> ## Documentation Index
> Fetch the complete documentation index at: https://docs.hyperleap.ai/llms.txt
> Use this file to discover all available pages before exploring further.

#  

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    <h1
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    >
      Build AI Solutions for Your Business
    </h1>

    <p className="text-[#4b5563] dark:text-[#9ca3af] text-xl max-w-3xl mx-auto mb-12">
      Hyperleap AI empowers businesses to develop AI solutions across three powerful modes — whether you're engaging customers, boosting team productivity, or integrating AI into your products.
    </p>
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  >
    Choose Your Mode
  </h2>

  <CardGroup cols={3}>
    <Card title="Bot Studio" icon="comments" href="/guides/chatbots/chatbots" iconType="duotone">
      **Customer-Facing AI Chatbots**

      Deploy fully automated AI chatbots on your website and social channels. Capture leads 24/7, customize branding, and integrate with Facebook, Instagram, and WhatsApp.
    </Card>

    <Card title="AI Studio" icon="wrench" href="/guides/tools/tools" iconType="duotone">
      **Internal Team Productivity**

      Empower your teams with 500+ AI Tools and 150+ AI Assistants that automate workflows from marketing to operations. Create custom tools in minutes.
    </Card>

    <Card title="API Console" icon="code" href="/api-reference/introduction" iconType="duotone">
      **Product Integration**

      Integrate AI capabilities into your products using REST APIs. Get state management, prompt versioning, and multi-model support out of the box.
    </Card>
  </CardGroup>
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  >
    Dive Deep Into Each Mode
  </h2>

  <p className="text-[#4b5563] dark:text-[#9ca3af] text-center max-w-3xl mx-auto mb-8">
    Explore what makes each mode unique and discover how to leverage them for your specific needs.
  </p>

  <Tabs>
    <Tab title="Bot Studio">
      <AccordionGroup>
        <Accordion title="What is Bot Studio?" icon="circle-question">
          Bot Studio is your complete solution for creating customer-facing AI chatbots. Unlike hybrid chatbot solutions where a human team sits behind the scenes, Bot Studio chatbots are 100% AI-driven — perfect for businesses looking to completely automate customer interactions without hiring support staff.

          Your chatbots integrate seamlessly into websites using a single line of JavaScript, and any changes you make in the admin panel instantly reflect on the live chatbot.
        </Accordion>

        <Accordion title="Key Features" icon="stars">
          **Full Brand Customization**

          * Customize colors, fonts, headers, and backgrounds
          * Upload custom logos and avatars
          * Set custom welcome messages
          * Design the chat button appearance
          * Make it blend perfectly with your website

          **Multi-Channel Integration**

          * Website chatbot widget
          * Facebook Messenger integration
          * Instagram business profile integration
          * WhatsApp business number integration
          * Pause auto-responses and reply manually when needed

          **Lead Capture & Management**

          * Enable lead forms to collect visitor details before chat begins
          * OTP validation to ensure genuine leads
          * View complete conversation history for each lead
          * Receive conversation transcripts via email
          * Track which pages visitors are viewing

          **Advanced Capabilities**

          * **Assets**: Upload photos, documents, and web links that AI presents intelligently (e.g., show gallery, provide floor plans)
          * **Agentic Workflows**: Configure backend automations when leads come in (push to CRM, alert teams, trigger workflows)
          * **Hierarchical RAG**: Two-step retrieval for businesses with multiple products, properties, or branches — filters by category first, then dives deeper
          * **Preset Behaviors**: Import pre-configured system prompts or build prompts dynamically based on your business type
        </Accordion>

        <Accordion title="Perfect For" icon="bullseye">
          * Real estate agencies automating property inquiries
          * Hospitality businesses handling booking questions
          * E-commerce sites providing 24/7 product support
          * Service providers qualifying leads automatically
          * Any business wanting to capture leads while reducing support costs
        </Accordion>

        <Accordion title="What Bot Studio is NOT" icon="xmark">
          * **Not a hybrid solution**: There's no option for human agents to take over mid-conversation
          * **Not a workflow builder**: No drag-and-drop node editors — behavior is defined via system prompts like a GPT
          * **Not limited to simple Q\&A**: Agentic capabilities powered by MCPs enable complex workflows
        </Accordion>
      </AccordionGroup>

