Vizzor

See the future of crypto before it happens.
AI-powered price predictions with real dollar targets across every chain, token, and timeframe.

Get Started • Features • Agents • Dashboard • API • Chains • ChronoVisor • Config

Vizzor turns raw market data into actionable crypto predictions. It pulls live feeds from 15+ exchanges, runs technical analysis on real candles, reads derivatives positioning, tracks on-chain activity, and synthesizes everything into price predictions with actual dollar targets — from 5-minute scalps to 3-month outlooks.

Ask about any coin, any token, any chain. Vizzor fetches the data, computes the signals, and gives you numbers — not opinions.

vizzor
> predict ETH at 16:00 today

ETH at $2,112 | Bullish | Confidence: Medium-High
  At 4:00 PM:  $2,128 (+0.8%) bull / $2,104 (-0.4%) bear
  1 day:       $2,156 (+2.1%) bull / $2,068 (-2.1%) bear
  7 days:      $2,295 (+8.7%) bull / $1,985 (-6.0%) bear
  1 month:     $2,560 (+21%) bull  / $1,840 (-13%) bear
  Support: $2,005 / $1,900  |  Resistance: $2,220 / $2,340

Why Vizzor?

Most crypto tools show you what already happened. Vizzor shows you what's likely to happen next.

Not a chart tool — it's a prediction engine that synthesizes 6 independent signal types into one composite forecast
Not a news aggregator — it processes sentiment, derivatives, on-chain data, and technical indicators simultaneously
Not a chatbot wrapper — every prediction is backed by real market data from 15 exchanges, with traceable reasoning and confidence scores
Works with everything — BTC, ETH, SOL, meme coins, new DEX launches, tokens by contract address — if it has a price, Vizzor can predict it

Get Started in 60 Seconds

npm install -g @vizzor/cli
vizzor

That's it. Vizzor launches a guided setup wizard that walks you through:

Choosing your AI provider (Claude, GPT-4, Gemini, or local Ollama)
Setting up API keys
Picking your default chain
Optionally installing the ChronoVisor ML engine on first run
Learning the first commands

Start predicting

> predict BTC price next week
> analyze $PEPE security and price outlook
> what's trending in crypto right now
> full microstructure analysis for ETH
> track wallet 0xd8dA6BF26964aF9D7eEd9e03E53415D37aA96045
> audit contract 0x1f9840a85d5aF5bf1D1762F925BDADdC4201F984

Better prediction accuracy

After setup, follow these tips for the best results:

Enable the ChronoVisor engine during setup, or run vizzor chronovisor setup later
Run /cosmos on for stricter tracked-only qualification and fewer low-edge setups
For intraday: focus on BTC, ETH, and SOL with 2h, 3h, 4h, 6h horizons
For scalping: focus on BTC and ETH with exact short horizons like 10m, 20m, 45m
For long-range: ask for 7d, 30d, 90d, or 1y scenario ranges
Use /precisions to check tracked accuracy and /playbook for the full operating workflow

Alternative setups

Ollama (free, offline, no API key needed)

# 1. Install Ollama: https://ollama.ai
ollama pull llama3.2    # or qwen2.5:14b for better results

# 2. Configure Vizzor
vizzor config set ai.provider ollama
vizzor config set ai.model llama3.2

# 3. Launch
vizzor

OpenAI or Gemini

vizzor config set ai.provider openai
vizzor config set openaiApiKey sk-...
# or
vizzor config set ai.provider gemini
vizzor config set googleApiKey AI...

From source

git clone https://github.com/7ayLabs/vizzor.git
cd vizzor
pnpm install
pnpm build
pnpm link --global

Docker (full stack)

cp .env.example .env     # Configure API keys
docker compose up -d      # Starts CLI + ChronoVisor Engine + PostgreSQL + Web Dashboard

