> ## Documentation Index
> Fetch the complete documentation index at: https://docs.agno.com/llms.txt
> Use this file to discover all available pages before exploring further.

# Agent Using Multimodal Tool Response in Runs

> Legacy DalleTools example that references a generated image in a follow-up run.

This legacy example keeps DALL-E image output in conversation history for follow-up runs.

<Warning>
  DALL-E models are deprecated. This `DalleTools` example is retained as a legacy reference and no longer runs against the current OpenAI API. Use `OpenAITools` with GPT Image 2 in [Image Generation Agent](/models/providers/native/openai/responses/usage/image-generation-agent).
</Warning>

## Code

```python agent_using_multimodal_tool_response_in_runs.py theme={null}
from agno.agent import Agent
from agno.db.sqlite import SqliteDb
from agno.tools.dalle import DalleTools

# Create an Agent with the DALL-E tool
agent = Agent(
    tools=[DalleTools()],
    name="DALL-E Image Generator",
    add_history_to_context=True,
    db=SqliteDb(db_file="tmp/test.db"),
)

agent.print_response(
    "Generate an image of a Siamese white furry cat sitting on a couch?",
    markdown=True,
)

agent.print_response(
    "Which type of animal and the breed are we talking about?", markdown=True
)
```

## Current Alternative

The source above uses removed DALL-E models and is preserved for reference. Follow [Image Generation Agent](/models/providers/native/openai/responses/usage/image-generation-agent) for the current `OpenAITools` and GPT Image 2 pattern before rebuilding the multi-turn flow.