| Overview |
Scalable AI compute platform built on Ray for deploying and fine-tuning large language models in production. |
An open-source CRM alternative to Salesforce that is modern, customizable, and community-driven. |
| Pricing |
Pay-per-use ($$-$$$$) |
Freemium (Free (self-hosted)-$9/user/month) |
| Key Features |
- Ray-based
- Auto-scaling
- Fine-tuning
- Managed endpoints
- Multi-model
- GPU clusters
|
- Open source
- Contact management
- Pipeline management
- Email integration
- Custom objects
- Task management
- API
- Timeline view
|
| Pros |
- Built on Ray
- Excellent scaling
- Production-grade
- Fine-tuning support
|
- Open source and transparent
- Modern tech stack
- Self-hosting option
- Active community
|
| Cons |
- Complex setup
- Higher learning curve
- Enterprise-focused pricing
|
- Early stage product
- Limited features vs mature CRMs
- Small team
- Fewer integrations
|
