Vector Graph

Highly Relevant Query Results with Vector Graph

Vector Graph generates and stores graph data automatically upon data ingestion. Programmatically create nodes and edges that define the graph relationships of your data. Vector Graph is the only solution available to build graph data with no additional work for developers.

Control for RAG issues

Iterate and Improve Graph Data Easily

Using graph data and adding edges gives AI developers control over query results, improving relevancy and increasing the reliability of their AI applications. Vector Graph makes it easy to alter the relationship models and improve query relevancy. This simple, drop-in enhancement has consistently improved performance of AI queries compared to plain vector queries. But creating graph relationships can be resource-intensive. Developing and testing effective models consumes development cycles.

Iterate and Improve Graph Data Easily

Just Two Lines of Code!

Two lines of code added to your ingestion routine instructs Vector Graph to automatically build a vector store with graph data connections at any scale, without needing a graph DB.

Just Two Lines of Code!

Better Data, Better Relevance

Enhancing vector queries by including graph data significantly improves query relevance. Benchmarks show query accuracy improving 2.8x with the addition of knowledge to complex vector queries (source). Vector Graph generates this relationship data automatically.

Better Data, Better Relevance

Understanding Graph Data

Good AI applications need relevant, accurate query results.

Knowledge Graphs Enhance Vector Searches

Knowledge graphs provide a way of dramatically improving query results because they give you the ability to add and remove links between related contexts LLMs need.

Knowledge Graphs Enhance Vector Searches

Making Your Data AI-Ready

Effective AI requires the right data in the right place. Learn about data types, what it takes to get data AI-ready, and how to handle massive amounts of relevant data, and why this matters no matter where you are on your AI journey.

Making Your Data AI-Ready

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