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<img src="https://avatars.githubusercontent.com/u/195760091?v=4" width="100" height="100" alt="ACLAS Logo">
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#
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**Official Documentation Hub**
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**Aegis-Graph** is the world's first open-source **Sovereign Academic Audit Protocol**. It uses **Agentic GraphRAG** and a federated swarm of specialized AI agents to perform deep logical verification of academic credentials
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### Key Capabilities
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*© 2026 Atlanta College of Liberal Arts and Sciences (ACLAS College). All Rights Reserved.*
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<img src="https://avatars.githubusercontent.com/u/195760091?v=4" width="100" height="100" alt="ACLAS Logo">
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# ð¡ï¸?Aegis-Graph: Sovereign Audit Network
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**Official Documentation Hub**
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## ð Select Language
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| ð Region | Documentation |
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| **Americas / EMEA** | [ðºð¸ English (Primary)](en/) âÂ?[ð«ð· Français](fr/) âÂ?[ðªð¸ Español](es/) âÂ?[ð©ðê Deutsch](de/) âÂ?[ðµð¹ Português](pt/) |
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| **Asia Pacific** | [ðð° ç¹Âé«Âä¸ÂæÂÂ](zh/) âÂ?[ð¯ðµ æÂ¥æ¬èªÂ](jp/) âÂ?[ð°ð· ÃÂÂêµÂì´](kr/) |
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| **Middle East** | [ð¸ð¦ çÃÂùñèÃÂé](ar/) |
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## ð What is Aegis-Graph?
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**Aegis-Graph** is the world's first open-source **Sovereign Academic Audit Protocol**. It uses **Agentic GraphRAG** and a federated swarm of specialized AI agents to perform deep logical verification of academic credentials â�far beyond what traditional OCR systems can achieve.
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### Key Capabilities
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- **Multi-Agent Forensics**: 3 specialized agents (Vision, Graph, Logic) collaborate in real-time.
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*© 2026 Atlanta College of Liberal Arts and Sciences (ACLAS College). All Rights Reserved.*
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---
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# 🛡️ Chapter 1: The GenAI Threat Landscape
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> [!WARNING]
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> **The era of visual-only verification is over.**
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Traditional OCR and identity verification systems are increasingly vulnerable to high-fidelity synthetic credentials generated by Large Vision Models (LVMs).
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### 🚨 The Rise of Deepfake Credentials
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In 2024-2025, the academic world witnessed a paradigm shift in document forgery. With the advent of multi-modal foundation models, it is now possible to generate:
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- **Indistinguishable Transcripts**: Perfectly matched fonts, paper textures, and institutional seals.
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- **Contextual Fraud**: Forgeries that match real institutional course codes but contain fictitious grades.
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- **Agentic Forgery**: AI agents that can interact with simple verification portals to bypass "human-in-the-loop" checks.
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### 📉 Why Legacy Systems Fail
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Traditional verification (V1.0) relies on:
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1. **OCR (Optical Character Recognition)**: Only reads pixels, not logic.
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2. **Centralized Databases**: Often outdated or missing regional institutional data.
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3. **Visual Inspection**: Human eyes can no longer reliably distinguish between real and AI-generated micro-textures.
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**Aegis-Graph** was born to solve this. We don't just look at the document; we verify the **Academic Topology**.
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<img src="https://avatars.githubusercontent.com/u/195760091?v=4" width="120" height="120" alt="ACLAS Logo" style="border-radius: 20px; box-shadow: 0 10px 30px rgba(0,0,0,0.15)">
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# ð¡ï¸?Aegis-Graph
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### برÙتÙÙÙ٠اÙتدÙÙ٠اÙØ£ÙادÙÙ
٠اÙسÙاد٠ÙاÙتØÙ٠اÙÙ
ÙØ·ÙÙ
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[](https://atlanta-college-of-liberal-arts.gitbook.io/atlanta-college-of-liberal-arts-and-sciences)
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[](https://aclascollege.github.io/aegis-graph/)
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[](LICENSE)
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**"ØÙ
اÙØ© Ù
ستÙب٠اÙتعÙÙÙ
باستخداÙ
اÙØ°Ùاء اÙاصطÙاع٠اÙسÙاد٠ÙاÙØ°Ùاء اÙÙÙÙÙÙ."**
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### ð اÙÙصÙ٠اÙعاÙÙ
Ù (Ù
تعدد اÙÙغات)
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-
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| ð اÙÙ
ÙØ·ÙØ© | Ù
صÙÙÙØ© اÙÙغات |
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| :--- | :--- |
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| **اÙØ£Ù
رÙÙتا٠/ Ø£ÙرÙبا** | [🇺🇸 English](../README.md) â?[🇫🇷 Français](README_FR.md) â?[🇪🇸 Español](README_ES.md) â?[🇩�� Deutsch](README_DE.md) â?[🇵🇹 Português](README_PT.md) |
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| **آسÙا ÙاÙÙ
ØÙØ· اÙÙادئ** | [🇭🇰 ç¹é«ä¸æ](README_ZH.md) â?[🇯🇵 æ¥æ¬èª](README_JP.md) â?[🇰🇷 íêµì´](README_KR.md) |
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| **اÙشر٠اÙØ£Ùسط** | [🇸🇦 اÙعربÙØ© (RTL)](README_AR.md) |
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---
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## ðï¸?اÙسÙا٠اÙÙ
ؤسسÙ
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**Aegis-Graph** Ù٠اÙÙ
شرÙع اÙتÙÙ٠اÙرائد ÙÙ [**ÙÙÙØ© أتÙاÙتا ÙÙÙÙÙ٠اÙÙÙبراÙÙØ© ÙاÙعÙÙÙ
(ACLAS College)**](https://aclas.college/). تÙ
تصÙ
ÙÙ
Ù ÙعÙدة سÙادÙØ© ÙÙ
ÙاÙØØ© اÙتزÙÙر اÙØ£ÙادÙÙ
٠عاÙ٠اÙدÙØ©.
