Antoine Zambelli

Forge: Python Framework for Self-Hosted LLM Tool-Calling and Multi-Step Agentic Workflows

Forge is an open-source Python framework designed for self-hosted LLM deployments with tool-calling and multi-step agentic workflow capabilities. It has accumulated 1,396 total stars with a notable single-day spike of +449 stars, suggesting growing community interest. The project targets developers building local or self-hosted agent pipelines without reliance on managed API services.