ๆ–‡ไปถๆœ€ๅŽๆไบค่ฎฐๅฝ•ๆœ€ๅŽๆ›ดๆ–ฐๆ—ถ้—ด
feat: ๆทปๅŠ Apricity-InnocoreAIๆฏ•ไธš่ฎพ่ฎก้กน็›ฎ 6 ไธชๆœˆๅ‰
feat: ๆทปๅŠ Apricity-InnocoreAIๆฏ•ไธš่ฎพ่ฎก้กน็›ฎ 6 ไธชๆœˆๅ‰
feat: ๆทปๅŠ Apricity-InnocoreAIๆฏ•ไธš่ฎพ่ฎก้กน็›ฎ 6 ไธชๆœˆๅ‰
feat: ๆทปๅŠ Apricity-InnocoreAIๆฏ•ไธš่ฎพ่ฎก้กน็›ฎ 6 ไธชๆœˆๅ‰
feat: ๆทปๅŠ Apricity-InnocoreAIๆฏ•ไธš่ฎพ่ฎก้กน็›ฎ 6 ไธชๆœˆๅ‰
feat: ๆทปๅŠ Apricity-InnocoreAIๆฏ•ไธš่ฎพ่ฎก้กน็›ฎ 6 ไธชๆœˆๅ‰
feat: ๆทปๅŠ Apricity-InnocoreAIๆฏ•ไธš่ฎพ่ฎก้กน็›ฎ 6 ไธชๆœˆๅ‰
feat: ๆทปๅŠ Apricity-InnocoreAIๆฏ•ไธš่ฎพ่ฎก้กน็›ฎ 6 ไธชๆœˆๅ‰
feat: ๆทปๅŠ Apricity-InnocoreAIๆฏ•ไธš่ฎพ่ฎก้กน็›ฎ 6 ไธชๆœˆๅ‰
feat: ๆทปๅŠ Apricity-InnocoreAIๆฏ•ไธš่ฎพ่ฎก้กน็›ฎ 6 ไธชๆœˆๅ‰
feat: ๆทปๅŠ Apricity-InnocoreAIๆฏ•ไธš่ฎพ่ฎก้กน็›ฎ 6 ไธชๆœˆๅ‰
feat: ๆทปๅŠ Apricity-InnocoreAIๆฏ•ไธš่ฎพ่ฎก้กน็›ฎ 6 ไธชๆœˆๅ‰
feat: ๆทปๅŠ Apricity-InnocoreAIๆฏ•ไธš่ฎพ่ฎก้กน็›ฎ 6 ไธชๆœˆๅ‰
feat: ๆทปๅŠ Apricity-InnocoreAIๆฏ•ไธš่ฎพ่ฎก้กน็›ฎ 6 ไธชๆœˆๅ‰
feat: ๆทปๅŠ Apricity-InnocoreAIๆฏ•ไธš่ฎพ่ฎก้กน็›ฎ 6 ไธชๆœˆๅ‰
feat: ๆทปๅŠ Apricity-InnocoreAIๆฏ•ไธš่ฎพ่ฎก้กน็›ฎ 6 ไธชๆœˆๅ‰
feat: ๆทปๅŠ Apricity-InnocoreAIๆฏ•ไธš่ฎพ่ฎก้กน็›ฎ 6 ไธชๆœˆๅ‰
feat: ๆทปๅŠ Apricity-InnocoreAIๆฏ•ไธš่ฎพ่ฎก้กน็›ฎ 6 ไธชๆœˆๅ‰
feat: ๆทปๅŠ Apricity-InnocoreAIๆฏ•ไธš่ฎพ่ฎก้กน็›ฎ 6 ไธชๆœˆๅ‰
feat: ๆทปๅŠ Apricity-InnocoreAIๆฏ•ไธš่ฎพ่ฎก้กน็›ฎ 6 ไธชๆœˆๅ‰
feat: ๆทปๅŠ Apricity-InnocoreAIๆฏ•ไธš่ฎพ่ฎก้กน็›ฎ 6 ไธชๆœˆๅ‰
README.md

