apify · ohlava · Apr 10, 2025
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+---
+title: Agno Integration
+sidebar_label: Agno
+description: Integrate Apify with Agno to power AI agents with web scraping, automation, and data insights.
+sidebar_position: 1
+slug: /integrations/agno
+---
+
+**Integrate Apify with Agno to power AI agents with web scraping, automation, and data insights.**
+
+---
+
+## What is Agno?
+
+[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.
+
+> [!NOTE]
+> Check out the [Agno documentation](https://docs.agno.com/introduction) for more details on building AI agents.
+
+## How to Use Apify with Agno
+
+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 4,000+ Actors in the [Apify Store](https://apify.com/store).
+
+### Prerequisites
+
+- **Apify API token**: Obtain your token from the [Apify console](https://console.apify.com/account/integrations).  
+- **Python environment**: Ensure Python is installed (version 3.8+ recommended).  
+- **Required packages**: Install the following dependencies in your terminal:
+
+```bash
+pip install agno apify-client langchain-apify
+```
+
+## Basic Integration Example
+
+Start by setting up an Agno agent with Apify tools. This example uses the RAG Web Browser Actor to extract content from a specific URL.
+
+```python
+from agno.agent import Agent
+from agno.tools.apify import ApifyTools
+
+# Initialize the agent with Apify tools
+agent = Agent(
+    tools=[
+        ApifyTools(
+            actors=["apify/rag-web-browser"],
+            apify_api_token="YOUR_APIFY_API_TOKEN"  # Replace YOUR_APIFY_API_TOKEN with your token 
+        )
+    ],
+    show_tool_calls=True,
+    markdown=True
+)
+
+# Fetch and display web content
+agent.print_response("Extract key details from https://docs.agno.com/introduction", markdown=True)
+```
+
+Running this code will scrape the specified URL and return formatted content your agent can use.
+
+> [!TIP]
+> You can also set the APIFY_API_TOKEN environment variable instead of passing it directly in the code.
+
+### Advanced Scenario: Travel Planning Agent
+
+Combine multiple Apify Actors to create a powerful travel planning agent. This example uses the RAG Web Browser and Google Places Crawler to gather travel insights and local business data.
+
+```python
+from agno.agent import Agent
+from agno.tools.apify import ApifyTools
+
+# Create a travel planning agent
+agent = Agent(
+    name="Travel Planner",
+    instructions=[
+        "You are a travel planning assistant. Use web data and location insights to provide detailed travel recommendations."
+    ],
+    tools=[
+        ApifyTools(
+            actors=[
+                "apify/rag-web-browser",           # For general web research
+                "compass/crawler-google-places"    # For location-based data
+            ],
+            apify_api_token="YOUR_APIFY_API_TOKEN"
+        )
+    ],
+    show_tool_calls=True,
+    markdown=True
+)
+
+# Plan a trip to Tokyo
+agent.print_response(
+    """
+    I'm traveling to Tokyo next month.
+    1. Research the best time to visit and top attractions.
+    2. Find a highly rated sushi restaurant near Shinjuku.
+    Compile a travel guide with this information.
+    """,
+    markdown=True
+)
+```
+
+This agent will fetch travel-related data and restaurant recommendations, providing a comprehensive travel guide:
+
+1. Use the RAG Web Browser to research Tokyo travel details.
+2. Use the Google Places Crawler to find a top sushi restaurant.
+3. Combine the results into a comprehensive guide.
+
+> [!TIP]
+> 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.
+
+### Available Apify Tools
+
+Agno supports any Apify Actor via the ApifyTools class. You can specify a single Actor ID or a list of Actor IDs to register multiple tools for your agent at once.
+
+## Configuration Options
+
+| Parameter                    | Type                | Default | Description                                                        |
+| ---------------------------- | ------------------- | ------- | ------------------------------------------------------------------ |
+| `apify_api_token`            | `str`               | `None`  | Apify API token (or set via APIFY_API_TOKEN environment variable)  |
+| `actors`                     | `str` or `List[str]`| `None`  | Single Actor ID or list of Actor IDs to register                   |
+
+## Resources
+
+- [How to build an AI Agent](https://blog.apify.com/how-to-build-an-ai-agent/)
+- [Agno Framework Documentation](https://docs.agno.com)
+- [Apify Platform Documentation](https://docs.apify.com)
+- [Apify Actor Documentation](https://docs.apify.com/actors)
+- [Apify Store - Browse available Actors](https://apify.com/store)