Deep Dive Knowledge Bases: How to Blend Hybrid Retrieval with Structured Data

July 16, 2025 - 10AM PT (1 hour)

Level up from “hello world” to production-grade. In this live, developer-first deep-dive, Andriy Burkov and Alejandro Cantu take MindsDB’s open-source Knowledge Bases beyond the basics—showing you how to tailor everything from chunking rules to ranking strategies, blend vector and keyword retrieval for pinpoint accuracy, and query relational tables the same way you query text.


We’ll crack open a real database, wire up a Knowledge Base in one SQL command, then live-tune it to handle both unstructured docs and structured rows—returning answers you can trace back to exact records.

Register now for access to the webinar
Register now for access to the webinar
Register now for access to the webinar
Register now for access to the webinar
Register now for access to the webinar

Deep Dive Knowledge Bases: How to Blend Hybrid Retrieval with Structured Data

July 16, 2025 - 10AM PT (1 hour)

Level up from “hello world” to production-grade. In this live, developer-first deep-dive, Andriy Burkov and Alejandro Cantu take MindsDB’s open-source Knowledge Bases beyond the basics—showing you how to tailor everything from chunking rules to ranking strategies, blend vector and keyword retrieval for pinpoint accuracy, and query relational tables the same way you query text.


We’ll crack open a real database, wire up a Knowledge Base in one SQL command, then live-tune it to handle both unstructured docs and structured rows—returning answers you can trace back to exact records.

Register now for access to the webinar

Deep Dive Knowledge Bases: How to Blend Hybrid Retrieval with Structured Data

July 16, 2025 - 10AM PT (1 hour)

Level up from “hello world” to production-grade. In this live, developer-first deep-dive, Andriy Burkov and Alejandro Cantu take MindsDB’s open-source Knowledge Bases beyond the basics—showing you how to tailor everything from chunking rules to ranking strategies, blend vector and keyword retrieval for pinpoint accuracy, and query relational tables the same way you query text.


We’ll crack open a real database, wire up a Knowledge Base in one SQL command, then live-tune it to handle both unstructured docs and structured rows—returning answers you can trace back to exact records.

Register now for access to the webinar
By attending this session, you'll learn how to:

  • Customize end-to-end—override chunk sizes, embedding models, ranking weights, and more.

  • Query structured data—ask natural-language questions over your tables and get row-level citations.

  • Debug with transparency—inspect retrieval scores, traces, and explainers in real time.

  • Ship to production—clone the notebook, swap in your data, and deploy advanced semantic + SQL search inside your existing workflows—no external vector store or ML ops needed.

Speakers

Andriy Burkov, Ph.D.

Author, The Hundred‑Page Machine Learning Book & The Hundred‑Page Language Models Book

Andriy is a 20‑year machine‑learning veteran who has led dozens of AI projects at Gartner, Fujitsu and TalentNeuron.

Alejandro Cantu

AI Product Manager, MindsDB

Alejandro drives product strategy that helps organizations connect AI to existing data for real‑time insights, drawing on prior experience at Google and as a tech founder.

Start Building with MindsDB Today

Power your AI strategy with the leading AI data solution.

© 2025 All rights reserved by MindsDB.

Start Building with MindsDB Today

Power your AI strategy with the leading AI data solution.

© 2025 All rights reserved by MindsDB.

Start Building with MindsDB Today

Power your AI strategy with the leading AI data solution.

© 2025 All rights reserved by MindsDB.

Start Building with MindsDB Today

Power your AI strategy with the leading AI data solution.

© 2025 All rights reserved by MindsDB.

Start Building with MindsDB Today

Power your AI strategy with the leading AI data solution.

© 2025 All rights reserved by MindsDB.

Start Building with MindsDB Today

Power your AI strategy with the leading AI data solution.

© 2025 All rights reserved by MindsDB.

Start Building with MindsDB Today

Power your AI strategy with the leading AI data solution.

© 2025 All rights reserved by MindsDB.