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---
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<div align="right" dir="rtl">
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## ð اÙجÙÙر اÙتÙÙÙ: Agentic GraphRAG
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### ð¤ تØÙÙ٠سرب اÙÙÙÙاء (Agent Swarm)
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- **ÙÙÙ٠اÙطب اÙشرع٠اÙبصرÙ**: ÙØÙ٠أÙÙ
اط اÙضÙضاء ÙشذÙØ° اÙخطÙØ· ÙاÙتشا٠اÙتزÙÙر اÙاصطÙاعÙ.
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- **ÙÙÙÙ Ù
ÙØ§Ø Ø§ÙرسÙÙ
اÙبÙاÙÙØ©**: ÙÙÙØ° استعÙاÙ
ات Ù
تعددة اÙÙÙزات عبر OpenAlex Ù ROR.
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- **ÙÙÙÙ Ù
دÙ٠اÙÙ
ÙØ·Ù**: ÙتØÙÙ Ù
٠اÙجداÙ٠اÙزÙ
ÙÙØ© ÙÙتخرج ÙÙ
Ùط٠اÙساعات اÙÙ
عتÙ
دة.
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<div align="center">
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<p>© 2026 ÙÙÙØ© أتÙاÙتا ÙÙÙÙÙ٠اÙÙÙبراÙÙØ© ÙاÙعÙÙÙ
(ACLAS College). جÙ
Ùع اÙØÙÙÙ Ù
ØÙÙظة.</p>
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搼癩愠楬湧∽散瑮牥㸢 㰠浩牳㵣栢瑴獰⼺愯慶慴獲朮瑩畨畢敳捲湯整瑮挮浯甯ㄯ㔹㘷〰ㄹ瘿㐽•楷瑤㵨ㄢ〲•敨杩瑨∽㈱∰愠瑬∽䍁䅌⁓潌潧•瑳汹㵥戢牯敤慲楤獵›〲硰※潢桳摡睯›‰〱硰㌠瀰⁸杲慢〨〬〬〬ㄮ⤵㸢 ਠ†‣냃鿂鯂ꇂ꿃룂䄿来獩䜭慲桰 ⌠⌣쌠슘쎨슘쎱슙쎈슘쎪슙쎈슙쎃슙쎈슙₄飃Ꟃ駃蓂飃ꫂ飃꿂駃苂駃諂駃苂쌠슘쎧슙쎄슘쎣슙쎃슘쎧슘쎯슙쎊슙쎅슙₊飃Ꟃ駃蓂飃돂駃諂飃Ꟃ飃꿂駃諂쌠슙쎈슘쎧슙쎄슘쎪슘쎭슙쎂슙₂飃Ꟃ駃蓂駃藂駃蛂飃럂駃苂駃諂 ਠ†⅛䑛捯浵湥慴楴湯⡝瑨灴㩳⼯浩桳敩摬潩戯摡敧䐯捯楇䉴潯〰〷㍦猿祴敬昽牯琭敨戭摡敧氦杯㵯楧扴潯♫潬潧潃潬㵲桷瑩⥥⡝瑨灴㩳⼯瑡慬瑮ⵡ潣汬来ⵥ景氭扩牥污愭瑲楧扴潯潩愯汴湡慴挭汯敬敧漭ⵦ楬敢慲牡獴愭摮猭楣湥散⥳ 嬠嬡楌敶䐠浥嵯栨瑴獰⼺椯杭献楨汥獤椮⽯慢杤⽥楌敶䐭浥ⵯ〰晤㡤猿祴敬昽牯琭敨戭摡敧氦杯㵯潧杯敬挭牨浯♥潬潧潃���㵲桷瑩⥥⡝瑨灴㩳⼯捡慬捳汯敬敧朮瑩畨潩愯来獩札慲桰⤯ 嬠嬡楌散獮嵥栨瑴獰⼺椯杭献楨汥獤椮⽯慢杤⽥楌散獮ⵥ䍃䉟ⵙ中彃⸴ⴰ楬桧杴敲㽹瑳汹㵥潦桴ⵥ慢杤⥥⡝䥌䕃华⥅ ਠ†⨪쌢슘쎭슙쎅슘쎧슙쎊슘₩駃藂飃돂飃ꫂ駃苂飃ꣂ駃蓂쌠슘쎧슙쎄슘쎪슘쎹슙쎄슙쎊슙₅飃ꣂ飃Ꟃ飃돂飃ꫂ飃껂飃꿂飃Ꟃ駃藂쌠슘쎧슙쎄슘쎰슙쎃슘쎧슘₡飃Ꟃ駃蓂飃Ꟃ飃뗂飃럂駃蛂飃Ꟃ飃맂駃諂쌠슘쎧슙쎄슘쎳슙쎊슘쎧슘쎯슙₊駃裂飃Ꟃ駃蓂飃냂駃菂飃Ꟃ飃ꇂ쌠슘쎧슙쎄슙쎈슙쎃슙쎊슙쎄슙⺊⨢ਪ⼼楤㹶ਊⴭਭ⌊⌣쌠슰슟슌ₐ飃Ꟃ駃蓂駃裂飃뗂駃裂駃蓂쌠슘쎧슙쎄슘쎹슘쎧슙쎄슙쎅슙₊쌨슙쎅슘쎪슘쎹슘쎯슘₯飃Ꟃ駃蓂駃蓂飃뫂飃Ꟃ飃ꫂ簊쌠슰슟슌₍飃Ꟃ駃蓂駃藂駃蛂飃럂駃苂飃꧂簠쌠슙쎅슘쎵슙쎁슙쎈슙쎁슘₩飃Ꟃ駃蓂駃蓂飃뫂飃Ꟃ飃ꫂ簠簊㨠ⴭ⁼ⴺⴭ簠簊⨠쌪슘쎧슙쎄슘쎣슙쎅슘쎱슙쎊슙쎃슘쎪슘쎧슙₆ 飃ꏂ駃裂飃뇂駃裂飃ꣂ飃Ꟃ⨪簠嬠鿰몇鿰뢇䔠杮楬桳⡝⸮刯䅅䵄⹅摭
