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@@ -93,6 +93,12 @@ result = crew.kickoff(inputs={"question": "What city does John live in and how o
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Here's another example with the `CrewDoclingSource`. The CrewDoclingSource is actually quite versatile and can handle multiple file formats including TXT, PDF, DOCX, HTML, and more.
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<Note>
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You need to install `docling` for the following example to work: `uv add docling`
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</Note>
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```python Code
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from crewai import LLM, Agent, Crew, Process, Task
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from crewai.knowledge.source.crew_docling_source import CrewDoclingSource
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@@ -1,14 +1,14 @@
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---
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title: Using Multimodal Agents
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description: Learn how to enable and use multimodal capabilities in your agents for processing images and other non-text content within the CrewAI framework.
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icon: image
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icon: video
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---
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# Using Multimodal Agents
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## Using Multimodal Agents
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CrewAI supports multimodal agents that can process both text and non-text content like images. This guide will show you how to enable and use multimodal capabilities in your agents.
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## Enabling Multimodal Capabilities
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### Enabling Multimodal Capabilities
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To create a multimodal agent, simply set the `multimodal` parameter to `True` when initializing your agent:
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@@ -25,7 +25,7 @@ agent = Agent(
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When you set `multimodal=True`, the agent is automatically configured with the necessary tools for handling non-text content, including the `AddImageTool`.
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## Working with Images
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### Working with Images
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The multimodal agent comes pre-configured with the `AddImageTool`, which allows it to process images. You don't need to manually add this tool - it's automatically included when you enable multimodal capabilities.
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@@ -108,7 +108,7 @@ The multimodal agent will automatically handle the image processing through its
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- Process image content with optional context or specific questions
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- Provide analysis and insights based on the visual information and task requirements
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## Best Practices
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### Best Practices
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When working with multimodal agents, keep these best practices in mind:
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@@ -91,6 +91,7 @@
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"how-to/custom-manager-agent",
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"how-to/llm-connections",
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"how-to/customizing-agents",
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"how-to/multimodal-agents",
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"how-to/coding-agents",
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"how-to/force-tool-output-as-result",
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"how-to/human-input-on-execution",
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