A Deep Dive into Harnessing Generative AI with Data Fabric and RAG
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Generative AI is rapidly transforming the data landscape, making it more important than ever to understand how to leverage this advanced technology into your organization. That’s why we created this series of posts exploring the powerful combination of data fabric, retrieval augmented generation (RAG), and AI-driven innovations. Whether you’re at the beginning of your AI journey or refining your existing strategy, this series will equip you with practical insights to drive your initiatives forward.

Here’s what you’ll discover in our series, Querying Minds Want to Know:

Part 1: Can a Data Fabric and RAG Clean up LLMs?
We kick off by examining how a data fabric and RAG can enhance the quality and reliability of large language models (LLMs). Learn how these technologies can clean, filter, and refine data, creating a more accurate foundation for your AI models, so they can generate more meaningful insights.

Part 2: On-Demand Enterprise Data Querying
Next, we explore how natural language processing can unlock enterprise data. This post demonstrates how your teams can query data in real time using plain language, enabling instant, actionable insights through AI-driven on-demand querying.

Part 3: Semantic Indexing of Enterprise Data
This segment dives into the power of semantic search and secure data retrieval. Discover how semantic indexing organizes your data for more relevant searches and how robust security measures protect your information while enhancing access.

Part 4: Intelligent Autonomous Agents
Finally, we look at intelligent autonomous agents and their impact on modern business. Explore how these agents can autonomously act on data insights, driving efficiency and enabling your organization to leverage AI fully.

The Denodo Platform accelerates all these capabilities, providing a secure, reliable foundation for your AI initiatives. With the proper guardrails, you can confidently advance your data quality, secure access, and autonomous decision-making efforts.

Dive into this series to unlock the full potential of generative AI and data fabric in your organization. We hope this journey sparks inspiration and empowers you to harness these transformative technologies.

Terry Dorsey
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