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ꋃ胂嬿鿰ꪇ鿰뢇䔠灳썡澱嵬刨䅅䵄彅卅洮⥤쌠슢㾀螟螟⃪敄瑵捳嵨刨䅅䵄彅䕄洮⥤쌠슢㾀螟螟₹潐瑲杵썵슃玪⡝䕒䑁䕍偟⹔摭
⁼⨪飃ꋂ飃돂駃諂飃Ꟃ쌠슙쎈슘쎧슙쎄슙쎅슘쎭슙쎊슘₷飃Ꟃ駃蓂駃蟂飃Ꟃ飃꿂飃ꛂ⨪簠嬠鿰궇鿰낇쌠슧승쎁슩슫쎔스슸쎭슦슖嶇刨䅅䵄彅䡚洮⥤쌠슢㾀螟螟₵ꛃ韂ꗂꛃ鳂곂ꣃꫂ黂⡝䕒䑁䕍䩟⹐摭
ꋃ胂嬿鿰낇鿰랇쌠슭슕쎜슪습쎭슬슖嶴刨䅅䵄彅剋洮⥤簠簊⨠쌪슘쎧슙쎄슘쎴슘쎱슙₂飃Ꟃ駃蓂飃ꏂ駃裂飃돂飃럂⨪簠嬠鿰뢇鿰ꚇ쌠슘쎧슙쎄슘쎹슘쎱슘쎨슙쎊슘₩刨䱔崩刨䅅䵄彅剁洮⥤簠ਊⴭਭ⌊‣냃鿂迂鯂꿃룂쌿슘쎧슙쎄슘쎳슙쎊슘쎧슙₂飃Ꟃ駃蓂駃藂飃꓂飃돂飃돂駃諂ਊ⨪敁楧片灡⩨駃蟂駃裂쌠슘쎧슙쎄슙쎅슘쎴슘쎱슙쎈슘₹飃Ꟃ駃蓂飃ꫂ駃苂駃蛂駃諂쌠슘쎧슙쎄슘쎱슘쎧슘쎦슘₯駃蓂駃胂嬠⨪駃菂駃蓂駃諂飃꧂쌠슘쎣슘쎪슙쎄슘쎧슙쎆슘쎪슘₧駃蓂駃蓂駃臂駃蛂駃裂駃蛂쌠슘쎧슙쎄슙쎄슙쎊슘쎨슘쎱슘쎧슙쎄슙쎊슘₩駃裂飃Ꟃ駃蓂飃맂駃蓂駃裂駃藂⠠䍁䅌⁓潃汬来⥥⨪⡝瑨灴㩳⼯捡慬潣汬来⽥⸩쌠슘쎪슙₅飃ꫂ飃뗂駃藂駃諂駃藂駃蟂쌠슙쎃슘쎹슙쎂슘쎯슘₩飃돂駃諂飃Ꟃ飃꿂駃諂飃꧂쌠슙쎄슙쎅슙쎃슘쎧슙쎁슘쎭슘₩飃Ꟃ駃蓂飃ꫂ飃닂駃裂駃諂飃뇂쌠슘쎧슙쎄슘쎣슙쎃슘쎧슘쎯슙쎊슙쎅슙₊飃맂飃Ꟃ駃蓂駃諂쌠슘쎧슙쎄슘쎯슙쎂슘⺩ਊⴭਭ㰊楤⁶污杩㵮爢杩瑨•楤㵲爢汴㸢ਊ⌣쌠슰슟슚₀飃Ꟃ駃蓂飃곂駃裂駃蟂飃뇂쌠슘쎧슙쎄슘쎪슙쎂슙쎆슙㪊䄠敧瑮捩䜠慲桰䅒ੇ⌊⌣쌠슰슟스ₖ飃ꫂ飃귂駃蓂駃諂駃蓂쌠슘쎳슘쎱슘₨飃Ꟃ駃蓂駃裂駃菂駃蓂飃Ꟃ飃ꇂ⠠杁湥⁴睓牡⥭ⴊ⨠쌪슙쎈슙쎃슙쎊슙₄飃Ꟃ駃蓂飃럂飃ꣂ쌠슘쎧슙쎄슘쎴슘쎱슘쎹슙₊飃Ꟃ駃蓂飃ꣂ飃뗂飃뇂駃諂⨪›駃諂飃귂駃蓂駃蓂쌠슘쎣슙쎆슙쎅슘쎧슘₷飃Ꟃ駃蓂飃뛂駃裂飃뛂飃Ꟃ飃ꇂ쌠슙쎈슘쎴슘쎰슙쎈슘₰飃Ꟃ駃蓂飃껂飃럂駃裂飃럂쌠슙쎄슘쎧슙쎃슘쎪슘쎴슘쎧슙₁飃Ꟃ駃蓂飃ꫂ飃닂駃裂駃諂飃뇂쌠슘쎧슙쎄슘쎧슘쎵슘쎷슙쎆슘쎧슘쎹슙⺊ⴊ⨠쌪슙쎈슙쎃슙쎊슙₄駃藂駃蓂飃Ꟃ飃귂쌠슘쎧슙쎄슘쎱슘쎳슙쎈슙₅飃Ꟃ駃蓂飃ꣂ駃諂飃Ꟃ駃蛂駃諂飃꧂⨪›駃諂駃蛂駃臂飃냂쌠슘쎧슘쎳슘쎪슘쎹슙쎄슘쎧슙쎅슘쎧슘₪駃藂飃ꫂ飃맂飃꿂飃꿂飃꧂쌠슘쎧슙쎄슙쎂슙쎁슘쎲슘쎧슘₪飃맂飃ꣂ飃뇂传数䅮敬⁸駃裂删剏ਮ⨪駃裂駃菂駃諂駃蓂쌠슙쎅슘쎯슙쎂슙₂飃Ꟃ駃蓂駃藂駃蛂飃럂駃苂⨪›駃諂飃ꫂ飃귂駃苂駃苂쌠슙쎅슙₆飃Ꟃ駃蓂飃곂飃꿂飃Ꟃ駃裂駃蓂쌠슘쎧슙쎄슘쎲슙쎅슙쎆슙쎊슘₩駃蓂駃蓂飃ꫂ飃껂飃뇂飃곂쌠슙쎈슙쎅슙쎆슘쎷슙₂飃Ꟃ駃蓂飃돂飃Ꟃ飃맂飃Ꟃ飃ꫂ쌠슘쎧슙쎄슙쎅슘쎹슘쎪슙쎅슘쎯슘⺩ਊ⼼楤㹶ਊⴭਭ㰊楤⁶污杩㵮挢湥整≲ਾ†瀼숾₩〲㘲쌠슙쎃슙쎄슙쎊슘₩飃ꏂ飃ꫂ駃蓂飃Ꟃ駃蛂飃ꫂ飃Ꟃ쌠슙쎄슙쎄슙쎁슙쎆슙쎈슙₆飃Ꟃ駃蓂駃蓂駃諂飃ꣂ飃뇂飃Ꟃ駃蓂駃諂飃꧂쌠슙쎈슘쎧슙쎄슘쎹슙쎄슙쎈슙₅䄨䱃十䌠汯敬敧⸩쌠슘쎬슙쎅슙쎊슘₹飃Ꟃ駃蓂飃귂駃苂駃裂駃苂쌠슙쎅슘쎭슙쎁슙쎈슘쎸슘⺩⼼㹰㰊搯癩ਾ
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i18n/README_DE.md
CHANGED
|
@@ -1,46 +1,46 @@
|
|
| 1 |
<div align="center">
|
| 2 |
