Which is more popular, AutoAct or Feynman?

Feynman has more GitHub stars (9,851 vs 239).

Which is more actively developed, AutoAct or Feynman?

Feynman had more commits in the last 90 days (460 vs 0).

Should I use AutoAct or Feynman?

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.

AutoAct vs Feynman

Side-by-side comparison of two AI agent tools

AutoActopen-source

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

Feynmanopen-source

The open source AI research agent.

Metrics

	AutoAct	Feynman
Stars	239	9.9k
Star velocity /mo	0.4812834224598931	820.9166666666666
Commits (90d)	0	460
Releases (6m)	0	10
Overall score	0.1490366480713859	0.7625444564846746

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 Details View Feynman Details

FAQ

Which is more popular, AutoAct or Feynman?: Feynman has more GitHub stars (9,851 vs 239).
Which is more actively developed, AutoAct or Feynman?: Feynman had more commits in the last 90 days (460 vs 0).
Should I use AutoAct or Feynman?: 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.