Search built for machines that think

⚡ The Problem

Right now, when an AI model needs current information, it has to:

• Search Google — get 10 links with tiny snippets
• Scrape each page individually — half will block you
• Parse messy HTML — strip ads, navigation, cookie banners
• Hope the content is relevant — no guarantee
• Do this for every single query — expensive and slow

This is the reality for every AI developer on earth. Local models, cloud models, AI agents — they all hit the same wall.

🧠 What We Built

Vybsly Search is an independent search engine with its own growing index. When you search, you get the actual page content — not links, not snippets — the real text.

• Full page content in every response — up to 30,000 characters (150x more than Google)
• Markdown formatted — LLMs can read it directly
• Batch search — 50 queries in one API call
• AI answer endpoint — ask a question, get a sourced answer
• Real-time date/time and weather in every response
• Document search — academic papers and government reports in .vybs format
• Image and video search with YouTube embedding
• Content guarantee — verified 500+ characters per result
• Self-growing index — 150+ crawlers feeding 24/7

🎯 Why Vybsly?

Stop stitching together Tavily + Exa + a weather API + a crypto API + a currency API + a dictionary. Get everything in one call.

• 30,000 characters per result — 150x more context than Google, Bing, or Brave
• mode=agent — AI-synthesized answers with confidence scores, key_facts, key_entities, and source citations
• 11 built-in tools — search, news, crypto, weather, currency, dictionary, calculator, IP lookup, time, trending, code search
• Sub-200ms cached — Redis-powered caching for repeated queries
• 23M+ page index with 22M+ images and 960K+ videos — growing 24/7

Rated 9.7/10 for AI agents and 7.7x stronger than Google's API in independent testing.

💻 Real-World Use Cases

curl "https://bluefusionlabs.com/portal/api/vybsly-search/v1/search?q=langchain+crewai+agent+framework&mode=agent&limit=3"

# Returns: AI-synthesized answer + 3 results with:
#   confidence: 0.95
#   key_entities: ["LangChain", "CrewAI", "AutoGen"]
#   key_facts: ["CrewAI supports multi-agent orchestration..."]
#   content: 3,365 chars of official docs (not snippets)

# All from the same base URL:
/v1/search?q=bitcoin+market+analysis     → Full articles with 30K context
/v1/crypto?coin=bitcoin                  → $68,849 (+1.83% 24h)
/v1/currency?from=USD&to=EUR&amount=1000 → 872.00 EUR

/v1/search?q=who+is+the+ceo+of+xai&mode=agent
# → "Elon Musk is the CEO of xAI, founded in 2023. [1][2]"
#   confidence: 0.8, key_facts: ["$6B Series C at $50B valuation"]

/v1/news?q=AI+regulation&hours=48   → Breaking news, last 48h
/v1/weather?city=Knoxville           → 76°F, overcast

📊 By The Numbers

Entity accuracy improved 80% after recent index updates. Average standard search < 1.5s. Index growing daily.

🤖 What AI Says About Us

We asked a local AI model running on consumer hardware — with Vybsly as its only search tool — what it thought about the search quality. This is the unedited response:

Real screenshot from NVIDIA Nemotron-Nano 4B running locally in LM Studio with Vybsly Search — no cloud AI, no editing

🎬 See It In Action

Watch a 4B model Nano become as strong as SOTA — pulling full-content results, synthesizing answers, and citing real sources. No cloud. No OpenAI. Just a tiny local model with Vybsly.

Tap fullscreen and rotate your phone for the best experience

100% local AI + Vybsly Search API — no data sent to OpenAI, Google, or anyone else

📊 How We Compare

🔒 Zero-Knowledge Privacy

Vybsly is a one-way knowledge pipe. We send data out. Nothing comes in.

• We never see your AI's prompts or conversations
• We never see what your model does with the search results
• We never see who is asking the questions
• We never store, log, or analyze your queries
• No tracking cookies, no user profiles, no analytics
• API key is for billing only — not surveillance

Why this matters for enterprise:

• Hospitals using AI for patient questions — HIPAA safe, we never see patient data
• Law firms researching cases — attorney-client privilege protected
• Banks running financial AI — no sensitive data leaves their network
• Defense contractors — classified contexts stay classified
• Any company with compliance requirements — zero data exposure risk

OpenAI sees every prompt. Google tracks everything. Vybsly sees nothing. That's not a feature — it's the architecture.

🔄 How It Works

Our index grows automatically. Every search adds new pages. Deep crawlers run 24/7, following links and extracting content with Trafilatura (the highest-accuracy content extractor available).

When you search:

• We check our own index first — instant results from MongoDB
• If we don't have it, we search the live web via SearXNG
• We fetch the actual page, extract clean text, and return it
• That page is permanently saved to our index for next time
• The more people search, the bigger and faster the index gets

🎯 Who It's For

• Developers running local AI models (Ollama, LM Studio, vLLM, llama.cpp)
• AI startups building chatbots, research tools, or agents
• Enterprise teams running private AI that can't leak data to OpenAI/Google
• Healthcare AI that needs medical knowledge without HIPAA risk
• Legal AI that needs case law without exposing client data
• RAG pipelines that need web context without scraping infrastructure
• Anyone who wants their AI to have real-time web knowledge — privately

One API call replaces your entire RAG stack. No Pinecone. No embeddings pipeline. No scraper. No data exposure. Just search and read.

🚀 What's Next

• Scaling to 50M+ pages with focused high-signal crawling
• Hybrid semantic reranking for even sharper relevance
• Graph-style entity linking in agent mode
• Published benchmarks — head-to-head vs Exa, Tavily, Brave
• MCP plugin for LM Studio and Claude Desktop

🔑 Access & Pricing

All endpoints are open for testing. No key required for up to 20 queries/day.

🔒 Your Privacy Is Non-Negotiable

Other search engines track everything you do. They build profiles, sell your data, and serve you ads based on your most private searches. We don't.

For enterprise customers and AI developers, this means your proprietary queries aren't being logged and analyzed by Google, Microsoft, or anyone else. Full compliance. Full privacy. Full control.