LangDB.ai & Rasa-pro Conversational AI Starter Pack

Welcome to the ultimate repository for building a scalable, next-gen conversational AI using LangDB.ai and Rasa-pro! This starter pack leverages the CALM architecture and an Intentless policy to provide seamless AI integration solutions—perfect for PoCs, final year projects, or enterprise applications.

Features

• Seamless Integration: Easily merge LangDB.ai with Rasa-pro.
• Scalable Chatbot: Build chatbots using advanced CALM architecture.
• Advanced AI Observability: Leverage AI analytics, operational visibility, and enterprise AI governance.
• Free Starter Credit: Kickstart your project with a $10 free credit from LangDB.ai!

Installation

1. Clone the Repository:

   git clone https://github.com/langdb/rasa-starter-pack.git
   cd rasa-starter-pack

2. Set Up Your Environment:

   conda create -n rasa-env python=3.10
   conda activate rasa-env
   pip install uv
   uv pip install rasa-pro --extra-index-url=https://europe-west3-python.pkg.dev/rasa-releases/rasa-pro-python/simple/

3. Initialize Your Rasa Project:

   • Obtain your Rasa-pro license key and set it in your environment:

     # For Windows:
     set RASA_PRO_LICENSE=your-key
     # For macOS/Linux:
     export RASA_PRO_LICENSE=your-key

   • Initialize the project with CALM template:

     rasa init --template calm

4. Configure LangDB.ai Integration:

   • Update your config.yml and endpoints.yml with your project details.
   • Set the following environment variables:

     export OPENAI_API_KEY=your-api-key
     export OPENAI_BASE_URL=https://api.us-east-1.langdb.ai/your-project-id/v1
     export RASA_PRO_LICENSE=your-rasa-pro-license-key

5. Train and Run Your Model:

   rasa train

   • Open two terminal windows:
     • Terminal 1: Start the actions server:

       rasa run actions

     • Terminal 2: Launch the interactive chat UI:

       rasa inspect --debug

Getting Started

Dive into the code and instructions to customize your conversational AI. For more details, check out our Blog and Youtube Video. Remember to claim your $10 free credit from LangDB.ai to experiment with these cutting-edge tools without any upfront cost!

Contributing

Contributions are welcome! Please open issues or submit pull requests to help improve this project.

License

This project is licensed under the MIT License.

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Happy coding, and may your AI always be as smart, scalable, and observable as possible!