10.4. UI界面¶

10.4.1. streamlit¶

Streamlit: https://github.com/streamlit/streamlit

10.4.2. pyvis¶

在 Python 中创建交互式网络图（图表）的库。
它基于 JavaScript 的 vis.js 库，能够生成漂亮且交互性强的网络图。
pyvis 适用于需要展示和分析网络数据的场景，如社交网络、知识图谱、网络拓扑等。

10.4.3. langflow¶

拖拽
Langflow: https://github.com/langflow-ai/langflow

10.4.4. Dify.AI¶

拖拽
https://github.com/langgenius/dify
Dify 是一个开源的 LLM 应用开发平台。其直观的界面结合了 AI 工作流、RAG 管道、Agent、模型管理、可观测性功能等，让您可以快速从原型到生产。

使用 Dify¶

Dify 云服务：在沙盒计划中包含 200 次免费的 GPT-4 调用
自托管 Dify 社区版

https://img.zhaoweiguo.com/uPic/2024/08/7pGrwl.png

core features¶

1. Workflow:
1. Comprehensive model support
1. Prompt IDE
1. RAG Pipeline
1. Agent capabilities
1. LLMOps
1. Backend-as-a-Service

10.4.5. Flowise¶

拖拽
https://github.com/FlowiseAI/Flowise
Drag & drop UI to build your customized LLM flow

10.4.6. N8N¶

拖拽
https://github.com/n8n-io/n8n

10.4.7. xyflow¶

https://github.com/xyflow/xyflow

10.4.8. big-AGI¶

https://github.com/enricoros/big-AGI
Generative AI suite powered by state-of-the-art models and providing advanced AI/AGI functions. It features AI personas, AGI functions, multi-model chats, text-to-image, voice, response streaming, code highlighting and execution, PDF import, presets for developers, much more. Deploy on-prem or in the cloud.

10.4.9. Netron¶

https://github.com/lutzroeder/Netron
Visualizer for neural network, deep learning and machine learning models