      <CardGroup cols={2}>
        <Card title="Start with Chatbots" icon="rocket" href="/guides/chatbots/chatbots">
          Learn how to create your first chatbot
        </Card>

        <Card title="Create Your Chatbot" icon="wand-magic-sparkles" href="/guides/chatbots/create-chatbot">
          Step-by-step guide to configure and deploy your chatbot
        </Card>
      </CardGroup>
    </Tab>

    <Tab title="AI Studio">
      <AccordionGroup>
        <Accordion title="What is AI Studio?" icon="circle-question">
          AI Studio provides no-code tools for internal team productivity. It consists of two main components:

          **AI Tools** — Simple forms backed by AI prompts that generate outputs (non-conversational). Think of them as AI-powered utilities for specific tasks.

          **AI Assistants** — Conversational AI that your teams can chat with, similar to ChatGPT but customized for your business and grounded in your company knowledge.

          Both can be attached to Sources (your documents and knowledge bases) to ensure responses are accurate and relevant.
        </Accordion>

        <Accordion title="AI Tools in Detail" icon="wrench">
          AI Tools are form-based, non-conversational AI experiences perfect for repetitive workflows:

          **Customization**

          * Define form fields (text boxes, text areas, dropdowns, etc.)
          * Set field order, default values, and min/max ranges
          * Fields feed into variables within your AI prompts
          * Results can be saved or used immediately

          **Pre-built Library**

          * 500+ ready-to-use tools across departments
          * Marketing: Blog post generators, social media content, email campaigns
          * Sales: Proposal writers, outreach templates, pitch generators
          * Operations: Report summarizers, data analyzers, process documents

          **Use Cases**

          * Generate product descriptions from specifications
          * Create marketing content based on brand guidelines
          * Summarize long documents or meeting notes
          * Draft emails or customer responses
          * Analyze data and generate insights
        </Accordion>

        <Accordion title="AI Assistants in Detail" icon="robot">
          AI Assistants are conversational AI co-pilots tailored to your business workflows:

          **Customization**

          * Set simple or complex system messages
          * Attach to company Sources for grounded responses
          * Optional starting forms to gather context before chat begins
          * Fully customizable per team or department needs

          **Pre-built Library**

          * 150+ ready-to-use assistants
          * Department-specific: Marketing assistant, Sales assistant, HR assistant
          * Role-specific: Content strategist, Data analyst, Customer success manager

          **Use Cases**

          * Onboarding assistant that knows your company handbook
          * Product expert that answers questions from documentation
          * Marketing strategist familiar with your brand voice
          * Technical support assistant trained on your knowledge base
        </Accordion>

        <Accordion title="Perfect For" icon="bullseye">
          * Marketing teams automating content creation
          * Sales teams generating personalized outreach
          * HR teams streamlining employee support
          * Operations teams improving workflow efficiency
          * Any team looking to reduce repetitive work with AI
        </Accordion>
      </AccordionGroup>

      <CardGroup cols={2}>
        <Card title="Browse AI Tools" icon="wrench" href="/guides/tools/tools">
          Explore 500+ tools or create your own
        </Card>

        <Card title="Explore AI Assistants" icon="robot" href="/guides/assistants/assistants">
          Deploy 150+ assistants or build custom ones
        </Card>
      </CardGroup>
    </Tab>

    <Tab title="API Console">
      <AccordionGroup>
        <Accordion title="What is API Console?" icon="circle-question">
          API Console is the developer-focused mode for integrating AI directly into your products. It's built on our v1 infrastructure that powers everything:

          **Prompts API** — Non-conversational AI for one-off generations (the backend for AI Tools)

          **Personas API** — Conversational AI with state and memory management (the backend for AI Assistants and Chatbots)

          Both APIs provide robust prompt management, versioning, hyperparameter control, and multi-model support.
        </Accordion>

        <Accordion title="Prompts API" icon="terminal">
          The Prompts API is designed for non-conversational, form-based AI workflows:

