Chatbot Builder Script
by Community · free · Last verified 2026-03-17
This script generates a production-ready chatbot foundation using Rasa for structured dialogue and an LLM for open-ended fallback. It provides a unified channel adapter for deploying to Web, WhatsApp, and Slack, and includes built-in conversation analytics and a Streamlit-based testing environment for rapid development.
https://github.com/RasaHQ/rasa ↗B
B—Above Average
Adoption: B+Quality: AFreshness: ACitations: BEngagement: F
Specifications
- License
- Apache-2.0
- Pricing
- free
- Capabilities
- Hybrid NLU with Rasa and LLMs, Structured dialogue management via Rasa Core, Open-domain question answering via LLM fallback, Unified channel integration for Web, WhatsApp, and Slack, Conversation analytics dashboard, Interactive testing playground with Streamlit, Tooling for entity extraction training data generation, Scaffolds a containerized, production-ready architecture, Intent classification and entity extraction
- Integrations
- Rasa Open Source, LLM APIs (e.g., OpenAI, Anthropic, Cohere), Streamlit, WhatsApp (via Twilio API), Slack API, Web Chat (Socket.IO), Docker
- Use Cases
- [object Object], [object Object], [object Object], [object Object], [object Object]
- API Available
- Yes
- Language
- python
- Dependencies
- rasa, openai, slack-sdk, twilio, streamlit, fastapi
- Environment
- Python 3.10+, Docker
- Est. Runtime
- Training: 10-30 min; inference: <200ms
- Tags
- chatbot, rasa, llm, dialogue-management, multi-channel, python, conversational-ai, natural-language-processing, streamlit, docker, scaffolding
- Added
- 2026-03-17
- Completeness
- 0.85%
Index Score
60.2Adoption
72
Quality
82
Freshness
84
Citations
60
Engagement
0