<img src="https://avatars.githubusercontent.com/u/195760091?v=4" width="120" height="120" alt="ACLAS Logo" style="border-radius: 20px; box-shadow: 0 10px 30px rgba(0,0,0,0.15)">
|
| 3 |
|
| 4 |
-
#
|
| 5 |
-
### Souveränes akademisches Prüf- und logisches Verifizierungsprotokoll
|
| 6 |
|
| 7 |
[](https://atlanta-college-of-liberal-arts.gitbook.io/atlanta-college-of-liberal-arts-and-sciences)
|
| 8 |
[](https://aclascollege.github.io/aegis-graph/)
|
| 9 |
[](LICENSE)
|
| 10 |
|
| 11 |
-
**"Verteidigung der Zukunft der Bildung mit souveräner KI & Agentic Intelligence."**
|
| 12 |
</div>
|
| 13 |
|
| 14 |
---
|
| 15 |
|
| 16 |
-
###
|
| 17 |
|
| 18 |
-
|
|
| 19 |
| :--- | :--- |
|
| 20 |
-
| **Amerikas / EMEA** | [
|
| 21 |
-
| **Asien-Pazifik** | [
|
| 22 |
-
| **Naher Osten** | [
|
| 23 |
|
| 24 |
---
|
| 25 |
|
| 26 |
-
##
|
| 27 |
|
| 28 |
-
**Aegis-Graph** ist das technische Flaggschiff des [**Atlanta College of Liberal Arts and Sciences (ACLAS College)**](https://aclas.college/). Es wurde als souveräner Knotenpunkt entwickelt, um hochgradigen akademischen Betrug durch KI-Modelle zu bekämpfen.
|
| 29 |
|
| 30 |
---
|
| 31 |
|
| 32 |
-
##
|
| 33 |
|
| 34 |
-
Im Gegensatz zur herkömmlichen OCR-Verifizierung prüft Aegis-Graph die **logische Topologie** über eine 3-stufige Rechenkaskade.
|
| 35 |
|
| 36 |
-
###
|
| 37 |
- **Vision Forensics Agent**: Analysiert Rauschmuster und Schriftanomalien zur Erkennung synthetischer Dokumente.
|
| 38 |
-
- **Graph Navigator Agent**: Führt Multi-Hop-Abfragen in OpenAlex (250 Mio.+ Datensätze) und ROR durch.
|
| 39 |
-
- **Logic Auditor Agent**: Ãberprüft Abschluss-Zeitlinien und Kredit-Logik.
