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Multiagent manager #139

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Multiagent manager #139

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@AumJavalgikar AumJavalgikar commented Feb 16, 2024

This pull request adds classes for assistant agent, multiagent manager and user proxy agent.
Affected module : /ai/agent

You can now create assistant agents that perform any specific task and pair those with the multiagent manager to create a collaborative workflow between the agents.

Summary by CodeRabbit

  • New Features
    • Introduced the AssistantAgent class for creating AI assistant agents capable of conversational interactions with users, supporting both synchronous and asynchronous conversations.
    • Added the MultiAgentManager class to manage multiple agents in a role-playing game, facilitating communication between agents and users with support for various modes of operation.
    • Launched the UserProxyAgent class, an extension of AssistantAgent, designed to handle user inputs and generate responses in both synchronous and asynchronous modes.

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coderabbitai bot commented Feb 16, 2024

Walkthrough

The recent updates introduce a suite of classes enhancing the interaction capabilities within a role-playing game environment. These changes bring about an AssistantAgent for conversational engagements, a MultiAgentManager to oversee the orchestration of multiple agents, and a UserProxyAgent that acts as an intermediary between the user and the system. This suite collectively aims to facilitate smooth, asynchronous conversations and efficient management of agent roles and responses in dynamic game settings.

Changes

File Path Change Summary
.../assistant_agent.py, .../userproxy_agent.py Introduces AssistantAgent for creating AI assistants with customizable features and asynchronous support. Extends AssistantAgent with UserProxyAgent for handling user inputs and generating responses, supporting both sync and async modes.
.../multiagent_manager.py Adds MultiAgentManager for managing agent interactions in games, with support for various modes and communication flows.

🐇✨
To the land of code, where changes abound,
A rabbit hopped, leaving footprints on the ground.
"Behold," it said, "a new dawn arises,
With agents and managers, full of surprises.
Let's chat, play, and explore, without delay,
In this magical world, where AI leads the way."
🌟🐾

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Review Status

Actionable comments generated: 10

Configuration used: CodeRabbit UI

Commits Files that changed from the base of the PR and between abdd43a and fde6c63.
Files selected for processing (3)
  • nextpy/ai/agent/assistant_agent.py (1 hunks)
  • nextpy/ai/agent/multiagent_manager.py (1 hunks)
  • nextpy/ai/agent/userproxy_agent.py (1 hunks)
Additional comments: 1
nextpy/ai/agent/assistant_agent.py (1)
  • 182-214: The receive and a_receive methods are correctly implemented and decorated. However, ensure that the agents, messages, and termination_message parameters are used effectively within these methods, as their implementation details are abstracted away in the run and arun methods.

Verify that the run and arun methods are implemented and utilize these parameters as expected.

nextpy/ai/agent/userproxy_agent.py Outdated Show resolved Hide resolved
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nextpy/ai/agent/userproxy_agent.py Show resolved Hide resolved
nextpy/ai/agent/userproxy_agent.py Outdated Show resolved Hide resolved
nextpy/ai/agent/assistant_agent.py Show resolved Hide resolved
nextpy/ai/agent/assistant_agent.py Show resolved Hide resolved
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nextpy/ai/agent/multiagent_manager.py Show resolved Hide resolved
nextpy/ai/agent/multiagent_manager.py Show resolved Hide resolved
added doc strings

Co-authored-by: coderabbitai[bot] <136622811+coderabbitai[bot]@users.noreply.github.com>
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Review Status

Actionable comments generated: 0

Configuration used: CodeRabbit UI

Commits Files that changed from the base of the PR and between fde6c63 and 77a465c.
Files selected for processing (1)
  • nextpy/ai/agent/userproxy_agent.py (1 hunks)
Files skipped from review as they are similar to previous changes (1)
  • nextpy/ai/agent/userproxy_agent.py

using async way of receiving user input

Co-authored-by: coderabbitai[bot] <136622811+coderabbitai[bot]@users.noreply.github.com>
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Review Status

Actionable comments generated: 0

Configuration used: CodeRabbit UI

Commits Files that changed from the base of the PR and between 77a465c and 8f2063f.
Files selected for processing (1)
  • nextpy/ai/agent/userproxy_agent.py (1 hunks)
Files skipped from review as they are similar to previous changes (1)
  • nextpy/ai/agent/userproxy_agent.py

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