> For the complete documentation index, see [llms.txt](https://docs.volaris.games/volsai/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs.volaris.games/volsai/linkoln.md).

# Linkoln

<figure><img src="/files/HSrm7H2f3uf6Ao1hWNWy" alt=""><figcaption></figcaption></figure>

Linkoln is the launchpad of Tailored Real-Time Knowledge Agents, enabling individuals, projects, businesses, and communities to launch their own real-time knowledge Linkoln agents, shaped entirely by the knowledge, context, and expertise provided by its creator.&#x20;

Each agent is tailored to its project and powered by dynamic website crawling, conversation memory, and large language models (LLM)—delivering instant, up-to-date answers directly via Telegram.

{% hint style="success" %}
**Testnet Concluded with 450 Unique Agents** ∙ **3K Peak DAU** ∙ **41K Peak DUI**
{% endhint %}

{% embed url="<https://youtu.be/YEQNu6syAIo>" %}

#### **Key Features**

<table><thead><tr><th width="317">Feature</th><th>Description</th></tr></thead><tbody><tr><td>AI Agent Launchpad</td><td>Easily launch custom knowledge agents for projects, DAOs, businesses, and communities—in minutes.</td></tr><tr><td>Project-Specific Agents</td><td>Each agent is custom-built per project—trained on its unique content, website, and user needs.</td></tr><tr><td>Real-Time Website Crawling</td><td>Instantly fetches and updates content from websites &#x26; subpages whenever users ask questions.</td></tr><tr><td>Smart Conversation Memory</td><td>Tracks user queries per project, improving response relevance—with a Restart option for fresh starts.</td></tr><tr><td>Admin-Controlled Knowledge Base</td><td>Admins can add, list, or remove websites in real-time, curating the agent’s evolving knowledge base.</td></tr><tr><td>Dual Access Modes</td><td>Admin Mode: Manage knowledge. User Mode: Ask questions—powered by LLM &#x26; live data fusion.</td></tr><tr><td>Seamless Telegram Interface</td><td>Launch &#x26; interact with your agent on Telegram—no new app required, easy access for teams &#x26; communities.</td></tr></tbody></table>

#### **User Benefits**

<table><thead><tr><th width="313">Benefit</th><th>Why It Matters</th></tr></thead><tbody><tr><td>Instant, Accurate Insights</td><td>No more manual searches—get answers from your project’s official sources in real-time.</td></tr><tr><td>Always Up-to-Date</td><td>Dynamic website crawling keeps information fresh—no stale docs or outdated pinned messages.</td></tr><tr><td>Tailored to Your Ecosystem</td><td>Each agent is customized to your brand, docs, and FAQs—answers built specifically for your users.</td></tr><tr><td>Admin Empowerment</td><td>Admins curate the agent’s knowledge via websites—no coding required, total control.</td></tr><tr><td>Familiar, Fast Adoption</td><td>Telegram-first interface—users interact naturally, no friction, no learning curve.</td></tr></tbody></table>

#### Versatile Use Cases

<table><thead><tr><th width="314">Use Case</th><th>Example</th></tr></thead><tbody><tr><td>Web3 / Crypto Projects</td><td>Communities can query tokenomics, listings, utilities straight from the docs – without searching.</td></tr><tr><td>Startups / Product Docs</td><td>Founders load their Notion / Gitbook → Users ask questions → Bot fetches updated info instantly.</td></tr><tr><td>Internal Teams</td><td>Team-specific agents: HR bot, Tech bot, Sales bot – each tied to their internal web resources.</td></tr><tr><td>Event Bots (e.g., Conferences)</td><td>Attendees ask schedules, speaker info, FAQs – bot scrapes live event website for updates.</td></tr><tr><td>Customer Support</td><td>Bot scrapes product manuals, help center articles, answers user queries without needing humans.</td></tr></tbody></table>

***

Linkoln is more than a chatbot—it’s the AI Agent Launchpad powering real-time knowledge hubs for Web3, startups, and teams.

From community-driven DAOs to product launches, Linkoln transforms static information into a living, conversational experience—delivering clarity, speed, and control when it matters most.

🚀 **Launch your own AI agent today—powered by Linkoln, customized by you.**

{% hint style="success" %}
&#x20;**Testnet Concluded with 450 Unique Agents** ∙ **3K Peak DAU** ∙ **41K Peak DUI**
{% endhint %}

{% hint style="info" %}
**For Backend Architecture and Infrastructure, refer** [**here**](/volsai/linkoln/backend.md)
{% endhint %}

***

### Linkoln Conversational Flow

```
User Enters Linkoln ────────────────┐
                                   │
Linkoln Dynamically Introduces Itself Based on Project
(Project Name, Tailored Welcome)    │
                                   ▼
Buttons Appear: "For Admin" ─── "Restart Conversation"
                                   │
If "For Admin" ────────────────────┘
 │                                 
 ▼
Admin Verification ────────────────────────────────────┐
    Prompt for Password                                 │
    Correct → Admin Menu                                │
    Incorrect → Return to User Mode                     │
                                                        ▼
Admin Menu ────────────────────────────────────────────┐
|                                                      |
| - Add Website                                         |
| - List Websites                                       |
| - Remove 1 Site                                       |
| - Remove All Sites                                    |
| - Change Password                                     |
| - Back to User Mode                                   |
|                                                      |
| If "Add Website" ────────────────────────────────────┘
|   Enter Website URL                                   │
|   Linkoln Scrapes Page & Subpages                     │
|   Website Saved Successfully                          ▼
|                                                       │
| If "List Websites"                                    ▼
|   Linkoln Lists All Saved Websites & Subpages         │
|                                                       │
| If "Remove 1 Site"                                    ▼
|   Enter Index or URL                                  │
|   Website Removed Successfully                        │
|                                                       │
| If "Remove All Sites"                                 ▼
|   All Websites Cleared                                │
|                                                       │
| If "Change Password"                                  ▼
|   Enter New Password                                  │
|   Password Changed                                    ▼
|                                                       │
| If "Back to User Mode"                                ▼
|   Return to User Mode                                 ▼
|______________________________________________________ |

User Mode (Ask Questions) ──────────────────────────────┐
    - User Asks Anything                                 │
    - Linkoln Crawls Websites & Subpages (Real-Time)     │
    - Integrates Conversation History                    │
    - LLM Generates Tailored Response                    ▼
    Linkoln Responds                                     │
                                                         │
If "Restart Conversation" ──────────────────────────────┘
    - Conversation History Cleared
    - Fresh Start for the User

```

***

#### 🔮 **The Big Vision**

Imagine you walk into ANY community (Telegram, Discord) and type questions like:

* “What’s the next token unlock schedule?”
* “How can I stake my NFT?”
* “When’s the next roadmap update?”

Linkoln answers everything. Instantly. Without digging through pinned messages or docs.

That’s a killer experience.

Linkoln is a real-time knowledge agent that can replace hunting for info manually. People want fast answers, not to read endless docs. Linkoln gives them that.