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Agions/kineo: ๐ŸŽฌ ็ซฏๅˆฐ็ซฏ AI ๆผซๅ‰ง / ๅŠจ็”ป็Ÿญๅ‰ง Multi-Agent ๅคšๆ™บ่ƒฝไฝ“ๅไฝœๅˆ›ไฝœๅนณๅฐ (Kineo AI)ใ€‚ๅŸบไบŽ Hub-and-Spoke ๆ™บ่ƒฝไฝ“ๆžถๆž„ใ€ProjectBlackboard ๅ…ฑไบซ้ป‘ๆฟใ€่‡ชๅฎšไน‰ Agent ๆ‰ฉๅฑ•ๆ’ไปถใ€่ง’่‰ฒ Consistency ้”šๅฎšไธŽ 4K GPU ๅŽ‹ๅˆถใ€‚

Agions/kineo: ๐ŸŽฌ ็ซฏๅˆฐ็ซฏ AI ๆผซๅ‰ง / ๅŠจ็”ป็Ÿญๅ‰ง Multi-Agent ๅคšๆ™บ่ƒฝไฝ“ๅไฝœๅˆ›ไฝœๅนณๅฐ (Kineo AI)ใ€‚ๅŸบไบŽ Hub-and-Spoke ๆ™บ่ƒฝไฝ“ๆžถๆž„ใ€ProjectBlackboard ๅ…ฑไบซ้ป‘ๆฟใ€่‡ชๅฎšไน‰ Agent ๆ‰ฉๅฑ•ๆ’ไปถใ€่ง’่‰ฒ Consistency ้”šๅฎšไธŽ 4K GPU ๅŽ‹ๅˆถใ€‚

14 hours ago

Kineo (Kineo AI) ยท ็ซฏๅˆฐ็ซฏ Multi-Agent ๅคšๆ™บ่ƒฝไฝ“ๆผซๅ‰งๅˆ›ไฝœๅนณๅฐ


Kineo (Kineo AI) ยท Studio v0.0.1 (Multi-Agent Edition)

่พ“ๅ…ฅๅ‰งๆœฌใ€ๅฐ่ฏดๆˆ– AI ๆ็คบ่ฏ๏ผŒMulti-Agent ๆ™บ่ƒฝไฝ“้›†็พค่‡ชๅŠจๅๅŒ็ฒพ็ป‡ไธบ 4K ๅŽŸ็”Ÿ่ง†ๅฌๆผซๅ‰ง โ€”โ€” ๅŸบไบŽ Tauri v2 + React 19 + Rust Engine ็š„็ซฏๅˆฐ็ซฏๅผ€ๆบๆกŒ้ขๅบ”็”จไฝ“็ณปใ€‚

Build Status</a> License</a> Multi-Agent</a> React</a> Tauri</a> Rust</a>

๐Ÿ“– ๅœจ็บฟๆ–‡ๆกฃ ยท ๐Ÿ“ฅ ไธ‹่ฝฝๆกŒ้ข็ซฏ ยท ๐Ÿ› ๆŠฅๅ‘Š้—ฎ้ข˜


๐Ÿ“– ็ฎ€ไป‹ (Overview)

Kineo (Kineo AI) ๆ˜ฏไธ€ๆฌพ้ขๅ‘ๆผซๅ‰งๅˆ›ไฝœ่€…ใ€็Ÿญ่ง†้ข‘ๅšไธปไธŽๅฝฑ่ง†็ผ–ๅฏผ็š„ๅผ€ๆบๆกŒ้ข็ซฏ Multi-Agent ๅคšๆ™บ่ƒฝไฝ“ๅไฝœๆผซๅ‰งๅˆ›ไฝœๅนณๅฐใ€‚

