{
 "schema_version": 1,
 "generated": "2026-10-20",
 "id": "csr1010-wappy-kit--answer-questions-from-private-notes-over-whatsapp",
 "repo": "csr1010/wappy-kit",
 "repo_url": "https://github.com/csr1010/wappy-kit",
 "repo_slug": "csr1010-wappy-kit",
 "title": "Answer questions from your own notes over WhatsApp",
 "page_title": "How to answer questions from your own notes over WhatsApp with Wappy Kit",
 "summary": "Ingest your notes into a local knowledge base and ask about them from WhatsApp, fully offline.",
 "who": "A researcher or student who keeps notes and documents and wants grounded answers without uploading them anywhere.",
 "problem": "Searching personal notes is slow, and general chat models guess when they lack your material.",
 "outcome": "A WhatsApp agent that answers from the documents you ingested and stays on your machine.",
 "steps": [
  "Run `npm create @wappy_ai/agent` and pick Local (SQLite/LibSQL) as the knowledge backend.",
  "Run `cp .env.sample .env` and add your model key and WhatsApp credentials.",
  "Run `npm install`.",
  "Ingest your notes or documents through the Knowledge layer in the generated project, since the README does not name the ingestion command. (inferred, check the README)",
  "Run `npm run dev` and ask a question about one of your documents from WhatsApp."
 ],
 "agent_prompt": "In the csr1010/wappy-kit repo, scaffold a project with `npm create @wappy_ai/agent` into ./<project-dir> and choose the local knowledge backend. Expected output: a generated project with a Knowledge/RAG layer backed by SQLite/LibSQL. Verify that the knowledge backend setting in the generated config is local and that no external service URL is required.",
 "agents": [
  "any"
 ],
 "difficulty": "Intermediate",
 "time": "45 minutes",
 "basis": "readme",
 "caveat": "The local backend uses BM25 keyword matching, so it does not extract entities or relationships the way the Cognee option does.",
 "category": "Personal productivity",
 "tags": [
  "Personal productivity"
 ],
 "lang": "typescript",
 "requirements": [
  "Node.js 22 or newer",
  "A WhatsApp Cloud API app from Meta's developer portal with a phone number, access token, and app secret",
  "A model API key from OpenAI, Anthropic, or Gemini, or a local Ollama install",
  "A Google account, only if you use the Gmail/Calendar assistant"
 ],
 "risk": "sensitive",
 "seen_in_the_wild": false,
 "mentioned_publicly": false,
 "risks": [],
 "best": false,
 "score": 0.8,
 "evidence": [],
 "url": "https://dedupedai.com/use-cases/csr1010-wappy-kit/answer-questions-from-private-notes-over-whatsapp/",
 "md": "https://dedupedai.com/use-cases/csr1010-wappy-kit/answer-questions-from-private-notes-over-whatsapp/index.md",
 "disclaimer": "Deduped lists open-source repositories that belong to other people. We do not own, maintain, audit, or vouch for any of them, and a repo appearing here is not an endorsement or a safety check. The use cases, steps, and prompts are written by AI and may be incomplete, outdated, or just wrong. Where a use case is marked \"Seen in the wild\", we link to public posts where someone described something similar, but we have not verified those posts and the use case itself is still our AI's own write-up. Use all of this at your own risk. Only run code, commands, or agents on systems and accounts you are authorized to use, and read the code and every command before you run it, especially anything that touches credentials, files, or the network. Nothing here is professional, security, legal, or financial advice. All trademarks and project names belong to their respective owners, and their use here does not imply affiliation. Content is provided as is, without warranties of any kind. Found a mistake, a safety problem, or something you want removed? Email hello@dedupedai.com and we will look at it promptly.",
 "api": "https://dedupedai.com/api/v1/usecases/csr1010-wappy-kit--answer-questions-from-private-notes-over-whatsapp.json",
 "api_version": "v1"
}