As the architecture diagram shows, this solution accelerator brings together vector search, semantic ranking, and GraphRAG. Here are some highlights, including the information retrieval pipeline: ...
😭 GraphRAG is good and powerful, but the official implementation is difficult/painful to read or hack. 😊 This project provides a smaller, faster, cleaner GraphRAG, while remaining the core ...
Editor’s note, Apr. 2, 2024 – Figure 1 was updated to clarify the origin of each source. Perhaps the greatest challenge – and opportunity – of LLMs is extending their powerful capabilities to solve ...
When we first launched GraphRAG, most config was done using environment variables, which could be daunting, given the many options available. We’ve reduced the friction on setup by adding an init ...
What if your AI could not only retrieve information but also uncover the hidden relationships that make your data truly meaningful? Traditional vector-based retrieval methods, while effective for ...
Microsoft announced an update to GraphRAG that improves AI search engines’ ability to provide specific and comprehensive answers while using less resources. This update speeds up LLM processing and ...
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