AI Analytics Platform
39.0k 2026-04-13
mindsdb/mindsdb
MindsDB is an open-source AI analytics query engine that enables AI agents to directly query and analyze live data from various sources without ETL, facilitating natural language interaction and semantic search.
Core Features
Conversational Analytics Agents: Get precise, data-driven answers using natural language.
Semantic Search Agents: Ground LLM responses in internal knowledge, search unstructured data.
Universal Data Access: Connect to 200+ live data sources (databases, applications, files).
Dynamic Context Engine: Unify structured and vectorized data into a Knowledge Base.
Autonomous Reasoning: Deploy agents that blend and retrieve data for grounded answers.
Detailed Introduction
MindsDB is a popular open-source query engine for AI analytics, powering AI agents that need to answer questions directly from databases, data warehouses, and applications, with no ETL required. It provides a unified SQL-compatible data language to connect to over 200 data sources, fuse structured and unstructured data into a dynamic knowledge base, and deploy autonomous agents. This enables natural language querying and semantic search across live enterprise data, simplifying the development of data-driven AI applications.