What it does well
- Open-source with active community and regular updates
- Supports multiple LLM providers and models
- Built-in RAG and knowledge base management
- Visual workflow builder requires minimal coding
Where it falls short
- Steeper learning curve for complex enterprise workflows
- Smaller ecosystem and fewer third-party integrations than competitors
- Self-hosted deployment requires technical infrastructure management
AI Capabilities
| LLM Integration | GPT-4, Claude, Llama, local models |
| RAG (Retrieval Augmented Generation) | Yes |
| Chat & Agent Modes | Yes |
Core Features
| No-Code AI App Builder | Yes |
| Prompt Engineering Tools | Yes |
| Knowledge Base Integration | Yes |
Integrations
| API & Webhooks | Yes |
Collaboration
| Team Collaboration | Yes |
Automation
| Workflow Automation | Yes |
Analytics
| Analytics & Monitoring | Yes |
Security
| Self-Hosted Option | Yes |
| Data Privacy Controls | Yes |
Free
Free
- Open-source self-hosted deployment
- Basic AI agent workflows
- Community support
- Limited API calls
- Single workspace
Starter
$25/mo
$250/yr billed annually
- Everything in Free
- Cloud hosting
- 10,000 API calls/month
- Priority email support
- Multiple workspaces
- Advanced workflow features
Professional
$99/mo
$990/yr billed annually
- Everything in Starter
- 100,000 API calls/month
- Priority support with Slack integration
- Team collaboration tools
- Advanced analytics
- Custom integrations
Enterprise
Custom
- Everything in Professional
- Unlimited API calls
- Dedicated support
- Custom SLA
- Advanced security features
- Custom training and onboarding
Comparisons with Dify
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