InnoCore AI - ็ ”ๅˆ›ยทๆ™บๆ ธ

ๆ™บ่ƒฝ็ง‘็ ”ๅˆ›ๆ–ฐๅŠฉๆ‰‹ | Intelligent Research Innovation Assistant

Python FastAPI License

ๅŸบไบŽๅคšๆ™บ่ƒฝไฝ“ๅไฝœ็š„็ง‘็ ”ๅ…จๆต็จ‹่‡ชๅŠจๅŒ–็ณป็ปŸ

ๅŸบไบŽ HelloAgent ๆก†ๆžถๆž„ๅปบ๏ผŒๆ”ฏๆŒ็ตๆดป็š„ LLM ๅˆ‡ๆข

English | ็ฎ€ไฝ“ไธญๆ–‡


๐Ÿ“– ้กน็›ฎ็ฎ€ไป‹

InnoCore AI๏ผˆ็ ”ๅˆ›ยทๆ™บๆ ธ๏ผ‰ๆ˜ฏไธ€ไธชๅŸบไบŽ HelloAgent ๆก†ๆžถๆž„ๅปบ็š„ๆ™บ่ƒฝ็ง‘็ ”ๅˆ›ๆ–ฐๅŠฉๆ‰‹็ณป็ปŸใ€‚้€š่ฟ‡ๅคšๆ™บ่ƒฝไฝ“ๅไฝœ๏ผŒๅฎž็ŽฐไปŽ่ฎบๆ–‡ๆœ็ดขใ€ๆทฑๅบฆๅˆ†ๆžใ€ๅ†™ไฝœ่พ…ๅŠฉๅˆฐๅผ•็”จๆ ก้ชŒ็š„็ง‘็ ”ๅ…จๆต็จ‹่‡ชๅŠจๅŒ–ใ€‚

ๆ ธๅฟƒ็‰นๆ€ง

  • ๐Ÿค– ๅคšๆ™บ่ƒฝไฝ“ๅไฝœ๏ผšๅ››ๅคงๆ™บ่ƒฝไฝ“๏ผˆHunter/Miner/Coach/Validator๏ผ‰ๅๅŒๅทฅไฝœ
  • ๐Ÿ”„ ๅŒๆจกๅผๆ”ฏๆŒ๏ผšๅ•็‹ฌๆจกๅผ๏ผˆ็ฒพ็ป†ๆŽงๅˆถ๏ผ‰+ ๅ่ฐƒๆจกๅผ๏ผˆไธ€้”ฎๅฎŒๆˆ๏ผ‰
  • ๐Ÿ“š ๆ™บ่ƒฝ่ฎบๆ–‡ๅˆ†ๆž๏ผš่‡ชๅŠจ่งฃๆž PDF๏ผŒๆๅ–ๅ…ณ้”ฎไฟกๆฏ๏ผŒ็”Ÿๆˆๆทฑๅบฆๅˆ†ๆžๆŠฅๅ‘Š
  • โœ๏ธ AI ๅ†™ไฝœๅŠฉๆ‰‹๏ผšๅญฆๆœฏๆถฆ่‰ฒใ€้ฃŽๆ ผ่ฝฌๆขใ€ๅฎžๆ—ถๅ†™ไฝœๅปบ่ฎฎ
  • ๐Ÿ” ๅผ•็”จๆ™บ่ƒฝๆ ก้ชŒ๏ผš่‡ชๅŠจ่ฏ†ๅˆซ DOI/ArXiv ID๏ผŒ็”Ÿๆˆๅคš็งๆ ผๅผๅผ•็”จ
  • ๐ŸŽฏ ๅทฅไฝœๆต่‡ชๅŠจๅŒ–๏ผšไธ€้”ฎๅฎŒๆˆๆœ็ดขโ†’ๅˆ†ๆžโ†’ๅผ•็”จโ†’ๆŠฅๅ‘Šๅ…จๆต็จ‹

