AI Studio
AI Studio
DataDios AI Studio offers a text-based interface to interact with any data source, eliminating the need for users to know various SQL syntaxes. Additionally, DataDios AI Studio automatically generates rich visual interfaces for queried data, which can be exported or emailed.
Universal Semantic Search
Universal Semantic Search
The DataDios platform provides a universal full-text and semantic search capability, enabling searches across metadata, governance data, data quality rules, and performance data.
Workload Analyzer
Workload Analyzer
Access all your data in one location and use an intuitive text-based chatbot to answer all your data-related questions.
SmartDiff
SmartDiff
SmartDiff ensures an easy, efficient, and secure way to validate migrated data across private and public cloud platforms. DataDios SmartDiff is built on Root Cause Analysis, Clustering and Data Transformation architecture enables automated Data Validation Post Migrations, Cause analysis and revealing the patterns.
Data Explorer
Data Explorer
Connect to any supported data source, and DataDios Data Explorer will instantly visualize metadata, operational data, governance data, and performance data—all in one place.
Metadata Synchronization
Metadata Synchronization
Metadata synchronization is important in distributed computing environments where data is stored and processed across multiple systems or in cutting edge technologies . In such environments, ensuring consistent metadata across all nodes is essential for enabling efficient data access, querying, and processing.
Meta Vision
Meta Vision
Connects instantly to any data source using the in-built data source implementation support. Works well with any database schema and connects using well defined REST API web services. Capable of Data Exploration, Data Migration and Data Synchronization from a single UI.
Data Quality Dashboard
Data Quality Dashboard
Simply export the data from any data source in seconds. Users get the option to export as PDFs, Excel spreadsheets or CSV.
AI Studio Icon
AI Studio
AI Studio is a tool that enables users to create database-specific SQL queries from text queries using any LLM model in their collection.
LLM models, such as the OpenAI GPT model, can be stored in the Datasource section just like any other datasource. Objects related to each model can be viewed in this section. Any LLM model from this collection can be used on the go within AI Studio.
How It Works

AI chat session

Users can switch to text-based queries in the editor to start an AI chat session.

Querying

A natural language text-based query can be free to the AI to generate well-formed SQL query.

Query execution

The generated SQL query can be edited and executed to perform the desired operation.

Results

After executing the query, results are displayed in the results section with multi-visualisation representation capabilities.

Benefits

Customization and Flexibility

Provides the flexibility to utilize the required LLM model without concerns about data privacy and cost. Additionally, users can switch between datasources on the go without losing the query and chat session.

Datasource specific

Queries are highly specific to the selected datasource, minimizing the need for syntax modifications.

Metadata inclusion

Queries are more precise as the LLM model utilizes the metadata from the datasource.

Follow up

Users can ask follow-up questions without needing to provide context from previous queries.

Features

Customization and Flexibility

Users can select any supported datasource and LLM model from their collection.

Datasource specific

AI-generated queries are tailored for the specific datasource selected.

Metadata inclusion

Metadata from the datasource is used to generate more accurate queries.

Follow up

Follow-up questions are supported in chat sessions.

Frequently Asked Questions
What is AI Studio in the DataDios Platform?

AI Studio is a DataDios tool that turns natural language text queries into database-specific SQL queries using any LLM model in your collection. It lets users chat with their data, generate SQL, run it, and view results in a graphical interface without needing to write complex SQL by hand.

How does AI Studio work?
How are LLM models used inside AI Studio?
Who should use AI Studio?
How does metadata improve query accuracy in AI Studio?
How does AI Studio generate datasource-specific SQL queries?
What are the benefits of using AI Studio for data teams?
How does AI Studio handle data privacy and cost concerns?
Can AI Studio work with multiple datasources?
Can users ask follow-up questions in AI Studio?
How does AI Studio fit into the overall DataDios Platform?
What kind of results does AI Studio display after executing a query?