Universal Retrieval Protocol

RAG-as-a-You-Name-It

One URL for all chats, agents, and APIs.

Create your first Wiz — free Chat with team agent
https://wr.ag/aBcD3fGh1K
This URL is the entire interface · Read, write, sync, validate
How it works

Three minutes. One Wiz.

Upload your documents. Wizrag chunks, embeds, and indexes them. You get a short URL — your Wiz — that anyone can query and write to.

01

Upload

Sign in with a magic link. Create a project. Drag and drop your files — PDF, MD, TXT, HTML, DOCX.

Automatic chunking → embedding → indexing
02

Get your Wiz

Wizrag generates a unique short URL — your Wiz. It's your access token, chat interface, and API endpoint in one.

wr.ag/aBcD3fGh1K
03

Use it everywhere

Drop the Wiz into ChatGPT. Visit it in a browser. Talk to it by voice. Give it to an agent. Save context back from any chat.

read · write · sync · one URL
Five query modes

Every way to access knowledge.

The same Wiz URL serves five different experiences depending on who visits and how they interact.

Human

Chat in Your Chatbot

Drop the Wiz URL into ChatGPT, Grok, Claude — any AI you already use. Your chatbot queries Wizrag for grounded answers. You stay in your favorite interface.

$0.00005/ retrieval
Human

Wizchat

Visit the Wiz URL directly. Chat on-site with answers grounded entirely in the docs. Zero hallucination. Wizrag does the retrieval and the thinking.

$0.0007/ query
Agent

Agent Plain Retrieval

Agent queries the URL, gets raw chunks, scores, and metadata back as JSON. No inference on our side. The agent packages the answer itself.

$0.00005/ retrieval
Agent

Agent Augmented

Agent queries the URL and gets a structured, ready-to-use answer. Wizrag does retrieval + inference. The agent relays a clean, grounded response.

$0.0007/ query
Human · Voice

🎙 Wizvoice

Talk to your Wiz. Ask a question by voice, hear the answer spoken back. Full STT → retrieval → inference → TTS pipeline. Like talking to an expert who's read every document.

$0.005/ voice query
Read. Write. Sync. Validate.

Your Wiz is alive.

Wizrag isn't a static knowledge dump. Any AI can write to your Wiz, sync across platforms, and check itself against the ground truth.

Wizsave

Save from any chat

Type "Save to Wiz" in any AI. The chatbot compacts your context — decisions, data, state — into a compressed URL. Click it. Your Wiz is updated. Next retrieval from any platform includes the new data.

You: "Save to Wiz"
AI: compacts → compresses → URL
You: click → wr.ag ingests
Done. Wiz updated in seconds.
Wizsync

Cross-platform memory

Brainstorm in Grok. Save to Wiz. Open Claude — it retrieves the fresh context. Structure it. Save again. Open ChatGPT — it gets everything. One Wiz, every AI, always in sync.

Grok: brainstorm → Wizsave
Claude: retrieves → structures → Wizsave
ChatGPT: retrieves everything
No export. No copy-paste.
Wizvalidate

Check against truth

Type "Validate" in any chat. The AI queries your Wiz, compares its assumptions against the ground truth, and self-corrects. RAG-as-guardrail — keeps every AI honest.

You: "Validate"
AI: queries Wiz → compares → corrects
Result: grounded, accurate response
Works in any AI.
Pricing

Simple. Transparent. Scales.

Free to start with pay-as-you-go. Subscribe for included queries and lower overage rates.

Free
Pay as you go
No subscription. Pay per query.
  • No included queries
  • 1 project
  • 10 docs per project
  • No Wizvoice
  • No custom slug
Try free
Solo
$9/mo
For solo builders
  • 4,500 retrievals
  • 800 augmented queries
  • 100 Wizvalidates
  • 50 Wizsaves
  • 3 projects
  • 50 docs per project
  • No Wizvoice
Start with Solo
Studio
$99/mo
For serious builders
  • 170,000 retrievals
  • 28,000 augmented queries
  • 2,000 Wizvalidates
  • 2,000 Wizvoice
  • 1,000 Wizsaves
  • 30 projects
  • 500 docs per project
  • Custom slug
  • Save history
  • API access
Go Studio

Overage pricing

Exceed your included queries? Pay per query from your balance. Higher plans get lower rates.

Action
Free
Solo
✨ Wiz
Studio
Retrievals
$0.005
$0.002
$0.0015
$0.001
Augmented
$0.02
$0.01
$0.009
$0.008
Wizvoice
$0.10
$0.05
$0.05
Wizsave
$0.05
$0.03
$0.02
$0.01
Wizvalidate
$0.02
$0.01
$0.009
$0.008
Use cases

Who needs a Wiz.

Anyone with a knowledge base and people who need answers from it — across every AI they use.

📚

Documentation

Upload product docs. Users drop the Wiz into their ChatGPT and ask questions. Teams Wizsave updates from any chat.

🏢

Enterprise knowledge

Internal wikis, policies, handbooks — all queryable via a private Wiz. Wizsync keeps it current across every AI tool your team uses.

🎓

Education

Course materials, textbooks, research papers. Students drop the Wiz into any AI and study with it. Wizvalidate keeps answers grounded.

🛠️

AI agent builders

Give your agent a Wiz URL. Plain retrieval or augmented — the agent chooses. Wizsave lets agents update the knowledge base programmatically.

📝

Creators & writers

Blog archive, book drafts, newsletter back-catalog. Let readers or AI assistants query your body of work via a single URL.

🔄

Cross-platform workflows

Brainstorm in Grok, structure in Claude, format in ChatGPT. Wizsync keeps every AI on the same page. No export, no copy-paste.

Create your first Wiz.
Three minutes.

Upload docs. Get a URL. Read, write, sync, validate — across every AI. Wizrag handles everything else.

Get started — free Chat with team agent