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Ingesting Data With Big Query Notebook

Ingesting Data With Big Query Notebook

ingesting-data-with-big-queryopenai-chatgptlangchain-pythonchatgptgenaielasticsearchelasticopenaiAIchatlogvectordatabasePythonsearchgenaistacksupporting-blog-contentvectorelasticsearch-labslangchainapplications

Ingesting data with BigQuery

This notebook demonstrates how to consume data contained in BigQuery and index it into Elasticsearch. This notebook is based on the article Ingesting data with BigQuery.

Installing dependencies and importing packages

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Declaring variables

This code will create inputs where you can enter your credentials. Here you can learn how to retrieve your Elasticsearch credentials: Finding Your Cloud ID.

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Instance a Elasticsearch client

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Creating mappings

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Getting data from BigQuery

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Indexing to Elasticsearch

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Searching data

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Deleting

Finally, we can delete the resources used to prevent them from consuming resources.

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