Research

Understanding REST APIs: A Practical Guide

A clear, practical guide to REST APIs: what they are, key principles, HTTP methods, design best practices, tools for testing, and how AI tools like Token Metrics can assist.
Token Metrics Team
5
MIN

Modern web and mobile apps exchange data constantly. At the center of that exchange is the REST API — a widely adopted architectural style that standardizes how clients and servers communicate over HTTP. Whether you are a developer, product manager, or researcher, understanding what a REST API is and how it works is essential for designing scalable systems and integrating services efficiently.

What is a REST API? Core principles

A REST API (Representational State Transfer Application Programming Interface) is a style for designing networked applications. It defines a set of constraints that, when followed, enable predictable, scalable, and loosely coupled interactions between clients (browsers, mobile apps, services) and servers. REST is not a protocol or standard; it is a set of architectural principles introduced by Roy Fielding in 2000.

Key principles include:

  • Statelessness: Each request from the client contains all information needed; the server does not store client session state between requests.
  • Resource orientation: Everything is modeled as a resource (users, orders, posts), each identified by a URI (Uniform Resource Identifier).
  • Uniform interface: A standard set of operations (typically HTTP methods) operate on resources in predictable ways.
  • Client-server separation: Clients and servers can evolve independently as long as the interface contract is maintained.
  • Cacheability: Responses can be labeled cacheable or non-cacheable to improve performance and scalability.

How REST APIs work: HTTP methods, status codes, and endpoints

A REST API organizes functionality around resources and uses standard HTTP verbs to manipulate them. Common conventions are:

  • GET — retrieve a resource or list of resources.
  • POST — create a new resource under a collection.
  • PUT — replace an existing resource or create if absent (idempotent).
  • PATCH — apply partial updates to a resource.
  • DELETE — remove a resource.

Responses use HTTP status codes to indicate result state (200 OK, 201 Created, 204 No Content, 400 Bad Request, 401 Unauthorized, 404 Not Found, 500 Internal Server Error). Payloads are typically JSON but can be XML or other formats. Endpoints are structured hierarchically, for example: /api/users to list users, /api/users/123 to operate on user with ID 123.

Design patterns and best practices for reliable APIs

Designing a robust REST API involves more than choosing verbs and URIs. Adopt patterns that make APIs understandable, maintainable, and secure:

  • Consistent naming: Use plural resource names (/products, /orders), and keep endpoints predictable.
  • Versioning: Expose versions (e.g., /v1/) to avoid breaking clients when changing the contract.
  • Pagination and filtering: For large collections, support parameters for page size, cursors, and search filters to avoid large responses.
  • Error handling: Return structured error responses with codes and human-readable messages to help client debugging.
  • Rate limiting and throttling: Protect backends by limiting request rates and providing informative headers.
  • Security: Use TLS, authenticate requests (OAuth, API keys), and apply authorization checks per resource.

Following these practices improves interoperability and reduces operational risk.

Use cases, tools, and how to test REST APIs

REST APIs are used across web services, microservices, mobile backends, IoT devices, and third-party integrations. Developers commonly use tools and practices to build and validate APIs:

  • API specifications: OpenAPI (formerly Swagger) describes endpoints, parameters, responses, and can be used to generate client/server code and documentation.
  • Testing tools: Postman, curl, and automated test frameworks (JUnit, pytest) validate behavior, performance, and regression checks.
  • Monitoring and observability: Logs, distributed tracing, and metrics (latency, error rates) help identify issues in production.
  • Client SDKs and code generation: Generate typed clients for multiple languages to reduce integration friction.

AI-driven platforms and analytics can speed research and debugging by surfacing usage patterns, anomalies, and integration opportunities. For example, Token Metrics can be used to analyze API-driven data feeds and incorporate on-chain signals into application decision layers without manual data wrangling.

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FAQ: What is REST API — common questions

What is the difference between REST and RESTful?

"REST" refers to the architectural constraints described by Roy Fielding; "RESTful" is a colloquial adjective meaning an API that follows REST principles. Not all APIs labeled RESTful implement every REST constraint strictly.

How does REST compare to SOAP and GraphQL?

SOAP is a protocol with rigid standards and built-in operations (often used in enterprise systems). GraphQL exposes a single endpoint and lets clients request precise data shapes. REST uses multiple endpoints and standard HTTP verbs. Each approach has trade-offs in flexibility, caching, and tooling.

