feat: Add multi agent debate #1491
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Add functionality for multi-agent debate to solve a given problem, supporting two or more agents. * **apps/agents/agents.py** - Import `MultiAgentDebate` from `camel.societies`. - Add `multi_agent_debate` function to initialize and manage the debate session. - Update `construct_ui` function to include UI elements for multi-agent debate. * **camel/agents/chat_agent.py** - Add `DebateAgent` class extending `ChatAgent` to handle debating logic. - Implement methods for initializing agents, handling turns, and determining the winner. * **camel/societies/role_playing.py** - Add `MultiAgentDebate` class to manage the debate session. - Implement methods for initializing agents, handling turns, and determining the winner. * **docs/camel.societies.rst** - Add documentation for the new `MultiAgentDebate` class. - Update documentation for the `RolePlaying` class to include multi-agent debate.
* **scripts/start_multi_agent_debate.py** - Read a CSV file containing multiple questions - Allow specifying agent prompts within the script - Iterate prompts and collect agent responses during the debate - Save the collected prompts and responses as JSON * **camel/agents/critic_agent.py** - Add functionality to score each round of user output during the debate - Save the score as a reward in the JSON file - Ensure the critic agent is based on LLM, with input as the overall user question and current content - Generate output through LLM
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Thanks for the contribution @zhangzaibin ! Some checks are not passed could you check and fix this? Here is our contribution guideline FYR:https://github.com/camel-ai/camel/blob/master/CONTRIBUTING.md |
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