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How BotStacks Works: Conceptual Overview

BotStacks is a no-code platform that lets you build, train, and deploy AI assistants for your website, product, or business—without needing a dev team. This page gives you a high-level look at how BotStacks brings together knowledge, conversation design, and integrations to create powerful, memorable AI experiences.

Visit botstacks.ai for more details and inspiration.

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Brain Vault

Securely store, organize, and manage your assistant's knowledge. Add URLs, files, or text so your AI always has the right answer.

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Sequence Studio

Visually design conversation flows using drag-and-drop nodes. Build logic, handle user input, and connect to LLMs—all in one place.

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Integrations

Deploy your assistant anywhere: website widget, Slack, Discord, WhatsApp, Messenger, and more. Connect to your favorite tools and platforms.

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Memory & Context

BotStacks uses advanced memory techniques to help your assistant remember what matters—prioritizing key info, referencing knowledge instantly, and keeping conversations relevant.

The BotStacks Architecture​

BotStacks is built around three core pillars:

  1. Knowledge Management (Brain Vault)
    Add, organize, and update your assistant's knowledge base. Upload documents, crawl websites, or paste text. Each piece of data becomes a "Knowledge Source" your assistant can reference live.

  2. Conversation Design (Sequence Studio)
    Use a visual flow builder to map out how your assistant interacts with users. Drag in nodes for LLMs, conditions, API calls, and more. Connect them to create dynamic, multi-step conversations.

  3. Omnichannel Deployment & Integrations
    Launch your assistant on your website, in messaging apps, or via API. Customize the look and feel, and connect to the tools you already use.

How It All Comes Together​

  1. Add Knowledge
    Start by stocking your Brain Vault with FAQs, docs, policies, or any info your assistant needs.

  2. Design Flows
    In Sequence Studio, create the logic for how your assistant greets users, answers questions, and handles complex tasks. Use nodes for LLMs, conditions, variables, and more.

  3. Test & Refine
    Use the built-in DIRTbox to preview and debug your assistant before going live.

  4. Deploy Anywhere
    Publish your assistant to your website with a simple widget, or connect to Slack, Discord, WhatsApp, and more.

What Makes BotStacks Unique?​

  • No-Code, Visual Design: Anyone can build and iterate on assistants—no coding required.
  • Smart Memory: Simply add files to your Brain Vault and your assistant will remember them.
  • Omnichannel: Deploy to web, chat, or API with a click.
  • Scalable & Secure: Built for everyone from solo founders to enterprises.
  • Community & Support: Join a vibrant community and access tutorials, docs, and real human help.

Next Steps​

Ready to build? Get started at botstacks.ai →