dynamic module loading vulnerability in AgentFlow. resolve pydantic class (src/praisonai-agents/praisonaiagents/workflows/workflows.py). When a workflow step uses a string output pydantic reference, the framework locates and imports a sibling tools.py from the workflow file's directory via importlib exec module without sandboxing, ignoring the PRAISONAI ALLOW * TOOLS environment variables. An attacker who controls a workflow file and its sibling tools.py can execute arbitrary Python code with the workflow runner's privileges when the workflow is executed via WorkflowManager or after load yaml.