When should I version my REST API?

Version your API before making breaking changes to request/response formats or behavior that existing clients depend on. Common strategies include URI versioning (e.g., /v1/) or header-based versioning.

Are REST APIs secure by default?

No. Security must be designed in: use HTTPS/TLS, authenticate requests, validate input, apply authorization checks, and limit rate to reduce abuse. Treat REST APIs like any other public interface that requires protection.

How do I test and document a REST API effectively?

Use API specifications (OpenAPI) to auto-generate docs and client stubs. Combine manual testing tools like Postman with automated integration and contract tests in CI pipelines to ensure consistent behavior across releases.

Can REST APIs handle streaming or real-time data?

REST is request/response oriented and not ideal for continuous real-time streams. For streaming, consider WebSockets, Server-Sent Events (SSE), or specialized protocols; REST can still be used for control operations and fallbacks.

Disclaimer: This article is educational and technical in nature. It does not provide investment or legal advice. The information is intended to explain REST API concepts and best practices, not to recommend specific products or actions.

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Token Metrics Team
Token Metrics Team

Recent Posts

Research

Top 5 AI Tokens in 2025: Revolutionizing Crypto with Artificial Intelligence

Token Metrics Team
8 min
MIN

Artificial intelligence has transformed every corner of the crypto industry—from trading and analytics to sentiment tracking and smart contract automation. In 2025, AI-powered crypto platforms have surged in popularity, delivering real-time insights, automation, and efficiency that were previously unimaginable.

In this article, we highlight the top 5 AI tokens in 2025: Token Metrics ($TMAI), Kaito AI ($KAITO), Cookie.fun ($COOKIE), Arkham Intelligence ($ARKM), and ChainGPT ($CGPT)—and show why Token Metrics stands out as the gold standard.

1. Token Metrics ($TMAI): The Smartest AI Trading Platform in Crypto

Token Metrics is leading the AI revolution in crypto investing. Known for its AI-powered analytics, signals, and portfolio tools, the platform is a go-to resource for retail and institutional traders alike.

Key Features:

  • AI Buy/Sell Signals: Trained on historical price, sentiment, and on-chain data, Token Metrics generates bullish and bearish calls across thousands of crypto assets.
  • Trader & Investor Grades: Each token receives real-time AI-based scores (0–100), offering a clear snapshot of short-term momentum and long-term strength.
  • AI Chatbot: A conversational interface that lets users ask natural-language queries about market trends, token grades, and price forecasts.
  • Trading Bot: Users can automate execution based on Token Metrics’ signals, either on centralized exchanges or via self-custody strategies.
  • MCP Server Integration: Connects with ChatGPT, Claude, Cursor IDE, and more—enabling developers and analysts to pull Token Metrics data across multiple tools.

$TMAI Token Utility:

  • Unlock premium analytics and signal tiers
  • Staking rewards and fee discounts
  • Governance and roadmap input
  • Developer API access and automation credits

Why $TMAI Is the Best AI Crypto Token:

Unlike other platforms focused on niche utilities, Token Metrics delivers a full-stack AI solution. Its analytics engine is transparent, quantifiable, and tested—used by hedge funds, crypto pros, and AI researchers. The $TMAI token ties everything together with utility, access, and community incentives. In a market full of hype, Token Metrics offers data-driven, AI-validated decisions—a must-have edge for serious traders.

2. Kaito AI ($KAITO): Web3’s Information Aggregator

Kaito AI is a specialized platform tackling one of crypto’s biggest problems: information overload. It uses a custom Large Language Model (LLM) to aggregate and analyze content from X (Twitter), news sites, blogs, and community forums.

Core Features:

  • Mindshare Tracking: Monitors which tokens dominate conversation and sentiment across platforms
  • Sentiment Analysis: Real-time mood scores derived from influencers, headlines, and user engagement
  • Yaps Program: Users earn points for sharing useful content, which may convert into $KAITO tokens

$KAITO Token Utility:

  • Platform access and insights
  • Governance voting
  • Community curation rewards

Strengths:

  • Early identification of narrative shifts
  • Deep focus on information flow and crowd psychology

Limitations:

While Kaito is excellent at detecting narrative momentum, it lacks predictive analytics or execution tools, making it more of a research layer than an active trading solution. Still, it’s an important piece for sentiment-aware investors.

