AI-Ready Data
Seekr's AI-Ready Data Engine creates complete, reliable AI-ready data from your documents for use with a range of retrieval and fine-tuning techniques.
Automatic data generation with the AI-Ready Data Engine
The AI-Ready Data Engine is a multi-stage, agentic system that autonomously transforms diverse data formats into high-quality, AI-ready datasets that integrate seamlessly with AI applications—delivering superior results faster and at dramatically lower costs than traditional data preparation methods.
How does the Data Engine work?
Our engine processes and integrates diverse data types—including files and databases—to build a deep understanding of the knowledge they contain and prepare it for seamless use in downstream AI applications.
The AI-Ready Data Engine solves a key bottleneck in data preparation. Instead of sinking hundreds of hours and thousands of dollars into manual data preparation, you can now upload multiple files across formats - various guidelines, documentation, and organizational principles - and the Data Engine will automatically extract and structure the relevant data from each of them.
How can I start using it?
The Data Engine can be accessed via API/SDK or via our SeekrFlow UI.
What kind of tasks can it handle?
Vector database creation for semantic search: Upload documents in various formats for automatic chunking and embedding generation, and create a searchable vector database optimized for retrieval-augmented generation and knowledge base applications.
High-quality automatic data creation for retrieval or fine-tuning: Generate premium-quality datasets for both traditional instruction fine-tuning and RAG-enhanced fine-tuning techniques.
Other features
Robust against preference leakage: Designed with known base model contamination issues in mind
Agentic routing and tool use: Intelligently routes to appropriate models, and uses tools such as web APIs for data enhancement
Updated 4 days ago
Read on for a guide to transforming your data into an AI-ready dataset that can be used for retrieval or fine-tuning.