Year: 2026
Type: article
Abstract: ToxPipe is a modular, fully open-source software stack designed to accelerate toxicological data analysis and decision-making by integrating large language model (LLM) capabilities with workflow, monitoring, and user-interface services. ToxPipe leverages existing open-source technologies like LibreChat, LiteLLM, and Langflow to provide centralized and streamlined access to different LLMs for end users and developers and logging and auditing of LLM use for organizations. ToxPipe also allows for open-source/local model support. While the ToxPipe ecosystem also supports advanced AI functions such as MCP server integration, RAG and literature search, and agent creation, we did not observe clear benefits using these configurations relative to the GPT-5.5 baseline assertion coverage scores. ToxPipe is available as a series of Docker containers for rapid and reproducible deployment.
Source: Frontiers in Toxicology
Language: English
Subfield: Information Systems and Management
Field: Decision Sciences
Domain: Social Sciences
Open Access status: gold
Estimated APC paid: $3,077
OpenAlex ID: W7223201758