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<h1>Microsoft Research Blog</h1>
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<p><a href="https://www.microsoft.com/en-us/research/blog/graphrag-unlocking-llm-discovery-on-narrative-private-data/"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13.22 19.03a.75.75 0 0 1 0-1.06L18.19 13H3.75a.75.75 0 0 1 0-1.5h14.44l-4.97-4.97a.749.749 0 0 1 .326-1.275.75.75 0 0 1 .734.215l6.25 6.25a.75.75 0 0 1 0 1.06l-6.25 6.25a.75.75 0 0 1-1.06 0"/></svg></span> <strong>GraphRAG: Unlocking LLM discovery on narrative private data</strong></a></p>
<hr />
<p><h6>Published February 13, 2024</p>
<p>By <a href="https://www.microsoft.com/en-us/research/people/jolarso/">Jonathan Larson</a>, Senior Principal Data Architect; <a href="https://www.microsoft.com/en-us/research/people/steventruitt/">Steven Truitt</a>, Principal Program Manager</h6></p>
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<p><a href="https://www.microsoft.com/en-us/research/blog/graphrag-new-tool-for-complex-data-discovery-now-on-github/"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13.22 19.03a.75.75 0 0 1 0-1.06L18.19 13H3.75a.75.75 0 0 1 0-1.5h14.44l-4.97-4.97a.749.749 0 0 1 .326-1.275.75.75 0 0 1 .734.215l6.25 6.25a.75.75 0 0 1 0 1.06l-6.25 6.25a.75.75 0 0 1-1.06 0"/></svg></span> <strong>GraphRAG: New tool for complex data discovery now on GitHub</strong></a></p>
<hr />
<p><h6>Published July 2, 2024</p>
<p>By <a href="https://www.microsoft.com/en-us/research/people/daedge/">Darren Edge</a>, Senior Director; <a href="https://www.microsoft.com/en-us/research/people/trinhha/">Ha Trinh</a>, Senior Data Scientist; <a href="https://www.microsoft.com/en-us/research/people/steventruitt/">Steven Truitt</a>, Principal Program Manager; <a href="https://www.microsoft.com/en-us/research/people/jolarso/">Jonathan Larson</a>, Senior Principal Data Architect</h6></p>
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<p><a href="https://www.microsoft.com/en-us/research/blog/graphrag-auto-tuning-provides-rapid-adaptation-to-new-domains/"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13.22 19.03a.75.75 0 0 1 0-1.06L18.19 13H3.75a.75.75 0 0 1 0-1.5h14.44l-4.97-4.97a.749.749 0 0 1 .326-1.275.75.75 0 0 1 .734.215l6.25 6.25a.75.75 0 0 1 0 1.06l-6.25 6.25a.75.75 0 0 1-1.06 0"/></svg></span> <strong>GraphRAG auto-tuning provides rapid adaptation to new domains</strong></a></p>
<hr />
<p><h6>Published September 9, 2024</p>
<p>By <a href="https://www.microsoft.com/en-us/research/people/alonsog/">Alonso Guevara Fernández</a>, Sr. Software Engineer; Katy Smith, Data Scientist II; <a href="https://www.microsoft.com/en-us/research/people/joshbradley/">Joshua Bradley</a>, Senior Data Scientist; <a href="https://www.microsoft.com/en-us/research/people/daedge/">Darren Edge</a>, Senior Director; <a href="https://www.microsoft.com/en-us/research/people/trinhha/">Ha Trinh</a>, Senior Data Scientist; <a href="https://www.microsoft.com/en-us/research/people/smithsarah/">Sarah Smith</a>, Senior Program Manager; <a href="https://www.microsoft.com/en-us/research/people/bcutler/">Ben Cutler</a>, Senior Director; <a href="https://www.microsoft.com/en-us/research/people/steventruitt/">Steven Truitt</a>, Principal Program Manager; <a href="https://www.microsoft.com/en-us/research/people/jolarso/">Jonathan Larson</a>, Senior Principal Data Architect</h6></p>
