> ## Documentation Index
> Fetch the complete documentation index at: https://docs.ag2.ai/llms.txt
> Use this file to discover all available pages before exploring further.

# Overview

## Classes

<p class="overview-symbol"><a href="/docs/api-reference/autogen/agentchat/contrib/qdrant_retrieve_user_proxy_agent/QdrantRetrieveUserProxyAgent"><code>class QdrantRetrieveUserProxyAgent</code></a></p>

## Functions

<p class="overview-symbol"><a href="/docs/api-reference/autogen/agentchat/contrib/qdrant_retrieve_user_proxy_agent/create_qdrant_from_dir"><code>create\_qdrant\_from\_dir</code></a></p><p class="overview-symbol"><a href="/docs/api-reference/autogen/agentchat/contrib/qdrant_retrieve_user_proxy_agent/query_qdrant"><code>query\_qdrant</code></a></p>