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ha2trinh 2024-05-28 20:01:47 +00:00
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3 changed files with 15 additions and 6 deletions
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posts/query/notebooks/global_search_nb/index.html
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@ -308,7 +308,7 @@ a {
<div style="position: relative">
<pre class="language-python"><code id="code-14" class="language-python">api_key <span class="token operator">=</span> os<span class="token punctuation">.</span>environ<span class="token punctuation">[</span><span class="token string">"GRAPHRAG_API_KEY"</span><span class="token punctuation">]</span>
llm_model <span class="token operator">=</span> os<span class="token punctuation">.</span>environ<span class="token punctuation">[</span><span class="token string">"GRAPHRAG_EMBEDDING_MODEL"</span><span class="token punctuation">]</span>
llm_model <span class="token operator">=</span> os<span class="token punctuation">.</span>environ<span class="token punctuation">[</span><span class="token string">"GRAPHRAG_LLM_MODEL"</span><span class="token punctuation">]</span>
llm <span class="token operator">=</span> ChatOpenAI<span class="token punctuation">(</span>
api_key<span class="token operator">=</span>api_key<span class="token punctuation">,</span>

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posts/query/notebooks/local_search_nb/index.html
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@ -416,7 +416,7 @@ text_unit_df<span class="token punctuation">.</span>head<span class="token punct
<div style="position: relative">
<pre class="language-python"><code id="code-39" class="language-python">api_key <span class="token operator">=</span> os<span class="token punctuation">.</span>environ<span class="token punctuation">[</span><span class="token string">"GRAPHRAG_API_KEY"</span><span class="token punctuation">]</span>
llm_model <span class="token operator">=</span> os<span class="token punctuation">.</span>environ<span class="token punctuation">[</span><span class="token string">"GRAPHRAG_EMBEDDING_MODEL"</span><span class="token punctuation">]</span>
llm_model <span class="token operator">=</span> os<span class="token punctuation">.</span>environ<span class="token punctuation">[</span><span class="token string">"GRAPHRAG_LLM_MODEL"</span><span class="token punctuation">]</span>
embedding_model <span class="token operator">=</span> os<span class="token punctuation">.</span>environ<span class="token punctuation">[</span><span class="token string">"GRAPHRAG_EMBEDDING_MODEL"</span><span class="token punctuation">]</span>
llm <span class="token operator">=</span> ChatOpenAI<span class="token punctuation">(</span>
@ -571,11 +571,20 @@ result <span class="token operator">=</span> <span class="token keyword">await</
<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>
</button>
</div>
<div style="position: relative">
<pre class="language-python"><code id="code-61" class="language-python"><span class="token keyword">if</span> <span class="token string">"claims"</span> <span class="token keyword">in</span> result<span class="token punctuation">.</span>context_data<span class="token punctuation">:</span>
<span class="token keyword">print</span><span class="token punctuation">(</span>result<span class="token punctuation">.</span>context_data<span class="token punctuation">[</span><span class="token string">"claims"</span><span class="token punctuation">]</span><span class="token punctuation">.</span>head<span class="token punctuation">(</span><span class="token punctuation">)</span><span class="token punctuation">)</span></code></pre>
<button class="code-copy " data-clipboard-target="#code-61" style="position: absolute; top: 7.5px; right: 6px; padding-top: 3px; cursor: pointer; outline: none; opacity: 0.8;" title="Copy">
<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>
</button>
</div>
<h3>Question Generation</h3>
<p>This function takes a list of user queries and generates the next candidate questions.</p>
<div style="position: relative">
<pre class="language-python"><code id="code-67" class="language-python">question_generator <span class="token operator">=</span> LocalQuestionGen<span class="token punctuation">(</span>
<pre class="language-python"><code id="code-68" class="language-python">question_generator <span class="token operator">=</span> LocalQuestionGen<span class="token punctuation">(</span>
llm<span class="token operator">=</span>llm<span class="token punctuation">,</span>
context_builder<span class="token operator">=</span>context_builder<span class="token punctuation">,</span>
token_encoder<span class="token operator">=</span>token_encoder<span class="token punctuation">,</span>
@ -583,13 +592,13 @@ result <span class="token operator">=</span> <span class="token keyword">await</
context_builder_params<span class="token operator">=</span>local_context_params<span class="token punctuation">,</span>
<span class="token punctuation">)</span></code></pre>
<button class="code-copy " data-clipboard-target="#code-67" style="position: absolute; top: 7.5px; right: 6px; padding-top: 3px; cursor: pointer; outline: none; opacity: 0.8;" title="Copy">
<button class="code-copy " data-clipboard-target="#code-68" style="position: absolute; top: 7.5px; right: 6px; padding-top: 3px; cursor: pointer; outline: none; opacity: 0.8;" title="Copy">
<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>
</button>
</div>
<div style="position: relative">
<pre class="language-python"><code id="code-68" class="language-python">question_history <span class="token operator">=</span> <span class="token punctuation">[</span>
<pre class="language-python"><code id="code-69" class="language-python">question_history <span class="token operator">=</span> <span class="token punctuation">[</span>
<span class="token string">"Tell me about Agent Mercer"</span><span class="token punctuation">,</span>
<span class="token string">"What happens in Dulce military base?"</span><span class="token punctuation">,</span>
<span class="token punctuation">]</span>
@ -598,7 +607,7 @@ candidate_questions <span class="token operator">=</span> <span class="token key
<span class="token punctuation">)</span>
<span class="token keyword">print</span><span class="token punctuation">(</span>candidate_questions<span class="token punctuation">.</span>response<span class="token punctuation">)</span></code></pre>
<button class="code-copy " data-clipboard-target="#code-68" style="position: absolute; top: 7.5px; right: 6px; padding-top: 3px; cursor: pointer; outline: none; opacity: 0.8;" title="Copy">
<button class="code-copy " data-clipboard-target="#code-69" style="position: absolute; top: 7.5px; right: 6px; padding-top: 3px; cursor: pointer; outline: none; opacity: 0.8;" title="Copy">
<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>
</button>
</div>