ReadyAI is an open-source initiative aimed at provide a low-cost resource-minimal data structuring and semantic tagging pipeline for any individual or business. AI runs on Structured Data. ReadyAI is a low-cost, structured data pipeline to turn your raw data into structured data for your vector databases and AI applications.
Key Features
- Raw Data in, structured AI Ready Data out
- Fractal data mining allows miners to process a wide variety of data sources and create tagged, structured data for the end user's specific needs
- Validators establish a ground truth by tagging the data in full, create data windows for fractal mining, and score miner submissions
- Scoring is based on a cosine distance calculation between the miner's window tagged output and the validator's ground truth tagged output
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ReadyAI has created a low-cost structured data pipeline capitalizing on two
key innovations:
- LLMs are now more accurate and cheaper than human annotators
- Distributed compute vs. distributed workers make this infinitely scalable
- Incentivized mining and validation system for data contribution and integrity