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AlonsoGuevara 2024-08-06 00:31:48 +00:00
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posts/query/3-cli/index.html
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@ -292,7 +292,7 @@ a {
<p>The GraphRAG query CLI allows for no-code usage of the GraphRAG Query engine.</p>
<div style="position: relative">
<pre class="language-bash"><code id="code-3" class="language-bash">python <span class="token parameter variable">-m</span> graphrag.query <span class="token parameter variable">--data</span> <span class="token operator">&lt;</span>path-to-data<span class="token operator">></span> <span class="token parameter variable">--community_level</span> <span class="token operator">&lt;</span>comunit-level<span class="token operator">></span> <span class="token parameter variable">--response_type</span> <span class="token operator">&lt;</span>response-type<span class="token operator">></span> <span class="token parameter variable">--method</span> <span class="token operator">&lt;</span><span class="token string">"local"</span><span class="token operator">|</span><span class="token string">"global"</span><span class="token operator">></span> <span class="token operator">&lt;</span>query<span class="token operator">></span></code></pre>
<pre class="language-bash"><code id="code-3" class="language-bash">python <span class="token parameter variable">-m</span> graphrag.query <span class="token parameter variable">--config</span> <span class="token operator">&lt;</span>config_file.yml<span class="token operator">></span> <span class="token parameter variable">--data</span> <span class="token operator">&lt;</span>path-to-data<span class="token operator">></span> <span class="token parameter variable">--community_level</span> <span class="token operator">&lt;</span>comunit-level<span class="token operator">></span> <span class="token parameter variable">--response_type</span> <span class="token operator">&lt;</span>response-type<span class="token operator">></span> <span class="token parameter variable">--method</span> <span class="token operator">&lt;</span><span class="token string">"local"</span><span class="token operator">|</span><span class="token string">"global"</span><span class="token operator">></span> <span class="token operator">&lt;</span>query<span class="token operator">></span></code></pre>
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<span style="display:inline-block;background:url(https://api.iconify.design/mdi/content-copy.svg) no-repeat center center / contain;width: 16px; height: 16px;" class=""></span>
@ -300,6 +300,7 @@ a {
</div>
<h2>CLI Arguments</h2>
<ul>
<li><code>--config &lt;config_file.yml&gt;</code> - The configuration yaml file to use when running the query. If this is used, then none of the environment-variables below will apply.</li>
<li><code>--data &lt;path-to-data&gt;</code> - Folder containing the <code>.parquet</code> output files from running the Indexer.</li>
<li><code>--community_level &lt;community-level&gt;</code> - Community level in the Leiden community hierarchy from which we will load the community reports higher value means we use reports on smaller communities. Default: 2</li>
<li><code>--response_type &lt;response-type&gt;</code> - Free form text describing the response type and format, can be anything, e.g. <code>Multiple Paragraphs</code>, <code>Single Paragraph</code>, <code>Single Sentence</code>, <code>List of 3-7 Points</code>, <code>Single Page</code>, <code>Multi-Page Report</code>. Default: <code>Multiple Paragraphs</code>.</li>

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posts/query/notebooks/global_search_nb/index.html
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@ -368,7 +368,10 @@ entity_embedding_df <span class="token operator">=</span> pd<span class="token p
reports <span class="token operator">=</span> read_indexer_reports<span class="token punctuation">(</span>report_df<span class="token punctuation">,</span> entity_df<span class="token punctuation">,</span> COMMUNITY_LEVEL<span class="token punctuation">)</span>
entities <span class="token operator">=</span> read_indexer_entities<span class="token punctuation">(</span>entity_df<span class="token punctuation">,</span> entity_embedding_df<span class="token punctuation">,</span> COMMUNITY_LEVEL<span class="token punctuation">)</span>
<span class="token keyword">print</span><span class="token punctuation">(</span><span class="token string-interpolation"><span class="token string">f"Report records: </span><span class="token interpolation"><span class="token punctuation">{</span><span class="token builtin">len</span><span class="token punctuation">(</span>report_df<span class="token punctuation">)</span><span class="token punctuation">}</span></span><span class="token string">"</span></span><span class="token punctuation">)</span>
<span class="token keyword">print</span><span class="token punctuation">(</span><span class="token string-interpolation"><span class="token string">f"Total report count: </span><span class="token interpolation"><span class="token punctuation">{</span><span class="token builtin">len</span><span class="token punctuation">(</span>report_df<span class="token punctuation">)</span><span class="token punctuation">}</span></span><span class="token string">"</span></span><span class="token punctuation">)</span>
<span class="token keyword">print</span><span class="token punctuation">(</span>
<span class="token string-interpolation"><span class="token string">f"Report count after filtering by community level </span><span class="token interpolation"><span class="token punctuation">{</span>COMMUNITY_LEVEL<span class="token punctuation">}</span></span><span class="token string">: </span><span class="token interpolation"><span class="token punctuation">{</span><span class="token builtin">len</span><span class="token punctuation">(</span>reports<span class="token punctuation">)</span><span class="token punctuation">}</span></span><span class="token string">"</span></span>
<span class="token punctuation">)</span>
report_df<span class="token punctuation">.</span>head<span class="token punctuation">(</span><span class="token punctuation">)</span></code></pre>
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@ -469,7 +472,6 @@ result<span class="token punctuation">.</span>context_data<span class="token pun
<span style="display:inline-block;background:url(https://api.iconify.design/mdi/content-copy.svg) no-repeat center center / contain;width: 16px; height: 16px;" class=""></span>
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<p>LLM calls: 13. LLM tokens: 184660</p>
</main>
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