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[Agno](https://docs.agno.com/) is an open-source framework for building intelligent AI agents. It provides a flexible architecture to create agents with custom tools, enabling seamless integration with external services like Apify for tasks such as web scraping, data extraction and automation.
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> [!NOTE]
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> Check out the [Agno documentation](https://docs.agno.com/introduction) for more details on building AI agents.
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:::note
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Check out the [Agno documentation](https://docs.agno.com/introduction) for more details on building AI agents.
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:::
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## How to Use Apify with Agno
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This guide shows how to integrate Apify Actors with Agno to empower your AI agents with real-time web data. We'll use the [RAG Web Browser](https://apify.com/apify/rag-web-browser) Actor to fetch web content and the [Google Places Crawler](https://apify.com/compass/crawler-google-places) Actor to extract location-based data. It is very easy to use with any other Actor by just passing the name of the Actor. See and choose from thousands of Actors in the [Apify Store](https://apify.com/store).
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### Prerequisites
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-**Apify API token**: Obtain your token from the [Apify console](https://console.apify.com/account/integrations).
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-**Python environment**: Ensure Python is installed (version 3.8+ recommended).
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-**Required packages**: Install the following dependencies in your terminal:
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-*Apify API token*: Obtain your token from the [Apify console](https://console.apify.com/account/integrations).
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-*Python environment*: Ensure Python is installed (version 3.8+ recommended).
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-*Required packages*: Install the following dependencies in your terminal:
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```bash
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pip install agno apify-client langchain-apify
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Running this code will scrape the specified URL and return formatted content your agent can use.
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> [!TIP]
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> You can also set the APIFY_API_TOKEN environment variable instead of passing it directly in the code.
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:::tip
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You can also set the APIFY_API_TOKEN environment variable instead of passing it directly in the code.
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:::
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### Advanced Scenario: Travel Planning Agent
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2. Use the Google Places Crawler to find a top sushi restaurant.
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3. Combine the results into a comprehensive guide.
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> [!TIP]
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> Browse the [Apify Store](https://apify.com/store) to find additional Actors for tasks like social media scraping, e-commerce data extraction, or news aggregation.
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:::tip
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Browse the [Apify Store](https://apify.com/store) to find additional Actors for tasks like social media scraping, e-commerce data extraction, or news aggregation.
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