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๐Ÿ GPTSwarm: LLM agents as (Optimizable) Graphs

Home Page: https://gptswarm.org

License: MIT License

Jupyter Notebook 4.59% Python 95.41%
agent ai gpt python reinforcement-learning self-improvement swarm-intelligence multi-agent society-of-mind

gptswarm's People

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hinthornw avatar lukasvierling avatar mczhuge avatar obs01ete avatar wenyi-ai-wang avatar

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gptswarm's Issues

Double check the initial release

@Obs01ete @Wenyi-AI-Wang Hi, Dmitrii and Wenyi. Thanks for your effort!

These are the remain work for us.

  • Please help with the dataset upload (git-lfs)
  • Check the GitHub setting of project (automated test)
  • Upload the ArXiv link and right format of paper citation

Retry Error When running the example

2024-05-01 17:00:25.721 | ERROR | swarm.graph.node:execute:141 - Node DirectAnswer failed to execute due to: RetryError: RetryError[<Future at 0x314e4fcd0 state=finished raised OpenAIError>]
2024-05-01 17:03:04.397 | ERROR | swarm.graph.node:execute:141 - Node DirectAnswer failed to execute due to: RetryError: RetryError[<Future at 0x314e4ff40 state=finished raised OpenAIError>]
2024-05-01 17:07:03.721 | ERROR | swarm.graph.node:execute:141 - Node DirectAnswer failed to execute due to: RetryError: RetryError[<Future at 0x314e84100 state=finished raised OpenAIError>]


Showing the above error when running the examples, the local openai connection is okay.

Issue with Asynchronous Multi-Agent Commands using LMStudio API Causing Incorrect Output Assignment

Hi,

Thanks for this useful framework!

There is an issue while running multi-agent commands that require asynchronous use of LMStudio API. For instance, running PYTHONPATH=. python experiments/run_mmlu.py --num-truthful-agents=3 --mode=OptimizedSwarm, the outputs of LMStudio seem to be not assigned to the relevant question but to random input questions.

I have not tested this with Open AI API to see if this is specifically an incompatibility issue of LMStudio.

My current temporary solution is not to use the asynchronous implementation but this is annoyingly very slow. Have you encountered this? Is there a way to still use your asynchronous implementation and not experience this issue?

Thanks so much!

[BUG] List instead of str in FinalDecision

    output: Foo Bar Asy
2024-02-27 15:46:46.445 | ERROR    | swarm.graph.node:execute:141 - Node FinalDecision failed to execute due to: AttributeError: 'list' object has no attribute 'strip'
2024-02-27 15:46:46.446 | INFO     | swarm.graph.node:log:160 - Memory Records for ID 3BUm:
    operation: GenerateQuery
    files: ['datasets/demos/agi.txt']
    subtask: # Information Gathering for Question Resolution

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