An agent must read an invoice image and a text policy. What does it need?
Why C is the answer
A multimodal model or vision tool
Images need a model or tool that can read them.
In detail
- Images need a model or tool that can read them.
- Images need a model or tool that can read them.
Use case
An illustrative scenario, not a real incident.
An agent reads an invoice image with a vision tool, and compares it to a text policy.
See it in different ways
sequenceDiagram participant M as Model participant A as Application participant T as Tool M->>A: Tool name and arguments A->>A: Validate against the schema A->>T: Run, with an idempotency key T-->>A: Short result or clear error A-->>M: Result as context
mindmap
root(("Agent inputs"))
n1["Image"]
n2["Multimodal model or vision tool"]
n3["Text"]
n4["Standard model"]Key point: Images need multimodal capability.
Why the other options are wrong
- A. A longer sequence of few-shot text examples
- Text examples cannot read an image.
- B. A higher learning rate during fine-tuning
- That is about training.
- D. A larger text embedding dimension
- That still reads only text.