้กน็›ฎ้‡ๆž„ๅบŸ้™คไบ†ๅŽŸๆœ‰็š„ๅ•ๅ‘็บฟๆ€ง SOP๏ผŒ้‡‡็”จๅ…จๆ–ฐ็š„ Hub-and-Spoke ๅคšๆ™บ่ƒฝไฝ“ๅไฝœๆžถๆž„ ไธŽ ProjectBlackboard ๅ…ฑไบซ้ป‘ๆฟๆจกๅผใ€‚ๆ”ฏๆŒ็Žฐๆˆๅ‰งๆœฌๆ–‡ไปถใ€ๅฐ่ฏดๆ–‡ๆœฌไธŽ AI ๅˆ›ไฝœๆ็คบ่ฏไธ‰็ฑป็ด ๆ่พ“ๅ…ฅ๏ผŒ็”ฑไธปๆŽงๅฏผๆผ”ๆ™บ่ƒฝไฝ“ (MasterDirectorAgent) ๅ่ฐƒๅ„ไธ“้—จๆ™บ่ƒฝไฝ“๏ผˆๅ‰งๆœฌ่ฏ†ๅˆซใ€่ง’่‰ฒ่ฎพ่ฎก้”่„ธใ€ๅˆ†้•œ่ฟ้•œ่ง„ๅˆ’ใ€้Ÿณๆ•ˆ TTS ้…้Ÿณใ€4K ่ง†้ข‘ๅŽ‹ๅˆถ๏ผ‰ไธŽ็”จๆˆท่‡ชๅฎšไน‰ๆ‰ฉๅฑ• Agent ๅๅŒๅฎŒๆˆไปŽๅŽŸๅง‹ๆ–‡ๆœฌๅˆฐ 4K ๆผซๅ‰ง่ง†้ข‘็š„ๅ…จ่‡ชๅŠจๅŒ–ๆŽจๅฏผใ€‚


๐ŸŒŸ ๆ ธๅฟƒ็‰นๆ€ง (Key Features)

| ้ข†ๅŸŸ | ๅŠŸ่ƒฝ็‰นๆ€ง | ่ฏฆ็ป†่ฏดๆ˜Ž | | :--- | :--- | :--- | | ๐Ÿค– | Hub-and-Spoke ๅคšๆ™บ่ƒฝไฝ“ๆžถๆž„ | ๆ‘’ๅผƒ็บฟๆ€ง SOP๏ผŒ้‡‡็”จไปฅ ProjectBlackboard ไธบๆ ธๅฟƒ็š„ Hub-and-Spoke ๅคšๆ™บ่ƒฝไฝ“่งฃ่€ฆๅไฝœไฝ“็ณป | | ๐Ÿ“„ | ๅ…จ่พ“ๅ…ฅ็ฑปๅž‹ๆ™บ่ƒฝไป‹ๅ…ฅ | ๅŽŸ็”Ÿๆ”ฏๆŒ ็Žฐๆˆๅ‰งๆœฌๆ–‡ไปถ (.txt/.md/.docx/.json)ใ€ๅฐ่ฏดๅŽŸๆ–‡็ซ ่Š‚ๆ–‡ๆœฌไธŽ AI ๅˆ›ไฝœๆ็คบ่ฏ ไธ‰็ฑป่พ“ๅ…ฅ่‡ชๅŠจ่งฃๆž | | โšก | ่‡ชๅฎšไน‰ Agent ๆ‰ฉๅฑ•ๆ’ไปถ | ๅฃฐๆ˜Žๅผ่‡ชๅฎšไน‰ Agent ไฝ“็ณป๏ผŒๆ”ฏๆŒ็”จๆˆทๅœจ UI ็•Œ้ขไธ€้”ฎๆณจๅ†Œ่‡ชๅฎšไน‰ Agent๏ผˆๅฎšไน‰ๅ็งฐใ€่งฆๅ‘้˜ถๆฎตๅฆ‚ๅ‰งๆœฌๅŽ/ๅˆ†้•œๅŽใ€็ณป็ปŸ Prompt๏ผ‰ | | ๐ŸŽฌ | ้›ถไบŒๆฌกไธŠไผ ๆ— ็ผๆต่ฝฌ | ๅทฅไฝœๅฐไธ€้”ฎๆŽจๅฏผๅŽ๏ผŒๆ— ็ผไฟๅญ˜ๅนถ่ฝฝๅ…ฅๅˆ†้•œ็ผ–่พ‘ๅ™จๅคง็›˜๏ผˆStep 3๏ผ‰๏ผŒๆ— ้œ€้‡ๅค็ฒ˜่ดดๆˆ–ไธŠไผ ๅ‰งๆœฌ็ด ๆ | | ๐Ÿ‘ค | Master Consistency ้”่„ธ | ่‡ชๅŠจๆๅ–่ง’่‰ฒๅฎžไฝ“ๅนถ็”Ÿๆˆไบบ่ฎพ Prompt ไธŽ IP-Adapter Consistent Anchor๏ผŒๆœ‰ๆ•ˆๆถˆ้™คไบŒๆฌกๅ…ƒ่ง’่‰ฒๆผ‚็งป | | ๐Ÿ“ | ไธ‰ๅคงๅˆ†็ฑป AI ๆจกๅž‹็Ÿฉ้˜ต | ๅฏนๆŽฅ 13 ๅคง AI ๆไพ›ๅ•†๏ผŒๆถต็›–ๆ–‡ๅญ—ๅคงๆจกๅž‹๏ผˆDeepSeek-V4/R1, Qwen 3.8-Max, ๆททๅ…ƒ Hy3 ็ญ‰๏ผ‰ใ€็”Ÿๅ›พไธŽ 4K ่ง†้ข‘ๅผ•ๆ“Ž | | ๐Ÿš€ | GPU 4K ็กฌไปถๅŠ ้€ŸๅŽ‹ๅˆถ | ่‡ชๅŠจ่ฐƒๅบฆ Apple Silicon VideoToolbox (Metal GPU) ไธŽ NVIDIA NVENC ็กฌไปถๅŠ ้€Ÿ๏ผŒๅฏผๅ‡บๆ•ˆ็އๆๅ‡ 40% ~ 70% | | ๐Ÿ”’ | 100% ๆœฌๅœฐๆ•ฐๆฎไธŽ Keyring | API Key ๅŠ ๅฏ†ๅญ˜ๅ‚จไบŽ็ณป็ปŸๅŽŸ็”Ÿ Keyring๏ผŒๅทฅ็จ‹ๆ•ฐๆฎๅ…จ้‡ไฟๅญ˜ๅœจๆœฌๅœฐ๏ผŒๆ— ไบ‘็ซฏๆ•ฐๆฎๆณ„ๆผ้ฃŽ้™ฉ |


