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Chainlit

Free

A Python library for making chatbot interfaces.

FreeFree tier
Inputs: textOutputs: text, code
Type
Open Source

About Chainlit

Chainlit is an open-source Python library that enables developers to quickly build, prototype, and deploy interactive conversational AI interfaces for large language model (LLM) applications. It provides a streamlined chat UI, built-in data persistence, user session management, and monitoring capabilities out of the box, making it similar to Streamlit but purpose-built for chatbots and conversational agents.

Key Features

Built-in chat UI with streaming responses
Data persistence and conversation history
Session management and user authentication
Integration with LangChain, LlamaIndex, and custom LLMs
Real-time monitoring and debugging tools

Pros & Cons

Pros
  • Open source and free to use
  • Easy to set up with minimal code
  • Designed specifically for conversational AI workflows
  • Strong integration with popular LLM frameworks
Cons
  • Limited to Python language
  • Ecosystem still maturing compared to general-purpose UI frameworks
  • Documentation may lack depth for advanced customizations

Best For

Prototyping and deploying customer support chatbotsBuilding interactive demos for LLM-based applicationsCreating internal tools for data exploration via natural languageDeveloping educational tutors and conversational assistants