🦸
Hero Paper
  • 🦸Hero Core
    • Make Smarter Crypto Decisions
    • The Hero
    • The Why
    • The Vision, Mission & Values
    • Disclaimer
  • 🛡️THE HERO ECOSYSTEM
    • Key Components of the Hero Ecosystem
    • Hero AI Search
      • Underlying Technology - Apta
      • Application Examples
    • Hero Wallet
      • Key Features
    • Hero Pay
      • Key Features
    • Hero Market
      • Key Features
    • Hero Browser
      • Key Features
    • Hero Coin
    • Hero ID
      • Key Features
  • 🎯THE OPPORTUNITY
    • Advanced Crypto Analytics For All
    • Crypto Advertising
    • Hero Ad Network
    • Search and Earn
      • Proven Success Models
      • Economic Analysis of Reward Advertising
  • ⚙️TECH STACK
    • Apta Technical Report
    • Tech Video Library
    • Data Engineering System Architecture
    • Smart Contracts
    • Security & Audits
  • 🪙TOKENOMICS
    • Tokenomics Framework
      • Key Features
      • Tokenomics and Utility
      • SWOT Analysis
      • Challenges and Solutions
      • Hero DAO
      • Conclusions on the Tokenomics
  • 👥THE TEAM
    • The Heroes
    • Team Bios
  • 🚀THE ROADMAP
    • Hero’s Journey
  • 📚MISCELLANEOUS
    • Official Links
    • Brand and Marketing Kit
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  1. THE HERO ECOSYSTEM

Hero AI Search

Enhanced AI-Powered Search Capabilities

PreviousKey Components of the Hero EcosystemNextUnderlying Technology - Apta

Last updated 8 months ago

Hero AI Search stands out as a superior alternative to traditional search engines and chat models like ChatGPT due to its advanced capabilities specifically designed to serve the crypto and web3 market. In addition to that, Hero AI Search provides AI co-pilot functionality, which offers complex data analytics, actionable insights, and predictions.

Hero AI Search is built in a joint venture with the Cambridge University spin-off AI company Apta, which provides its powerful AI platform.



Hero AI Search uses advanced contextual intelligence, enabling it to perform reasoning for more accurate responses compared to models like ChatGPT and Gemini, which rely on next-token prediction. This reasoning ability is powered by a collection of proprietary and specialized AI models, or "experts" designed for bespoke tasks, offering robust, advanced-level insights.

Unlike ChatGPT, which relies on a fixed dataset and may struggle with real-time updates, multi-step reasoning, and handling data types beyond unstructured text, Hero AI Search employs a dynamic "Agentic Flow" architecture. In this setup, complex reasoning is handled by a suite of specialized AI "experts" that access continuously updated data sources, ensuring the most current and relevant responses. This approach is especially valuable in fast-changing fields, where up-to-date information is critical, and for complex tasks requiring multiple logical steps and the ability to process diverse data types.

In agentic flow, a large language model is used only as the ‘ears’ and the ‘mouth’ of the system, to understand the user intent when they ask a question and to formulate an answer into a conversational response at the end. The cognitive heavy lifting and reasoning is done by a collection of models or “experts’ that are specialized for particular tasks. Apta has built a selection of over 20 AI expert models to handle user queries in the crypto and Web3 domains. Apta's IP lies in their advanced methods for efficient interface between the LLM and each respective AI expert model through sophisticated task decomposition, prompt routing, and expert chaining. This enables several expert models to be coordinated through chat to analyze and respond to queries, providing more comprehensive and robust insights.

Finally, Hero AI Search has the ability to access Hero.io's proprietary data sets assembled over the course of 1.5 years, enabling it to deliver unparalleled results.

This complex system allows Hero AI Search to tap into a variety of static and dynamic data sources, offering unique insights that are difficult to gather individually. The responses are deep and accurate, making Hero AI Search the go-to tool for users seeking accurate, actionable insights in real-time.


Hero AI Search & co-pilot features:

  • On-chain Data: Query on-chain data with natural language

  • Chart Analytics Expert: Identify bullish and bearish patterns of a coin based on a range of financial indicators

  • Sentiment Analysis: Get a real-time sentiment analysis of thousands of coins

  • Market data: Ask for advanced quantitative information and background information for crypto tokens

  • News analysis: Summarises the most important and recent updates for each individual token and tracks media sentiment evolution

  • Health score: identifies the probability of new coins being healthy or rug pulls

  • Influencer Validation (coming soon): Examine the performance of the coins promoted in the past

  • Fraud Protection (coming soon): Get the project's health score; examine smart contract vulnerabilities

  • Chat-to-Trade (V2 of Hero AI Search and co-pilot): allows to trade like a professional via chat with natural language queries

  • And much more

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