๐Ÿ—๏ธ Multi-Agent ๅคšๆ™บ่ƒฝไฝ“ๅไฝœๆžถๆž„ (Multi-Agent Architecture)

graph TD
    User[็”จๆˆท็ด ๆ่พ“ๅ…ฅ: ็Žฐๆˆๅ‰งๆœฌ / ๅฐ่ฏดๆ–‡ๆœฌ / AI ๆ็คบ่ฏ] --> BB[(ProjectBlackboard ๅ…ฑไบซ้ป‘ๆฟ)]
    Director[๐ŸŽฌ MasterDirectorAgent ไธปๆŽงๅฏผๆผ” Agent] -->|ๆŒ‡ๆŒฅ่ฐƒๅบฆ| BB
    BB <--> Ingestion[๐Ÿ“„ ScriptIngestionAgent ๅ‰งๆœฌ่ฏ†ๅˆซๆ™บ่ƒฝไฝ“]
    BB <--> CharDesign[๐Ÿ‘ค CharacterDesignerAgent ่ง’่‰ฒ่ฎพ่ฎก้”่„ธ Agent]
    BB <--> Storyboard[๐ŸŽจ StoryboardArtistAgent ๅˆ†้•œ่ฟ้•œๆ™บ่ƒฝไฝ“]
    BB <--> SoundEng[๐ŸŽ™๏ธ SoundEngineerAgent ้Ÿณๆ•ˆ้…้Ÿณ Agent]
    BB <--> VideoEdit[๐ŸŽž๏ธ VideoEditorAgent ่ง†้ข‘ๅŽ‹ๅˆถ Agent]
    BB <--> CustomAgents[โšก CustomUserAgent ็”จๆˆท่‡ชๅฎšไน‰ๆ‰ฉๅฑ• Agent ๆ’ไปถ]

ๆ™บ่ƒฝไฝ“ๅˆ†ๅทฅไธŽ่Œ่ดฃ (Agent Roles)

