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Overview

docs/en/tools/ai-ml/overview.mdx

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These tools integrate with AI and machine learning services to enhance your agents with advanced capabilities like image generation, vision processing, and intelligent code execution.

Available Tools

<CardGroup cols={2}> <Card title="DALL-E Tool" icon="image" href="/en/tools/ai-ml/dalletool"> Generate AI images using OpenAI's DALL-E model. </Card> <Card title="Vision Tool" icon="eye" href="/en/tools/ai-ml/visiontool"> Process and analyze images with computer vision capabilities. </Card> <Card title="AI Mind Tool" icon="brain" href="/en/tools/ai-ml/aimindtool"> Advanced AI reasoning and decision-making capabilities. </Card> <Card title="LlamaIndex Tool" icon="llama" href="/en/tools/ai-ml/llamaindextool"> Build knowledge bases and retrieval systems with LlamaIndex. </Card> <Card title="LangChain Tool" icon="link" href="/en/tools/ai-ml/langchaintool"> Integrate with LangChain for complex AI workflows. </Card> <Card title="RAG Tool" icon="database" href="/en/tools/ai-ml/ragtool"> Implement Retrieval-Augmented Generation systems. </Card> <Card title="Code Interpreter Tool" icon="code" href="/en/tools/ai-ml/codeinterpretertool"> Execute Python code and perform data analysis. </Card> </CardGroup>

Common Use Cases

  • Content Generation: Create images, text, and multimedia content
  • Data Analysis: Execute code and analyze complex datasets
  • Knowledge Systems: Build RAG systems and intelligent databases
  • Computer Vision: Process and understand visual content
  • AI Safety: Implement content moderation and safety checks
python
from crewai_tools import DallETool, VisionTool, CodeInterpreterTool

# Create AI tools
image_generator = DallETool()
vision_processor = VisionTool()
code_executor = CodeInterpreterTool()

# Add to your agent
agent = Agent(
    role="AI Specialist",
    tools=[image_generator, vision_processor, code_executor],
    goal="Create and analyze content using AI capabilities"
)