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Agents & Chatbots

AI Chatbot vs AI Assistant with Actions

The difference between a question-answering chatbot and an assistant that can take actions, and how to choose the right scope for your product.

Side by side

Knowledge Chatbot vs Assistant with Actions

Option A

Knowledge Chatbot

Answers questions using your knowledge base and FAQ, with a persona and conversation history.

Strengths

  • Fast to launch
  • Grounded in your content
  • Low operational risk
Option B

Assistant with Actions

A chatbot that can also call defined actions, for example checking an order status or creating a ticket, and use the result in its reply.

Strengths

  • Completes tasks for users
  • Uses live data
  • Reduces handoffs

Building either with RSFlowHub

The Chatbots API lets you create a bot with a system persona, attach knowledge bases, and keep a conversation per user. You can register actions; when the model decides an action is needed, your server receives the call, runs it and posts the result back so the bot can finish its reply.

Keep actions safe

  • Start with read-only actions (lookups).
  • Require confirmation for anything that changes data or money.
  • Log every action call for review.

Frequently asked questions

Does the chatbot remember earlier messages?
Yes. Conversations are stored per thread, and a rolling window of recent turns is sent as context.

Test it on your own data

Free plan with 100 credits/month + 1,000 bonus credits when you sign in before 23 Nov. One API key for every endpoint, with automatic provider fallback.

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