3. Cookie.fun ($COOKIE): Gamified Trading Meets AI

Cookie.fun is a Gen-Z-targeted platform that fuses AI-powered trading insights with gamified investing experiences.

Notable Features:

  • Telegram AI Assistant: Provides user-specific trading signals and alerts
  • Gamified Leaderboards: Trade to climb ranks and win $COOKIE tokens
  • Social Trading Features: Users can mimic top traders or form groups to pool strategies

$COOKIE Token Utility:

  • In-app rewards and incentives
  • Staking for power-ups
  • Marketplace for NFT avatars and in-game tools

Who It’s For:

Cookie.fun’s lighthearted UX and AI-enhanced suggestions appeal to newer, casual investors. It doesn’t match Token Metrics’ analytical depth but makes crypto accessible and fun—an important factor for onboarding the next wave of retail users.

4. Arkham Intelligence ($ARKM): AI for On-Chain Forensics

Arkham Intelligence offers one of the most advanced AI-powered blockchain intelligence platforms, designed to uncover hidden relationships and wallet identities.

Core Capabilities:

  • ULTRA AI Engine: Links pseudonymous wallets to real-world identities
  • Intel Exchange: A decentralized data marketplace for buying/selling wallet intelligence
  • Dashboards & Alerts: Monitor whale wallets, smart money flows, and suspicious activity

$ARKM Token Utility:

  • Access to the Intel Exchange
  • Bounty rewards
  • Platform governance

Ideal Use Cases:

  • Whales tracking and forensic analysis
  • Scam detection and compliance reporting
  • Portfolio flow transparency

Trade-Offs:

Arkham is laser-focused on on-chain visibility, not market timing or trade execution. For users who want to know who’s moving money—and why—Arkham is unmatched. But it doesn’t replace a complete AI trading platform like Token Metrics.

5. ChainGPT ($CGPT): AI Tools for Smart Contract Automation

ChainGPT offers a suite of AI-powered tools for developers, traders, and researchers in the crypto space.

Highlight Features:

  • AI Chat Assistant: Similar to ChatGPT but trained on blockchain topics
  • Smart Contract Generator: Auto-generates and audits Solidity code
  • Trading Assistant: Analyzes charts and on-chain data to produce trade suggestions
  • News Aggregator: AI-summarized crypto headlines

$CGPT Token Utility:

  • Access to tools and premium models
  • Developer credits
  • Ecosystem governance

Audience:

ChainGPT is ideal for technical users, developers, and power traders looking for coding help, risk management support, and project analysis. While useful, its trading tools aren’t as focused or optimized for performance as Token Metrics’ core offerings.

Why Token Metrics Dominates the AI Crypto Landscape

Token Metrics combines AI-grade analytics, execution, automation, and alerts, all under one unified system. It supports custom index building, signals, dashboards, rebalancing agents, and integrations with every major AI tool in the developer ecosystem.

🏁 Final Thoughts

The AI crypto boom is well underway in 2025. Each of the platforms covered—Kaito AI, Cookie.fun, Arkham, ChainGPT—offers specialized tools and insights. But for investors and traders seeking a complete, AI-first trading stack, Token Metrics ($TMAI) is the undisputed leader.

Whether you're a seasoned investor or a crypto newcomer, $TMAI gives you the intelligence, precision, and automation needed to thrive in today’s volatile markets.

Research

Top 5 Crypto Trading Platforms in the UK in 2025 – AI Tools for Crypto Traders

Token Metrics Team
8 min
MIN

In 2025, the UK’s cryptocurrency market continues to grow as retail investors, institutions, and tech-savvy traders turn to digital assets as a way to build wealth and diversify their portfolios. With more platforms than ever offering crypto access, the challenge is no longer just buying Bitcoin—it’s choosing the best crypto trading platform to help you make intelligent decisions.

This guide highlights the top 5 crypto trading platforms in the UK in 2025, with a special focus on the emergence of AI crypto trading tools that are transforming the way smart investors trade. At the top of our list is Token Metrics, a platform that’s redefining crypto trading through artificial intelligence and cutting-edge analytics.

