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Use Case

A customer-facing AI chatbot with your data — not a generic wrapper

Multos builds chatbots grounded in your content: product docs, help articles, or your own knowledge base. Streaming responses, conversation memory, and source citations come standard.

One shot, first generation, built in under five minutes. No manual design pass.

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What you get in the first generation

  • Streaming chat UI with markdown, code blocks, and copy buttons
  • Retrieval-augmented answers grounded in your documents or help center
  • Source citations shown inline so users can verify every answer
  • Conversation memory across sessions with configurable history depth
  • Model routing — cheap models for simple questions, frontier models for hard ones
  • Analytics on question volume, resolution rate, and escalation triggers

Try it with a prompt like this

Build a support chatbot for my project management tool. It should answer from our help center docs, cite the source article with every answer, escalate to a human email form when confidence is low, and track the top 20 unanswered questions.

Paste this into Multos and you will have a working version in minutes.

Deploy to

AWS AmplifyAWS S3 + CloudFrontAzure Static Web Apps

Common Questions

How does the chatbot avoid making things up?

It answers using retrieval-augmented generation over your own content. When the answer is not in your documents, it says so and offers escalation instead of inventing one — and every claim carries a citation to its source.

Which AI models power it?

You choose. Multos gives you access to 42 models including GPT, Claude, Gemini, and DeepSeek families. The generated chatbot can route simple questions to fast cheap models and complex ones to frontier models, cutting cost dramatically.

Can it take actions, not just answer questions?

Yes. The generated bot can call your APIs — look up an order, check a subscription status, create a ticket — using function calling with your approval on every action.

How do I keep the answers up to date?

Point it at a living source: your docs site, a Notion workspace, or uploaded files. Re-indexing after content changes is one command, and answers update automatically.

Ready to build it?

1M tokens free. No credit card required.

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