A unified platform for open data discovery, AI-powered research, and volunteer-driven data collection.
Think of it as GitHub for survey data where organizations publish, volunteers contribute, and AI agents analyze.
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Today, survey and research data is scattered across dozens of platforms, difficult to navigate, and nearly impossible to turn into actionable insight. Poneglyph solves this by bringing 50+ open data sources into a single, searchable platform and layering AI research agents on top so users can ask questions, analyze datasets, and extract meaningful insights without manual effort.
- Unified Data Library — Search, explore, and understand datasets from 50+ external sources in one place, with semantic vector search powered by pgvector HNSW indexes.
- AI Research Agents — Chat with your data. Ask natural-language questions and get synthesized answers backed by multi-source analysis using Google Gemini, Groq, and Tavily.
- Volunteer Collaboration — Organizations can post fieldwork opportunities, accept volunteer applications, and manage data collection campaigns, all on-platform.
- Dual Collection Modes — Hire real volunteers for on-the-ground work, or run fully automated survey campaigns using AI agent swarms.
- Incentive System — A digital currency framework rewards contributors for their work, redeemable for platform benefits.
- SEO-Optimized Discoverability — Datasets are structured for organic search, driving a freemium + lead generation model (free exploration, login-gated downloads).
Poneglyph is a Turborepo monorepo with a polyglot architecture. TypeScript for the web and API layer, Rust for high-performance data workers.
| Layer | Technology |
|---|---|
| Frontend | Next.js 16, React 19, TailwindCSS v4, shadcn/ui, D3.js, Recharts, GSAP |
| API | Hono, Bun runtime, Vercel AI SDK (v6) |
| AI/ML | Google Gemini, Groq, Tavily, pgvector (768-dim HNSW) |
| Auth | Better Auth, Resend (email) |
| Database | PostgreSQL, Drizzle ORM |
| Workers | Rust (Tokio, SQLx, Lapin) |
| Message Queue | Google Pub/Sub |
| Storage | Cloudflare R2 |
| Infra | Terraform, Google Cloud Run |
| Tooling | Turborepo, TypeScript, Zod, oxfmt, oxlint |
This project is licensed under the MIT License. For questions or feedback, reach out at rupam.golui@proton.me.