{
 "schema_version": 1,
 "generated": "2026-10-20",
 "repo": "salikhussain71-code/PAKGOV-RAG-project",
 "name": "PAKGOV-RAG-project",
 "owner": "salikhussain71-code",
 "slug": "salikhussain71-code-pakgov-rag-project",
 "github": "https://github.com/salikhussain71-code/PAKGOV-RAG-project",
 "what": "A research project that answers questions about the Constitution of Pakistan in English, Urdu, or both, using hybrid retrieval and citation-grounded answers, with a published retrieval evaluation.",
 "why": "",
 "language": "Python",
 "requirements": [
  "Python installed (the README lists Python 3.14)",
  "Ability to clone the GitHub repository and run commands in a terminal",
  "Internet access for the first download of the sentence-transformers embedding model (inferred from the model being loaded by name)",
  "Constitution of Pakistan PDFs or the committed data files for the demo and evaluation"
 ],
 "audience_note": "Written for Python developers and NLP researchers who want to query Pakistani legal text or reproduce a low-resource retrieval benchmark.",
 "risk": "none",
 "section": "earlier",
 "weekly_rank": null,
 "category": "Research",
 "url": "https://dedupedai.com/use-cases/salikhussain71-code-pakgov-rag-project/",
 "use_case_count": 3,
 "use_cases": [
  {
   "id": "salikhussain71-code-pakgov-rag-project--ask-constitution-questions-with-citations",
   "title": "Ask Constitution questions and get cited answers",
   "best": true,
   "url": "https://dedupedai.com/use-cases/salikhussain71-code-pakgov-rag-project/ask-constitution-questions-with-citations/",
   "json": "https://dedupedai.com/use-cases/u/salikhussain71-code-pakgov-rag-project/ask-constitution-questions-with-citations.json"
  },
  {
   "id": "salikhussain71-code-pakgov-rag-project--reproduce-retrieval-benchmark-results",
   "title": "Check the retrieval benchmark numbers yourself",
   "best": false,
   "url": "https://dedupedai.com/use-cases/salikhussain71-code-pakgov-rag-project/reproduce-retrieval-benchmark-results/",
   "json": "https://dedupedai.com/use-cases/u/salikhussain71-code-pakgov-rag-project/reproduce-retrieval-benchmark-results.json"
  },
  {
   "id": "salikhussain71-code-pakgov-rag-project--index-senate-rules-for-search",
   "title": "Build a search index for Senate rules and acts",
   "best": false,
   "url": "https://dedupedai.com/use-cases/salikhussain71-code-pakgov-rag-project/index-senate-rules-for-search/",
   "json": "https://dedupedai.com/use-cases/u/salikhussain71-code-pakgov-rag-project/index-senate-rules-for-search.json"
  }
 ],
 "disclaimer": "Third-party repos we don't own or vouch for. AI-generated use cases can be wrong: review everything and run at your own risk."
}