The Denodo AI Software Development Kit (SDK)

Enabling the Next Generation of GenAI and Agentic AI Applications

Generative AI Is Quickly Evolving—and So Are the Demands on Your Data

What began as simple prompt-response generation is now expanding into more advanced, agentic AI systems capable of reasoning and planning, and executing complex tasks. But the power of these AI systems depends entirely on the quality, accessibility, and trustworthiness of the data they consume.

The Denodo Platform provides a strong, scalable foundation for AI by unifying access to all enterprise data—without requiring replication and with full control. It applies a consistent semantic layer across sources, it provides built-in governance and security, and it delivers real-time, trusted data to power high-impact use cases like real-time decisioning, personalization, and automated compliance—all while keeping costs in check.

AI SDK Demo

The Denodo AI SDK

The Denodo AI SDK offers a unified, streamlined interface for accessing and combining data from multiple sources through the Denodo Platform. Its pre-built APIs abstract the complexity of connecting, transforming, and merging data, enabling developers to work with integrated datasets with minimal effort. The SDK also manages embedding and orchestration, automatically preparing information—enriched with Denodo’s technical and business metadata—for AI model consumption. This metadata is stored in a vector database, helping AI agents identify and retrieve the right data in real time. Built-in security and governance keep data access in compliance with organizational policies—without requiring manual intervention. This seamless integration reduces custom coding, accelerates AI development, and enhances the reliability of the solutions delivered. At the core of the AI SDK are three key capabilities:

Query RAG

Empowers users to ask natural language questions and get fast, accurate answers to fact-based queries—like what happened, when, or by how much—using real-time, governed data. It’s ideal for replacing manual reports and dashboards with an intuitive, conversational self-service way to access information.

DeepQuery

Tackles complex, open-ended questions that require reasoning, synthesis, or explanation—like understanding why something happened or identifying key drivers across systems. Delivers explainable, multi-step insights grounded in real-time data.

MCP Support

Enables seamless integration with any MCP-compliant client, enabling organizations to build and orchestrate multi-agent AI systems using open, interoperable standards. Supported by Denodo’s trusted data foundation, enterprises can easily enable natural language self-service across their data ecosystem.

Note: DeepQuery is currently available in private preview through our AI Accelerator Program. To experience its power firsthand, sign up now to participate.

Key Features of the Denodo AI SDK

Unified Semantic Layer Across All Data Sources

Applies consistent business meaning and rich metadata across distributed systems, enabling both users and AI models to find, understand, and use data—without requiring replication, and fostering trust in the data.

Federated Governance with Centralized Control

Enforces advanced security policies across all environments, while enabling AI solutions to safely access production data with full auditability and privacy safeguards.

Real-Time, Cost-Aware Data Delivery

Connects directly to live source systems, delivering up-to-date insights while avoiding the cost and complexity of full data replication or always-on pipelines.

Optimized for Modern AI Workflows

Supports both fact-based question answering with GenAI and complex, open-ended queries that require reasoning, planning, and synthesis—enabling advanced agentic AI systems.

Simplified Development with RESTful APIs

Encapsulates complex orchestration and data workflows into easy-to-use API calls, enabling developers—regardless of AI expertise—to quickly build modern agents and chatbots powered by real-time, trusted data.

AI SDK Benefits

The Denodo AI SDK provides a unified, streamlined interface for accessing and combining data from multiple sources directly through the Denodo Platform.

Faster Time-to-Market

Streamlines development by reducing repetitive coding tasks, enabling teams to focus on high-value features and accelerating the launch of AI applications.

Built-In Security and Compliance

Ensures data retrieval complies with enterprise security protocols, minimizing risk and safeguarding sensitive information across AI initiatives.

High-Quality, Consistent Data for AI Models

Provides a unified, standardized data source, enabling AI applications to generate more accurate, context-rich responses for greater reliability and trustworthiness.

Scalability and Flexibility

Open-source components and flexible framework support customizations make the SDK adaptable to a wider variety of use cases and make it capable of growing to meet additional organizational needs.

Try It Yourself – Build Your First GenAI Chatbot in Under 30 Minutes

Getting started is easier than you might think. With just a few simple steps, you can connect distributed data and build a working GenAI chatbot using the Denodo AI SDK—all in under 30 minutes.

Here’s how to get started:

STEP 1

Download Denodo Express

Our free version gives you everything you need to explore and build.

 

STEP 2

Follow the Tutorial

Step-by-step instructions walk you through creating your first chatbot.

 

STEP 3

Join the Community

Ask questions, share ideas, and learn from others building GenAI solutions with Denodo.

Ready to maximize your data potential with Denodo AI SDK?

For over 25 years, Denodo has helped organizations unlock the value of their data. The Denodo AI SDK abstracts away the complexities of connecting, transforming, and merging data, enabling developers to access combined data sets with minimal effort. Contact us to learn how Denodo can empower your business with the next generation of data management.

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Denodo AI SDK

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