🦙📚 LlamaIndex Chatbot with Google Gemini

Build a chatbot powered by LlamaIndex that augments Google Gemini with local documents. Based on the chatbot described in this blog post.

Overview of the App

• 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

Demo App

https://sjsu-chatbot-workshop.streamlit.app/

Build your own copy

Follow the steps in the workshop slides at https://tiny.sjsu.edu/chatbot-workshop

Caution

Don't commit your secrets file to your GitHub repository. The .gitignore file in this repo includes .streamlit/secrets.toml and secrets.toml.

Try out the app

Once the app is loaded, enter your question about the Streamlit library and wait for a response.

Source texts

The demo version of the chatbot uses texts from the writer Rabindranath Tagore. These texts are available from Project Gutenberg.