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MindsDB

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Database Management
Developer Tools
Data Science & ML

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

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

01Integrate with vector databases.
02Connect to various data sources including databases, SaaS applications, and data warehouses.
03Build autonomous RAG systems using Knowledge Bases.
0427,588 GitHub stars
05Create custom or automated embedding models.
06Search for information via SQL or a Python SDK.

Use Cases

01Answering questions from structured and unstructured data.
02Building AI applications that can interact with messy enterprise data sources.
03Creating a knowledge base from various data sources for AI-powered search.