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mindsdbAI Data Vault - A query engine for AI Agents to securely query data from any datasource

AI Data Vault - A query engine for AI Agents to securely query data from any datasource

39,055 stars
6,191 forks
Python
NOASSERTION
agents
ai
analytics
artificial-inteligence
bigquery
business-intelligence
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mindsdb

MindsDB is an AI Data Vault and query engine that enables AI agents to securely access and query data from 200+ datasources without ETL. It provides a unified SQL interface for conversational analytics, semantic search, and autonomous reasoning across structured and unstructured data.

Key Features

  • Universal Data Access : Connect to 200+ live data sources including databases, APIs, and SaaS platforms through a single SQL dialect
  • Knowledge Base Integration : Fuse structured tables with vectorized data (documents, PDFs, text) for semantic search and hybrid queries
  • AI Agent Framework : Deploy autonomous agents that blend and retrieve data across your entire stack to produce grounded, accurate answers

Use Cases

  • Conversational Analytics : Enable natural language queries on live enterprise data to get precise, data-driven answers without manual ETL
  • Semantic Search : Ground LLM responses in internal knowledge by searching across documents, support tickets, and unstructured sources
  • Autonomous Workflows : Build agents that combine data retrieval, API calls, and reasoning to automate complex business processes

Who Is It For

MindsDB is designed for data engineers, AI developers, and enterprises looking to build intelligent agents that can access live data across their entire stack. It's ideal for organizations that need to combine multiple datasources without ETL pipelines and want to enable AI-driven analytics and automation.

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