ๆŠ€ๆœฏไบฎ็‚น

  • PDF ๆทฑๅบฆ่งฃๆž๏ผšๆ”ฏๆŒๅญฆๆœฏ่ฎบๆ–‡็š„็ป“ๆž„ๅŒ–ๆๅ–๏ผˆๆ ‡้ข˜ใ€ไฝœ่€…ใ€ๆ‘˜่ฆใ€ๅ…จๆ–‡๏ผ‰
  • ๆททๅˆๆฃ€็ดข๏ผšๅ‘้‡ๆฃ€็ดข + ๅ…ณ้”ฎ่ฏๅŒน้…๏ผŒๆๅ‡ๆฃ€็ดขๅ‡†็กฎๅบฆ
  • ๆตๅผ่พ“ๅ‡บ๏ผšWebSocket ๅฎžๆ—ถไผ ่พ“๏ผŒๆไพ›ๆต็•…็š„ไบคไบ’ไฝ“้ชŒ
  • ๅผ‚ๆญฅๆžถๆž„๏ผšๅŸบไบŽ FastAPI ๅผ‚ๆญฅๆก†ๆžถ๏ผŒ้ซ˜ๆ€ง่ƒฝๅนถๅ‘ๅค„็†
  • ๆจกๅ—ๅŒ–่ฎพ่ฎก๏ผšๆธ…ๆ™ฐ็š„ๅˆ†ๅฑ‚ๆžถๆž„๏ผŒๆ˜“ไบŽๆ‰ฉๅฑ•ๅ’Œ็ปดๆŠค

๐ŸŽฏ ๅบ”็”จๅœบๆ™ฏ

้€‚ๅˆ่ฐไฝฟ็”จ๏ผŸ

  • ๐Ÿ“– ็ ”็ฉถ็”Ÿ/ๅšๅฃซ็”Ÿ๏ผšๅฟซ้€Ÿไบ†่งฃ็ ”็ฉถ้ข†ๅŸŸ๏ผŒ่พ…ๅŠฉ่ฎบๆ–‡ๅ†™ไฝœ
  • ๐Ÿ‘จโ€๐Ÿซ ้ซ˜ๆ กๆ•™ๅธˆ๏ผš่ทŸ่ธชๆœ€ๆ–ฐ็ ”็ฉถ่ฟ›ๅฑ•๏ผŒ่พ…ๅŠฉ่ฏพ้ข˜็”ณๆŠฅ
  • ๐Ÿ”ฌ ไผไธš็ ”ๅ‘ไบบๅ‘˜๏ผšๆŠ€ๆœฏ่ฐƒ็ ”๏ผŒไธ“ๅˆฉๅˆ†ๆž๏ผŒ็ซžๅ“็ ”็ฉถ
  • ๐Ÿ“ ๅญฆๆœฏๅ†™ไฝœ่€…๏ผš่ฎบๆ–‡ๆถฆ่‰ฒ๏ผŒๅผ•็”จ็ฎก็†๏ผŒๆ ผๅผ่ง„่Œƒ

ๅ…ธๅž‹ไฝฟ็”จๅœบๆ™ฏ

  1. ๆ–‡็Œฎ็ปผ่ฟฐ๏ผš่‡ชๅŠจๆœ็ดข็›ธๅ…ณ่ฎบๆ–‡ โ†’ ๆ‰น้‡ๅˆ†ๆž โ†’ ็”Ÿๆˆ็ปผ่ฟฐๆŠฅๅ‘Š
  2. ่ฎบๆ–‡ๅ†™ไฝœ๏ผšๅฎžๆ—ถๆถฆ่‰ฒๅปบ่ฎฎ โ†’ ๅผ•็”จ่‡ชๅŠจ็”Ÿๆˆ โ†’ ๆ ผๅผ่ง„่Œƒๆฃ€ๆŸฅ
  3. ็ ”็ฉถ่ฐƒ็ ”๏ผš่ฟฝ่ธช็‰นๅฎšไธป้ข˜ โ†’ ๅˆ›ๆ–ฐ็‚นๆŒ–ๆŽ˜ โ†’ ็ ”็ฉถๆ–นๅ‘ๅปบ่ฎฎ
  4. ๅญฆๆœฏ็ฟป่ฏ‘๏ผšไธญ่‹ฑไบ’่ฏ‘ โ†’ ๅญฆๆœฏ่กจ่พพไผ˜ๅŒ– โ†’ ๆœฏ่ฏญๆ ‡ๅ‡†ๅŒ–

