AutoAct vs hermes-agent

Side-by-side comparison of two AI agent tools

Short answer

  • AutoAct has had no commit in 20 months; hermes-agent is actively maintained (33,428 commits in the last 90 days).
  • hermes-agent is growing faster: +5,710 GitHub stars in the last 30 days vs +0 for AutoAct.
  • Pick AutoAct for: aCL 2024 AutoAct: Automatic Agent Learning from Scratch for QA via Self-Planning. Pick hermes-agent for: the agent that grows with you.

From GitHub data refreshed daily.

AutoActopen-source

[ACL 2024] AutoAct: Automatic Agent Learning from Scratch for QA via Self-Planning

h
hermes-agentopen-source

The agent that grows with you

Metrics

AutoActhermes-agent
Stars239250.9k
Star velocity /mo0.47368421052631585.7k
Commits (90d)033.4k
Releases (6m)010
Overall score0.14409005672328220.946551175635728

Pros

  • +Eliminates dependency on expensive closed-source models like GPT-4, making agent development more accessible and cost-effective
  • +Automatically synthesizes planning trajectories without requiring human annotation or manual trajectory creation
  • +Implements division-of-labor strategy with specialized sub-agents for improved task decomposition and completion

    Cons

    • -Primarily focused on question answering tasks, which may limit applicability to other agent use cases
    • -Requires an existing tool library to function effectively, adding setup complexity
    • -Performance may vary significantly depending on the quality and capabilities of the underlying open-source language model used

      Use Cases

      • •Building cost-effective QA agents for organizations without access to expensive closed-source language models
      • •Creating reproducible agent systems in research environments with limited annotated training data
      • •Developing multi-agent systems that require automatic task decomposition and specialized sub-agent coordination
        View AutoAct DetailsView hermes-agent Details

        FAQ

        Which is more popular, AutoAct or hermes-agent?
        hermes-agent has more GitHub stars (250,877 vs 239).
        Which is more actively developed, AutoAct or hermes-agent?
        hermes-agent had more commits in the last 90 days (33,428 vs 0).
        Should I use AutoAct or hermes-agent?
        Compare their capabilities, limitations and "best for" notes above. Both are open source, so trying each on a small task is the fastest way to decide.