parisneo/lollms-webui, in its latest version, is vulnerable to remote code execution due to an insecure dependency on llama-cpp-python version llamacpppython-0.2.61+cpuavx2-cp311-cp311-manylinux231x8664. The vulnerability arises from the application's 'bindingzoo' feature, which allows attackers to upload and interact with a malicious model file hosted on hugging-face, leading to remote code execution. The issue is linked to a known vulnerability in llama-cpp-python, CVE-2024-34359, which has not been patched in lollms-webui as of commit b454f40a. The vulnerability is exploitable through the application's handling of model files in the 'bindingszoo' feature, specifically when processing gguf format model files.