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Routines: Guiding Your AI Agents with Clear Instructions

- Gathering Information

The AI starts by politely asking questions to understand the user's problem or request. The AI starts by politely asking questions to understand the user's problem or request.


- Offering Solutions

Based on the information gathered, the AI suggests possible fixes or solutions, drawing on its knowledge and available tools. Based on the information gathered, the AI suggests possible fixes or solutions, drawing on its knowledge and available tools.


- Handling Objections

If the user isn't satisfied with the initial suggestions, the AI skillfully addresses their concerns and explores alternative approaches. If the user isn't satisfied with the initial suggestions, the AI skillfully addresses their concerns and explores alternative approaches.

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When we need help with certain things in real life, we are often sent to different departments or experts. With handoffs, Swarm brings this idea to the world of AI. Imagine that you are talking to an AI customer service rep about a problem that needs expert help. With a handoff, the AI agent can easily switch you to a different AI agent who is skilled in technical issues. You won't have to say the same thing twice because this new agent will be able to see the whole conversation past. Behind the scenes, handoffs work like magic thanks to special features built into each agent. These features let the AI know when a handoff is needed by acting as triggers. For instance, a customer service agent might have functions like: • transfer_to_technical_support: This function triggers a transfer when the conversation involves complex technical questions. • transfer_to_billing: This function is activated if the user's query relates to billing or payment matters. These handoff functions act like a network of interconnected experts, allowing the AI system to dynamically route conversations to the most appropriate agent. It's like having a team of AI specialists working together, each contributing their expertise to solve user problems effectively. Swarm vs. the AI Landscape: Simplicity Meets Power Swarm might sound similar to other AI frameworks like LangChain or LangGraph, which also focus on building conversational AI systems. However, Swarm takes a different approach, prioritizing simplicity and ease of use. Here's how Swarm stands out: When we need help with certain things in real life, we are often sent to different departments or experts. With handoffs, Swarm brings this idea to the world of AI. Imagine that you are talking to an AI customer service rep about a problem that needs expert help. With a handoff, the AI agent can easily switch you to a different AI agent who is skilled in technical issues. You won't have to say the same thing twice because this new agent will be able to see the whole conversation past. Behind the scenes, handoffs work like magic thanks to special features built into each agent. These features let the AI know when a handoff is needed by acting as triggers. For instance, a customer service agent might have functions like: • transfer_to_technical_support: This function triggers a transfer when the conversation involves complex technical questions. • transfer_to_billing: This function is activated if the user's query relates to billing or payment matters. These handoff functions act like a network of interconnected experts, allowing the AI system to dynamically route conversations to the most appropriate agent. It's like having a team of AI specialists working together, each contributing their expertise to solve user problems effectively. Swarm vs. the AI Landscape: Simplicity Meets Power Swarm might sound similar to other AI frameworks like LangChain or LangGraph, which also focus on building conversational AI systems. However, Swarm takes a different approach, prioritizing simplicity and ease of use. Here's how Swarm stands out: