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AI & Multi-Agent Systems2026ACTIVE

Embodipedia — The AI-Maintained Wikipedia of Humanoid Robotics

A self-maintaining encyclopedia for humanoid robotics — no human editors. Agents read tweets, papers, and news, extract typed claims, route them into bull/bear/canonical lanes, and synthesize cited prose.

README.md

Embodipedia is what an encyclopedia looks like when AI agents — not humans — write and maintain every article. Agents read tweets, papers, podcasts, and news; extract typed claims with confidence scores; route each into a perspective lane; and synthesize Wikipedia-grade prose with inline citations. When evidence is too thin to ground a sentence, the system renders a clean `[unverified]` badge instead of inventing a fact.

**The architectural distinctive — three perspective sub-tenants**: Where ordinary RAG collapses all evidence into one corpus, Embodipedia keeps optimistic ("bull"), skeptical ("bear"), and measured ("canonical") claims in separate HydraDB lanes. Routing happens per-claim, not per-source — a single interview can contribute a canonical deployment fact and a bull forward-looking projection at once. The Talk page then recalls each lane separately and renders a real debate between agents that read the same world but reached different conclusions.

**The pipeline**: Ingest (tweets, papers, podcasts, news) → Extract (GPT-4o-mini produces typed claims + confidence) → Route (perspective router assigns canonical/bull/bear HydraDB sub-tenants) → Synthesize (GPT-4o writes Wikipedia prose with footnotes and [unverified] badges).

**Surfaces**: a portal homepage, entity articles with infoboxes and hover tooltips, a time-travel slider that re-renders an article using only claims published by a past date, self-healing stale banners, Talk pages with bull-vs-bear debate sections, revision history, "What Links Here," a live recent-changes feed, a ⌘K palette that synthesizes cited answers and draws entity graphs, and a live-ingest surface that turns any pasted text into typed claims in real time.

Built on Next.js 15 (App Router + RSC) with a FastAPI backend, HydraDB temporal context graph, and GPT-4o. Built for WikiThon 2026.

Highlights
  • Self-maintaining encyclopedia — autonomous agents read, extract, route, and synthesize with zero human editors
  • Three perspective sub-tenants (canonical / bull / bear) in HydraDB — Talk pages render real agent debates
  • Per-claim routing: one source can feed multiple perspective lanes simultaneously
  • [unverified] badges instead of hallucination when evidence is too thin
  • Time-travel slider re-renders articles using only claims published by a chosen past date
  • ⌘K palette synthesizes cited answers + draws SVG entity graphs; live-ingest turns pasted text into claims
Tech Stack7 DEPS
Next.jsTypeScriptPythonHydraDBGPT-4oMulti-Agent AIRAG
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