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MindsDB
MindsDB

MindsDB

MindsDB offers a cutting-edge cloud platform for AI development, designed to help teams build AI-driven applications quickly and efficiently. By easily connecting databases with le..
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Product Information

Description

MindsDB offers a cutting-edge cloud platform for AI development, designed to help teams build AI-driven applications quickly and efficiently. By easily connecting databases with leading AI frameworks, MindsDB simplifies using machine learning in end-user applications. This allows teams to significantly improve their skills in developing and managing AI/ML applications, truly boosting their capabilities.

How to use

Using MindsDB is simple. Just follow these steps: 1. Connect your database: MindsDB integrates smoothly with over 100 data sources, letting you link your data to a wide range of advanced ML and LLMs. 2. Develop AI applications: MindsDB treats LLMs, time series, regression, and classification models as virtual tables (AI-Tables). You can work with these AI-Tables using familiar SQL commands, making it easier to build and automate AI applications. 3. Automate workflows: MindsDB lets you orchestrate workflows that trigger based on specific conditions or events, helping you automate tasks and improve your AI processes. 4. Deploy and manage AI logic: After training your models, MindsDB simplifies deploying and managing AI logic directly within your applications. You can publish your AI Agent without needing any infrastructure setup.

Useful cases

Real-time R&D for quickly prototyping and assessing AI Agents and ML workflows. Build recommendation systems for in-app suggestions based on usage. Use classification and regression to automate categorization and predictions. Go from prototype to production instantly, with no infrastructure setup needed. Forecast future behaviors. Create chatbots and smart assistants for messaging platforms.

Core features

  • Connects with over 100 data sources easily. Works perfectly with all major Cloud Service Providers. It's an open-source project with a strong community of contributors. Interact with AI Tables using SQL. Automate your data transformations using DBT. Plenty of documentation and code samples are available. Improves your data with quick predictions and helpful explanations. Collaborates well with business intelligence tools. Train and retrain ML models with ease. Represents LLMs, regression, time series, and classification as AI Tables. Partnered with Intel® Distribution of OpenVINO™ Toolkit and Intel® Partner Alliance. Automate workflows based on specific conditions or events.
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