Features

Predictions & Forecasting

Feature	What it does
Price predictions	Bull/bear/likely targets across 9 timeframes (5m to 3 months), batch multi-horizon in a single call
ChronoVisor engine	Mathematical prediction system: Bayesian inference, certainty-factor algebra with weak signal dampening, first-order logic rules (17 base + 7 scalping), meta-reasoning, and continuous weight learning with feedback loops
Triple-system A+ gate	Predictions promoted to tracked tier only when Vizzor TA + SMC structure + ICT timing all align on direction (Vizzor's mental model: take a trade only when momentum, structure, and timing agree)
Persistent calibration	Platt calibrator, FOL rule tracker, and per-symbol volatility registry survive process restarts — tracked WR no longer rebuilds from zero after every deploy
Alert-hit notifications	Toast banners when price targets hit, with training feedback (accuracy, streak, weight updates), ESC-to-dismiss, auto-dismiss
Prediction markets	Integrates Gamma and Polymarket data for market-implied probabilities
Polymarket edge scanning	Compare ChronoVisor predictions vs Polymarket odds, detect mispricings, execute trades via CLOB API

Market Intelligence

Feature	What it does
Multi-exchange pricing	Aggregated prices from 15 exchanges (Binance, Coinbase, Kraken, OKX, Bybit, Gate.io, KuCoin, HTX, MEXC, Bitget, CoinGecko, CryptoCompare, DexScreener, GeckoTerminal, Jupiter) with VWAP/median aggregation and outlier detection
Microstructure analysis	Market structure, FVGs, VWAP, volume delta, liquidation map, order book depth, S/R zones, squeeze detection
CVD / aggressor delta	Cumulative volume delta from Binance trade stream — short/mid divergence + impulse detection
Anticipatory signals	Whale Alert exchange flow, stablecoin mint/burn velocity, token unlock calendar, Coinbase premium spread, SEC EDGAR pre-news filings — fire before price moves, not after
SMC + ICT layer	Smart Money Concepts aggregator (BOS, CHoCH, liquidity sweeps, order blocks) + ICT timing (London/NY kill-zones, Asian range sweeps)
Derivatives positioning	Funding rates, open interest, long/short ratios from Binance Futures
Sentiment analysis	Fear & Greed Index + news sentiment + buy/sell transaction ratios
Trending discovery	What's moving right now across DexScreener and CoinGecko
ICO tracking	Upcoming launches, fundraising rounds, investor data

Security & Forensics

Feature	What it does
Token security audits	Honeypot detection, tax analysis, mint/blacklist flags, rug pull indicators
On-chain forensics	Wallet analysis, whale tracking, holder concentration, token flow patterns
Smart contract audits	Source code analysis, vulnerability detection, risk scoring
Blockchain fundamentals	TVL, protocol revenue, developer activity, governance metrics, staking yields

Trading & Automation

Feature	What it does
Autonomous agents	Set-and-forget trading agents with paper/live execution and 5 built-in strategies
DeFi integrations	Aave V3, Lido with health monitoring and yield orchestration
Backtesting	Test strategies against historical data with full metrics (return, win rate, Sharpe, drawdown)
Wallet management	AES-256-GCM encrypted wallets with scrypt key derivation
Notifications & alerts	Price alerts for all prediction types (directional + sideways breakout), interactive alerts panel with dismiss-on-review
AI auto-armed alerts	When the AI composes a directional trade plan (Entry/TP/SL), the `set_trade_plan_alerts` tool automatically arms price-threshold alerts at those levels with confirmation footer in the reply

Platforms

Platform	Description
Terminal (TUI)	Interactive chat with live price ticker, streaming responses, and slash commands
Web Dashboard	Next.js 15 — AI chat, markets, agents, portfolio, Polymarket, notifications
REST API	Fastify + Swagger — 40+ endpoints with API key auth and rate limiting
Discord Bot	Full command suite with AI-powered chat via @mention
Telegram Bot	Full command suite with AI chat on any message — production-ready with `/health` endpoint, graceful shutdown, automated backups, and 6-hour state persistence (Platt calibrator + rule tracker survive restart). New commands: `/alerts` (list armed alerts), `/whoami` (allowlist onboarding), `/chronovisor minsystems` (D4 gate runtime tuning)

Terminal UI

Launch with vizzor. Interactive chat with a live price ticker, streaming AI responses, and slash commands.

Price Ticker: Arrow keys to navigate, Enter to trigger prediction, Tab to toggle focus.