|
| 40 |
|
| 41 |
---
|
| 42 |
|
| 43 |
-
##
|
| 44 |
|
| 45 |
```bash
|
| 46 |
# Sovereign Node klonen
|
|
@@ -57,5 +57,5 @@ python main_pipeline.py --input examples/sample_transcript.pdf
|
|
| 57 |
---
|
| 58 |
|
| 59 |
<div align="center">
|
| 60 |
-
<p>© 2026 Atlanta College of Liberal Arts and Sciences (ACLAS College). Alle Rechte vorbehalten.</p>
|
| 61 |
</div>
|
|
|
|
| 1 |
<div align="center">
|
| 2 |
<img src="https://avatars.githubusercontent.com/u/195760091?v=4" width="120" height="120" alt="ACLAS Logo" style="border-radius: 20px; box-shadow: 0 10px 30px rgba(0,0,0,0.15)">
|
| 3 |
|
| 4 |
+
# ð¡ï¸?Aegis-Graph
|
| 5 |
+
### Souveränes akademisches Prüf- und logisches Verifizierungsprotokoll
|
| 6 |
|
| 7 |
[](https://atlanta-college-of-liberal-arts.gitbook.io/atlanta-college-of-liberal-arts-and-sciences)
|
| 8 |
[](https://aclascollege.github.io/aegis-graph/)
|
| 9 |
[](LICENSE)
|
| 10 |
|
| 11 |
+
**"Verteidigung der Zukunft der Bildung mit souveräner KI & Agentic Intelligence."**
|
| 12 |
</div>
|
| 13 |
|
| 14 |
---
|
| 15 |
|
| 16 |
+
### ð Globale Erreichbarkeit (Multi-language)
|
| 17 |
|
| 18 |
+
| ð Region | Sprachmatrix |
|
| 19 |
| :--- | :--- |
|
| 20 |
+
| **Amerikas / EMEA** | [ðºð¸ English](../README.md) âÂ?[ð«ð· Français](README_FR.md) âÂ?[ðªð¸ Español](README_ES.md) âÂ?[ð©ðê Deutsch](README_DE.md) âÂ?[ðµð¹ Português](README_PT.md) |
|
| 21 |
+
| **Asien-Pazifik** | [ðð° ç¹Âé«Âä¸ÂæÂÂ](README_ZH.md) âÂ?[ð¯ðµ æÂ¥æ¬èªÂ](README_JP.md) âÂ?[ð°ð· ÃÂÂêµÂì´](README_KR.md) |
|
| 22 |
+
| **Naher Osten** | [ð¸ð¦ çÃÂùñèÃÂé (RTL)](README_AR.md) |
|
| 23 |
|
| 24 |
---
|
| 25 |
|
| 26 |
+
## ðÂÂÂï¸?Institutioneller Hintergrund
|
| 27 |
|
| 28 |
+
**Aegis-Graph** ist das technische Flaggschiff des [**Atlanta College of Liberal Arts and Sciences (ACLAS College)**](https://aclas.college/). Es wurde als souveräner Knotenpunkt entwickelt, um hochgradigen akademischen Betrug durch KI-Modelle zu bekämpfen.
|
| 29 |
|
| 30 |
---
|
| 31 |
|
| 32 |
+
## ð Technischer Kern: Agentic GraphRAG
|
| 33 |
|
| 34 |
+
Im Gegensatz zur herkömmlichen OCR-Verifizierung prüft Aegis-Graph die **logische Topologie** über eine 3-stufige Rechenkaskade.
|
| 35 |
|
| 36 |
+
### ð¤ Analyse des Agent Swarms
|
| 37 |
- **Vision Forensics Agent**: Analysiert Rauschmuster und Schriftanomalien zur Erkennung synthetischer Dokumente.
|
| 38 |
+
- **Graph Navigator Agent**: Führt Multi-Hop-Abfragen in OpenAlex (250 Mio.+ Datensätze) und ROR durch.
|
| 39 |
+
- **Logic Auditor Agent**: ÃÂberprüft Abschluss-Zeitlinien und Kredit-Logik.
|
| 40 |
|
| 41 |
---
|
| 42 |
|
| 43 |
+
## ð ï¸?Schnellstart
|
| 44 |
|
| 45 |
```bash
|
| 46 |
# Sovereign Node klonen
|
|
|
|
| 57 |
---
|
| 58 |
|
| 59 |
<div align="center">
|
| 60 |
+
<p>© 2026 Atlanta College of Liberal Arts and Sciences (ACLAS College). Alle Rechte vorbehalten.</p>
|
| 61 |
</div>
|
i18n/README_ES.md
CHANGED
|
@@ -1,69 +1,69 @@
|
|
| 1 |
<div align="center">
|
| 2 |
<img src="https://avatars.githubusercontent.com/u/195760091?v=4" width="120" height="120" alt="ACLAS Logo" style="border-radius: 20px; box-shadow: 0 10px 30px rgba(0,0,0,0.15)">
|
| 3 |
|
| 4 |
-
#
|
| 5 |
-
### Protocolo de
|
| 6 |
|
| 7 |
[](https://atlanta-college-of-liberal-arts.gitbook.io/atlanta-college-of-liberal-arts-and-sciences)
|
| 8 |
[](https://aclascollege.github.io/aegis-graph/)
|
| 9 |
[](LICENSE)
|
| 10 |
|
| 11 |
-
**"Defendiendo el Futuro de la Educación con IA Soberana e Inteligencia
|
| 12 |
</div>
|
| 13 |
|
| 14 |
---
|
| 15 |
|
| 16 |
-
###
|
| 17 |
|
| 18 |
-
|
|
| 19 |
| :--- | :--- |
|
| 20 |
-
| **
|
| 21 |
-
| **Asia
|
| 22 |
-
| **Medio Oriente** | [
|
| 23 |
|
| 24 |
---
|
| 25 |
|
| 26 |
-
##
|
| 27 |
|
| 28 |
-
**Aegis-Graph** es el buque insignia
|
| 29 |
|
| 30 |
---
|
| 31 |
|
| 32 |
-
##
|
| 33 |
|
| 34 |
-
A diferencia de la verificación OCR tradicional, Aegis-Graph verifica la **
|
| 35 |
|
| 36 |
-
###
|
| 37 |
-
- **Vision Forensics Agent**: Analiza patrones de ruido, consistencia de metadatos y
|
| 38 |
- **Graph Navigator Agent**: Ejecuta consultas multi-salto en OpenAlex (250M+ registros) y ROR para verificar la legitimidad institucional.
