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fancyboi999/ai-engineering-from-scratch-zh
这是AI工程从零精通的中文学习路径，包含20阶段503节课。通过Python等语言手写实现AI算法，涵盖Agent开发、MCP服务等实用技能。提供配套中文网站和动画视频，旨在帮助用户深入掌握AI工程实践，成为专业AI Agent工程师。
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phases/19-capstone-projects/01-terminal-native-coding-agent/code/ts javascript
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zod
^3.23.8
开发依赖
@types/node
^20.17.10
tsx
^4.19.2
typescript
^5.7.3
phases/19-capstone-projects/02-rag-over-codebase/code/ts javascript
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hono
^4.6.14
zod
^3.23.8
开发依赖
@types/node
^20.17.10
tsx
^4.19.2
typescript
^5.7.3
phases/19-capstone-projects/03-realtime-voice-assistant/code/ts javascript
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hono
^4.6.14
ws
^8.18.0
zod
^3.23.8
开发依赖
@types/node
^20.17.10
@types/ws
^8.5.13
tsx
^4.19.2
typescript
^5.7.3
phases/19-capstone-projects/04-multimodal-document-qa/code/ts javascript
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hono
^4.6.14
zod
^3.23.8
开发依赖
@types/node
^20.17.10
tsx
^4.19.2
typescript
^5.7.2
phases/19-capstone-projects/06-devops-troubleshooting-agent/code/ts javascript
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hono
^4.6.14
zod
^3.23.8
开发依赖
@types/node
^20.17.10
tsx
^4.19.2
typescript
^5.7.2
phases/19-capstone-projects/08-production-rag-chatbot/code/ts javascript
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hono
^4.6.14
zod
^3.23.8
开发依赖
@types/node
^20.17.10
tsx
^4.19.2
typescript
^5.7.2
phases/19-capstone-projects/09-code-migration-agent/code/ts javascript
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@hono/node-server
^1.13.0
hono
^4.6.0
zod
^3.23.0
开发依赖
@types/node
^20.14.0
tsx
^4.19.0
typescript
^5.7.0
phases/19-capstone-projects/10-multi-agent-software-team/code/ts javascript
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开发依赖
@types/node
^20.14.0
tsx
^4.19.0
typescript
^5.7.0
phases/19-capstone-projects/11-llm-observability-dashboard/code/ts javascript
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@hono/node-server
^1.13.0
hono
^4.6.0
zod
^3.23.0
开发依赖
@types/node
^20.14.0
tsx
^4.19.0
typescript
^5.7.0
phases/19-capstone-projects/12-video-understanding-pipeline/code/ts javascript
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hono
^4.6.0
zod
^3.23.0
开发依赖
@types/node
^20.14.0
tsx
^4.19.0
typescript
^5.7.0
phases/19-capstone-projects/13-mcp-server-with-registry/code/ts javascript
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zod
^3.23.0
开发依赖
@types/node
^20.14.0
tsx
^4.19.0
typescript
^5.7.0
phases/19-capstone-projects/16-github-issue-to-pr-agent/code/ts javascript
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hono
^4.6.0
zod
^3.23.0
开发依赖
@types/node
^20.14.0
tsx
^4.19.0
typescript
^5.7.0
phases/19-capstone-projects/17-personal-ai-tutor/code/ts javascript
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hono
^4.6.0
zod
^3.23.0
开发依赖
@types/node
^20.14.0
tsx
^4.19.0
typescript
^5.7.0
根目录 python
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依赖
NumPy
Pandas
accelerate
anthropic
datasets
jupyter
librosa
matplotlib
openai
pillow
scikit-learn
soundfile
tiktoken
tokenizers
torch
torchaudio
torchvision
transformers
