Image of an entity network with color-coded communities

Project GraphRAG

LLM-Derived Knowledge Graphs

新闻与深度文章

two icons on a green gradient background
微软研究院博客

| Dasha Metropolitansky

VeriTrail, new from Microsoft Research, …

Gradient background transitioning from blue to pink with two white icons. The left icon depicts a network or molecule structure with interconnected nodes, and the right icon shows a laptop.
微软研究院博客

| Dasha Metropolitansky

Claimify, created by Microsoft Research,…

LazyGraphRAG blog hero
微软研究院博客

| Darren Edge, Ha Trinh, 和 Jonathan Larson

Introducing a new approach to graph-enab…

The image features three white icons on a gradient background transitioning from blue on the left to green on the right. The first icon, located on the left, depicts a hierarchical structure resembling a workflow with connected squares. The middle icon represents GraphRAG (interconnected nodes and lines). The third icon, on the right, shows a globe with a magnifying glass overlaying it, symbolizing global search.
微软研究院博客

| Bryan Li, Ha Trinh, Darren Edge, 和 Jonathan Larson

Retrieval-augmented generation (RAG) hel…

Three icons that represent (left to right) search, GraphRAG, and the globe.
微软研究院博客

| Julian Whiting, Zachary Hills, Alonso Guevara Fernández, Ha Trinh, Adam Bradley, 和 Jonathan Larson

GraphRAG leverages semantic structuring …

GraphRAG image on blue to green gradient
微软研究院博客

| Alonso Guevara Fernández, Katy Smith, Joshua Bradley, Darren Edge, Ha Trinh, Sarah Smith, Ben Cutler, Steven Truitt, 和 Jonathan Larson

GraphRAG uses LLM-generated knowledge gr…

新闻报道 | Fierce Network

Grounding AI models is like giving them …

新闻报道 | The Stack

Redmond opens up to discuss its new tool…

white icons on a blue and green gradient background
微软研究院博客

| Darren Edge, Ha Trinh, 和 Dayenne Souza

Intelligence Toolkit was built to help f…