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[Roadmap] Collaborative AI Personas #709

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atxcowboy opened this issue Dec 23, 2024 · 1 comment
Open

[Roadmap] Collaborative AI Personas #709

atxcowboy opened this issue Dec 23, 2024 · 1 comment

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@atxcowboy
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Why
Introducing collaborative AI personas within big-AGI can significantly enhance its problem-solving capabilities by enabling specialized agents to work together on complex tasks. This approach mirrors human teamwork, where diverse expertise leads to more efficient and effective outcomes.

Description
Develop a feature that allows the creation of teams of AI personas within big-AGI, enabling them to collaborate on tasks. Each AI persona would have specialized skills or knowledge areas, and together, they would communicate and coordinate to solve complex problems, much like a human team. Ideally, the AI personas are enhanced as laid out in my other request.

Requirements
Use Cases:

  • AI personas with different specializations collaborate to address multifaceted issues.
  • In education, AI personas could act as tutors in different subjects, collaborating to offer comprehensive educational assistance to students.

User Experience (UX):

  • Provide users with an intuitive interface to create and customize teams of AI personas based on the task requirements.
  • Optional (for troubleshooting or transparency): Visually represent the interactions among AI personas to help users understand their collaborative process.

Technology:

  • Implement a framework that supports the creation and management of multiple AI agents working collaboratively. Frameworks like CrewAI or OpenAI's swarm can be considered for this purpose.

Architecture:
Please continue on your path of a modular architecture. Maybe each AI persona or team would need to operate as an independent module?

@enricoros
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This is a good idea. I'm not really sure what it would look like in practice - is it a chat with a team, is it different from beam, when do you use one vs many personas, do they divide and conquer, do they reply all at once, is there a leader that merges the answers, or a leader that selects the speaker, etc.

Please share any ideas related to the questions above (don't use AI to answer, I don't read requests that are clearly made with AI)

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