๐Ÿ—๏ธ ็ณป็ปŸๆžถๆž„

ๆ•ดไฝ“ๆžถๆž„

โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”
โ”‚                    ๅ‰็ซฏ็•Œ้ขๅฑ‚                            โ”‚
โ”‚  โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”  โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”  โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”  โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ” โ”‚
โ”‚  โ”‚ ่ฎบๆ–‡ๆœ็ดข  โ”‚  โ”‚ ๆทฑๅบฆๅˆ†ๆž  โ”‚  โ”‚ ๅ†™ไฝœๅŠฉๆ‰‹  โ”‚  โ”‚ ๅผ•็”จ็ฎก็† โ”‚ โ”‚
โ”‚  โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜  โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜  โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜  โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜ โ”‚
โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜
                          โ†“
โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”
โ”‚                   API ๆŽฅๅฃๅฑ‚                             โ”‚
โ”‚  FastAPI + WebSocket + RESTful API                      โ”‚
โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜
                          โ†“
โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”
โ”‚                 ๆ™บ่ƒฝไฝ“็ผ–ๆŽ’ๅฑ‚                             โ”‚
โ”‚  โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”  โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”  โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”  โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ” โ”‚
โ”‚  โ”‚ ๐Ÿ•ต๏ธHunter โ”‚  โ”‚ ๐Ÿง  Minerโ”‚  โ”‚ โœ๏ธ Coachโ”‚  โ”‚ ๐Ÿ”Ž Validatorโ”‚ โ”‚
โ”‚  โ”‚ ่ฎบๆ–‡ๆœ็ดข โ”‚  โ”‚ ๆทฑๅบฆๅˆ†ๆž  โ”‚  โ”‚ ๅ†™ไฝœๅŠฉๆ‰‹  โ”‚  โ”‚ ๅผ•็”จๆ ก้ชŒ  โ”‚ โ”‚
โ”‚  โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜  โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜  โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜  โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜ โ”‚
โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜
                          โ†“
โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”
โ”‚                   ๆ ธๅฟƒๆœๅŠกๅฑ‚                             โ”‚
โ”‚  PDF่งฃๆž | ๅ‘้‡ๆฃ€็ดข | LLM่ฐƒ็”จ | ไปปๅŠก้˜Ÿๅˆ—                  โ”‚
โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜
                          โ†“
โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”
โ”‚                   ๆ•ฐๆฎๆŒไน…ๅฑ‚                             โ”‚
โ”‚  PostgreSQL | Qdrant | Redis | ๆ–‡ไปถๅญ˜ๅ‚จ                  โ”‚
โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜

ๅ››ๅคงๆ™บ่ƒฝไฝ“

ๆ™บ่ƒฝไฝ“ ่Œ่ดฃ ๆ ธๅฟƒ่ƒฝๅŠ›
๐Ÿ•ต๏ธ Hunter ่ฎบๆ–‡ๆœ็ดขไธŽ็›‘ๆŽง ArXiv/IEEE ๅฎžๆ—ถๆœ็ดข๏ผŒๆ™บ่ƒฝ่ฟ‡ๆปค๏ผŒ่‡ชๅŠจไธ‹่ฝฝ
๐Ÿง  Miner ๆทฑๅบฆๅˆ†ๆžไธŽๆŒ–ๆŽ˜ PDF ่งฃๆž๏ผŒๅˆ›ๆ–ฐ็‚นๆๅ–๏ผŒๅฏนๆฏ”ๅˆ†ๆž๏ผŒๆŠฅๅ‘Š็”Ÿๆˆ
โœ๏ธ Coach ๅ†™ไฝœ่พ…ๅŠฉไธŽๆถฆ่‰ฒ ๅญฆๆœฏๆถฆ่‰ฒ๏ผŒ้ฃŽๆ ผ่ฝฌๆข๏ผŒๅฎžๆ—ถๅปบ่ฎฎ๏ผŒๆœฏ่ฏญไผ˜ๅŒ–
๐Ÿ”Ž Validator ๅผ•็”จๆ ก้ชŒไธŽๆ ผๅผๅŒ– DOI ้ชŒ่ฏ๏ผŒๅคšๆ ผๅผ็”Ÿๆˆ๏ผŒๅ…ƒๆ•ฐๆฎๆ ก้ชŒ๏ผŒๆ ‡ๅ‡†ๅŒ–

