AutoFlow Documentation
Ask Sage Workflow Compiler — a self-evaluating LLM pipeline for generating production-ready Agent Builder workflows.
AutoFlow (Ask Sage Workflow Compiler) is a self-evaluating LLM pipeline that helps users find the right Ask Sage tool and, when Agent Builder is appropriate, generates production-ready workflow JSON automatically.
How It Works
Only requests routed to Agent Builder proceed through the full generation pipeline. All other routes return a recommendation to use the appropriate Ask Sage tool.
Quick Links
Quick Start
Install AutoFlow and run your first pipeline in under 2 minutes.
Architecture
Understand the pipeline stages, agent system, and LLM provider abstraction.
Workflow Templates
Explore 8 workflow patterns and 8 node types for Agent Builder.
Template Catalog
Browse 20+ production-ready starter templates across 5 categories.
Analytics
Track pipeline runs, measure quality, and tune patterns over time.
CLI Reference
Complete command-line reference for all AutoFlow operations.
Ask Sage Tool Routing
AutoFlow's Navigator agent routes requests to the appropriate Ask Sage tool:
| Request Type | Routed Tool |
|---|---|
| Compliance docs (SSP, ATO, FedRAMP) | In A Box |
| Multi-step automation (inputs, logic, outputs) | Agent Builder |
| File iteration / bulk processing | Workbook |
| Answers from uploaded documents | Dataset |
| Specific tone or role-play | Persona |
| Quick factual questions | Standard Chat |
| Expert reasoning + documents | Persona + Dataset |