Python agent-oriented-programming

Open-source Python projects categorized as agent-oriented-programming
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Topics: gpt-4 agent-based-framework language-model actor-model Agents
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Python agent-oriented-programming Projects

  • langroid

    Harness LLMs with Multi-Agent Programming

    • Project mention: OpenAI: Streaming is now available in the Assistants API | news.ycombinator.com | 2024-03-14

    This was indeed true in the beginning, and I don’t know if this has changed. Inserting messages with Assistant role is crucial for many reasons, such as if you want to implement caching, or otherwise edit/compress a previous assistant response for cost or other reason.

    At the time I implemented a work-around in Langroid[1]: since you can only insert a “user” role message, prepend the content with ASSISTANT: whenever you want it to be treated as an assistant role. This actually works as expected and I was able to do caching. I explained it in this forum:

    https://community.openai.com/t/add-custom-roles-to-messages-...

    [1] the Langroid code that adds a message with a given role, using this above “assistant spoofing trick”:

    https://github.com/langroid/langroid/blob/main/langroid/agen...

  • Adala

    Adala: Autonomous DAta (Labeling) Agent framework

    • Project mention: Ask HN: Are you using a GPT to prompt-engineer another GPT? | news.ycombinator.com | 2024-01-29

    We recently open sourced an agent framework [1] for automating data processing and labeling where the prompt is refined trough iterations (i.e. automatic prompt tuning). We tested it on the Math reasoning dataset GSM8k and where able to improve the baseline accuracy (GPT4) by 45% -> 74% using 25 labeled examples (I'll put the notebook and blog post linked below [2][3]). Results are definitively very interesting, if not surprising with some skills, and we see more and more of our open source users and customers showing interested in the framework for automating labeling / having it as a data processing / labeling copilot.

    [1] https://github.com/HumanSignal/Adala

    [2] https://github.com/HumanSignal/Adala/blob/master/examples/gs...

    [3] https://labelstud.io/blog/mastering-math-reasoning-with-adal...

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NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

Python agent-oriented-programming related posts

  • Agents of Change: Navigating the Rise of AI Agents in 2024

    8 projects | dev.to | 2 May 2024

  • Launch HN: Glide (YC W19) – AI-assisted technical design docs

    4 projects | news.ycombinator.com | 12 Mar 2024

  • Ask HN: Are you using a GPT to prompt-engineer another GPT?

    2 projects | news.ycombinator.com | 29 Jan 2024

  • Adala: Autonomous Data Agent Framework

    1 project | news.ycombinator.com | 9 Nov 2023

  • Introducing GPTs

    3 projects | news.ycombinator.com | 6 Nov 2023

  • Show HN: Adala framework – Applying LLM skills to various data processing tasks

    1 project | news.ycombinator.com | 2 Nov 2023

  • Adala: Reliable Open Source Agent Framework for Data Processing

    1 project | dev.to | 31 Oct 2023
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Index

Project Stars
1 langroid 1,644
2 Adala 732

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