Pydantic Python Guide .cursorrules prompt file
About .cursorrules prompt file
What you can build
- Agent Collaboration Platform: Develop a web platform for users to create, manage, and deploy custom collaborative AI agents using the Agency Swarm Framework. Users can define agent roles, customize functionality, and visualize communication flows.
- AI Agency Simulation Tool: Create an application that simulates the interactions of agents within an agency, providing a visualization of the decision-making process and collaboration flow, helping users optimize agent deployment before production.
- Customizable AI Assistant Service: Offer a service where businesses can request custom AI assistants, tailored with specific roles and tools using the Agency Swarm Framework, for varied industry applications.
- AI Agent Integration API: Develop an API service that easily integrates AI agents into existing applications, allowing businesses to leverage the communication and collaboration capabilities of the Agency Swarm.
- AI Agent Configuration Dashboard: Build a dashboard that simplifies the configuration and deployment of agents and agencies, focusing on ease of use for non-technical users while maintaining the framework's robust feature set.
- AI Agent Performance Analytics Tool: Provide a tool for monitoring and analyzing agent performance in real-time, offering insights into efficiency and collaboration effectiveness within an agency environment.
- Scenario-Based Agent Training Platform: Develop an online platform for organizations to train AI agents using scenario-based simulations, enhancing the agents' decision-making and problem-solving abilities in real-world applications.
- Agent Orchestration Software: Create a comprehensive software solution for orchestrating complex sequences of actions among multiple AI agents, crucial for industries relying on automated task management and execution.
- Enterprise AI Deployment Service: Offer a consultancy and technology service that helps large enterprises deploy and manage a fleet of AI agents tailored to their specific business processes using the Agency Swarm Framework.
- AI Agency Development Kits: Provide development kits that include guidelines, libraries, and templates for organizations to build and customize their AI agencies with specific industry needs in mind.
Benefits
- Folder Structure Compliance: Ensures that each tool and agent follows a strict folder structure, improving organization and accessibility for developers.
- Pydantic Integration: Utilizes Pydantic for easy type validation within tools, aiding in robustness and reliability.
- Environment Variable Management: Requires API keys to be accessed from environment variables using Python's os package for security compliance.
Synopsis
AI developers building multi-agent systems can leverage this prompt to create tools, agents, and agencies, enhancing agent communication and collaboration within the Agency Swarm framework.
Overview of .cursorrules prompt
The .cursorrules file describes a comprehensive guide for AI developers utilizing the Agency Swarm Framework. This framework facilitates the creation of tools and agents that enable AI-based systems to communicate and collaborate effectively, achieving collective objectives. It outlines the roles of developers, focusing on tool development according to specific standards, agent instructions management, and deploying agents in production. The file details key features, such as customizable agent roles, full prompt control, and efficient communication. It also provides a structured folder layout and workflow for creating tools using the Pydantic library and guides for establishing agents and agencies within the framework. Furthermore, it emphasizes best practices like code quality, documentation, and the integration of necessary packages. The file is an essential resource for implementing scalable, collaborative AI systems.