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Cover image for Blockchain Analytics: Exploring Ethereum Data with BigQuery, RAG, and AI
Gary Zavaleta
Gary Zavaleta

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Blockchain Analytics: Exploring Ethereum Data with BigQuery, RAG, and AI

Hey everyone!

Sharing my latest project, a Google BigQuery + Ethereum RAG pipeline that integrates machine learning and AI capabilities for on-chain data exploration.

The idea is to make Ethereum blockchain analytics more intelligent, by combining:

  • Google BigQuery’s Ethereum dataset
  • Retrieval-Augmented Generation (RAG)
  • LLM-assisted SQL generation and embeddings

It is designed for Blockchain Analytics developers, researchers, and data scientists who want to run natural language blockchain queries, detect anomalies, and even power AI-driven dashboards.

Check it out here: https://github.com/garyzava/bigq-ethereum-rag

Would love your feedback, suggestions, or collaboration ideas! Feel free to ⭐ the repo if you find it useful.

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