|
| 39 |
-
- **Logic Auditor Agent**: Verifica
|
| 40 |
|
| 41 |
---
|
| 42 |
|
| 43 |
-
##
|
| 44 |
|
| 45 |
Aegis-Graph implementa un modelo de seguridad **"Sovereign Edge"**:
|
| 46 |
-
* **Limpieza de PII**: La información personal se elimina o cifra en el borde (nivel NPU) antes de la
|
| 47 |
-
* **RAM-Only Execution**: El procesamiento ocurre en memoria
|
| 48 |
|
| 49 |
---
|
| 50 |
|
| 51 |
-
##
|
| 52 |
|
| 53 |
```bash
|
| 54 |
# Clonar el nodo soberano
|
| 55 |
git clone https://github.com/aclascollege/aegis-graph.git
|
| 56 |
cd aegis-graph
|
| 57 |
|
| 58 |
-
# Instalación
|
| 59 |
pip install -r requirements.txt
|
| 60 |
|
| 61 |
-
# Iniciar
|
| 62 |
python main_pipeline.py --input examples/sample_transcript.pdf
|
| 63 |
```
|
| 64 |
|
| 65 |
---
|
| 66 |
|
| 67 |
<div align="center">
|
| 68 |
-
<p>© 2026 Atlanta College of Liberal Arts and Sciences (ACLAS College). Todos los derechos reservados.</p>
|
| 69 |
</div>
|
|
|
|
| 1 |
<div align="center">
|
| 2 |
<img src="https://avatars.githubusercontent.com/u/195760091?v=4" width="120" height="120" alt="ACLAS Logo" style="border-radius: 20px; box-shadow: 0 10px 30px rgba(0,0,0,0.15)">
|
| 3 |
|
| 4 |
+
# ð¡ï¸?Aegis-Graph
|
| 5 |
+
### Protocolo de AuditorÃÂa Académica Soberana y Verificación Lógica
|
| 6 |
|
| 7 |
[](https://atlanta-college-of-liberal-arts.gitbook.io/atlanta-college-of-liberal-arts-and-sciences)
|
| 8 |
[](https://aclascollege.github.io/aegis-graph/)
|
| 9 |
[](LICENSE)
|
| 10 |
|
| 11 |
+
**"Defendiendo el Futuro de la Educación con IA Soberana e Inteligencia Agéntica."**
|
| 12 |
</div>
|
| 13 |
|
| 14 |
---
|
| 15 |
|
| 16 |
+
### ð Accesibilidad Global (Multi-idioma)
|
| 17 |
|
| 18 |
+
| ð Región | Matriz de Idiomas |
|
| 19 |
| :--- | :--- |
|
| 20 |
+
| **Américas / EMEA** | [ðºð¸ English](../README.md) âÂ?[ð«ð· Français](README_FR.md) âÂ?[ðªð¸ Español](README_ES.md) âÂ?[ð©ðê Deutsch](README_DE.md) âÂ?[ðµð¹ Português](README_PT.md) |
|
| 21 |
+
| **Asia PacÃÂfico** | [ðð° ç¹Âé«Âä¸ÂæÂÂ](README_ZH.md) âÂ?[ð¯ðµ æÂ¥æ¬èªÂ](README_JP.md) âÂ?[ð°ð· ÃÂÂêµÂì´](README_KR.md) |
|
| 22 |
+
| **Medio Oriente** | [ð¸ð¦ çÃÂùñèÃÂé (RTL)](README_AR.md) |
|
| 23 |
|
| 24 |
---
|
| 25 |
|
| 26 |
+
## ðÂÂÂï¸?Contexto Institucional
|
| 27 |
|
| 28 |
+
**Aegis-Graph** es el buque insignia técnico del [**Atlanta College of Liberal Arts and Sciences (ACLAS College)**](https://aclas.college/). Está diseñado como un nodo soberano para combatir el fraude académico de alta fidelidad generado por modelos de IA y visión.
|
| 29 |
|
| 30 |
---
|
| 31 |
|
| 32 |
+
## ð Núcleo Técnico: Agentic GraphRAG
|
| 33 |
|
| 34 |
+
A diferencia de la verificación OCR tradicional, Aegis-Graph verifica la **TopologÃÂa Lógica** a través de una cascada de cómputo de 3 niveles.
|
| 35 |
|
| 36 |
+
### ð¤ Desglose del Agent Swarm
|
| 37 |
+
- **Vision Forensics Agent**: Analiza patrones de ruido, consistencia de metadatos y anomalÃÂas de fuentes para detectar generación sintética.
|
| 38 |
- **Graph Navigator Agent**: Ejecuta consultas multi-salto en OpenAlex (250M+ registros) y ROR para verificar la legitimidad institucional.
|
| 39 |
+
- **Logic Auditor Agent**: Verifica lÃÂneas de tiempo de graduación, dependencias de cursos y lógica de créditos.
