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‎.doctrees/environment.pickle

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‎.doctrees/index.doctree

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‎_sources/index.rst.txt

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Flows
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~~~~~~
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In both flows of single and multiple agents - it is one user query to one agent using one tool (if needed).
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In both flows of single and multiple agents - it is one user query to one agent using one or many tools (if needed).
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An agent can have multiple tools and will choose the best one to answer the user query.
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An agent can have multiple tools and will choose the best ones to fulfill the user's query.
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Routing is determined by optimal domain expertise of the agent for the user query.
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Routing is determined by optimal domain expertise of the agent for the user's query.
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When the agent uses a tool it feeds the tool output back into the agent to generate the final response.
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When the agent uses tools it feeds the tools output back to itself to generate the final response.
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This is important as tools generally output unstructured and unformatted data that the agent needs to prepare for the user.
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@@ -39,27 +39,27 @@ Keep this in mind while designing your agentic systems using Solana Agent.
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Single Agent
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┌────────┐ ┌─────────┐ ┌────────┐
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│ │ │ │ │ │
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│ │ │ │ │ │
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│ User │◄──────►│ Agent │◄──────►│ Tool │
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│ │ │ │ │ │
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│ │ │ │ │ │
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└────────┘ └─────────┘ └────────┘
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┌────────┐ ┌─────────┐ ┌────────-┐
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│ │ │ │ │ │
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│ │ │ │ │ │
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│ User │◄──────►│ Agent │◄──────►│ Tools │
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│ │ │ │ │ │
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│ │ │ │ │ │
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└────────┘ └─────────┘ └────────-┘
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Multiple Agents
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┌────────┐ ┌──────────┐ ┌─────────┐ ┌────────┐
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│ │ │ │ │ │ │ │
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│ │ │ │ │ │ │ │
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┌───►│ User ├───────►│ Router ├───────►│ Agent │◄──────►│ Tool │
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│ │ │ │ │ │ │ │ │
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│ │ │ │ │ │ │ │ │
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│ └────────┘ └──────────┘ └────┬────┘ └────────┘
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┌────────┐ ┌──────────┐ ┌─────────┐ ┌────────-┐
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│ │ │ │ │ │ │ │
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│ │ │ │ │ │ │ │
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┌───►│ User ├───────►│ Router ├───────►│ Agent │◄──────►│ Tools │
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│ │ │ │ │ │ │ │ │
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│ │ │ │ │ │ │ │ │
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│ └────────┘ └──────────┘ └────┬────┘ └────────-┘
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│ │
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│ │
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│ │
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},
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}
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Grok - Optional
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~~~~~~~~~~~~~~~~
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`grok-3-fast` can be used instead of `gpt-4.1` for the agent model
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.. code-block:: python
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config = {
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"grok": {
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"api_key": "your-grok-api-key",
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},
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}
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Gemini - Optional
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~~~~~~~~~~~~~~~~~~~~~~~~~~~~
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`gemini-2.5-pro-preview-03-25` can be used instead of `gpt-4.1` for the agent model
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.. code-block:: python
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config = {
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"gemini": {
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"api_key": "your-gemini-api-key",
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},
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}
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Knowledge Base - Optional
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~~~~~~~~~~~~~~~~~~~~~~~~~~~
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‎index.html