Quick Start

1. Installation

# Install core dependencies
python install.py

# Or install manually
pip install fastapi uvicorn python-multipart python-dotenv pydantic httpx requests

2. Configuration

Create .env file:

cp .env.example .env
# Edit .env file and add your OpenAI API key

3. Run Application

python run.py

4. Access

Features

Work Modes

  • Individual Mode: Use each agent independently for specific tasks
  • Workflow Mode โญ: Automated complete workflow coordinating all agents

Agents

  • ๐Ÿ•ต๏ธ Hunter Agent: Literature search and monitoring
  • ๐Ÿง  Miner Agent: Deep paper analysis and insight extraction
  • โœ๏ธ Coach Agent: Writing assistance and style improvement
  • ๐Ÿ”Ž Validator Agent: Citation verification and formatting

Workflow Automation

Complete research workflow in one click:

  1. Search papers (Hunter)
  2. Analyze content (Miner)
  3. Generate citations (Validator)
  4. Create report (Coach)

Project Structure

innocore_ai/
โ”œโ”€โ”€ agents/          # AI agents
โ”œโ”€โ”€ api/            # REST API routes
โ”œโ”€โ”€ core/           # Core functionality
โ”œโ”€โ”€ models/         # Data models
โ”œโ”€โ”€ services/       # Business logic
โ”œโ”€โ”€ utils/          # Utilities
โ”œโ”€โ”€ frontend/       # Web interface
โ”œโ”€โ”€ main.py         # Main application entry
โ”œโ”€โ”€ run.py          # Simple run script
โ”œโ”€โ”€ install.py      # Installation script
โ””โ”€โ”€ requirements-core.txt  # Core dependencies

Requirements

  • Python 3.8+
  • OpenAI API key
  • Redis (optional, for caching)

Development

# Install development dependencies
pip install -r requirements.txt

# Run with auto-reload
python run.py

ๆผ”็คบๆ•ˆๆžœ

ไธป็•Œ้ข - ๅŒๆจกๅผๅˆ‡ๆข

ไธป็•Œ้ข

่ฎบๆ–‡ๆœ็ดขๅŠŸ่ƒฝ

่ฎบๆ–‡ๆœ็ดข

ๆทฑๅบฆๅˆ†ๆžๅŠŸ่ƒฝ

่ฎบๆ–‡ๅˆ†ๆž

๐Ÿ“Š ๆ€ง่ƒฝๆŒ‡ๆ ‡

  • ่ฎบๆ–‡ๆœ็ดข๏ผš~5็ง’๏ผˆArXiv API ๅ“ๅบ”ๆ—ถ้—ด๏ผ‰
  • PDF ่งฃๆž๏ผš~3็ง’/็ฏ‡๏ผˆๆ ‡ๅ‡†ๅญฆๆœฏ่ฎบๆ–‡๏ผ‰
  • ๆทฑๅบฆๅˆ†ๆž๏ผš~20็ง’/็ฏ‡๏ผˆๅซ AI ๆŽจ็†๏ผ‰
  • ๅ†™ไฝœๆถฆ่‰ฒ๏ผš~2็ง’้ฆ–ๅญ—็”Ÿๆˆ๏ผˆๆตๅผ่พ“ๅ‡บ๏ผ‰
  • ๅผ•็”จๆ ก้ชŒ๏ผš~3็ง’/ๆก๏ผˆๅซๅค–้ƒจ API ้ชŒ่ฏ๏ผ‰
  • ๅฎŒๆ•ดๅทฅไฝœๆต๏ผš~70็ง’๏ผˆๆœ็ดข3็ฏ‡+ๅˆ†ๆž+ๅผ•็”จ+ๆŠฅๅ‘Š๏ผ‰

