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MindsDB

Createdmindsdb

Build AI applications that can learn and answer questions over large-scale federated data sources using a federated query engine.

Github Repo

About

MindsDB is an open-source AI platform that acts as a query engine, allowing users to build AI applications capable of interacting with and learning from diverse data sources. It simplifies the process of connecting to various databases, SaaS applications, and data warehouses, enabling users to combine, slice, and transform data using standard SQL. With MindsDB, you can create Knowledge Bases – autonomous RAG systems – that digest data from any supported source, build custom or automated embedding models, and perform searches via SQL or a Python SDK.

Key Features

  • Integrate with vector databases.
  • Connect to various data sources including databases, SaaS applications, and data warehouses.
  • Build autonomous RAG systems using Knowledge Bases.
  • 27,588 GitHub stars
  • Create custom or automated embedding models.
  • Search for information via SQL or a Python SDK.

Use Cases

  • Answering questions from structured and unstructured data.
  • Building AI applications that can interact with messy enterprise data sources.
  • Creating a knowledge base from various data sources for AI-powered search.