Enhanced Integrations

[Akshatsoni005]

Short description and motivation for the proposed feature

Data Sources Integration:
MindsDB seamlessly integrates with various data sources, including traditional databases and data behind APIs. When you query a data source, MindsDB forwards the query in real-time to the original data source. It excels at translating SQL to other query dialects1.
Benefits:
Unified Deployment: No need for custom, complex data pipelines or separate systems for AI/ML deployment.
Automated Workflows: MindsDB automates the entire AI workflow based on time-based or event-based triggers2.
AI/ML Frameworks Integration:
MindsDB supports a wide range of AI/ML modeling possibilities, from Generative AI to traditional ML and AutoML. You can create, train, and deploy models within the MindsDB ecosystem using data from connected sources1.
Considerations:
Model Selection: Enhance the framework’s model selection capabilities.
Hyperparameter Tuning: Provide automated hyperparameter tuning.
Feature Engineering: Explore automated feature engineering options.
Community Contributions:
MindsDB’s community welcomes contributions. If you’re interested, you can even create new handler integrations into the MindsDB codebase. This collaborative spirit drives continuous improvement and innovation

Video or screenshots

No response

Describe some possible solutions

No response

Anything else?

No response

[ZoranPandovski]

Please make sure you provide all informations when opening an issue/enhancment