WarpGBM AI Integration
Turn WarpGBM into an execution layer for Pickaxe so your AI can automate developer workflows. Ship faster with fewer repetitive steps.
Capabilities
6 capabilities
list_models
List all available ML model backends (warpgbm, lightgbm)
train
Train a gradient boosting model and return portable artifacts (joblib and/or ONNX)
predict_from_artifact
Run inference using a trained model artifact or artifact_id. Use artifact_id for fast predictions right after training (valid for 5 minutes).
get_agent_guide
Get the comprehensive agent guide with examples, best practices, and troubleshooting tips for using this service
upload_data
Upload CSV or Parquet files for training. Parses files and returns structured X and y arrays ready for training.
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Document Processor
Automatically process, extract, and organize information from documents and files.
File Organization System
Build tools that automatically organize files, tag documents, and maintain folder structures.
Content Generator
Generate documents, reports, and content based on templates and data inputs.
Document Converter
Convert files between formats, extract text from PDFs, and transform document types automatically.
File Sharing Hub
Create secure file sharing systems with access controls and collaboration features.
Document Search Engine
Build searchable document libraries with AI-powered content discovery and retrieval.
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