How to Build Your Own Rasa
Replace Rasa with a custom build. Build AI agents you can trust to handle real world complexity
Build Difficulty: 5/5
Build a working replacement in a weekend with AI tools
Estimated Timeline
Based on 34 features at Weekend Project difficulty, expect about One weekend with AI-assisted development.
Recommended Tech Stack
Full-stack React framework with API routes and server components
PostgreSQL database, auth, and real-time subscriptions
Utility-first styling for rapid UI development
Key Features to Replicate
Top features across 8 categories. See all 34 features
AI(5 features)
Dialogue understanding and management framework for building conversational AI assistants
Rephrases responses based on context
NLU capabilities that work across multiple languages
Recipes and guidance for fine-tuning LLMs
Support for managing multiple LLM models
Development(5 features)
SDK for building custom actions and integrations
Build, version, and test agents with complete visibility, whether you build visually or with code
Visual flow builder for creating conversational flows without code
Edit prompts directly in the UI
No-code user interface for business users to build, analyze and optimize AI assistants
Security(5 features)
Security scanning and protection for dependencies
Manage personally identifiable information in conversations
Control user access and permissions based on roles
Secure secrets management using HashiCorp Vault
SSO authentication support
Deployment(3 features)
Deploy Rasa agents on Kubernetes using Helm charts
Managed deployment option
Deploy on-premises or in private cloud infrastructure
Integration(3 features)
Integrate with existing systems, handle complex logic, and deploy however you want
Built-in connectors for REST and WebSocket channels
Integration with IVR systems
Channels(2 features)
Built-in support for multiple communication channels
Deploy across web, mobile, and messaging apps with built-in support for natural, fluid conversations
Testing(2 features)
Testing capabilities for conversational flows
UI panel for testing your assistant
Voice(2 features)
Voice AI integration available through additional purchase
Launch seamless voice experiences with built-in turn-taking, timeouts, and latency control
Cost Calculator
Pricing data not available for Rasa. Check their website for current pricing.