docs: Add an example of kgrag - knowledge graph-enhanced RAG#290

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ydzhu98 wants to merge 42 commits intogenerative-computing:mainfrom

ydzhu98:yzhu/kgrag_mellea

Commits on Dec 10, 2025

feat: add an example of KGRag
yzhu
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Commits on Dec 27, 2025

add the run_kg_preprocess and run_kg_embed
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Add run_kg_update
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Added the read.me file
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update the todo.md to reflect the progress
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Commits on Dec 28, 2025

update data description
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remove two temp files
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Convert constant.py to .env
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Merge pull request #1 from yzhu/yzhu/kgrag

YADA ZHU
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adapt the knowledge graph to the theme of mellea
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Add some temp files that are useful for next steps but will be eventually cleaned
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refactor preprocessor
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convert embedding
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refactor the kg_updator
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convert the run_qa
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Some change tracking files
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clean the codebase
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add demo dataset
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Commits on Dec 29, 2025

update the run.sh
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add the run_eval.py and update the run.sh
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Merge pull request #2 from yzhu/yzhu/kgrag_clean

YADA ZHU
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A little cleaning
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create the run_qa_mellea.py
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add run_kg_update_mellea
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Fix a kg_updater error
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add the embedding_mellea and preprocess_mellea files
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add the eval_mellea
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shrink the dataset size
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Commits on Dec 31, 2025

fix some bugs so that the code can run
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Commits on Jan 3, 2026

update preprocess, embedding, updater to align better with the original versions.
yzhu
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Commits on Jan 4, 2026

Merge pull request #3 from yzhu/yzhu/kgrag_merge

YADA ZHU
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align the mellea version to the original prompt and replace the original run_* files
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Clean the residule files
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Merge pull request #4 from yzhu/yzhu/side_by_side_cmp

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Commits on Jan 6, 2026

Fix some bugs after cleaning the code.
yzhu
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remove one additional file
yzhu
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