https://github.com/baranzinilab/kg_rag

Empower Large Language Models (LLM) using Knowledge Graph based Retrieval-Augmented Generation (KG-RAG) for knowledge intensive tasks
https://github.com/baranzinilab/kg_rag

Keywords

bert-models bioinformatics bioinformatics-algorithms biomedical-applications biomedical-informatics context-aware gpt gpt35turbo gpt4 knowledge-base knowledge-graph large-language-models llama llama2 llm prompt-engineering prompt-tuning rag retrieval-augmented-generation sentence-transformers

Keywords from Contributors

transforms vectors

Last synced: 11 months ago
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Acceptance Criteria

• Revelant topics? true
• External users? true
• Open source license? true
• Active? true
• Fork? false

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Repository metadata

Empower Large Language Models (LLM) using Knowledge Graph based Retrieval-Augmented Generation (KG-RAG) for knowledge intensive tasks

• Host: GitHub
• URL: https://github.com/baranzinilab/kg_rag
• Owner: BaranziniLab
• License: apache-2.0
• Created: 2023-11-11T03:22:52.000Z (over 1 year ago)
• Default Branch: main
• Last Pushed: 2024-05-16T18:08:52.000Z (12 months ago)
• Last Synced: 2024-05-16T19:31:01.300Z (12 months ago)
• Topics: bert-models, bioinformatics, bioinformatics-algorithms, biomedical-applications, biomedical-informatics, context-aware, gpt, gpt35turbo, gpt4, knowledge-base, knowledge-graph, large-language-models, llama, llama2, llm, prompt-engineering, prompt-tuning, rag, retrieval-augmented-generation, sentence-transformers
• Language: Jupyter Notebook
• Homepage:
• Size: 9.85 MB
• Stars: 368
• Watchers: 14
• Forks: 51
• Open Issues: 1
• Releases: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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Owner metadata

• Name: BaranziniLab
• Login: BaranziniLab
• Email:
• Kind: organization
• Description:
• Website:
• Location:
• Twitter:
• Company:
• Icon url: https://avatars.githubusercontent.com/u/84099967?v=4
• Repositories: 24
• Last ynced at: 2024-05-08T00:15:35.150Z
• Profile URL: https://github.com/BaranziniLab

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GitHub Events

Total

• Create event: 3
• Issues event: 23
• Release event: 3
• Watch event: 432
• Issue comment event: 53
• Member event: 1
• Push event: 156
• Pull request review event: 4
• Pull request event: 19
• Fork event: 62

Last Year

• Create event: 3
• Fork event: 62
• Issue comment event: 53
• Issues event: 23
• Member event: 1
• Pull request event: 19
• Pull request review event: 4
• Push event: 156
• Release event: 3
• Watch event: 432

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Committers metadata

Last synced: about 1 year ago

Name	Email	Commits
Karthik Soman	k****n@g****m	489
karthik-soman	4****n	56
Nada Amin	n****n@s****u	4
Jarlor Zhang	z****2@o****m	2
Karthik Soman	k****n@l****u	1
Ikko Eltociear Ashimine	e****r@g****m	1

Committer domains:

• leo.ucsf.edu: 1
• seas.harvard.edu: 1

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Issue and Pull Request metadata

Last synced: about 1 year ago

More stats: https://issues.ecosyste.ms/repositories/lookup?url=https://github.com/baranzinilab/kg_rag

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Dependencies

Score: 7.702556113268582