Command	Description
`/scan <address> [--chain <chain>]`	Token security + risk scan
`/track <wallet> [--chain <chain>]`	Wallet forensics
`/trends`	Trending tokens + top gainers/losers
`/audit <contract> [--chain <chain>]`	Smart contract audit
`/add <symbol>`	Add token to live price ticker (any source: Binance, CoinGecko, DEX)
`/remove <symbol>`	Remove token from ticker
`/alerts`	Interactive alerts panel — browse predictions, price alerts, notifications
`/alerts clear`	Mark all notifications as read
`/alerts hide` / `/alerts show`	Toggle alerts banner visibility
`/alerts purge [id\|all]`	Delete predictions, notifications, and alert rules
`/alerts delete <id\|all>`	Same as purge (alias)
`/chain [<id>]`	Show/switch chain
`/provider`	Show current AI provider
`/provider <name>`	Switch to `anthropic`, `openai`, `gemini`, `ollama`
`/playbook`	Exact steps for better tracked prediction win rate
`/agent create <name> [options]`	Create autonomous agent
`/agent list`	List agents
`/agent start <name>`	Start agent
`/agent stop <name>`	Stop agent
`/agent status <name>`	Agent status + decisions
`/agent wallet <name>`	Show agent wallet balance
`/agent trades <name>`	Show agent trade history
`/backtest`	Historical strategy backtest
`/chronovisor`	ChronoVisor engine status
`/config`	Show config
`/help`	Command reference

Alerts Panel: Type /alerts to open the interactive panel. Use Up/Down to navigate predictions and alerts, Enter to view full details (entry price, confidence, outcome, signal snapshot), Escape to close. Resolved predictions remain available after review and become visually muted as seen history. Pending predictions appear first; resolved predictions sort below them.

CLI Commands

vizzor                              # Launch interactive TUI
vizzor setup                        # Reopen guided setup
vizzor config init                  # Initialize config
vizzor config set <key> <value>     # Set config value
vizzor config show                  # Show config
vizzor wallet create|import|list|delete  # Wallet management
vizzor serve [--port 7100]          # Start REST API server
vizzor api key create "my-app"      # Create API key
vizzor bot start [options]          # Start Discord/Telegram bots
vizzor collect start [options]      # Start OHLCV data collection
vizzor chronovisor setup            # Install ChronoVisor engine
vizzor chronovisor start            # Start engine
vizzor chronovisor stop             # Stop engine
vizzor chronovisor status           # Engine health check
vizzor predictions reset            # Reset prediction history
vizzor update                      # Update to latest version
vizzor health                      # Check config, API keys, and service connectivity

Autonomous Agents

Set-and-forget trading agents that run a continuous think > analyze > decide > act cycle.

Agent Requirements

Requirement	Details
AI Provider	Any supported provider (Claude recommended for best decisions)
Wallet	Required for live trading; not needed for paper trading or alert-only
RPC Endpoint	Required for live trading (default public RPCs or Alchemy)
Minimum Balance	Agent-specific; configurable spending limits
Always-on Process	Agent runs in a loop — needs a persistent process (terminal, tmux, Docker)

Create and Run

# Create an agent
/agent create alpha --strategy momentum --pairs BTC,ETH,SOL --interval 60

# Start it
/agent start alpha

# Check status
/agent status alpha

# Stop it
/agent stop alpha

Execution Modes

Mode	What happens	Wallet needed?
Alert-only	Generates signals, no trades	No
Paper trading	Simulated trades with realistic slippage model	No
Live trading	On-chain execution via DEX router	Yes

Strategies

Strategy	Signals	Best for
Momentum	RSI + MACD + Bollinger + Funding	Short-term reversals
Trend-Following	EMA Crossover + OBV + Fear & Greed	Swing trades
ML-Adaptive	All TA + ML regime + ChronoVisor	Adaptive, all conditions
ChronoVisor	6-signal Bayesian engine + FOL rules + meta-reasoning	Multi-timeframe predictions
Polymarket-Arbitrage	ChronoVisor vs Polymarket odds	Prediction market edge trading

Safety Pipeline (Live Trading)

Live trades pass through a 7-step pipeline before execution:

Validate — check parameters, balance, spending limits
Prepare — build transaction with DEX router quote
Simulate — eth_call dry run to detect reverts
Approve — ERC-20 token approval if needed
Execute — submit on-chain transaction
Record — log to portfolio + audit trail
Cleanup — update positions, trigger alerts

Additional protections:

Per-agent daily/weekly spending caps
Kelly criterion position sizing
ATR-based stop losses
Max drawdown limits
Global emergency kill switch (/agent emergency-stop)

Wallet Setup

vizzor wallet create           # Generate new encrypted wallet
vizzor wallet import           # Import existing private key
vizzor wallet list             # List managed wallets

Wallets are encrypted with AES-256-GCM (scrypt N=2^18) and stored at ~/.vizzor/wallets/.

