GPTSwarm

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๐Ÿ The First Self-Improving agents with RL / Prompting Optimization

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Forks

99

Contributors

7

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PyPI DL / wk

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Language

Python

Last push

2026-02-05

About GPTSwarm

๐Ÿ **GPTSwarm is a graph-based framework for LLM-based agents, providing two high-level features:** At a granular level, GPTSwarm is a library that includes the following components: Here is the edge optimization process that updates edge probabilities toward improvement of the benchmark score. Notice that within an agent, the edges are fixed, whereas the inter-agent connections are getting optimized towards either edge pruning (value 0, blue) or creation (value 1, red).

Read the full README on GitHub โ†’

Newly tracked โ€” a growth score appears after the first full scoring week. Signals are deliberately suppressed during cold start to avoid false positives.

GPTSwarm alternatives

Projects in the same category, closest in size โ€” picked by data, not opinion.

ixNo score yet1,042 โ˜…
llm_agentsNo score yet1,043 โ˜…
evo.ninjaNo score yet1,079 โ˜…
chemcrow-publicNo score yet922 โ˜…

See all ai-agent projects ranked by growth โ†’

Frequently asked questions

Is GPTSwarm still maintained?
Activity is low: the last push was on 2026-02-05 (125 days before our latest snapshot).
What are the best GPTSwarm alternatives?
Closest by category and size in our data: ix, llm_agents, evo.ninja โ€” full list with live signals above.

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Tracked since 2026-06-10 ยท data as of 2026-06-10 ยท 2 open issues ยท