Bug Agent

An autonomous agent to help maintainers research issues/bugs. Potential workflows include the following:

• searching through existing issues/PRs
• recreating a bug
• writing a comment (see github.com/huggingface/transformers/issues/44485 → references to vllm and sglang)
• summary of a PR for a specific maintainer

Pipeline:

1. GitHub API
2. Issue Summarizer / PR Summarizer
3. LM advisor
4. SurrealDB for persistent memory

Quick Start

(Optional) Change the model used by the advisor. Default is HuggingFaceTB/SmolLM-1.7B:

export MODEL_NAME=HuggingFaceTB/SmolLM-1.7B
# Windows PowerShell
$env:MODEL_NAME = 'HuggingFaceTB/SmolLM-1.7B'

Run the agent (defaults to the latest open Transformers issue):

python -m src.main

• To process a specific issue:

python -m src.main --issue 44593