Overview

This project integrates AI agents with blockchain technology on the Sonic Blaze network. The system enables nodes to register and submit price data, while a smart contract performs computations to determine the final price. Nodes submitting values outside a 5% tolerance zone are penalized, while those within the range are rewarded with ERC-20 tokens. Users who wish to access the price feeds must subscribe for a monthly fee.

The frontend provides an interface for nodes to analyze their performance and includes a chatbot powered by ML models to process user queries. The chatbot enables users to perform operations such as redeeming rewards, staking, unstaking tokens, retrieving current prices, and predicting future prices.

API Documentation

Endpoint: /query

Method: POST

Description:

This endpoint processes user queries related to cryptocurrency and executes different actions based on the detected intent.

Features:

• Intent Classification: Uses facebook/bart-large-mnli to classify queries into categories:
  • price
  • sentiment
  • prediction
  • news
  • staking
  • unstake
  • reward
• Cryptocurrency Price Retrieval: Fetches the current price of Sonic.
• Market Sentiment Analysis: Determines sentiment trends based on the input query.
• Price Prediction: Uses historical data to predict future price trends.
• News Analysis: Analyzes news impact on cryptocurrency.
• Staking System:
  • Allows users to stake a specified amount.
  • Provides priority points for better yields.
  • Returns a message confirming the staking status.
• Unstaking System:
  • Enables users to unstake tokens they have previously staked.
  • Provides details on the unstaked amount.
• Reward System:
  • Mints reward tokens for users based on input.
  • Retrieves total token count if no specific amount is mentioned.
  • Returns confirmation of minted tokens.
• Subscription System:
  • Users must subscribe to access price feeds.
  • Monthly subscription fee required.