DEVOPSdigest

DataStax announced a milestone in its journey to simplify enterprise retrieval-augmented generation (RAG) for developers by integrating with Microsoft Semantic Kernel.

DataStax has integrated Astra DB as a vector database with Microsoft's open source Semantic Kernel so that any C#, Python, or full-stack application developers can more easily build RAG applications and AI agents that use their enterprise data using Semantic Kernel’s unique features for managing contextual conversations, multi-step functions and connections with the Microsoft AI ecosystem.

Semantic Kernel is a highly extensible open-source SDK that lets developers easily build agents that can call to existing code and can be used with orchestration models like OpenAI, Azure OpenAI, GitHub CoPilot, and Hugging Face. Key features of Semantic Kernel include semantic functions, chaining capabilities, planners, and connectors for various enterprise applications and data sources. Integrating these features with Astra DB adds the power of a vector database that provides both vector and structured data with high relevancy, ultra-low latency, and global-scale to AI applications and agents built leveraging Semantic Kernel.

“It’s amazing to see the work of DataStax and Astra DB and the collaboration with Microsoft’s Semantic Kernel to build AI agents and RAG applications with ease,“ said Matthew Bolaños, Group Program Manager for Semantic Kernel, at Microsoft.

“Out of the box RAG solutions are in high demand and are a pivotal differentiator for enterprises building GenAI applications because of the complexities and many obstacles that developers face,” said Ed Anuff, CPO, DataStax. “The integration between Astra DB and Semantic Kernel goes beyond technical upgrades, it opens the doors to a spectrum of generative AI use-cases, ranging from tailored customer support to insightful product recommendations. It's not just about simplifying development; it's about fostering the creation of more intelligent, responsive, and personalized generative AI applications that have the potential to reshape entire industries.”