What is Korvus?
Korvus is an open-source RAG (Retrieval-Augmented Generation) pipeline that consolidates the entire RAG workflow - from embedding generation to text generation - into a single SQL query, significantly reducing architectural complexity and latency.
Problem
Developers dealing with Retrieval-Augmented Generation pipelines face high architectural complexity and latency due to separate processes for embedding generation and text generation. The main drawbacks include increased development time and complexity.
Solution
Korvus is an open-source RAG (Retrieval-Augmented Generation) platform that simplifies the RAG workflow by combining embedding generation and text generation into a single SQL query. This unification reduces architectural complexity and latency, streamlining the development process.
Customers
Korvus is most useful for developers and companies involved in AI, machine learning projects, particularly those who need efficient and simpler data retrieval and text generation capabilities.
Unique Features
The unique aspect of Korvus is its ability to consolidate the entire RAG workflow into a single SQL query, which is not commonly found in other RAG pipeline solutions.
User Comments
Efficient and saves time
Easy to integrate
Significantly reduces complexity
High performance and speed
Very beneficial for machine learning projects
Traction
No specific traction data like number of users or revenue available at this stage.
Market Size
The AI market, which includes advanced data retrieval and text generation tools, is projected to reach $267 billion by 2027.
