This task can be performed using Cocoindex
Real-time data transformation framework for AI
Best product for this task
Cocoindex
dev-tools
CocoIndex is an ultra performant data transformation framework, with its core engine written in Rust. The problem it tries to solve is to make it easy to prepare fresh data for AI - either creating embedding, building knowledge graphs, or performing other data transformations - and take real-time data pipelines beyond traditional SQL.
What to expect from an ideal product
- CocoIndex's Rust-based engine processes raw data files at lightning speed, turning messy datasets into clean embeddings without the usual bottlenecks
- The framework automatically handles different data formats and sources, so you don't need to write custom scripts for each type of raw data you're working with
- Built-in knowledge graph creation tools extract relationships and entities from your raw text, images, or structured data without complex preprocessing steps
- Real-time pipeline capabilities mean your embeddings and knowledge graphs stay fresh as new data comes in, rather than becoming stale batch outputs
- The platform goes beyond basic SQL transformations to handle modern AI data prep tasks that traditional databases can't manage efficiently
