Streamlit Chat Handler is a Python library designed to manage and render chat elements within a Streamlit application. This library simplifies the process of creating, storing, and dynamically rendering messages in a chat interface, supporting interactive communication scenarios in Streamlit.
- Session Management: Uses a singleton pattern to ensure a unique chat handler instance per session.
- Dynamic Rendering: Seamlessly append and render chat elements as user or assistant within the Streamlit session.
- Customizable Chat Elements: Supports different types of messages, such as text and markdown, with the flexibility to pass additional arguments and keyword arguments for rendering.
You can install the Streamlit Chat Handler
via pip:
pip install streamlit-chat-handler
Here's a quick example to get started with using Streamlit Chat Handler
in your Streamlit app:
import uuid
from time import sleep
import streamlit as st
from streamlit_chat_handler import StreamlitChatHandler
# Initialize session
if "session_id" not in st.session_state:
st.session_state["session_id"] = str(uuid.uuid4())
# Create a chat handler instance
chat_handler = StreamlitChatHandler(
st.session_state,
session_id=st.session_state["session_id"],
).render()
# Process user input
if prompt := st.chat_input("What is up?"):
chat_handler.append(role="user", type="markdown", content=prompt, render=True)
with st.spinner("Processing..."):
sleep(1)
chat_handler.append(role="assistant", type="markdown", content="answer", render=True)
This class handles the state and rendering of chat elements within a Streamlit session. It is designed to manage chat elements dynamically, maintaining a unique instance per session through a singleton pattern.
append
: Adds a new chat element to the session.render
: Renders all chat elements stored in the session.render_last
: Renders the last added chat element.
Defines the structure of a chat element, handling its rendering through Streamlit's API.
role
: Specifies whether the message is from a user or an assistant.type
: Defines the Streamlit widget type for rendering (text
,markdown
, etc.).content
: The content to be rendered, depends on thetype
.
render
: Renders the chat element using the specified Streamlit widget.
Contributions are welcome! Please fork the repository and submit pull requests to contribute.
This project is licensed under the MIT License - see the LICENSE file for details.