AWS Web3 Blog

Category: Analytics

Building Personalized Web3 Experiences with ❜embed’s AI Recommendation Platform on AWS

The decentralized web has unlocked significant opportunities for user-owned digital experiences, with Web3 applications built on public blockchains (onchain) processing billions of dollars in daily transaction volume across thousands of protocols. However, despite this rapid growth, most Web3 platforms still rely on rudimentary content discovery mechanisms—chronological feeds, basic search, and manual curation—don’t utilize the rich behavioral […]

Building a blockchain indexer on AWS

Decentralized finance (DeFi) trading decisions require blockchain pricing and liquidity data. However, direct blockchain node queries are inefficient and resource-intensive creating a bottleneck for timely decision-making. Blockchains are not optimized for efficient data queries, with data being stored sequentially (block by block). Retrieving specific information often requires scanning the entire blockchain. Indexers offer a solution to […]

Analyze blockchain data with natural language using Amazon Bedrock

Data within public blockchain networks such as Bitcoin and Ethereum can be accessed by anyone. However, accessing and making sense of this information has traditionally been a complex and technical undertaking. Much of the data is encoded and stored as bytes, rather than in a human-readable format. In this post, we introduce a solution that demonstrates how you can chat with blockchain data using Amazon Bedrock and the AWS Public Blockchain datasets. We discuss Amazon Bedrock, review the solution architecture, provide example prompts, share interesting findings, and go over how you can extend the solution to integrate with different data sources.

Visualize Ethereum ERC20 token data using Amazon Managed Blockchain Query and Amazon QuickSight

Businesses such as Paxos that issue stablecoin USD tokens want to find a way to identify common token metrics such as top holders, daily active users, daily volume, total number of holders, latest transfers, top Decentralized Finance (DeFi) protocols the tokens have been used on, and more. With Amazon Managed Blockchain (AMB) Query and Amazon […]

Access Bitcoin and Ethereum open datasets for cross-chain analytics

In this post, we share an open-source solution for running cross-chain analytics on public blockchain data along with public datasets for Bitcoin and Ethereum available through AWS Open Data. These datasets are still experimental and are not recommended for production workloads. You can find the open-source project on GitHub here and the public blockchain datasets […]