AI Agent Examples

AI agents with q:agent, tools, and multi-agent teams.

All Examples

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Agent Patterns

Basic Agent

xml

<q:agent name="assistant" model="gpt-4" maxIterations="5">
  <q:instruction>
    You are a helpful assistant. Answer questions concisely.
  </q:instruction>

  <q:execute task="{userQuestion}" />
</q:agent>

<p>Response: {assistant}</p>

Agent with Tools

xml

<q:agent name="calculator" model="phi3" maxIterations="5">
  <q:instruction>
    You are a calculator. Use the provided tools.
  </q:instruction>

  <q:tool name="add" description="Add two numbers">
    <q:param name="a" type="number" required="true" />
    <q:param name="b" type="number" required="true" />
    <q:function name="doAdd">
      <q:return value="{a + b}" />
    </q:function>
  </q:tool>

  <q:tool name="multiply" description="Multiply two numbers">
    <q:param name="a" type="number" required="true" />
    <q:param name="b" type="number" required="true" />
    <q:function name="doMultiply">
      <q:return value="{a * b}" />
    </q:function>
  </q:tool>

  <q:execute task="What is 5 + 3 * 2?" />
</q:agent>

Multi-Agent Team

xml

<q:team name="support">
  <q:agent name="classifier" model="gpt-3.5-turbo">
    <q:instruction>Classify the customer request type.</q:instruction>
  </q:agent>

  <q:agent name="responder" model="gpt-4">
    <q:instruction>Generate a helpful response based on classification.</q:instruction>
  </q:agent>

  <q:workflow>
    <q:step agent="classifier" output="category" />
    <q:step agent="responder" input="{category}" output="response" />
  </q:workflow>
</q:team>

RAG (Retrieval Augmented Generation)

xml

<q:agent name="researcher" model="gpt-4">
  <q:instruction>
    Answer questions using the provided context.
  </q:instruction>

  <q:tool name="search" description="Search knowledge base">
    <q:param name="query" type="string" required="true" />
    <q:function name="doSearch">
      <q:query name="docs" datasource="vectors">
        SELECT content FROM documents
        WHERE embedding <-> :queryEmbedding < 0.5
        LIMIT 5
      </q:query>
      <q:return value="{docs}" />
    </q:function>
  </q:tool>

  <q:execute task="{userQuery}" />
</q:agent>

Functions - Define agent tools
Database Queries - Agent data access
Advanced - Complex agent applications