Features
Visual AI workflow builder
10,000+ pre-built integrations and connectors
Deploy as API or standalone app
Multi-step agent orchestration with memory
Error handling and retry logic
Monitoring and logging for production
Custom model support (bring your own LLM)
No-code and low-code interfaces
Enterprise-grade security and compliance
Role-based access control
Version control for workflows
Fine-tune open-source LLMs (Llama 3, Mistral, Llama 2)
Automated hyperparameter optimization (Ludwig)
One-click deployment with autoscaling
Low-latency inference endpoints
Model evaluation and version comparison
Custom training data from S3/GCS
LoRA/QLoRA adapter-based fine-tuning
Per-request monitoring and logging
VPC deployment for data privacy
Support for multiple model architectures