๐Ÿ›ฃ๏ธ ๅผ€ๅ‘่ทฏ็บฟๅ›พ

v1.0๏ผˆๅฝ“ๅ‰็‰ˆๆœฌ๏ผ‰โœ…

  • ๅ››ๅคงๆ™บ่ƒฝไฝ“ๅŸบ็ก€ๅŠŸ่ƒฝ
  • PDF ๆทฑๅบฆ่งฃๆž
  • ๅŒๆจกๅผๅทฅไฝœๆต
  • Web ็•Œ้ข
  • API ๆ–‡ๆกฃ

v1.1๏ผˆ่ฎกๅˆ’ไธญ๏ผ‰

  • ๅ‘้‡ๆ•ฐๆฎๅบ“้›†ๆˆ๏ผˆQdrant๏ผ‰
  • ็”จๆˆท็ณป็ปŸไธŽๆƒ้™็ฎก็†
  • ๅކๅฒ่ฎฐๅฝ•ไธŽๆ”ถ่—ๅŠŸ่ƒฝ
  • ๆ‰น้‡ๅค„็†ไผ˜ๅŒ–

v2.0๏ผˆๆœชๆฅ๏ผ‰

  • ๅŒๅฑ‚็Ÿฅ่ฏ†ๅบ“๏ผˆL1้ข„็ฝฎ+L2็งๆœ‰๏ผ‰
  • ไธชๆ€งๅŒ–ๅ†™ไฝœ้ฃŽๆ ผๅญฆไน 
  • ๅคš่ฏญ่จ€ๆ”ฏๆŒ
  • ็งปๅŠจ็ซฏ้€‚้…

๐Ÿค ่ดก็ŒฎๆŒ‡ๅ—

ๆฌข่ฟŽ่ดก็Œฎไปฃ็ ใ€ๆŠฅๅ‘Š้—ฎ้ข˜ๆˆ–ๆๅ‡บๅปบ่ฎฎ๏ผ

  1. Fork ๆœฌไป“ๅบ“
  2. ๅˆ›ๅปบ็‰นๆ€งๅˆ†ๆ”ฏ (git checkout -b feature/AmazingFeature)
  3. ๆไบคๆ›ดๆ”น (git commit -m 'Add some AmazingFeature')
  4. ๆŽจ้€ๅˆฐๅˆ†ๆ”ฏ (git push origin feature/AmazingFeature)
  5. ๅผ€ๅฏ Pull Request

๐Ÿ“„ ่ฎธๅฏ่ฏ

ๆœฌ้กน็›ฎ้‡‡็”จ MIT ่ฎธๅฏ่ฏ - ่ฏฆ่ง LICENSE ๆ–‡ไปถ

๐Ÿ™ ่‡ด่ฐข

  • HelloAgent - ๅคšๆ™บ่ƒฝไฝ“ๆก†ๆžถ
  • FastAPI - ็Žฐไปฃ Web ๆก†ๆžถ
  • ArXiv API - ๅญฆๆœฏ่ฎบๆ–‡ๆ•ฐ็”จๅผ€ๅ‘ๆก†ๆžถ
  • ArXiv API - ๅญฆๆœฏ่ฎบๆ–‡ๆ•ฐๆฎๆบ

๐Ÿ“ฎ ่”็ณปๆ–นๅผ

  • ้กน็›ฎไธป้กต๏ผšGitHub
  • ้—ฎ้ข˜ๅ้ฆˆ๏ผšIssues
  • ้‚ฎ็ฎฑ๏ผš2827867731@qq.com

ๅฆ‚ๆžœ่ฟ™ไธช้กน็›ฎๅฏนไฝ ๆœ‰ๅธฎๅŠฉ๏ผŒ่ฏท็ป™ไธ€ไธช โญ๏ธ Star๏ผ

Made with โค๏ธ by InnoCore AI Team