MindsDB AI SQL Server
MindsDB enhances SQL with AI Building Blocks for developers creating AI applications that need to be coupled to realtime data:
AI Tables: | One of MindsDB’s innovations is the ability to treat AI (MODELS, AGENTS, KNOWLEDGE BASES) as virtual tables that you can SELECT FROM, JOIN, and FINE-TUNE from any datasource using any AI-Engine. |
JOBS: | You can automate tasks in MindsDB, by scheduling any query, at whatever frequency or by using TRIGGERS. |
Datasources: | Connect any data to MindsDB, ths server then excels at translating SQL queries into requests that can access and combine data from a wide range of sources, including Databases, Applications, Vector stores, and much more. |
Why MindsDB?, because SQL is an effective declarative language for data manipulation, it’s also an ideal foundation for constructing data-centric AI.
Use Cases
Here are some AI/LLM use cases:
- Fine-Tune
- Knowledge bases
- Agents
- Chatbots
- Classification
- Sentiment Analysis
- Summarisation
- Translation
- RAG/Semantic Search
- Q&A
You can use MindsDB for the following Machine Learning use cases:
And for the following multi-media use cases:
You can use one of MindsDB’s AutoMLs or you can bring your own, pre-trained model.
Sample AI Workflow
We can automate any workflow end-to-end using MindsDB’s Jobs command.
There are many tutorials that you can follow to see the full workflows in action.
For example: AI workflow featuring integrations with Binance (our data source), TimeGPT (our forecasting model), and Slack (where we’ll publish the outputs from the forecasting model). In this scenario, you can seamlessly retrieve real-time trading data from Binance, utilize it as input for a TimeGPT model to generate forecasts, and receive these forecasts as Slack notifications.
Check out the Use Cases section for more examples and tutorials.
FAQ/Tips
- What are the benefits of using Mindsdb
- How to contrinute/join to the MindsDB project?
- What is MindsDB? by Gloria Okeke E.J
- How to get started with it? by Hritik Dangi
- Video guide on Video: What is MindsDB? by Alissa Troiano
- What is MindsDB | How to Get Started | A Cloud/AI Enabled Database by Arman Chand
- What is MindsDB and How to Get Started by Hritik Dangi
- What is MindsDB? uploaded on ExploringTech by Rutam Prita Mishra
- What is MindsDB - AI Database Prediction by Bhavesh Mishra
- What is MindsDB ? by Syed Zubeen