> ## Documentation Index
> Fetch the complete documentation index at: https://agno-v2-codex-docs-audit-20260719-0149.mintlify.site/llms.txt
> Use this file to discover all available pages before exploring further.

# Lmstudio

> LM Studio examples for local models, images, knowledge, memory, storage, retries, structured output, and tools.

| Example                                                                   | Description                                                                                     |
| ------------------------------------------------------------------------- | ----------------------------------------------------------------------------------------------- |
| [Lmstudio Basic](/examples/models/lmstudio/basic)                         | Run a Qwen model served by LM Studio with sync and streamed responses.                          |
| [DB](/examples/models/lmstudio/db)                                        | Store LM Studio agent sessions in Postgres and answer follow-ups with history in context.       |
| [Lmstudio Image Agent](/examples/models/lmstudio/image-agent)             | Send image bytes to a llama3.2-vision model in LM Studio and stream the description.            |
| [Knowledge](/examples/models/lmstudio/knowledge)                          | Query a PgVector knowledge base of PDF recipes from an agent running on LM Studio.              |
| [Memory](/examples/models/lmstudio/memory)                                | Store and retrieve personalized user memories and conversation summaries in an LM Studio agent. |
| [Retry](/examples/models/lmstudio/retry)                                  | Review retry settings and why invalid model IDs cannot reliably exercise the retry path.        |
| [Lmstudio Structured Output](/examples/models/lmstudio/structured-output) | Produce a MovieScript Pydantic object from an LM Studio model with output\_schema.              |
| [Tool Use](/examples/models/lmstudio/tool-use)                            | Add web search tools to an LM Studio agent and run sync and streaming queries.                  |