What Makes a Great Crypto Trading Platform?

Before diving into the list, let’s clarify what qualifies a platform as one of the best in 2025. A top-tier crypto trading platform should:

  • Be compliant with UK financial regulations
  • Offer intuitive tools for trading, research, and portfolio management
  • Include advanced features such as charting, automated insights, or AI analytics
  • Provide real-time data, alerts, and security
  • Empower both beginners and professional traders

Now let’s explore the platforms setting the standard in the UK’s crypto landscape.

1. Token Metrics – The Best AI Crypto Trading Platform in the UK (2025)

Website: www.tokenmetrics.com

Token Metrics is not a centralized exchange, but it’s hands-down the best crypto trading platform in the UK for traders who want to level up their strategy with AI, data, and deep insights. It helps you decide what to trade, when to trade, and why—before the rest of the market catches up.

🔍 Why It’s #1:

  • AI-Powered Ratings: Each token is evaluated using machine learning models across multiple dimensions—technical indicators, fundamentals, sentiment, and on-chain data.
  • Bullish & Bearish Alerts: Real-time AI signals notify you of trending opportunities before prices explode or dump.
  • Smart Indices & Portfolios: Build or follow crypto index strategies based on sector (AI, DeFi, Gaming), risk tolerance, or momentum.
  • Moonshot Reports: Weekly research uncovering low-cap gems with 10x–100x potential.
  • Custom Alerts: Get notifications on token movements, volume spikes, social mentions, and AI rating changes.

✅ Best For:

  • UK crypto traders who want to trade smarter, not harder
  • Investors looking to combine on-chain data, AI signals, and narrative trends
  • Institutions or power users seeking actionable research

Bonus:

Token Metrics integrates with most top UK exchanges, allowing you to use its insights and then place your trades on Coinbase, Binance, Kraken, or others.

2. Coinbase UK – Beginner-Friendly and FCA-Compliant

Coinbase is one of the most recognized crypto platforms globally and remains a popular option in the UK due to its FCA registration, simple interface, and strong security practices.

🔍 Key Features:

  • Supports GBP deposits and withdrawals via bank transfers
  • Easy onboarding process for first-time users
  • Insurance-backed custody
  • Advanced charting available via Coinbase Advanced Trade

✅ Best For:

  • Beginners and casual investors
  • Users looking for a trusted, regulated brand

While it lacks advanced AI crypto trading tools, Coinbase can be easily paired with Token Metrics to enhance your trading decisions.

3. Kraken – Advanced Trading with Institutional-Grade Tools

Kraken is well-known for its security, reliability, and robust trading tools. It’s a favorite among professional traders in the UK who require advanced options like futures and margin trading.

🔍 Key Features:

  • Deep liquidity across many trading pairs
  • Futures, options, margin trading, and staking
  • Strong security reputation
  • Free educational materials and market analysis

✅ Best For:

  • Intermediate to professional traders
  • Users who want advanced order types and charting tools

Kraken users can enhance their strategies by combining the exchange with Token Metrics’ AI trading indicators and portfolio grading tools.

4. eToro UK – Social and Copy Trading Made Easy

eToro is a multi-asset platform with a strong UK presence. It allows users to trade crypto, stocks, commodities, and ETFs—all in one place. Its social trading model sets it apart.

🔍 Key Features:

  • Copy Trading: Follow successful traders and replicate their trades
  • FCA-regulated in the UK
  • Crypto wallet included
  • Simple, mobile-first interface

✅ Best For:

  • Beginners who prefer passive strategies
  • Investors looking to diversify beyond crypto

While not known for deep analytics or on-chain insights, eToro pairs well with Token Metrics’ AI crypto trading research for smarter trade discovery and risk management.

5. Binance UK – Advanced Trading, Low Fees, Massive Token Selection

Despite regulatory scrutiny in prior years, Binance UK has adapted to meet local compliance standards and continues to be a dominant force in the trading ecosystem. It offers the widest variety of crypto pairs with the lowest fees among major exchanges.

🔍 Key Features:

  • GBP support with fast bank transfers
  • Deep liquidity and tight spreads
  • Futures, margin, and spot trading
  • Earn tools for staking, lending, and liquidity farming

✅ Best For:

  • Active traders
  • Altcoin hunters
  • Yield-seeking investors

Binance users can plug their trading into Token Metrics’ AI-powered coin ratings and signals to make data-backed decisions on entry and exit points.

