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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: Have an interesting example to share? Please consider contributing to our growing collection.

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

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Getting Started

If you’re just getting started, follow the Getting Started guide for a step-by-step tutorial. The examples build on each other, introducing new concepts and capabilities progressively.

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🎬 Video Walkthroughs

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

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Autonomous Agents

🎬 DevOps Telegram Bot

Server monitoring, log analysis, and backups from Telegram

🎬 Expense Tracker Bot

OCR receipt scanning and expense tracking via Telegram

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Web Scraping & Data Extraction

🎬 Find Agreement Links

Autonomously find and verify policy pages on websites

🎬 Classify Emails

Automatically categorize fintech operation emails

🎬 Find Example Product

Explore ecommerce sites and extract product data

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Business & Sales

Find Sales Categories

Extract ecommerce sales categories from websites

Find Company Website

Find and validate official company websites

Extract People

Extract person names from text with structured output

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Document Analysis

Document Analyzer

Extract data from documents using vision & LLM

Contract Analyzer

Analyze legal contracts and extract key terms

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Safety & Compliance

Crypto Block Policy

Block cryptocurrency content with Safety Engine

Safety Engine

Implement content filtering and safety policies

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Model Integrations

NVIDIA Agent

Use NVIDIA NIM models with Upsonic

Ollama Agent

Run local LLMs with Ollama integration