Which is more popular, Langchain-Chatchat or RasaGPT?

Langchain-Chatchat has more GitHub stars (38,670 vs 2,464).

Which is more actively developed, Langchain-Chatchat or RasaGPT?

Langchain-Chatchat had more commits in the last 90 days (0 vs 0).

Should I use Langchain-Chatchat or RasaGPT?

Compare their capabilities, limitations and "best for" notes above. Both are open source, so trying each on a small task is the fastest way to decide.

Langchain-Chatchat vs RasaGPT

Side-by-side comparison of two AI agent tools

Short answer

Langchain-Chatchat is growing faster: +159 GitHub stars in the last 30 days vs +0 for RasaGPT.
Pick Langchain-Chatchat for: offline-deployable Chinese knowledge base Q&A with RAG and agents using LangChain and open-source LLMs. Pick RasaGPT for: headless LLM chatbot platform built on Rasa and LangChain for indexing, retrieval, and context injection.

From GitHub data refreshed daily.

Langchain-Chatchatopen-source

Offline-deployable Chinese knowledge base Q&A with RAG and agents using LangChain and open-source LLMs

RasaGPTopen-source

Headless LLM chatbot platform built on Rasa and LangChain for indexing, retrieval, and context injection

Metrics

	Langchain-Chatchat	RasaGPT
Stars	38.7k	2.5k
Star velocity /mo	159.15789473684208	0.4736842105263158
Commits (90d)	0	0
Releases (6m)	0	0
Overall score	0.2869471772631271	0.14408998147900343

Pros

+完全开源且支持离线部署，确保数据隐私和安全性
+专门针对中文场景优化，对ChatGLM、Qwen等中文模型支持友好
+基于成熟的Langchain框架，提供稳定的RAG与Agent功能架构

+开箱即用的完整解决方案，解决了 Rasa 与 LLM 集成的所有技术痛点，包括库冲突、元数据传递等问题
+提供完整的技术栈集成，包括 FastAPI 后端、文档上传训练管道、Docker 支持和多平台部署能力
+实现了自定义 pgvector 集成和多租户架构，比使用 Langchain 原生方案更加灵活可控

Cons

-需要本地部署和维护，对用户的技术水平和硬件资源有较高要求
-相比云端AI服务，在计算效率和响应速度上可能存在劣势
-多种模型选择和配置可能增加使用复杂度

-作者明确表示这不是生产级代码，存在 prompt injection 和多种安全漏洞风险
-作为概念验证项目，缺乏企业级的安全性、稳定性和性能优化
-学习成本较高，需要同时掌握 Rasa、Langchain 和 FastAPI 等多个框架

Use Cases

•企业内部构建基于私有文档的知识库问答系统
•对数据安全有严格要求的政府或金融机构AI应用
•研究机构进行中文自然语言处理实验和模型测试

•企业内部知识库问答系统，需要结合传统规则对话和 LLM 生成能力的客服场景
•多渠道聊天机器人部署，特别是需要同时支持 Telegram、Slack 等平台的应用
•需要文档索引和检索功能的智能助手，如技术文档查询、产品说明书问答等场景

View Langchain-Chatchat Details View RasaGPT Details

FAQ

Which is more popular, Langchain-Chatchat or RasaGPT?: Langchain-Chatchat has more GitHub stars (38,670 vs 2,464).
Which is more actively developed, Langchain-Chatchat or RasaGPT?: Langchain-Chatchat had more commits in the last 90 days (0 vs 0).
Should I use Langchain-Chatchat or RasaGPT?: Compare their capabilities, limitations and "best for" notes above. Both are open source, so trying each on a small task is the fastest way to decide.