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<p><a href="https://www.microsoft.com/en-us/research/blog/introducing-drift-search-combining-global-and-local-search-methods-to-improve-quality-and-efficiency/"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13.22 19.03a.75.75 0 0 1 0-1.06L18.19 13H3.75a.75.75 0 0 1 0-1.5h14.44l-4.97-4.97a.749.749 0 0 1 .326-1.275.75.75 0 0 1 .734.215l6.25 6.25a.75.75 0 0 1 0 1.06l-6.25 6.25a.75.75 0 0 1-1.06 0"/></svg></span> <strong>Introducing DRIFT Search: Combining global and local search methods to improve quality and efficiency</strong></a></p>
<hr />
<p><h6>Published October 31, 2024</p>
<p>By Julian Whiting, Senior Machine Learning Engineer; Zachary Hills , Senior Software Engineer; <a href="https://www.microsoft.com/en-us/research/people/alonsog/">Alonso Guevara Fernández</a>, Sr. Software Engineer; <a href="https://www.microsoft.com/en-us/research/people/trinhha/">Ha Trinh</a>, Senior Data Scientist; Adam Bradley , Managing Partner, Strategic Research; <a href="https://www.microsoft.com/en-us/research/people/jolarso/">Jonathan Larson</a>, Senior Principal Data Architect</h6></p>
</li>
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<p><a href="https://www.microsoft.com/en-us/research/blog/graphrag-improving-global-search-via-dynamic-community-selection/"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13.22 19.03a.75.75 0 0 1 0-1.06L18.19 13H3.75a.75.75 0 0 1 0-1.5h14.44l-4.97-4.97a.749.749 0 0 1 .326-1.275.75.75 0 0 1 .734.215l6.25 6.25a.75.75 0 0 1 0 1.06l-6.25 6.25a.75.75 0 0 1-1.06 0"/></svg></span> <strong>GraphRAG: Improving global search via dynamic community selection</strong></a></p>
<hr />
<p><h6>Published November 15, 2024</p>
<p>By Bryan Li, Research Intern; <a href="https://www.microsoft.com/en-us/research/people/trinhha/">Ha Trinh</a>, Senior Data Scientist; <a href="https://www.microsoft.com/en-us/research/people/daedge/">Darren Edge</a>, Senior Director; <a href="https://www.microsoft.com/en-us/research/people/jolarso/">Jonathan Larson</a>, Senior Principal Data Architect</h6></p>
</li>
<li>
<p><a href="https://www.microsoft.com/en-us/research/blog/lazygraphrag-setting-a-new-standard-for-quality-and-cost/"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13.22 19.03a.75.75 0 0 1 0-1.06L18.19 13H3.75a.75.75 0 0 1 0-1.5h14.44l-4.97-4.97a.749.749 0 0 1 .326-1.275.75.75 0 0 1 .734.215l6.25 6.25a.75.75 0 0 1 0 1.06l-6.25 6.25a.75.75 0 0 1-1.06 0"/></svg></span> <strong>LazyGraphRAG: Setting a new standard for quality and cost</strong></a></p>
<hr />
<p><h6>Published November 25, 2024</p>
<p>By <a href="https://www.microsoft.com/en-us/research/people/daedge/">Darren Edge</a>, Senior Director; <a href="https://www.microsoft.com/en-us/research/people/trinhha/">Ha Trinh</a>, Senior Data Scientist; <a href="https://www.microsoft.com/en-us/research/people/jolarso/">Jonathan Larson</a>, Senior Principal Data Architect</h6></p>
</li>
<li>
<p><a href="https://www.microsoft.com/en-us/research/blog/moving-to-graphrag-1-0-streamlining-ergonomics-for-developers-and-users"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13.22 19.03a.75.75 0 0 1 0-1.06L18.19 13H3.75a.75.75 0 0 1 0-1.5h14.44l-4.97-4.97a.749.749 0 0 1 .326-1.275.75.75 0 0 1 .734.215l6.25 6.25a.75.75 0 0 1 0 1.06l-6.25 6.25a.75.75 0 0 1-1.06 0"/></svg></span> <strong>Moving to GraphRAG 1.0 – Streamlining ergonomics for developers and users</strong></a></p>
<hr />
<p><h6>Published December 16, 2024</p>
<p>By <a href="https://www.microsoft.com/en-us/research/people/naevans/">Nathan Evans</a>, Principal Software Architect; <a href="https://www.microsoft.com/en-us/research/people/alonsog/">Alonso Guevara Fernández</a>, Senior Software Engineer; <a href="https://www.microsoft.com/en-us/research/people/joshbradley/">Joshua Bradley</a>, Senior Data Scientist</h6></p>
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