# forge: A Python framework for self-hosted LLM tool-calling and multi-step agentic workflows

<https://github.com/antoinezambelli/forge>

- Host: [github.com](https://links.thingelstad.xyz/hosts/github.com/)
- Saved: May 21, 2026 (2026-05-21T16:18:45Z)
- Record: https://links.thingelstad.xyz/links/8ed713f2da7b/
- JSON: https://links.thingelstad.xyz/links/8ed713f2da7b.json

## What Jamie wrote

Interesting project if you want to try running your own models. I haven't focused on self-hosted models yet. Better runtimes are what would make self-hosting actually accessible.

## Facts

- Kind: [Repository](https://links.thingelstad.xyz/kinds/repository/)
- Repository: antoinezambelli/forge: A Python framework for self-hosted LLM tool-calling and multi-step agentic workflows
- About the repository: Python, 2,262 stars, MIT, last push October 23, 2026

## Appears in

- [WT349: WT349 — Owning the Rails](https://weekly.thingelstad.com/archive/349/), Briefly

## Same host

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## Elsewhere

- Wayback Machine: https://web.archive.org/web/*/https://github.com/antoinezambelli/forge