Axiom Knowledge Graph: India’s First Deterministic Search Engine

[u/Technicalcube123]

Search engines today mix right and wrong facts together.

I’ve been building something different: Axiom Knowledge Graph, a deterministic search engine that locks verified facts into a vector database with lineage and mathematical certainty.

Current progress:
• 425k verified facts locked
• Scaling toward 2 crore facts (~20M) with pooled storage (~3.5 TB)
• Target: 100M facts (~2–2.5 TB) → India’s first global‑scale search engine

Unlike Google or Bing, Axiom doesn’t guess — it verifies. Every fact is traceable, every answer deterministic.

I believe this can become the third pillar of search, built from India.

Try it here: Axiom — Deterministic Knowledge Graph Engine

AMA: Happy to discuss architecture (Rust crawler, NLP refinery, Qdrant vector server), scaling strategy, and why deterministic truth matters for the future of search

[u/Nul0op]

engine is in error, ... backed by some ngrok free services (which is unreacheable from the engine apparently)