Baidu AI App Builder offers a comprehensive environment for developing AI-powered agents and applications through a visual low-code approach. Users can leverage integrated Baidu AI services such as NLP, knowledge graph retrieval, speech-to-text, and text-to-speech to build intelligent chatbots that support multi-turn conversations and handle user intents. The platform provides drag-and-drop modules for designing dialogue flows, connecting to external APIs, and automating backend tasks via workflow builders. It also supports knowledge base management by importing FAQ data and custom documents, improving agent accuracy. Once configured, agents can be deployed across web, WeChat, Baidu Smart Mini Programs, and other channels. Built-in analytics dashboard tracks user interactions, agent performance, and helps refine responses.

OperAgents is a developer-oriented toolkit for building and orchestrating autonomous agents using large language models like GPT. It supports defining custom agent classes, integrating external tools (APIs, databases, code execution), and managing agent memory for context retention. Through configurable pipelines, agents can perform multi-step tasks—such as research, summarization, and decision support—while dynamically invoking tools and maintaining state. The framework includes modules for monitoring agent performance, handling errors automatically, and scaling agent executions. By abstracting LLM interactions and tool management, OperAgents accelerates the development of AI-driven workflows in domains like automated customer support, data analysis, and content generation.