Crypto Insight Agent with Advanced Data Interaction Capabilities #15
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added 9 commits
December 7, 2024 20:01
…contract class - Implement methods in IPFSDataStorage to retrieve IPFS hashes for various categories of cryptocurrency data, including historical, regulatory, social sentiment, top cryptocurrencies, real, and recent data. - Introduce a method to build transactions for updating comprehensive crypto insights directly on the blockchain using Ethereum's smart contract functionalities. - Each method now includes detailed docstrings that explain their purpose, arguments, and return values, enhancing clarity and maintainability of the code. - The methods utilize EthereumApi from the AEA framework to interact with the smart contract deployed on Ethereum, facilitating robust and secure data retrievals and updates. These enhancements aim to streamline the process of fetching and managing decentralized data for cryptocurrency analytics platforms, integrating blockchain technology more deeply into the system's data flow and storage mechanisms. Related work items: [insert issue or task numbers related to this commit]
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Overview
This Pull Request introduces a significant upgrade to our blockchain analytics capabilities through the implementation of a new ABcI (Autonomous Blockchain-based Collective Intelligence) application named
token_data_collection_abci. This application is designed to enhance our platform's ability to gather, analyze, and act upon diverse cryptocurrency data streams.Key Components and Changes
New FSM Application:
token_data_collection_abciWe have developed a new FSM application to handle complex data collection and insight generation tasks associated with various aspects of cryptocurrency markets. This application is structured to facilitate robust and scalable interactions with blockchain data.
New Behaviors and Rounds
The application includes a series of new behaviors and rounds, each tailored to specific aspects of cryptocurrency data handling:
Behaviors:
HistoricalDataCollectionBehaviourComprehensiveCryptoInsightsBehaviourCryptoTxPreparationBehaviourRealTimeDataStreamingBehaviourRecentDataCollectionBehaviourTopCryptoListDataCollectionBehaviourThese behaviors are designed to initiate and manage data collection processes, interact with blockchain technologies, and prepare data for analytical processing.
Rounds:
TopCryptoListDataCollectionRoundHistoricalDataCollectionRoundRecentDataCollectionRoundRealTimeDataStreamingRoundComprehensiveCryptoInsightsRoundCryptoTxPreparationRoundEach round is responsible for a specific segment of the data collection and analysis process, ensuring data integrity and timely execution of tasks.
New Payloads and Contract Integration
Payloads:
TopCryptoListDataCollectionPayloadHistoricalDataCollectionPayloadRecentDataCollectionPayloadRealTimeDataStreamingPayloadComprehensiveCryptoInsightsPayloadCryptoTxPreparationPayloadThese payloads are used to encapsulate data as it moves between rounds and behaviors within the FSM, ensuring data encapsulation and security.
Smart Contract:
IPFSDataStorageIPFSDataStorage, has been developed and integrated into the application to facilitate the storage and retrieval of IPFS hashes related to cryptocurrency data. This contract enhances our ability to maintain decentralized, tamper-resistant data storage solutions.Documentation and Testing
Implications
The
token_data_collection_abciapplication dramatically enhances our platform's capabilities in processing and analyzing cryptocurrency data. By leveraging advanced FSM structures, we can now handle more complex data types, interact more effectively with blockchain technologies, and provide deeper insights into cryptocurrency markets.Next Steps
Following the integration of these changes, further real-world testing will be conducted to ensure the system's robustness and to refine our analytical models based on live data feedback.
Note: Please review the extensive changes and provide feedback on the implementation and integration aspects. Feel free to raise any concerns or suggestions to enhance the functionality further.