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AlonsoGuevara
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Jan 28, 2025
ha2trinh
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AlonsoGuevara
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ha2trinh
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opensourcemukul
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Sep 13, 2025
* Add NLP extraction workflow * Add text unit community summarization * Add CLI flag for indexing method * Regenerate poetry.lock * Fix claims loading * Merge fixes * Add workflow overrides to config * Semver * Add graph pruning config * Remove degree re-compute from pruning * Switch to percentile for edge weight pruning * Add NLP extraction config * Add new NLP extractor options * Add FGR workflows to util method * Use a generator factory for workflows * Update pruning defaults --------- Co-authored-by: Alonso Guevara <alonsog@microsoft.com>
Brandsma
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Nov 6, 2025
* Add NLP extraction workflow * Add text unit community summarization * Add CLI flag for indexing method * Regenerate poetry.lock * Fix claims loading * Merge fixes * Add workflow overrides to config * Semver * Add graph pruning config * Remove degree re-compute from pruning * Switch to percentile for edge weight pruning * Add NLP extraction config * Add new NLP extractor options * Add FGR workflows to util method * Use a generator factory for workflows * Update pruning defaults --------- Co-authored-by: Alonso Guevara <alonsog@microsoft.com>
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Adds an NLP-based option for graph extraction. This is intended to replace the unmaintaned "nltk" strategy within the existing extraction. Adds a new CLI param "method" to specify this technique.
This particular implementation is a work-in-progress hybrid based on some early NLP-based approaches we called "FastGraphRAG". It has elements of LazyGraphRAG on the indexing side to save costs.