|
| 40 |
|
| 41 |
---
|
| 42 |
|
| 43 |
+
## ð Seguridad y Privacidad
|
| 44 |
|
| 45 |
Aegis-Graph implementa un modelo de seguridad **"Sovereign Edge"**:
|
| 46 |
+
* **Limpieza de PII**: La información personal se elimina o cifra en el borde (nivel NPU) antes de la travesÃÂa del grafo.
|
| 47 |
+
* **RAM-Only Execution**: El procesamiento ocurre en memoria efÃÂmera, sin dejar rastro de los archivos auditados.
|
| 48 |
|
| 49 |
---
|
| 50 |
|
| 51 |
+
## ð ï¸?Inicio Rápido
|
| 52 |
|
| 53 |
```bash
|
| 54 |
# Clonar el nodo soberano
|
| 55 |
git clone https://github.com/aclascollege/aegis-graph.git
|
| 56 |
cd aegis-graph
|
| 57 |
|
| 58 |
+
# Instalación
|
| 59 |
pip install -r requirements.txt
|
| 60 |
|
| 61 |
+
# Iniciar AuditorÃÂa
|
| 62 |
python main_pipeline.py --input examples/sample_transcript.pdf
|
| 63 |
```
|
| 64 |
|
| 65 |
---
|
| 66 |
|
| 67 |
<div align="center">
|
| 68 |
+
<p>© 2026 Atlanta College of Liberal Arts and Sciences (ACLAS College). Todos los derechos reservados.</p>
|
| 69 |
</div>
|
i18n/README_JP.md
CHANGED
|
@@ -1,51 +1,51 @@
|
|
| 1 |
<div align="center">
|
| 2 |
<img src="https://avatars.githubusercontent.com/u/195760091?v=4" width="120" height="120" alt="ACLAS Logo" style="border-radius: 20px; box-shadow: 0 10px 30px rgba(0,0,0,0.15)">
|
| 3 |
|
| 4 |
-
#
|
| 5 |
-
###
|
| 6 |
[](https://atlanta-college-of-liberal-arts.gitbook.io/atlanta-college-of-liberal-arts-and-sciences)
|
| 7 |
[](https://aclascollege.github.io/aegis-graph/)
|
| 8 |
[](LICENSE)
|
| 9 |
|
| 10 |
-
**
|
| 11 |
</div>
|
| 12 |
|
| 13 |
---
|
| 14 |
|
| 15 |
-
###
|
| 16 |
|
| 17 |
-
|
|
| 18 |
| :--- | :--- |
|
| 19 |
-
| **
|
| 20 |
-
| **
|
| 21 |
-
| **
|
| 22 |
|
| 23 |
---
|
| 24 |
|
| 25 |
-
##
|
| 26 |
-
**Aegis-Graph**
|
| 27 |
---
|
| 28 |
|
| 29 |
-
##
|
| 30 |
|
| 31 |
-
###
|
| 32 |
---
|
| 33 |
|
| 34 |
-
##
|
| 35 |
|
| 36 |
```bash
|
| 37 |
-
#
|
| 38 |
git clone https://github.com/aclascollege/aegis-graph.git
|
| 39 |
cd aegis-graph
|
| 40 |
|
| 41 |
-
#
|
| 42 |
pip install -r requirements.txt
|
| 43 |
|
| 44 |
-
#
|
| 45 |
```
|
| 46 |
|
| 47 |
---
|
| 48 |
|
| 49 |
<div align="center">
|
| 50 |
-
<p>© 2026 Atlanta College of Liberal Arts and Sciences (ACLAS College). All rights reserved.</p>
|
| 51 |
</div>
|
|
|
|
| 1 |
<div align="center">
|
| 2 |
<img src="https://avatars.githubusercontent.com/u/195760091?v=4" width="120" height="120" alt="ACLAS Logo" style="border-radius: 20px; box-shadow: 0 10px 30px rgba(0,0,0,0.15)">
|
| 3 |
|
| 4 |
+
# ð¡ï¸?Aegis-Graph
|
| 5 |
+
### 主権çÂÂå¦è¡Âç£æÂȋÂÂãÂÂã³è«ÂçÂÂæ¤Â証ãÂÂãÂÂãÂÂã³ãÂ?
|
| 6 |
[](https://atlanta-college-of-liberal-arts.gitbook.io/atlanta-college-of-liberal-arts-and-sciences)
|
| 7 |
[](https://aclascollege.github.io/aegis-graph/)
|
| 8 |
[](LICENSE)
