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RasaGPT

Headless LLM chatbot platform built on Rasa and Langchain.

PlatformOpen SourceGrowing
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What is RasaGPT?

RasaGPT is headless LLM chatbot platform built on Rasa and Langchain.

About

RasaGPT is a headless LLM chatbot platform that integrates Rasa and Langchain for building chatbots. It simplifies the implementation of chatbots by providing a boilerplate and reference implementation, enabling developers to focus on customization and deployment. Key features include document upload, training pipelines, and multi-tenancy support.

Strengths

  • Easy setup with Docker and FastAPI
  • Supports multiple messaging platforms
  • Customizable agent capabilities and personalities
  • Document versioning and automatic retraining
  • Built-in support for embedding similarity search

Limitations

  • Not production-ready with potential security vulnerabilities
  • Limited documentation for advanced features
  • Requires knowledge of multiple technologies (Docker, FastAPI, etc.)
  • Initial setup may be complex for non-MacOS users
  • Rasa's inherent limitations may affect performance

Use Cases

Customer support chatbotsE-learning and quiz applicationsHelp desk automationInteractive storytelling for gamesPersonalized user engagement

Integrations

RasaLangchainTelegramSlackWhatsAppDockerPostgresNgrok