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</h4>
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> [!NOTE]
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> Using *The Wizard of Oz*, `fast-graphrag` costs $0.08 vs. `graphrag` $0.48 — **a 6x costs saving** that further improves with data size and number of insertions. Stay tuned for the official benchmarks, and join us as a contributor!
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> Using *The Wizard of Oz*, `fast-graphrag` costs $0.08 vs. `graphrag` $0.48 — **a 6x costs saving** that further improves with data size and number of insertions.
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## News (and Coming Soon)
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- [ ] Support for IDF weightening of entities
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- [ ] Support for generic entities and concepts
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- [x] [2024.12.02] Benchmarks comparing Fast GraphRAG to LightRAG, GraphRAG and VectorDBs released [here](https://github.com/circlemind-ai/fast-graphrag/blob/main/benchmarks/README.md)
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- [x] [2024.12.02] We finally have a news section :P
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## Features
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