Web Dashboard

Next.js 15 dashboard with real-time market data, AI chat, and full portfolio tracking.

Setup

# Option 1: Docker (recommended)
docker compose up web

# Option 2: From source
cd web
pnpm install
pnpm dev

Requires the API server running (vizzor api start). Available at http://localhost:3001.

Pages

Page	What you get
AI Chat	Conversational interface with streaming, tool call progress, trade action cards, conversation persistence
Dashboard	Market overview, Fear & Greed, sentiment, regime, trending tokens, news, prediction accuracy tracker
Markets	Token analysis, wallet analyzer, on-chain intelligence
Agents	Create, monitor, start/stop agents with paper/live mode, portfolio chart, trade history
Portfolio	Positions, trade history, P&L metrics
Notifications	Real-time notification panel with prediction detail modals, price alert management, desktop push notifications
Polymarket	Edge scanner comparing ChronoVisor vs market odds, opportunity cards, position tracking, trade execution
Settings	API keys and provider configuration

API

REST API exposing all Vizzor capabilities programmatically. Full Swagger documentation at /docs.

Setup

vizzor api start --port 3100      # Start server
vizzor api key create "my-app"    # Create API key

All endpoints require X-API-Key header. Rate limited to 300 req/min per key.

Endpoints

GET  /health                          # Health check (public)
GET  /docs                            # Swagger UI
POST /v1/chat                         # AI chat (SSE streaming)
POST /v1/chat/thread                  # Threaded chat reply
GET  /v1/conversations                # List conversations
GET  /v1/conversations/:id            # Get conversation with messages
GET  /v1/market/price/:symbol         # Price
GET  /v1/market/prices?symbols=       # Batch prices
GET  /v1/market/trending              # Trending tokens
GET  /v1/market/fear-greed            # Fear & Greed Index
GET  /v1/market/ml-health             # ChronoVisor engine status
GET  /v1/market/trenches              # Trenches scanner
GET  /v1/chronovisor/:symbol          # ChronoVisor prediction
GET  /v1/chronovisor/predictions      # List all predictions
GET  /v1/chronovisor/accuracy         # Prediction accuracy metrics
GET  /v1/polymarket/opportunities/:symbol  # Edge opportunities for symbol
GET  /v1/polymarket/positions              # Open orders + recent trades
POST /v1/polymarket/trade                  # Place trade on market
GET  /v1/notifications                # List notifications
GET  /v1/notifications/:id            # Get notification detail
POST /v1/notifications/mark-read      # Mark all as read
DELETE /v1/notifications/:id          # Delete notification
GET  /v1/notifications/rules          # List alert rules
POST /v1/notifications/rules          # Create alert rule
DELETE /v1/notifications/rules/:id    # Delete alert rule
POST /scan                            # Token security scan
POST /trends                          # Market trends
POST /track                           # Wallet forensics
POST /predict                         # AI prediction
POST /audit                           # Contract audit
POST /v1/backtest                     # Backtest
GET  /v1/agents                       # List agents
POST /v1/agents                       # Create agent
POST /v1/agents/:name/start          # Start agent
POST /v1/agents/:name/stop           # Stop agent
GET  /v1/agents/:name/wallet          # Agent wallet balance
GET  /v1/agents/:name/trades          # Agent trade history
GET  /v1/agents/:name/stats           # Agent trade statistics
GET  /v1/portfolio/:id                # Portfolio
POST /v1/agents/emergency-stop        # Global kill switch
WS   /ws                              # WebSocket real-time push

Supported Chains

Chain	Status
Ethereum	Live
Polygon	Live
Arbitrum	Live
Optimism	Live
Base	Live
BSC	Live
Avalanche	Live
Solana	Live
Sui	Live
Aptos	Live
TON	Live

ChronoVisor Engine

The ChronoVisor engine is an optional Python-based prediction accelerator with 16 trained models that enhances Vizzor's predictions with ML. When unavailable, Vizzor falls back to its rule-based heuristics automatically — no setup required to start using Vizzor.

