How to build a RAG Agent with MindsDB

What this episode covers

In this episode, Jonny and Tarik show how to build a fully functioning RAG-based AI agent using MindsDB, turning internal data from Postgres, Slack, or Google Drive into a queryable knowledge base powered by semantic search.You’ll see how to:Convert internal documents into a semantic knowledge baseMake Google Drive & Slack data queryable in minutesBuild a custom AI Agent on top of your knowledge basesRun MindsDB locally with DockerUse SQL to configure agents, connectors, and knowledge basesExpose your agent through a simple API for app integrationWe also touch on:Chunking & embedding strategiesLocal vs. cloud LLMsHow MindsDB compares to full ETL approaches

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Frequently Asked Questions

How long is this episode of Technology Explorations in Data?

This episode is 20 minutes long.

When was this Technology Explorations in Data episode published?

This episode was published on February 26, 2026.

What is this episode about?

In this episode, Jonny and Tarik show how to build a fully functioning RAG-based AI agent using MindsDB, turning internal data from Postgres, Slack, or Google Drive into a queryable knowledge base powered by semantic search.You’ll see how to:Convert...

Can I download this Technology Explorations in Data episode?

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