  1. MasterDirectorAgent (ไธปๆŽงๅฏผๆผ”ๆ™บ่ƒฝไฝ“)๏ผš่ฐƒๅบฆๆžข็บฝ๏ผŒ็›‘ๅฌ Blackboard ๅ…ฑไบซ้ป‘ๆฟ็Šถๆ€๏ผŒๆŒ‡ๆŒฅๅญ Agent ๅˆ†ๅ‘ไปปๅŠกๅนถ็ฎกๆŽงๆต่ฝฌๅ…จ่ฟ‡็จ‹ใ€‚
  2. ScriptIngestionAgent (ๅ‰งๆœฌ่ฏ†ๅˆซๆ™บ่ƒฝไฝ“)๏ผš่‡ชๅŠจ่ฏ†ๅˆซๅ‰งๆœฌๆ–‡ไปถใ€ๅฐ่ฏดๆ–‡ๆœฌไธŽ AI ๆ็คบ่ฏ๏ผŒๅˆ†ๆฎตๆๅ–็ซ ่Š‚ๅคง็บฒไธŽๅˆ†้•œๅœบๆ™ฏใ€‚
  3. CharacterDesignerAgent (่ง’่‰ฒ่ฎพ่ฎกๆ™บ่ƒฝไฝ“)๏ผšๆ็‚ผ่ง’่‰ฒๅฎžไฝ“๏ผŒ็ป‘ๅฎš Consistency LoRA ้”่„ธ Anchor ้”š็‚นไธŽ TTS ้Ÿณ่‰ฒใ€‚
  4. StoryboardArtistAgent (ๅˆ†้•œ็ป˜ๅ›พๆ™บ่ƒฝไฝ“)๏ผš่ง„ๅˆ’้•œๅคด่ฝจ่ฟน (Zoom / Tilt) ไธŽ้ซ˜ๆธ…ๅŠจ็”ป Prompt๏ผŒๆž„ๅปบ 3 ๆ ๆผซๅ‰ง็”ปๅน…ๅคง็›˜ใ€‚
  5. SoundEngineerAgent (้Ÿณๆ•ˆ้…้Ÿณๆ™บ่ƒฝไฝ“)๏ผšๅคš้Ÿณ่ฝจ EdgeTTS / CosyVoice ๅˆๆˆไธŽๆฏซ็ง’็บงๅญ—ๅน•ๅก็‚น่ฎก็ฎ—ใ€‚
  6. VideoEditorAgent (่ง†้ข‘ๅŽ‹ๅˆถๆ™บ่ƒฝไฝ“)๏ผšApple VideoToolbox / NVENC GPU 4K ็กฌไปถๅŠ ้€ŸๅŽ‹ๅˆถไธŽๆธฒๆŸ“้˜Ÿๅˆ—่ฐƒๅบฆใ€‚
  7. CustomUserAgent (็”จๆˆท่‡ชๅฎšไน‰ Agent)๏ผš็”จๆˆทๅฏ่‡ชๅฎšไน‰ๅฃฐๆ˜Žๆ‰ฉๅฑ• Agent๏ผˆ้…็ฝฎ Promptใ€่งฆๅ‘้˜ถๆฎตๅฆ‚ใ€Œๅ‰งๆœฌๅŽ/ๅˆ†้•œๅŽ/้Ÿณ้ข‘ๅŽใ€๏ผ‰๏ผŒๅ…ฑไบซ Blackboard ้ป‘ๆฟๆต่ฝฌใ€‚

๐Ÿงฉ ่‡ชๅฎšไน‰ Agent ๆ‰ฉๅฑ•ๆŒ‡ๅ— (Custom Agent Extension Guide)

ๆ‚จๅฏไปฅๆ–นไพฟๅœฐๅœจ UI ่ฎพ็ฝฎ็•Œ้ขๆˆ–้€š่ฟ‡ไปฃ็ ๆ‰ฉๅฑ•่‡ชๅฎšไน‰ Agent๏ผš

็•Œ้ขไธ€้”ฎๆ‰ฉๅฑ•๏ผš

  1. ๆ‰“ๅผ€ Multi-Agent ๅคšๆ™บ่ƒฝไฝ“ๅˆ›ไฝœไธญๅฟƒ๏ผ›
  2. ็‚นๅ‡ปๅณไธŠ่ง’ ใ€+ ๆ‰ฉๅฑ•่‡ชๅฎšไน‰ Agentใ€‘ ๆŒ‰้’ฎ๏ผ›
  3. ๅกซๅ…ฅ Agent ๅ็งฐใ€ๅ›พๆ ‡ Emojiใ€่งฆๅ‘้˜ถๆฎต๏ผˆไพ‹ๅฆ‚๏ผš2. ๅ‰งๆœฌ่งฃๆžๅŽ๏ผ‰ไธŽ่‡ชๅฎšไน‰็ณป็ปŸ Prompt๏ผ›
  4. ็‚นๅ‡ปไฟๅญ˜๏ผŒ่ฐƒๅบฆไธญๅฟƒ่‡ชๅŠจๅฐ†ๅ…ถ็บณๅ…ฅ AgentRegistry ไธŽๅ…ฑไบซ้ป‘ๆฟๆŽจๅฏผ้“พไธญ๏ผ

๐Ÿค– 2026 ๆœ€ๆ–ฐ 13 ๅคง AI ๆไพ›ๅ•†ไธŽๆจกๅž‹็Ÿฉ้˜ต

1. ๐Ÿ“ ๆ–‡ๅญ—ๅคงๆจกๅž‹ (Text / LLM Models)

