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Features

Powerful capabilities for production-ready LLM orchestration: intelligent routing, quality assurance, streaming, and more.

Core Features

Decision Points

Conditional branching based on quality scores or field values. Build adaptive workflows with recursive refinement.

Processing Order

Control field generation sequence and manage dependencies for complex workflows.

System Prompts

Customize LLM behavior with global or field-specific system prompts for role and tone control.

Data Fetching

Enrich generations with external data from APIs, databases, or custom endpoints.

Quality Assurance

Built-in validation, epistemic scoring, and automated refinement for production quality.

Streaming Requests

Stream responses in real-time with field-by-field updates for interactive applications.

Batch & Priority System

Process multiple requests efficiently with intelligent batching and priority management.

Byte Operations

Generate images, convert text-to-speech, and transcribe audio with verbose metadata and word-level timestamps.