AgentChat
AgentChat 是一个基于 LLM 的智能体交流平台，内置默认 Agent 并支持用户自定义 Agent。通过多轮对话和任务协作，Agent 可以理解并协助完成复杂任务。项目集成 LangChain、Function Call、MCP 协议、RAG、Memory、HITL、Skill、Milvus 和 ElasticSearch 等技术，实现高效的知识检索与工具调用，使用 FastAPI 构建高性能后端服务。
AgentChat is a modern intelligent conversation system built on large language models. It features a front-end and back-end separation architecture, supporting multiple AI models, knowledge base retrieval, tool invocation, and MCP server integration. The system includes a three-layer memory architecture for personalized dialogue experiences.
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- RRebel PatelMay 22, 2026
Anyone managed to connect this with custom Ollama endpoints? The default models work great but want to run it local.
- LLane AndersonApr 30, 2026
Really impressed with how naturally the multi-agent orchestration handles complex multi-step tasks.
- EEllis MartinezApr 23, 2026
Setup was smooth on Node 20, but make sure to configure your MCP server credentials correctly first.
- EElliot DavisMar 27, 2026
Integrating this into our customer support routing system saved us days of manual LangChain setup.
- EEllis GarciaMar 11, 2026
Having human-in-the-loop validation built directly into the agent workflow is a huge lifesaver.