Steamlit Chatbot Pack

Build a chatbot powered by LlamaIndex that augments an LLM with the contents of Snowflake's Wikipedia page (or your own data).

• Takes user queries via Streamlit's st.chat_input and displays both user queries and model responses with st.chat_message
• Uses LlamaIndex to load and index data and create a chat engine that will retrieve context from that data to respond to each user query
• UI will stream each answer from the LLM

CLI Usage

You can download llamapacks directly using llamaindex-cli, which comes installed with the llama-index python package:

pip install llama-index

llamaindex-cli download-llamapack StreamlitChatPack --download-dir ./streamlit_chatbot_pack

You can then inspect the files at ./streamlit_chatbot_pack and use them as a template for your own project!

To run the app directly, use in your terminal:

export OPENAI_API_KEY="sk-..."
streamlit run ./streamlit_chatbot_pack/base.py