Analyze blockchain data with natural language using Amazon Bedrock

This article discusses a solution that enables natural language querying and analysis of blockchain data from the AWS Public Blockchain datasets using Amazon Bedrock. The key points are:

Specifically, the article covers:

• Benefits of using Amazon Bedrock's autonomous agents for natural language querying
• Overview of the solution architecture involving Amazon Bedrock, AWS Glue, Amazon Athena, AWS Lambda, and error handling
• Key components of the agent's instruction for query generation, error handling, result handling, and schema awareness
• Prerequisites and steps to deploy the solution using AWS CDK
• Testing the agent with sample prompts on Bitcoin and Ethereum data
• Observations from developing the solution, such as decoding coinbase messages and handling smart contract addresses
• Potential extensions using Amazon Managed Blockchain Query and The Graph for optimized data access and cross-chain analytics
• Conclusion highlighting the value of natural language querying for blockchain data