KRLabsOrg

KRLabsOrg/verbatim-rag

Hallucination-prevention RAG system with verbatim span extraction. Ensures all generated content is grounded in source documents with exact citations.

195 stars 24 forks 195 watchers Python MIT License
citation hallucination-prevention llm modernbert nlp openai python rag retrieval-augmented-generation span-extraction
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5 Open Issues Need Help Last updated: Jul 2, 2026

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Add a versioned micro word-level span scorer to verbatim-core 4 days ago
enhancement help wanted correctness
KRLabsOrg/verbatim-rag
195

Hallucination-prevention RAG system with verbatim span extraction. Ensures all generated content is grounded in source documents with exact citations.

Python
#citation#hallucination-prevention#llm#modernbert#nlp#openai#python#rag#retrieval-augmented-generation#span-extraction
Design a LangChain post-retrieval adapter for verbatim evidence 15 days ago
enhancement help wanted design
KRLabsOrg/verbatim-rag
195

Hallucination-prevention RAG system with verbatim span extraction. Ensures all generated content is grounded in source documents with exact citations.

Python
#citation#hallucination-prevention#llm#modernbert#nlp#openai#python#rag#retrieval-augmented-generation#span-extraction
Reproducible span evaluation harness for custom corpora 15 days ago
enhancement help wanted correctness
KRLabsOrg/verbatim-rag
195

Hallucination-prevention RAG system with verbatim span extraction. Ensures all generated content is grounded in source documents with exact citations.

Python
#citation#hallucination-prevention#llm#modernbert#nlp#openai#python#rag#retrieval-augmented-generation#span-extraction
Docker Compose for self-hosted deployment about 1 month ago
enhancement good first issue
KRLabsOrg/verbatim-rag
195

Hallucination-prevention RAG system with verbatim span extraction. Ensures all generated content is grounded in source documents with exact citations.

Python
#citation#hallucination-prevention#llm#modernbert#nlp#openai#python#rag#retrieval-augmented-generation#span-extraction
Static template: transparent 'unordered verbatim snippets' framing for machine consumption about 1 month ago
enhancement good first issue
KRLabsOrg/verbatim-rag
195

Hallucination-prevention RAG system with verbatim span extraction. Ensures all generated content is grounded in source documents with exact citations.

Python
#citation#hallucination-prevention#llm#modernbert#nlp#openai#python#rag#retrieval-augmented-generation#span-extraction