๐Ÿชด Quartz 4.0

10-dify-quickstart

2 min read

1-Intro

What's Dify?

ไธ€ไธช่žๅˆไบ† Backend as Service ๅ’Œ LLMops ็š„็†ๅฟต

  • Backend as Service: ไนŸๅฐฑๆ˜ฏๆ‰€่ฐ“็š„ Baas
  • LLmOps: llm ๆจกๅž‹็š„่‡ชๅŠจ็ฎก็†

Features:

  • ๅ†…็ฝฎไบ† LLM ็š„ๅ…ณ้”ฎๆŠ€ๆœฏๆ ˆ
  • ๆ•ฐ็™พไธชๆจกๅž‹็š„ๆ”ฏๆŒ
  • ็›ด่ง‚็š„ Prompt ็ผ–ๆŽ’็•Œ้ข
  • ้ซ˜่ดจ้‡็š„ RAG ๅผ•ๆ“Ž
  • ็จณๅฅ็š„ Agent ๆก†ๆžถ
  • ็ตๆดป็š„ๆต็จ‹็ผ–ๆŽ’

Mac Docker ๆœๅŠกๅดฉๆบƒ

ๆ‰ง่กŒๅฆ‚ไธ‹็š„ๅ‘ฝไปค็„ถๅŽ้‡่ฃ…ๅณๅฏ

# ๅœๆŽ‰ Docker ๆœๅŠก
sudo pkill '[dD]ocker'
 
# ๅœๆŽ‰  vmnetd ๆœๅŠก
sudo launchctl bootout system /Library/LaunchDaemons/com.docker.vmnetd.plist
 
# ๅœๆŽ‰ socket ๆœๅŠก
sudo launchctl bootout system /Library/LaunchDaemons/com.docker.socket.plist
 
# ๅˆ ้™ค vmnetd ๆ–‡ไปถ
sudo rm -f /Library/PrivilegedHelperTools/com.docker.vmnetd
 
# ๅˆ ้™ค socket ๆ–‡ไปถ
sudo rm -f /Library/PrivilegedHelperTools/com.docker.socket

ๅŸบไบŽ docker-compose ็š„ๅฏๅŠจ

ๅฆ‚ๆžœ่ฆๆ›ดๆ–ฐ dify ็‰ˆๆœฌ

cd dify/docker
docker compose down
git pull origin main
docker compose pull
docker compose up -d

2-QuickStart

2-1 Sd ๅ›พ็‰‡็”Ÿๆˆๅบ”็”จ

Dify ไธญๆœ‰ ๆ‰€่ฐ“็š„ๆจกๅž‹ๅ’Œๅทฅๅ…ท.
- ๆจกๅž‹ๆ˜ฏๅ„็งๅคง่ฏญ่จ€ๆจกๅž‹๏ผŒ ไพ‹ๅฆ‚ GPT-4, Claude, ๆ–‡ๅฟƒไธ€่จ€็ญ‰็ญ‰๏ผŒ ๆ˜ฏ Agent็š„ๅคง่„‘ - ๅทฅๅ…ท: ๆ˜ฏๆŒ‡ๆจกๅž‹ๅฏไปฅ่ฐƒ็”จ็š„ๅค–้ƒจๅŠŸ่ƒฝๅ’ŒๆœๅŠก

Steps:

  1. ๅทฅๅ…ทไธญ้…็ฝฎ SD ;
  2. ๆจกๅž‹ไธญ้…็ฝฎ ไพ›ๅบ”ๅ•† ;

2-2 ChatFlow

  • Flow ็š„่ƒฝๅŠ› ;
  • langchain ็š„่ƒฝๅŠ› ;
  • Agent ็š„่ƒฝๅŠ›
  • ๅฟซ้€Ÿ่ฟญไปฃ็š„่ƒฝๅŠ› ;

้€š่ฟ‡่ฎพ่ฎก็Šถๆ€ๆœบ๏ผŒๅฏไปฅๅฟซ้€Ÿๅฎž็Žฐๅคๆ‚็š„ไบคไบ’ .

refer

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