MindsDB is an AI automation platform connecting data sources to LLMs & ML models for automated predictions. Use SQL to query. Plug predictions into apps and workflows. Unified interface streamlines building & running AI applications at scale.
MindsDB is an end-to-end AI automation platform that makes it dramatically simpler to connect enterprise data sources to state-of-the-art machine learning and large language models (LLMs) in order to build robust AI-based applications.
🎯 Unified interface - Analyze data and run predictions via SQL
⚡️ 130+ integrations - Connect to databases, warehouses, streaming sources
🤖 Auto-generate models tailored to your data
⏰ Event-driven automation - Trigger model retraining, get live predictions
📊 Built-in monitoring and explainability
- ⚡️MindsDB dramatically simplifies building end-to-end AI applications by providing a unified SQL interface to connect data sources to LLMs and classic ML models. Abstraction enables faster development.
- 🚀 The extensive library of 130+ native integrations into data stores and the ability to auto-generate tailored models accelerate prototyping ideas. Quick prototyping drives creativity.
- 🤖 Event-based automation features streamline taking prototypes to production-grade systems with minimal additional work by developers. Automation ensures reliability at scale.
- 🪄 Unified monitoring, explainability, and management capabilities help engineers maintain transparency and control as applications Handle more data. Responsible AI matters.
- 📈 Support for scaling computation and storage means data engineers don't need to worry about infrastructure constraints hampering the viability of AI systems. Scalability enables innovation.
In summary, by providing a simplified and complete platform for automating analysis and prediction workflows from edge to cloud, MindsDB empowers engineers to build impactful AI applications rapidly.
Whether you want to implement an NLP-based search engine, LLM-powered chatbot, demand forecasting model or any other AI application, MindsDB provides the glue needed to go from prototype to production rapidly.
With turnkey capabilities to connect data, models and outputs in automated workflows, MindsDB makes developing real-time, scalable AI systems intuitive for every developer.
- 👷🏽♀️ Builders: Jorge Torres, Adam Carrigan, Minura Punchihewa
- 👩🏽💼 Builders on LinkedIn: https://www.linkedin.com/in/torresjorge/, https://www.linkedin.com/in/carrigan/, https://www.linkedin.com/in/minurapunchihewa/
- 👩🏽🏭 Builders on X: https://twitter.com/torresjorgeml, https://twitter.com/AdamMCarrigan
- 💾 Used in XXX repositories
- 👩🏽💻 Contributors: 744
- 💫 GitHub Stars: 19k
- 🍴 Forks: 2.5k
- 👁️ Watch: 375
- 🪪 License:
- 🔗 Links: Below 👇🏽
- GitHub Repository: https://github.com/mindsdb/mindsdb
- Official Website: https://mindsdb.com/
- LinkedIn Page: https://www.linkedin.com/company/mindsdb/
- X Page: https://twitter.com/MindsDB
- Profile in The AI Engineer: https://github.com/theaiengineer/awesome-opensource-ai-engineering/blob/main/libraries/mindsdb.md
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