Strengths & Limitations

Balanced assessment

Strengths

  • Supports any LLM including self-hosted options like Ollama or vLLM
  • Open source under MIT license enabling self-hosting and customization
  • Connectors to over 40 applications with real-time synchronization and fine-grained access controls
  • Developer APIs covering messaging, agents, LLMs, actions, and user authentication
  • Active community including developers at top companies

Limitations

  • Enterprise Edition features require paid access beyond the free Community Edition
  • Code interpreter feature is currently in alpha stage
  • Specific pricing details for Enterprise Edition are not publicly available