OrchestraML: Convert English prompts to deployed ML models with human oversight
By
Sameer Prajapati
Summary
OrchestraML is a platform that converts plain English prompts into production-ready machine learning models. It uses eight specialized agents to handle datasets, clean data, engineer features, and train models via FLAML AutoML. The system includes six checkpoint gates requiring manual approval, and outputs either a downloadable package (pkl file + predict.py script) or an instant live REST API. It offers encrypted dataset handling and two free pipelines daily.
Source
Product HuntOrchestraML: Convert English prompts to deployed ML models with human oversightproducthunt.comKey quotes
· 5 pulledOrchestraML turns plain English prompts into production-ready deployed ML models while keeping you in total control.
Eight specialized agents handle datasets, clean data, engineer features, and train models via FLAML AutoML.
Six strict checkpoint gates pause execution for your manual approval.
You get a downloadable package with a pkl file and a predict.py script, or an instant live REST API.
Safe, secure, encrypted dataset handling. Get two free pipelines daily.
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