Live Knowledge Layer

The Knowledge Root
powering BundleAI

Verified, structured knowledge across 10 domains — encyclopedia, medical, fitness, vehicle recalls, developer docs, and more — served instantly to BundleAI's AI assistant.

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10
Knowledge Domains
8
Verified Sources
<200ms
Avg. Response (cached)
Live
Gateway Status
Knowledge Domains

What BundleAI knows

Every domain maps to trusted, authoritative sources. No hallucinations — real data, properly cited.

📖
General Knowledge
Wikipedia · Wikidata
🔬
Structured Facts
Wikidata
🏥
Health & Medical
MedlinePlus · NLM
💊
Drug & FDA Data
OpenFDA
💪
Fitness & Exercise
wger.de
🚗
Vehicle & Recalls
NHTSA
💻
Developer Docs
MDN · Wikipedia
⚙️
Engineering
Wikipedia
🏗️
Building & Architecture
Wikipedia
🤖
BundleAI Docs
Internal
Architecture

How it works

A lightweight, cached knowledge pipeline between public APIs and BundleAI's AI.

1

User asks BundleAI

A user message triggers the knowledge_gateway tool on bundleai.cloud when stable reference facts are needed.

2

Domain detection

The query is classified — health, vehicle, developer, fitness, general — to route to the right sources.

3

Verified sources

Wikipedia, Wikidata, MedlinePlus, OpenFDA, NHTSA, wger — all cached in MySQL for speed.

4

Ranked & safe results

Results are scored by relevance and trust, safety-filtered, and returned to the AI in milliseconds.

API

Knowledge Query Endpoint

Used internally by bundleai.cloud. Authentication required via X-Gateway-Secret header.

POST https://bundleai.best/api/knowledge/query
{ "query": "what is hypertension", "domain": "health", // optional — auto-detected "mode": "auto", // auto | strict "limit": 3 // max results } // Response { "ok": true, "domain": "health", "normalizedQuery": "hypertension", "cached": false, "latencyMs": 143, "results": [{ "providerId": "medlineplus", "title": "High Blood Pressure", "summary": "Hypertension is a condition...", "sourceAttribution": { "name": "MedlinePlus", "url": "..." } }] }

Ready to experience it?

Chat with BundleAI — backed by real knowledge, not guesses.

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