Analyze an image with a multimodal LLM (GPT-4o, Claude, Gemini, etc.).

Provide an image (URL, local path, or base64) and a description of what you want to know. The tool calls an OpenAI-compatible vision API and returns the model's text response.

Use this tool whenever you have an image and need to:

• Describe its contents

• Extract text / OCR

• Understand a chart, diagram, or data visualization

• Analyse a UI screenshot (layout, elements, issues)

• Identify objects, colours, people, or scenes in a photo

• Compare or summarise visual information

Args: params (AnalyzeImageInput): - image_source (str): URL, local file path, or base64 image data. - prompt (str): What to analyze or extract from the image. - mime_type (Optional[str]): Override auto-detected MIME type.

Returns: str: The multimodal model's analysis as plain text / Markdown.