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Directly Connecting Python to LLMs via Strongly-Typed Functions, Dataclasses, Interfaces & Generic Types
Chainlit is a Python framework designed for building and deploying interactive, stateful conversational AI interfaces. It provides a backend-driven platform that connects language models and agent frameworks to a web-based chat frontend, managing the complexities of session state, message history, and real-time communication. The framework distinguishes itself by offering a component-based UI builder that allows developers to inject interactive widgets, rich media, and data visualizations directly into the chat stream. It supports the visualization of complex agent workflows, enabling users t
CopilotKit is an agentic framework designed to integrate large language models into application frontends, enabling natural language control over software features and data. It provides the infrastructure to build intelligent assistants that manage conversation history, track application state, and execute complex workflows through conversational prompts. The framework distinguishes itself by its ability to render dynamic, interactive user interface components in real time based on model outputs. By utilizing a standardized communication protocol, it maps natural language intents to executabl
Visualization and debugging tool for LangChain workflows
LangChain chat model abstractions for dynamic failover, load balancing, chaos engineering, and more!
The main features of andrewnguonly/chatabstractions are: Application Services.
Projects with overlapping indexed features include: blackhc/llm-strategy — Directly Connecting Python to LLMs via Strongly-Typed Functions, Dataclasses, Interfaces & Generic Types. chainlit/chainlit — Chainlit is a Python framework designed for building and deploying interactive, stateful conversational AI interfaces.… copilotkit/copilotkit — CopilotKit is an agentic framework designed to integrate large language models into application frontends, enabling… cvs-health/langfair — LangFair is a Python library for conducting use-case level LLM bias and fairness assessments. cvs-health/uqlm — UQLM: Uncertainty Quantification for Language Models, is a Python package for UQ-based LLM hallucination detection. amosjyng/langchain-visualizer — Visualization and debugging tool for LangChain workflows.