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

# Introduction

> Explore Upsonic's example gallery showcasing everything from single-agent tasks to sophisticated multi-agent workflows.

Welcome to Upsonic's example gallery! Here you'll discover examples showcasing everything from **single-agent tasks** to sophisticated **multi-agent workflows**. You can either:

* Run the examples individually
* Clone the entire [Upsonic Examples repository](https://github.com/Upsonic/Examples)

Have an interesting example to share? Please consider [contributing](https://github.com/Upsonic/Upsonic) to our growing collection.

## See It in Action

Watch how Upsonic agents work in real-world scenarios. This DevOps Telegram Bot monitors servers, analyzes logs, and manages backups directly from a chat interface:

<iframe src="https://www.youtube.com/embed/ulUEFIolesQ" title="DevOps Telegram Bot Demo" frameborder="0" className="w-full aspect-video rounded-xl" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" allowfullscreen />

<Tip>Many of our examples include step-by-step video walkthroughs. Look for the 🎬 tag below to find them.</Tip>

## Getting Started

If you're just getting started, follow the [Getting Started](/get-started/quickstart) guide for a step-by-step tutorial. The examples build on each other, introducing new concepts and capabilities progressively.

## 🎬 Video Walkthroughs

These examples include step-by-step video explanations to help you follow along visually.

### Autonomous Agents

<CardGroup cols={2}>
  <Card title="🎬 DevOps Telegram Bot" icon="robot" iconType="duotone" href="/examples/autonomous-agents/devops-telegram-bot">
    Server monitoring, log analysis, and backups from Telegram
  </Card>

  <Card title="🎬 Expense Tracker Bot" icon="receipt" iconType="duotone" href="/examples/autonomous-agents/expense-tracker-bot">
    OCR receipt scanning and expense tracking via Telegram
  </Card>

  <Card title="🎬 Operations Analyst" icon="chart-line" iconType="duotone" href="/examples/autonomous-agents/operations-analyst">
    Analyze shipment data, compute KPIs, and generate charts autonomously
  </Card>

  <Card title="🎬 Folder Organizer" icon="folder-tree" iconType="duotone" href="/examples/autonomous-agents/folder-organizer">
    Semantically reorganize messy folders into clean structures
  </Card>
</CardGroup>

### Web Scraping & Data Extraction

<CardGroup cols={3}>
  <Card title="🎬 Find Agreement Links" icon="link" iconType="duotone" href="/examples/business-sales/find-agreement-links">
    Autonomously find and verify policy pages on websites
  </Card>

  <Card title="🎬 Find Example Product" icon="shopping-cart" iconType="duotone" href="/examples/business-sales/find-example-product">
    Explore ecommerce sites and extract product data
  </Card>

  <Card title="🎬 Apify Restaurant Scout" icon="map-location-dot" iconType="duotone" href="/examples/integration-examples/apify-restaurant-scout">
    Search Google Maps for restaurants using natural language queries
  </Card>
</CardGroup>

## Business & Sales

<CardGroup cols={2}>
  <Card title="🎬 Classify Emails" icon="envelope" iconType="duotone" href="/examples/business-sales/classify-emails">
    Automatically categorize fintech operation emails
  </Card>

  <Card title="Find Sales Categories" icon="tags" iconType="duotone" href="/examples/business-sales/find-sales-categories">
    Extract ecommerce sales categories from websites
  </Card>

  <Card title="Find Company Website" icon="globe" iconType="duotone" href="/examples/business-sales/find-company-website">
    Find and validate official company websites
  </Card>

  <Card title="Extract People" icon="users" iconType="duotone" href="/examples/business-sales/extract-people">
    Extract person names from text with structured output
  </Card>
</CardGroup>

## Document Analysis

<CardGroup cols={2}>
  <Card title="Document Analyzer" icon="file-lines" iconType="duotone" href="/examples/document-analysis/document-analyzer">
    Extract data from documents using vision & LLM
  </Card>

  <Card title="Contract Analyzer" icon="file-contract" iconType="duotone" href="/examples/document-analysis/contract-analyzer">
    Analyze legal contracts and extract key terms
  </Card>
</CardGroup>

## Safety & Compliance

<CardGroup cols={2}>
  <Card title="Crypto Block Policy" icon="shield-halved" iconType="duotone" href="/examples/safety-compliance/crypto-block">
    Block cryptocurrency content with Safety Engine
  </Card>

  <Card title="Safety Engine" icon="shield-check" iconType="duotone" href="/examples/safety-compliance/safety_engine_with_safeguard_llm_models">
    Implement content filtering and safety policies
  </Card>
</CardGroup>

## Model Integrations

<CardGroup cols={2}>
  <Card title="NVIDIA Agent" icon="microchip" iconType="duotone" href="/examples/model-integrations/nvidia_agent">
    Use NVIDIA NIM models with Upsonic
  </Card>

  <Card title="Ollama Agent" icon="server" iconType="duotone" href="/examples/model-integrations/ollama_agent">
    Run local LLMs with Ollama integration
  </Card>
</CardGroup>