AI Agent Multi Modal Capabilities 2026

In 2026, agents are no longer limited to processing text. They can now see images, hear voice, and read PDFs. This article explores the capability boundaries and implementation approaches of multimodal agents.

💡 What You Will Learn

In 2026, agents are no longer limited to processing text. They can now see images, hear voice, and read PDFs. This article explores the capability boundaries and implementation approaches of multimoda

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@tool
def analyze_image(image_path: str) -> str:
    """"""
    # 
    response = llm.invoke([
        {"role": "user", "content": [
            {"type": "text", "text": ""},
            {"type": "image_url", "image_url": {"url": image_path}}
        ]}
    ])
    return response

Summary