{
 "schema_version": 1,
 "generated": "2026-10-20",
 "repo": "VectifyAI/jev-doc-search",
 "name": "jev-doc-search",
 "owner": "VectifyAI",
 "slug": "vectifyai-jev-doc-search",
 "github": "https://github.com/VectifyAI/jev-doc-search",
 "what": "A Python project that finds the page answering a question in a long PDF by searching a PageIndex tree with Jev's Choice and Noul primitives, without a vector database.",
 "why": "",
 "language": "Python",
 "requirements": [
  "Python with pip available",
  "A TypeSafe API key from the TypeSafe console",
  "A PageIndex API key from the PageIndex dashboard",
  "The PDF you want to search"
 ],
 "audience_note": "Developers and analysts who need to locate specific answers in long PDF reports, such as annual reports or handbooks, and who can run Python scripts with two API keys.",
 "risk": "sensitive",
 "section": "earlier",
 "weekly_rank": null,
 "category": "Research",
 "url": "https://dedupedai.com/use-cases/vectifyai-jev-doc-search/",
 "use_case_count": 3,
 "use_cases": [
  {
   "id": "vectifyai-jev-doc-search--find-answer-page-in-long-report",
   "title": "Find the page that answers a question in a long PDF",
   "best": true,
   "url": "https://dedupedai.com/use-cases/vectifyai-jev-doc-search/find-answer-page-in-long-report/",
   "json": "https://dedupedai.com/use-cases/u/vectifyai-jev-doc-search/find-answer-page-in-long-report.json"
  },
  {
   "id": "vectifyai-jev-doc-search--locate-policy-page-in-short-pdf",
   "title": "Locate the handbook page that answers an HR question",
   "best": false,
   "url": "https://dedupedai.com/use-cases/vectifyai-jev-doc-search/locate-policy-page-in-short-pdf/",
   "json": "https://dedupedai.com/use-cases/u/vectifyai-jev-doc-search/locate-policy-page-in-short-pdf.json"
  },
  {
   "id": "vectifyai-jev-doc-search--reuse-indexed-report-for-many-questions",
   "title": "Ask many questions of one indexed annual report",
   "best": false,
   "url": "https://dedupedai.com/use-cases/vectifyai-jev-doc-search/reuse-indexed-report-for-many-questions/",
   "json": "https://dedupedai.com/use-cases/u/vectifyai-jev-doc-search/reuse-indexed-report-for-many-questions.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."
}