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

# Aimlapi

> AIML API examples for basic runs, multimodal input, memory, retries, structured output, and tool use.

| Example                                                                             | Description                                                                                        |
| ----------------------------------------------------------------------------------- | -------------------------------------------------------------------------------------------------- |
| [Aimlapi Basic](/examples/models/aimlapi/basic)                                     | Run an AIMLAPI agent four ways: sync, async, and streaming variants of each.                       |
| [Aimlapi Image Agent](/examples/models/aimlapi/image-agent)                         | Analyze an image from a URL with Llama 3.2 Vision through AIML API.                                |
| [Aimlapi Image Agent Bytes](/examples/models/aimlapi/image-agent-bytes)             | Pass an image as raw bytes to a Llama vision model served through AIMLAPI.                         |
| [Aimlapi Image Agent With Memory](/examples/models/aimlapi/image-agent-with-memory) | Analyze an image with a Llama vision model on AIMLAPI, then answer a follow-up using chat history. |
| [Retry](/examples/models/aimlapi/retry)                                             | Review retry settings and why invalid model IDs cannot reliably exercise the retry path.           |
| [Aimlapi Structured Output](/examples/models/aimlapi/structured-output)             | Return a typed MovieScript from AIML API using JSON mode and a Pydantic output schema.             |
| [Tool Use](/examples/models/aimlapi/tool-use)                                       | Answer current-events questions with web search tools on an AIML API model, sync and async.        |