> ## Documentation Index
> Fetch the complete documentation index at: https://agno-v2.mintlify.site/llms.txt
> Use this file to discover all available pages before exploring further.

# Input Output

> Examples for input formats, validation schemas, streaming, and structured outputs.

| Example | Description |
| - | - |
| [Expected Output](https://agno-v2.mintlify.site/examples/agents/input-output/expected-output.md) | Guide agent responses using the expected\_output parameter. |
| [Input Formats](https://agno-v2.mintlify.site/examples/agents/input-output/input-formats.md) | Handle different input formats for agent requests. |
| [Input Schema](https://agno-v2.mintlify.site/examples/agents/input-output/input-schema.md) | Pass a dict that matches the input schema. |
| [Output Model](https://agno-v2.mintlify.site/examples/agents/input-output/output-model.md) | Use a separate output model to refine the main model's response. |
| [Output Schema](https://agno-v2.mintlify.site/examples/agents/input-output/output-schema.md) | Use `output_schema` to return structured data that matches a Pydantic model. |
| [Parser Model](https://agno-v2.mintlify.site/examples/agents/input-output/parser-model.md) | Pair output\_schema with a parser\_model that turns the response into a NationalParkAdventure object. |
| [Response As Variable](https://agno-v2.mintlify.site/examples/agents/input-output/response-as-variable.md) | Capture agent responses as variables for downstream use. |
| [Save To File](https://agno-v2.mintlify.site/examples/agents/input-output/save-to-file.md) | Save agent responses to a file automatically. |
| [Streaming](https://agno-v2.mintlify.site/examples/agents/input-output/streaming.md) | Demonstrates streaming agent responses token by token. |
| [Followups (Built-in)](https://agno-v2.mintlify.site/examples/agents/input-output/followup-suggestions.md) | Enable built-in followup prompts on any agent with a single flag. |
| [Followups: Streaming](https://agno-v2.mintlify.site/examples/agents/input-output/followup-suggestions-streaming.md) | Stream the main response token-by-token and capture followup suggestions via events at the end. |


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