Graph-Based Intelligence Powered by GenAI
Connecting the Dots with Knowledge Retrieval Agent on AWS
Build Connections in Your Data Using Generative AI
Our Knowledge Retrieval Agent solution unlocks internal data by connecting the dots across structured and unstructured sources. This solution leverages Amazon Bedrock LLMs and the power of Amazon Neptune to allow users to discover connections, themes, and trends in enterprise data.
Offering customization, deep integration with proprietary systems, and robust security and governance, the Knowledge Retrieval Agent is designed for data-savvy organizations. It enhances data accessibility and provides a 360-degree view of the critical structured and unstructured data stored on AWS. Make connections and discover trends with the Knowledge Retrieval Agent solution.
Our Knowledge Retrieval Agent enables users to explore their information of all types through natural language:
- Provides faster, more accurate responses than traditional RAG or keyword search applications by utilizing emergent trends and themes from across your data.
- Highly customizable to specific business functions.
- Fast deployment on your AWS data platform and custom integrations.
- Deep integration with proprietary systems and logic.
How it Works
Our Knowledge Retrieval Agent Solution begins by identifying common entities across your structured and unstructured data sources. These connections are then used to construct a knowledge graph that represents relationships and context within your data ecosystem.
Once the knowledge graph is built, it becomes a powerful foundation for reasoning. It enhances user queries by delivering deeper context, enabling discovery of emergent patterns, relationships, and trends that traditional search methods miss.
We tailor the graph construction process to align with your business logic and the needs of your digital and operational teams—ensuring the output reflects real-world context and governance rules.
By replacing slow, siloed keyword searches with graph-based retrieval, users gain fast, accurate access to relevant insights across disparate systems. This leads to more informed decisions, faster time-to-answer, and greater confidence in enterprise knowledge.
Why phData?
phData is a leading AI and data services company. We specialize in AI and data applications, from conception to production. Our global delivery team partners with the world’s top brands to execute data initiatives in artificial intelligence, data engineering, applications, analytics, and managed services for cloud platforms.
Reach out to phData today to learn more about implementing a Knowledge Retrieval AI Agent on AWS
