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+ ---
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+ task_categories:
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+ - retrieval-augmented-generation
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+ language:
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+ - en
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+ tags:
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+ - legal
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+ - india
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+ - bns
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+ - fir
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+ pretty_name: Bharatiya Nyaya Sanhita (BNS) Definitions Dataset
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+ size_categories:
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+ - 1K<n<10K
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+ ---
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+
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+ # Dataset Card for BNS Definitions Dataset
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+
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+ BHARATIYA NYAYA SANHITA (BNS) DEFINITIONS DATASET
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+
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+ ## Dataset Details
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+
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+ ### Dataset Description
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+
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+ THIS IS A CLEANED AND CURATED DATASET OF DEFINITIONS UNDER THE **BHARATIYA NYAYA SANHITA, 2023 (BNS)**
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+ BUILT FOR USE IN LEGAL RAG (RETRIEVAL AUGMENTED GENERATION) SYSTEMS.
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+
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+ THE DATASET INCLUDES OFFICIAL SECTION TITLES AND THEIR DETAILED LEGAL DEFINITIONS
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+ TO HELP YOUR MODELS UNDERSTAND THE NUANCES OF INDIAN PENAL LAW BETTER ⚖️📜
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+
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+ - **Curated by:** [Navaneeth. K]
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+
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+ ### Dataset Sources
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+
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+ https://www.indiacode.nic.in/
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+ https://huggingface.co/datasets
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+ https://www.chatgpt.com
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+ https://claude.ai/
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+
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+ ## Uses
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+
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+ This dataset is designed to **enhance legal retrieval systems**, especially for tasks involving:
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+
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+ - FIR generation
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+ - Legal document classification
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+ - Intelligent legal assistants
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+ - Chatbots that answer Indian criminal law queries
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+
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+ ### Direct Use
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+
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+ I'm using this dataset to boost a legal RAG pipeline (AFIRGen) that **retrieves accurate section references and definitions**
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+ from BNS and explains them in simple terms to users or systems generating legal outputs.
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+
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+ ## Dataset Structure
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+
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+ The dataset follows a simple JSONL format like:
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+
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+ ```json
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+ {"section": "106", "title": "Abetment of offence", "definition": "A person abets an offence when..."}