Why Token Metrics + Your Favorite Exchange = Smart Trading

Each of the above platforms allows UK users to trade crypto, but none of them combine artificial intelligence, deep analytics, and actionable signals like Token Metrics does.

Pairing Token Metrics with your favorite UK exchange gives you the ultimate edge:

  • Discover moonshots before they trend
  • Use AI grades to filter coins based on fundamentals and momentum
  • Track social sentiment and on-chain spikes in real time
  • Set up custom alerts for your portfolio

Final Thoughts: Trade Smarter in the UK with AI in 2025

The UK crypto market is one of the most regulated and promising globally, with platforms like Coinbase, Kraken, and Binance making access seamless. But in 2025, it’s no longer enough to just buy and hold—you need smart tools, AI insights, and real-time data to stay competitive.

That’s why Token Metrics is the best crypto trading platform in the UK for traders who want an edge. Whether you're building a long-term portfolio or swing trading altcoins, the combination of AI, predictive analytics, and narrative tracking makes Token Metrics an indispensable part of any smart trader’s stack.

✅ Ready to level up your crypto trading?

Start your AI crypto trading journey today at www.tokenmetrics.com

Research

Top 10 Crypto Exchanges in the UK in 2025 | Best Crypto Trading Platforms

Token Metrics Team
8 min
MIN

Cryptocurrency adoption in the UK is booming. From retail investors to hedge funds, crypto is no longer just an experiment—it’s part of a diversified financial portfolio. But in this rapidly evolving space, smart traders know that picking the right tools and platforms is the key to staying ahead.

Before we explore the best crypto trading exchanges in the UK, let’s look at the most important development in the crypto world—AI crypto trading. And there’s one platform leading that revolution: Token Metrics.

Token Metrics – The AI Crypto Trading Platform Changing the Game

While Token Metrics is not a cryptocurrency exchange, it has emerged as the best crypto trading platform in 2025 for UK investors and traders who want to trade smarter—not harder.

Token Metrics empowers users with AI-driven insights, predictive analytics, and cutting-edge data tools to identify the best crypto opportunities—before the rest of the market catches on.

🔍 Why Token Metrics Stands Out:

  • AI-Powered Ratings: Each token is scored by proprietary machine learning models across technical, fundamental, and sentiment metrics.
  • Bullish/Bearish Signal Alerts: AI alerts when a token shows early signs of momentum or reversal—perfect for timing entries and exits.
  • Moonshot Reports: Exclusive weekly research highlighting potential 10x–100x altcoins, vetted by AI and analysts.
  • Indices & Portfolios: Build thematic or risk-adjusted portfolios using automated AI indices for DeFi, AI, L2s, and more.
  • On-Chain + Social Metrics: Discover low-cap gems by tracking whale wallet activity, social buzz, DEX listings, and more.

💡 Bottom Line: Token Metrics doesn’t execute trades—but it helps you decide what to trade, when to trade, and why. Use it alongside any UK-compliant exchange for maximum edge in your trading strategy.

Understanding Crypto Before You Trade

What Are Cryptocurrencies?

Cryptocurrencies are digital assets built on blockchain technology. They use encryption to secure transactions, verify ownership, and eliminate the need for banks or central authorities. Examples include:

  • Bitcoin (BTC) – The original store of value
  • Ethereum (ETH) – Smart contracts and dApps
  • Solana (SOL), Polygon (MATIC) – High-speed chains
  • Meme coins, AI tokens, DeFi tokens – Specialized thematic plays

What Types of Crypto Trading Are There?

1. Spot Trading

Buying/selling crypto directly at current market prices. Simple and most widely used.

2. Margin Trading

Borrowing funds to trade larger amounts. Higher risk, higher reward.

3. Futures & Derivatives

Trading contracts that speculate on price movement without owning the asset.

4. Copy Trading

Follow and replicate the trades of pro traders or algorithms.

5. AI Crypto Trading

Using platforms like Token Metrics to leverage predictive AI models for smarter decisions.

Types of Crypto Trading Platforms

🏦 Centralized Exchanges (CEX)

Platforms like Coinbase, Binance, and Kraken that offer easy fiat access, trading dashboards, and custody.