  • ่…พ่ฎฏๆททๅ…ƒ Hy3 (hy3)๏ผš2026 ๆœ€ๆ–ฐๅ‘ๅธƒ๏ผŒ256K ่ถ…้•ฟไธŠไธ‹ๆ–‡๏ผŒๆžๅ…ถๆ“…้•ฟไธญๆ–‡็Ÿญๅ‰งๅฐ่ฏๅˆ›ไฝœใ€‚
  • ่…พ่ฎฏๆททๅ…ƒ Hunyuan-T1 (hunyuan-t1-latest)๏ผšๅŸบไบŽ Hybrid-Mamba MoE ๆžถๆž„็š„ๆทฑๅบฆๆŽจ็†ๆจกๅž‹ใ€‚
  • ็™พๅบฆๆ–‡ๅฟƒ ERNIE 5.1 (ERNIE-5.1)๏ผš2026.05 ๆœ€ๆ–ฐๆ——่ˆฐ๏ผŒๅผบๅŒ–ๅญฆไน  Agent ๅ‰งๆœฌๅˆ›ไฝœไธŽ้€ป่พ‘ๆŽจๆผ”ใ€‚
  • ้˜ฟ้‡Œ้€šไน‰ๅƒ้—ฎ Qwen 3.8-Max (qwen-3.8-max)๏ผš2026.08 ๆœ€ๆ–ฐ 2.4ไธ‡ไบฟ MoE๏ผŒ100ไธ‡ Contextใ€‚
  • DeepSeek-V4-Flash (deepseek-v4-flash-0731)๏ผš2026.07.31 ๆœ€ๆ–ฐ๏ผŒๆž้€Ÿๅ“ๅบ”ไธŽ้•ฟๅ‰งๆœฌๆ‹†่งฃใ€‚
  • DeepSeek-R1 (deepseek-reasoner)๏ผšๅฎ˜ๆ–นๆทฑๅบฆๆŽจ็† CoT ๆ€็ปด้“พๆจกๅž‹ใ€‚
  • ๆœˆไน‹ๆš—้ข Kimi K3 (kimi-k3)๏ผš2.8 ไธ‡ไบฟ MoE๏ผŒ100ไธ‡ Context ๅฐ่ฏดๆ— ๆŸ่งฃๆžใ€‚
  • OpenAI GPT-5.6 Sol (gpt-5.6-sol)๏ผš100ไธ‡ Context ๅฏผๆผ”็บงๆŽจ็†็ผ–ๆผ”ใ€‚

2. ๐ŸŽจ ๅ›พ็‰‡ไธŽ่ง†้ข‘ๅผ•ๆ“Ž (Image & Video Models)

  • ๅญ—่Š‚ Seedream 5.0 (doubao-seedream-5.0)๏ผš4K ่ถ…้ซ˜็ฒพๅ›ฝๆผซไธŽไบŒๆฌกๅ…ƒๅˆ†้•œ็”Ÿๆˆใ€‚
  • ๅฟซๆ‰‹ๅฏ็ต 3.0 Omni (kling-3.0-omni)๏ผšๅŽŸ็”Ÿ 4K 60fps ็”ตๅฝฑ็บง็”ป่ดจไธŽ Pan/Zoom ็‰ฉ็†่ฟ้•œใ€‚
  • ๅญ—่Š‚ Seedance 2.5 (seedance-2.5)๏ผš30 ็ง’่ฟž็ปญ่ง†้ข‘็”ŸๆˆไธŽ 50 ็งๅ‚่€ƒ่ต„ไบงๆŽงๅˆถใ€‚

๐Ÿ“ฅ ๅฟซ้€Ÿๅผ€ๅง‹ไธŽๅฎ‰่ฃ… (Getting Started)

# 1. ๅ…‹้š†ไปฃ็ ๅบ“
git clone https://github.com/Agions/kineo.git
cd kineo

2. ๅฎ‰่ฃ…้กน็›ฎไพ่ต–

pnpm install

3. ๅฏๅŠจๅผ€ๅ‘ๆจกๅผ (Vite Dev + Tauri Desktop)

pnpm tauri dev

4. ๆ‰ง่กŒๆ ‡ๅ‡†ๅŒ–ๆกŒ้ข็ซฏ็ผ–่ฏ‘ๆ‰“ๅŒ…

bash scripts/build-desktop.sh

๐Ÿ“„ ่ฎธๅฏ่ฏ (License)

MIT License ยฉ 2026 Agions

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