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</section>
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<section id="flows">
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<h3>Flows<a class="headerlink" href="#flows" title="Link to this heading"></a></h3>
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<p>In both flows of single and multiple agents - it is one user query to one agent using one tool (if needed).</p>
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<p>An agent can have multiple tools and will choose the best one to answer the user query.</p>
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<p>Routing is determined by optimal domain expertise of the agent for the user query.</p>
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<p>When the agent uses a tool it feeds the tool output back into the agent to generate the final response.</p>
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<p>In both flows of single and multiple agents - it is one user query to one agent using one or many tools (if needed).</p>
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<p>An agent can have multiple tools and will choose the best ones to fulfill the user’s query.</p>
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<p>Routing is determined by optimal domain expertise of the agent for the user’s query.</p>
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<p>When the agent uses tools it feeds the tools output back to itself to generate the final response.</p>
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<p>This is important as tools generally output unstructured and unformatted data that the agent needs to prepare for the user.</p>
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<p>Keep this in mind while designing your agentic systems using Solana Agent.</p>
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<div class="highlight-ascii notranslate"><div class="highlight"><pre><span></span> Single Agent
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┌────────┐ ┌─────────┐ ┌────────┐
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│ │ │ │ │ │
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│ │ │ │ │ │
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│ User │◄──────►│ Agent │◄──────►│ Tool │
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│ │ │ │ │ │
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│ │ │ │ │ │
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└────────┘ └─────────┘ └────────┘
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┌────────┐ ┌─────────┐ ┌────────-┐
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│ │ │ │ │ │
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│ │ │ │ │ │
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│ User │◄──────►│ Agent │◄──────►│ Tools │
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│ │ │ │ │ │
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│ │ │ │ │ │
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└────────┘ └─────────┘ └────────-┘
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Multiple Agents
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┌────────┐ ┌──────────┐ ┌─────────┐ ┌────────┐
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│ │ │ │ │ │ │ │
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│ │ │ │ │ │ │ │
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┌───►│ User ├───────►│ Router ├───────►│ Agent │◄──────►│ Tool │
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│ │ │ │ │ │ │ │ │
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│ │ │ │ │ │ │ │ │
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│ └────────┘ └──────────┘ └────┬────┘ └────────┘
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┌────────┐ ┌──────────┐ ┌─────────┐ ┌────────-┐
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│ │ │ │ │ │ │ │
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│ │ │ │ │ │ │ │
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┌───►│ User ├───────►│ Router ├───────►│ Agent │◄──────►│ Tools │
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│ │ │ │ │ │ │ │ │
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│ │ │ │ │ │ │ │ │
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│ └────────┘ └──────────┘ └────┬────┘ └────────-┘
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│ │
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│ │
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</pre></div>
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</div>
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</section>
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<section id="grok-optional">
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<h3>Grok - Optional<a class="headerlink" href="#grok-optional" title="Link to this heading"></a></h3>
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<p><cite>grok-3-fast</cite> can be used instead of <cite>gpt-4.1</cite> for the agent model</p>
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<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="n">config</span> <span class="o">=</span> <span class="p">{</span>
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<span class="s2">&quot;grok&quot;</span><span class="p">:</span> <span class="p">{</span>
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<span class="s2">&quot;api_key&quot;</span><span class="p">:</span> <span class="s2">&quot;your-grok-api-key&quot;</span><span class="p">,</span>
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<span class="p">},</span>
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<span class="p">}</span>
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</pre></div>
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</div>
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</section>
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<section id="gemini-optional">
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<h3>Gemini - Optional<a class="headerlink" href="#gemini-optional" title="Link to this heading"></a></h3>
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<p><cite>gemini-2.5-pro-preview-03-25</cite> can be used instead of <cite>gpt-4.1</cite> for the agent model</p>
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<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="n">config</span> <span class="o">=</span> <span class="p">{</span>
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<span class="s2">&quot;gemini&quot;</span><span class="p">:</span> <span class="p">{</span>
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<span class="s2">&quot;api_key&quot;</span><span class="p">:</span> <span class="s2">&quot;your-gemini-api-key&quot;</span><span class="p">,</span>
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<span class="p">},</span>
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<span class="p">}</span>
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</pre></div>
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</div>
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</section>
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<section id="knowledge-base-optional">
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<h3>Knowledge Base - Optional<a class="headerlink" href="#knowledge-base-optional" title="Link to this heading"></a></h3>
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<p>The Knowledge Base (KB) is meant to store text values and/or small PDFs.</p>

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