🔄 Decentralized Exchanges (DEX)

Platforms like Uniswap, where you retain custody of assets and trade peer-to-peer.

🧠 Research-Driven Platforms (like Token Metrics)

Offer AI tools, analytics, and predictive insights—but don’t hold funds or execute trades directly.

Top 10 Crypto Exchanges in the UK in 2025

1. Binance UK

Still the largest exchange by volume, Binance offers UK users an FCA-compliant experience, GBP on-ramps, and access to a wide range of tokens.

Best For: Altcoin traders, low fees
Highlight: Advanced charts, staking, futures, and Launchpad access

2. Coinbase UK

One of the most beginner-friendly platforms, Coinbase remains popular in the UK for its ease of use and trusted reputation.

Best For: Beginners, long-term investors
Highlight: Clean mobile app, FCA-regulated, secure cold storage

3. Kraken

Trusted globally, Kraken offers advanced tools for pro traders, plus staking and futures. Fully operational in the UK.

Best For: Intermediate to advanced traders
Highlight: Strong security and deep liquidity

4. Bitstamp

A European favorite with strong UK adoption, Bitstamp delivers a solid spot trading experience with a clean interface and high compliance standards.

Best For: Conservative investors, fiat pairs
Highlight: Transparent fee structure and institutional API access

5. Gemini

Founded by the Winklevoss twins, Gemini UK is known for its high security standards and regulatory compliance. It supports GBP deposits and insurance-backed wallets.

Best For: Safety-first traders
Highlight: Secure vaults, mobile-first UX

6. eToro

eToro mixes crypto with stocks, commodities, and social trading. It’s regulated in the UK and offers a unique copy trading feature.

Best For: Passive investors, social traders
Highlight: Copy top crypto traders and track performance

7. OKX

With a growing UK presence, OKX is gaining favor for its low fees, wide token selection, and powerful trading suite.

Best For: Futures, DeFi integrations
Highlight: Dual-mode trading—CEX and DEX options

8. Bitget

Bitget is quickly becoming a go-to platform for futures trading and copy trading. It has expanded its services to be compliant with UK standards.

Best For: Derivatives and social trading
Highlight: Intuitive futures interface, low latency execution

9. Luno

Luno is a beginner-friendly cryptocurrency exchange operating under FCA registration in the UK. It supports GBP deposits and offers a smooth mobile app experience ideal for new users looking to buy their first Bitcoin or Ethereum.

✅ Best For: First-time crypto investors
⚡ Highlight: Easy interface, auto-buy options, strong regulatory posture in the UK

10. Zumo

A UK-born platform, Zumo focuses on sustainability, regulatory compliance, and mobile-first investing. It allows GBP deposits and offers a simple experience for UK users.

Best For: Beginners and green investors
Highlight: Carbon-neutral platform and local support

Which Exchange Should You Choose?

  • For Beginners: Coinbase, Zumo, Gemini
  • For Altcoin Access: Binance, OKX
  • For Futures: Bitget, Kraken
  • For Social Trading: eToro
  • For Eco-conscious Trading: Zumo
  • For Institutional Tools: Bitstamp, Kraken
  • And for Smart Research: Combine any of the above with Token Metrics

FAQs

Q: Can I use Token Metrics with my exchange?
Absolutely. Token Metrics helps you analyze what to trade. You can execute on any exchange listed above.

Q: Is crypto trading legal in the UK?
Yes, as long as it’s done through FCA-compliant platforms. Tax laws apply.

Q: What fees should I expect?
Centralized exchanges charge trading fees (0.1%–0.5%) and possibly withdrawal or conversion fees.

Q: Is AI crypto trading reliable?
Yes, when paired with due diligence. Token Metrics uses AI to provide data-driven insights, not financial advice.

Conclusion

The UK crypto trading scene in 2025 is more mature, regulated, and accessible than ever before. Choosing the best crypto trading exchanges is only part of the equation. To truly succeed in this fast-moving market, you need tools that help you trade smarter.

That’s where AI crypto trading platforms like Token Metrics come in. Combine a regulated exchange with AI-powered analysis, and you’ll give yourself the edge every trader dreams of.

Start trading smarter today.

👉 Explore Token Metrics – The future of crypto investing, powered by AI

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