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udold/czech-legal-rag-knowledgebase

Czech Legal RAG Knowledgebase Chunked Czech legal text corpus for Retrieval-Augmented Generation (RAG). Contents 7,002 text chunks from 500 Czech laws (roslein/Czech_legal_code) Chunk size: 256 words with 64-word overlap Embedding model: paraphrase-multilingual-MiniLM-L12-v2 (384-dim) Index: FAISS IndexFlatIP Format Intended Use Grounding Czech legal advisor LLMs with retrieved statute text to reduce hallucination.… See the full description on the dataset page: https://huggingface.co/datasets/udold/czech-legal-rag-knowledgebase.

sourceHugging Facecc-by-nc-4.0updated 5mo agoView on Hugging Face
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Dataset Card

Czech Legal RAG Knowledgebase

Chunked Czech legal text corpus for Retrieval-Augmented Generation (RAG).

Contents

  • —7,002 text chunks from 500 Czech laws (roslein/Czechlegalcode)
  • —Chunk size: 256 words with 64-word overlap
  • —Embedding model: paraphrase-multilingual-MiniLM-L12-v2 (384-dim)
  • —Index: FAISS IndexFlatIP

Format

Intended Use

Grounding Czech legal advisor LLMs with retrieved statute text to reduce hallucination.

Retrieval

Citation

<!-- ml-intern-provenance -->

Generated by ML Intern

This dataset repository was generated by ML Intern, an agent for machine learning research and development on the Hugging Face Hub.

  • —Try ML Intern: https://smolagents-ml-intern.hf.space
  • —Source code: https://github.com/huggingface/ml-intern

Usage

python
from datasets import load_dataset

dataset = load_dataset('udold/czech-legal-rag-knowledgebase')