GenPilot
by yanmxa
GenPilot streamlines the creation, development, and management of single and multi-agent systems powered by Generative AI. It ensures seamless integration with a variety of MCP servers, enabling developers and end-users to efficiently transform concepts and prototypes into fully realized solutions.
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What is GenPilot?
GenPilot is a framework for building and managing AI agent systems, adhering to the Model Context Protocol (MCP). It provides tools and interfaces for creating single and multi-agent workflows, integrating with various MCP servers, and leveraging generative AI models.
How to use GenPilot?
To use GenPilot, install the package using pip install genpilot. Then, define agents with specific roles, tools, and configurations. You can interact with these agents through a terminal or web interface, passing queries and receiving responses. The provided example demonstrates defining an agent that searches and summarizes information.
Key features of GenPilot
MCP Agent support
Multi-Agent System capabilities
User-Friendly Interface (terminal and web)
Enhanced Autonomy with internal tool registration
Governed Actions with permission levels
Customizable Memory (ChatBufferMemory, ChatVectorMemory, ChatPgMemory)
RAG Support for local resource integration
Typed Prompt and Auto Optimizer
Use cases of GenPilot
Information retrieval and summarization
Complex multi-agent workflows inspired by Routines and Handoffs
Prototyping and quick implementation of AI agent solutions
Troubleshooting issues in complex systems like RedHat ACM
Building AI assistants for various tasks
FAQ from GenPilot
What is MCP?
What is MCP?
MCP stands for Model Context Protocol, a standard for agent communication and interaction.
What Python version is required?
What Python version is required?
Python 3.10 or later is required.
How do I define a tool for an agent?
How do I define a tool for an agent?
You define a tool as a Python function that the agent can call to perform specific tasks.
What memory options are available?
What memory options are available?
GenPilot supports ChatBufferMemory (short-term), ChatVectorMemory (long-term), and ChatPgMemory.
Can I use GenPilot with different LLMs?
Can I use GenPilot with different LLMs?
Yes, GenPilot is designed to work with various LLMs through litellm. Refer to the documentation for provider details.