Unlock MindsDB Knowledge Base: Build RAG Pipelines and Data Agents with SQL

This article walks through MindsDB’s Knowledge Base feature, showing how to map data sources, create vector indexes, perform semantic search, combine multiple sources with SQL joins, automate updates via jobs, and construct powerful RAG pipelines and Data Agents for AI‑driven query answering.

AIData AgentMindsDB

0 likes · 14 min read

Unlock MindsDB Knowledge Base: Build RAG Pipelines and Data Agents with SQL

AI Large Model Application Practice

Sep 23, 2025 · Artificial Intelligence

How MindsDB Turns Any Data Source into an AI‑Powered Query Engine

This article walks through installing MindsDB, configuring its unified data access layer, and demonstrates how to query across relational databases, files, and vector stores while injecting AI models—including traditional ML, LLMs, and embedding models—directly into SQL for intelligent data retrieval and analysis.

AI data integrationLLMMindsDB

0 likes · 16 min read

How MindsDB Turns Any Data Source into an AI‑Powered Query Engine

NetEase LeiHuo UX Big Data Technology

Jan 9, 2024 · Artificial Intelligence

Accelerating Recommendation System Development with MindsDB

The article explains how the data team adopted the open‑source machine‑learning platform MindsDB to simplify data integration, enable SQL‑based model training and inference, manage model versions, and dramatically shorten recommendation system development cycles, achieving up to 30% efficiency gains.

Data IntegrationMindsDBModel Management

0 likes · 5 min read

Accelerating Recommendation System Development with MindsDB