If your tracked setups keep getting skipped, check whether ChronoVisor is actually enabled and healthy:

vizzor chronovisor status

Quick setup

# Interactive wizard — detects Docker or Python, installs deps
vizzor chronovisor setup

# Start the engine
vizzor chronovisor start

# Check health
vizzor chronovisor status

Or via Docker:

docker compose up chronovisor-engine
curl http://localhost:7200/health

Requirements

Component	Minimum
RAM	4 GB (8 GB recommended)
Disk	1 GB for models
Runtime	Docker (recommended) or Python 3.11+
GPU	Not required — CPU-based by default

Production deployment

A docker-compose.prod.yml overlay layers production hardening on top of the base compose: restart: always, JSON log rotation (10MB × 3 files per service), and the vizzor-backup sidecar that runs scripts/backup.sh every 6 hours with 14-day retention. The bot exposes a /health endpoint (default :7101) compatible with UptimeRobot, BetterStack, and Docker healthchecks.

# On the VPS, after first build:
docker compose -f docker-compose.yml -f docker-compose.prod.yml --env-file .env up -d
curl http://localhost:7101/health      # → {"ok":true,"status":"healthy",...}

See scripts/backup.sh, scripts/restore.sh, and scripts/deploy-gen-env.py for the operator-facing backup, restore, and .env bootstrap helpers.

Configuration

Config at ~/.vizzor/config.yaml. Environment variables override file values.

anthropicApiKey: <your-key>
etherscanApiKey: <your-key>
defaultChain: ethereum

rpc:
  ethereum: https://eth-mainnet.g.alchemy.com/v2/<your-key>
  polygon: https://polygon-mainnet.g.alchemy.com/v2/<your-key>

ai:
  provider: anthropic        # anthropic | openai | gemini | ollama
  model: claude-sonnet-4-20250514
  maxTokens: 4096
  ollamaHost: http://localhost:11434

output:
  format: table
  color: true
  verbose: false

cacheTtl:
  tokenInfo: 3600
  marketData: 300
  walletData: 600
  contractCode: 86400

polymarket:
  enabled: true
  defaultSize: 10          # USD per trade
  orderType: limit

AI Provider Comparison

Provider	Quality	Cost	Latency	Tool Support	Offline
Anthropic (Claude)	Best	Pay-per-use	~2-5s	Full	No
OpenAI (GPT-4)	Great	Pay-per-use	~2-5s	Full	No
Google (Gemini)	Good	Free tier	~2-4s	Full	No
Ollama (local)	Varies	Free	~5-30s	Context injection	Yes

Requirements

Hardware

Component	Minimum	Recommended
CPU	2 cores	4+ cores
RAM	2 GB	4+ GB (8 GB if running ChronoVisor engine)
Disk	500 MB	2 GB (includes SQLite cache + ML models)
Network	Stable internet	Low latency to Binance/CoinGecko APIs
GPU	Not required	Not required (ML models are CPU-based)

Software

Dependency	Version	Notes
Node.js	>= 20.0.0	ES2022 target, ESM modules
pnpm	>= 8.0	Recommended package manager (npm/yarn also work)
Python	3.x	Required by `better-sqlite3` native build
C++ compiler	GCC / Clang / MSVC	Required by `better-sqlite3` native build
Docker	>= 24	Optional — for ChronoVisor engine, PostgreSQL, web dashboard

Works on macOS, Linux, and Windows.

API Keys

Key	Required	Free Tier	Purpose
`ANTHROPIC_API_KEY`	Yes (or use Ollama)	Pay-per-use	Claude AI — best prediction quality
`ETHERSCAN_API_KEY`	Recommended	Yes	Transaction history, contract source
`OPENAI_API_KEY`	No	Pay-per-use	GPT-4 as alternative provider
`GOOGLE_API_KEY`	No	Free tier	Gemini as alternative provider
`ALCHEMY_API_KEY`	No	Free tier	Premium RPC endpoints
`COINGECKO_API_KEY`	No	Free tier	Extended market data
`CRYPTOPANIC_API_KEY`	No	Free tier	News with sentiment
`DISCORD_TOKEN`	No	Free	Discord bot
`TELEGRAM_BOT_TOKEN`	No	Free	Telegram bot
`POLYMARKET_PRIVATE_KEY`	No	N/A	Polymarket CLOB trading (edge execution)

No API key at all? Use Ollama with a local model — fully offline predictions (lower quality but free).