          **Key Features**

          * Store and version prompt configurations centrally
          * Set default versions and switch between them
          * Support multiple model providers (OpenAI, Anthropic, etc.)
          * Manage hyperparameters (temperature, top-p, etc.)
          * Attach to Sources for grounded responses
          * Full audit logging and prompt lifecycle management

          **Versioning**

          * Create 10 different versions with 10 different prompts
          * Each version can use different models or configurations
          * Your application code stays the same — just reference version numbers
          * Easy A/B testing and rollback capabilities

          **Use Cases**

          * Generate dynamic content in your SaaS application
          * Process user inputs and return structured outputs
          * Build AI features without managing infrastructure
          * Centralize prompt management across your product
        </Accordion>

        <Accordion title="Personas API" icon="message">
          The Personas API provides conversational AI with built-in intelligence:

          **Key Features**

          * Automatic state and memory management
          * Multi-turn conversation handling
          * Versioned persona configurations
          * Multi-model provider support
          * Attach to Sources for knowledge-grounded responses
          * Session management and conversation history

          **State Management**

          * We handle conversation context automatically
          * Memory persists across user sessions
          * No need to build complex state logic
          * Focus on use cases, not infrastructure

          **Use Cases**

          * Add conversational AI to your application
          * Build customer support chat within your product
          * Create AI companions or guides for users
          * Develop interactive tutorials or onboarding experiences
        </Accordion>

        <Accordion title="Why Use API Console vs Higher-Level Tools?" icon="diagram-project">
          **AI Tools & Assistants** provide no-code abstractions — great for business users but limited customization for developers.

          **API Console** gives you:

          * Full control over the user experience in your product
          * Ability to embed AI anywhere in your application
          * Versioning and prompt management out of the box
          * Multi-model flexibility without code changes
          * Custom integration with your existing workflows

          **Trade-off**: Higher learning curve but unlimited flexibility.
        </Accordion>

        <Accordion title="Perfect For" icon="bullseye">
          * SaaS products adding AI capabilities
          * Developers building custom AI experiences
          * Applications needing centralized prompt management
          * Products requiring multi-model AI support
          * Teams wanting to separate AI logic from application code
        </Accordion>
      </AccordionGroup>

      <CardGroup cols={2}>
        <Card title="Prompts API Reference" icon="terminal" href="/guides/prompts/prompts">
          Learn how to use the Prompts API
        </Card>

        <Card title="Personas API Reference" icon="message" href="/guides/personas/personas">
          Learn how to use the Personas API
        </Card>
      </CardGroup>
    </Tab>
  </Tabs>
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  >
    The Foundation: Sources
  </h2>

  <p className="text-[#4b5563] dark:text-[#9ca3af] text-center max-w-3xl mx-auto mb-8">
    All three modes are powered by Sources — your business documents, web pages, and text snippets. Upload once, attach to any chatbot, tool, assistant, prompt, or persona.
  </p>

  <AccordionGroup>
    <Accordion title="What are Sources?" icon="brain">
      Sources are collections of your business knowledge. Each Source can contain:

      * **Documents**: PDFs, Word files, text files, presentations
      * **Web Pages**: Scraped content from URLs you provide
      * **Text Snippets**: Manual text entries for specific information

      Once uploaded, content is processed and indexed by our Retrieval Augmented Generation (RAG) engine.
    </Accordion>

    <Accordion title="How do Sources work?" icon="gears">
      **Upload Once, Use Everywhere**

      * Create a Source and upload your content
      * Attach the Source to any prompt, persona, tool, assistant, or chatbot
      * AI automatically retrieves relevant information during conversations or generations

      **Grounded Responses**

      * AI responses are based on your actual business information
      * Reduces hallucinations and incorrect answers
      * Provides accurate, contextually relevant responses

      **Important Note**: Sources are not live-synced. If you update a document externally, you'll need to re-upload it to the Source.
    </Accordion>

    <Accordion title="Hierarchical RAG for Complex Businesses" icon="sitemap">
      For businesses with multiple products, properties, or branches, standard RAG treats everything equally. Hyperleap AI offers Hierarchical RAG:

      **Two-Step Retrieval Process**

      1. **First Level**: AI determines which category/product/property the user is inquiring about
      2. **Second Level**: AI dives deeper into that specific category to find detailed information

      **Use Cases**

      * Real estate with multiple properties
      * Retail with multiple product lines
      * Hospitality with multiple locations
      * Organizations with multiple departments or divisions
    </Accordion>
  </AccordionGroup>

  <div style={{ textAlign: "center", marginTop: "2rem" }}>
    <a
      href="/guides/sources"
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      onMouseOver={(e) => (e.target.style.color = "#0b7b5f")}
      onMouseOut={(e) => (e.target.style.color = "#0d9373")}
    >
      Learn More About Sources →
    </a>
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  >
    Real-World Use Cases
  </h2>

  <CardGroup cols={2}>
    <Card title="Bot Studio: Lead Generation Chatbot" icon="user-plus" iconType="duotone">
      Deploy a chatbot with lead forms and OTP validation. Capture visitor details, qualify leads, answer FAQs automatically, and send conversation transcripts to your team. Customize branding to match your website perfectly.
    </Card>

    <Card title="AI Studio: Marketing Content Generator" icon="pen-fancy" iconType="duotone">
      Give your marketing team an AI Tool that generates blog posts, social media content, and email campaigns. Attach your brand guidelines as a Source to ensure on-brand output every time.
    </Card>

    <Card title="Bot Studio: Hospitality Booking Assistant" icon="hotel" iconType="duotone">
      Create an agentic chatbot that checks property availability via custom APIs, provides pricing based on dates, handles inquiries about amenities, and redirects to nearby properties — all using hierarchical RAG.
    </Card>

    <Card title="API Console: Custom AI Features" icon="puzzle-piece" iconType="duotone">
      Embed conversational AI or AI prompts directly into your SaaS product. Use versioning to A/B test different prompts, switch models without code changes, and manage everything centrally.
    </Card>

    <Card title="AI Studio: Employee Onboarding Assistant" icon="user-graduate" iconType="duotone">
      Create an AI Assistant attached to your employee handbook Source. New hires can ask questions about policies, benefits, and procedures — getting instant answers 24/7.
    </Card>

    <Card title="Bot Studio: E-commerce Product Expert" icon="shopping-cart" iconType="duotone">
      Deploy a chatbot that answers product questions using your catalog as a Source. Attach Assets for product images and specification sheets. Integrate with WhatsApp for customer support on mobile.
    </Card>
  </CardGroup>
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  >
    Model Support & Flexibility
  </h2>

  <p className="text-[#4b5563] dark:text-[#9ca3af] text-center max-w-3xl mx-auto mb-8">
    Hyperleap AI supports multiple AI model providers, giving you flexibility and choice.
  </p>

  <CardGroup cols={3}>
    <Card title="OpenAI" icon="openai" iconType="duotone">
      **Primary Support**

      Full production support for GPT-4, GPT-3.5, and other OpenAI models. Recommended for most use cases.
    </Card>

    <Card title="Anthropic" icon="robot" iconType="duotone">
      **Experimental Support**

      Claude models available for testing and specific use cases. Great for complex reasoning tasks.
    </Card>

    <Card title="Other Models" icon="brain" iconType="duotone">
      **Experimental Support**

      Additional model providers in experimental mode. Contact us for specific model requests.
    </Card>
  </CardGroup>
</div>

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  >
    Ready to Get Started?
  </h2>

  <p className="text-[#4b5563] dark:text-[#9ca3af] max-w-2xl mx-auto mb-8">
    Start with Bot Studio for customer engagement, AI Studio for team productivity, or API Console for product integration. You can expand to other modes anytime.
  </p>

  <CardGroup cols={2}>
    <Card title="Access Hyperleap AI Studio" icon="laptop" href="https://studio.hyperleapai.com" iconType="duotone">
      Jump into the Studio to start building your chatbots, tools, and assistants
    </Card>

    <Card title="View Full Documentation" icon="book" href="/introduction" iconType="duotone">
      Explore comprehensive guides and API references
    </Card>
  </CardGroup>
</div>