WrenAI - Make Your Database RAG-Ready
WrenAI is a semantic engine architecture that provides the LLM context of your business, allowing you to establish a logical presentation layer on your data schema. This helps the LLM learn more about your business context, reduce LLM hallucination, improve accuracy by augmenting LLM prompts, generate insights, automate workflow with a self-learning feedback loop, and ensure security by design.
What is WrenAI - Make Your Database RAG-Ready?
What is WrenAI? WrenAI is a tool that helps to reduce LLM hallucination, improve accuracy, generate insights, automate workflow, and ensure secure and reliable data handling.
WrenAI - Make Your Database RAG-Ready Use Case?
Use cases for WrenAI include processing metadata, schema, terminology, data relationships, and the logic behind calculations and aggregations with 'Modeling Definition Language' (MDL), reducing duplicate coding and simplifying data joins, generating relevant questions for users to choose from to get deeper insights, and refining SQL augmentation and generation through a self-learning feedback loop.
Applicable people for WrenAI - Make Your Database RAG-Ready?
The audience for WrenAI includes businesses looking to make their databases more efficient and accurate, data analysts, developers, and anyone interested in leveraging the power of LLMs for data management and analysis.
WrenAI - Make Your Database RAG-Ready is free?
WrenAI is an open-source tool, which means it is free to deploy anywhere on your own data, LLM APIs, and environment.