Discord & Telegram

Discord Bot

Requires DISCORD_TOKEN. Enable the MESSAGE_CONTENT privileged intent in the Discord Developer Portal.

Command	Description
`/predict <symbol>`	AI prediction with signals
`/scan <address>`	Token security scan
`/trends`	Trending tokens
`/track <wallet>`	Wallet forensics
`/price <symbol>`	Live price
`/audit <contract>`	Contract audit
`/ico`	Upcoming launches
`/agent_create`	Create agent
@mention	AI-powered chat

Telegram Bot

Requires TELEGRAM_BOT_TOKEN.

Same commands as Discord (/predict, /scan, /trends, /track, /price, /audit, /ico, /agent_create). Any text message triggers AI chat.

Development

git clone https://github.com/7ayLabs/vizzor.git
cd vizzor
pnpm install

pnpm dev              # Dev mode (tsx)
pnpm build            # Build (tsup)
pnpm lint             # ESLint
pnpm format:check     # Prettier check
pnpm typecheck        # TypeScript strict
pnpm test             # Vitest
pnpm test:coverage    # With coverage
pnpm test:integration # Integration tests (needs API keys)

Tech Stack

Layer	Tech
Runtime	Node.js >= 20, TypeScript (strict ESM)
CLI	Commander.js
TUI	Ink (React for terminals)
AI	Anthropic SDK, OpenAI SDK, Google GenAI, Ollama
Blockchain	viem (EVM), Solana, Sui, Aptos, TON adapters
Dashboard	Next.js 15, React 19, Tailwind CSS 4
Database	better-sqlite3 + PostgreSQL (pg)
ChronoVisor Engine	Python FastAPI, scikit-learn, PyTorch
API	Fastify + Swagger/OpenAPI
Bots	discord.js, grammY
Build	tsup
Test	Vitest

License

BUSL-1.1 — Business Source License 1.1

Built by 7ayLabs

Name		Name	Last commit message	Last commit date
Latest commit History 244 Commits
.github		.github
.husky		.husky
chronovisor-engine		chronovisor-engine
docs		docs
n8n/workflows		n8n/workflows
scripts		scripts
src		src
test		test
web		web
.dockerignore		.dockerignore
.env.example		.env.example
.gitignore		.gitignore
.prettierrc		.prettierrc
CLAUDE.md		CLAUDE.md
CODE_OF_CONDUCT.md		CODE_OF_CONDUCT.md
CONTRIBUTING.md		CONTRIBUTING.md
DEPLOYMENT.md		DEPLOYMENT.md
Dockerfile		Dockerfile
Dockerfile.backup		Dockerfile.backup
LICENSE.md		LICENSE.md
README.md		README.md
commitlint.config.js		commitlint.config.js
docker-compose.prod.yml		docker-compose.prod.yml
docker-compose.yml		docker-compose.yml
eslint.config.js		eslint.config.js
package.json		package.json
pnpm-lock.yaml		pnpm-lock.yaml
pnpm-workspace.yaml		pnpm-workspace.yaml
renovate.json		renovate.json
tsconfig.json		tsconfig.json
tsup.config.ts		tsup.config.ts
vitest.config.ts		vitest.config.ts
vizzor_logodarkicon.png		vizzor_logodarkicon.png
vizzor_logoicon.png		vizzor_logoicon.png

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Vizzor

Why Vizzor?

Get Started in 60 Seconds

Start predicting

Better prediction accuracy

Alternative setups

Features

Predictions & Forecasting

Market Intelligence

Security & Forensics

Trading & Automation

Platforms

Terminal UI

CLI Commands

Autonomous Agents

Agent Requirements

Create and Run

Execution Modes

Strategies

Safety Pipeline (Live Trading)

Wallet Setup

Web Dashboard

Setup

Pages

API

Setup

Endpoints

Supported Chains

ChronoVisor Engine

Quick setup

Requirements

Production deployment

Configuration

AI Provider Comparison

Requirements

Hardware

Software

API Keys

Discord & Telegram

Discord Bot

Telegram Bot

Development

Tech Stack

License

About

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