danksky/irembo-chatbot

The Irembo Auto-Agent is a chatbot application designed to provide information and assistance for Rwanda's e-government services through Irembo. --- title: irembo-chatbot app_file: irembo_chatbot/rwanda_rag_chat_langchain_all_articles.py sdk: gradio sdk_version: 5.9.1 python_version: 3.11 --- # Irembo Auto-Agent The **Irembo Auto-Agent** is a chatbot application designed to provide information and assistance for Rwanda's e-government services through Irembo. It uses a Retrieval-Augmented Generation (RAG) approach to fetch relevant content and generate precise, concise responses. - **Live Demo**: Access the chatbot here - **Blog Posts**: - The "why" behind the project - The "how I built this" behind the project --- ## Project Structure ``` . ├── README.md ├── irembo_chatbot │   └── rwanda_rag_chat_langchain_all_articles.py ├── poetry.lock ├── pyproject.toml ├── requirements.txt └── scrape_irembo └── scrape_irembo.py ``` --- ## Features - **Retrieval-Augmented Generation (RAG):** Combines retrieval of relevant content from a vector database with generative AI to answer user queries. - **Integration with Irembo:** Focused on assisting users with Rwanda's e-government services. - **Pinecone Vector Store:** Utilizes Pinecone for indexing and retrieving content. - **LangChain Framework:** Employs LangChain for tool management and conversational AI capabilities. - **Gradio Interface:** Provides an intuitive web-based chat interface. - **Environment Variables:** Secure configuration through `.env` file. --- ## Setup Instructions ### Prerequisites 1. **Python**: Ensure Python 3.11 or higher is installed. 2. **Poetry**: Install Poetry for dependency management. 3. **Environment Variables**: - Create a `.env` file in the project root with the following: ```env PINECONE_API_KEY=... PINECONE_INDEX_NAME=... LANGCHAIN_API_KEY=... LANGCHAIN_API_URL=... LANGCHAIN_TRACER_PROJECT_NAME=... OPENAI_API_KEY=... ``` ### Installation 1. Clone the repository: ```bash git clone github.com cd irembo-chatbot ``` 2. Install dependencies: ```bash poetry install ``` …