Chaindesk vs RasaGPT

Side-by-side comparison of two AI agent tools

Short answer

  • Chaindesk is growing faster: +4 GitHub stars in the last 30 days vs +0 for RasaGPT.
  • Pick Chaindesk for: the no-code platform for building custom LLM Agents. Pick RasaGPT for: headless LLM chatbot platform built on Rasa and LangChain for indexing, retrieval, and context injection.

From GitHub data refreshed daily.

The no-code platform for building custom LLM Agents

RasaGPTopen-source

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

Metrics

ChaindeskRasaGPT
Stars3.0k2.5k
Star velocity /mo3.94736842105263140.4736842105263158
Commits (90d)00
Releases (6m)00
Overall score0.17512883341861230.14408998147900343

Pros

  • +No-code approach potentially makes LLM agent creation accessible to non-developers
  • +Moderate GitHub community interest with 2940 stars
  • +Focuses specifically on custom LLM agents rather than general AI tools
  • +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

  • -Extremely limited documentation makes evaluation difficult
  • -Unclear what specific features or capabilities are actually provided
  • -Cannot assess reliability, performance, or production readiness from available information
  • -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

  • •Building chatbots or conversational agents without coding
  • •Creating custom AI assistants for specific business needs
  • •Prototyping LLM-powered applications through visual interfaces
  • •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 Chaindesk DetailsView RasaGPT Details

FAQ

Which is more popular, Chaindesk or RasaGPT?
Chaindesk has more GitHub stars (2,965 vs 2,464).
Which is more actively developed, Chaindesk or RasaGPT?
Chaindesk had more commits in the last 90 days (0 vs 0).
Should I use Chaindesk or RasaGPT?
Compare their capabilities, limitations and "best for" notes above. Trying each on a small task is the fastest way to decide.