|
| 9 |
|
| 10 |
+
**ãÂÂ主æ¨?AI ã¨ã¨ã¼ã¸ã§ã³ãÂÂÃ¥ÂÂã¤ã³ãÂÂãªã¸ã§ã³ã¹ã§æÂÂè²ã®æªæÂ¥ãÂÂå®ÂãÂÂãÂÂãÂ?*
|
| 11 |
</div>
|
| 12 |
|
| 13 |
---
|
| 14 |
|
| 15 |
+
### ð ã°ãÂÂã¼ãÂÂã«ã¢ã¯ãÂȋ·ãÂÂãªãÂÂãÂ?(å¤Âè¨Âèª?
|
| 16 |
|
| 17 |
+
| ð å°å | è¨ÂèªÂãÂÂãÂÂãªãÂÂã¯ãÂ?|
|
| 18 |
| :--- | :--- |
|
| 19 |
+
| **Ã¥ÂÂÃ¥ÂÂã¢ã¡ãªã« / EMEA** | [ðºð¸ English](../README.md) âÂ?[ð«ð· Français](README_FR.md) âÂ?[ðªð¸ Español](README_ES.md) âÂ?[ð©ðê Deutsch](README_DE.md) âÂ?[ðµð¹ Português](README_PT.md) |
|
| 20 |
+
| **ã¢ã¸ã¢太平æ´Â** | [ðð° ç¹Âé«Âä¸ÂæÂÂ](README_ZH.md) âÂ?[ð¯ðµ æÂ¥æ¬èªÂ](README_JP.md) âÂ?[ð°ð· ÃÂÂêµÂì´](README_KR.md) |
|
| 21 |
+
| **ä¸Âæ±** | [ð¸ð¦ çÃÂùñèÃÂé (RTL)](README_AR.md) |
|
| 22 |
|
| 23 |
---
|
| 24 |
|
| 25 |
+
## ðÂÂÂï¸?æ©Âé¢ã®èÂÂæÂ?
|
| 26 |
+
**Aegis-Graph** ãÂ?[**ã¢ãÂÂã©ã³ã¿ãÂȋªãÂÂã©ã«ã¢ã¼ãÂÂãÂȋµã¤ã¨ã³ã¹大åÂ?(ACLAS College)**](https://aclas.college/) ã®æÂÂè¡ÂçÂÂãªæÂÂè¦ãÂÂãÂÂã¸ã§ã¯ãÂÂã§ãÂÂãÂÂAI ã«ãÂÂã£ã¦çÂÂæÂÂãÂÂãÂÂãÂÂé«Â精度ã®å¦è¡Âä¸Âæ£ã«対æÂÂãÂÂãÂÂãÂÂãÂÂã®主権ãÂÂã¼ãÂÂã¨ãÂÂã¦è¨Âè¨ÂãÂÂãÂÂã¦ãÂÂã¾ãÂÂãÂ?
|
| 27 |
---
|
| 28 |
|
| 29 |
+
## ð æÂÂè¡Âã®ä¸Âæ ¸: Agentic GraphRAG
|
| 30 |
|
| 31 |
+
### ð¤ ã¨ã¼ã¸ã§ã³ãÂÂãÂȋ¹ã¦ã©ã¼ã ã®åÂÂè§?- **è¦Âè¦ÂãÂÂã©ã‹³ã¸ãÂÂã¯ãÂȋ¨ã¼ã¸ã§ã³ãÂÂ**: ãÂÂã¤ãºãÂÂã¿ã¼ã³ãÂÂãÂÂã©ã³ãÂÂã®ç°常ãÂÂÃ¥ÂÂæÂÂãÂÂãÂÂÃ¥ÂÂæÂÂãÂÂãÂÂãÂ¥ã¡ã³ãÂÂãÂÂæ¤ÂåºãÂÂã¾ãÂÂãÂ?- **ã°ã©ãÂÂãÂÂãÂÂã²ã¼ã¿ã¼ãÂȋ¨ã¼ã¸ã§ã³ãÂÂ**: OpenAlex (2.5Ã¥ÂÂ件以ä¸Âã®è¨ÂéÂ? ãÂ?ROR ãÂÂè·¨ãÂÂã§ãÂÂã«ãÂÂãÂÂãÂÂãÂÂã¯ã¨ãªãÂÂå®Âè¡ÂãÂÂã¾ãÂÂãÂ?- **ãÂÂã¸ãÂÂã¯ç£æÂȋ¨ã¼ã¸ã§ã³ãÂÂ**: Ã¥ÂÂæ¥Âã®ã¿ã¤ã ã©ã¤ã³ãÂÂÃ¥ÂÂä½Âã®è«ÂçÂÂæ§ãÂÂæ¤Â証ãÂÂã¾ãÂÂãÂ?
|
| 32 |
---
|
| 33 |
|
| 34 |
+
## ð ï¸?ã¯ã¤ãÂÂã¯ã¹ã¿ã¼ãÂÂ
|
| 35 |
|
| 36 |
```bash
|
| 37 |
+
# ãªãÂÂã¸ãÂÂãªã®ã¯ãÂÂã¼ã³
|
| 38 |
git clone https://github.com/aclascollege/aegis-graph.git
|
| 39 |
cd aegis-graph
|
| 40 |
|
| 41 |
+
# ã¤ã³ã¹ãÂÂã¼ã«
|
| 42 |
pip install -r requirements.txt
|
| 43 |
|
| 44 |
+
# ç£æÂȋ®å®Âè¡?python main_pipeline.py --input examples/sample_transcript.pdf
|
| 45 |
```
|
| 46 |
|
| 47 |
---
|
| 48 |
|
| 49 |
<div align="center">
|
| 50 |
+
<p>© 2026 Atlanta College of Liberal Arts and Sciences (ACLAS College). All rights reserved.</p>
|
| 51 |
</div>
|
i18n/README_KR.md
CHANGED
|
@@ -1,43 +1,43 @@
|
|
| 1 |
<div align="center">
|
| 2 |
<img src="https://avatars.githubusercontent.com/u/195760091?v=4" width="120" height="120" alt="ACLAS Logo" style="border-radius: 20px; box-shadow: 0 10px 30px rgba(0,0,0,0.15)">
|
| 3 |
|
| 4 |
-
#
|
| 5 |
-
###
|
| 6 |
|
| 7 |
[](https://atlanta-college-of-liberal-arts.gitbook.io/atlanta-college-of-liberal-arts-and-sciences)
|
| 8 |
[](https://aclascollege.github.io/aegis-graph/)
|
| 9 |
[](LICENSE)
|
| 10 |
|
| 11 |
-
**"
|
| 12 |
</div>
|
| 13 |
|
| 14 |
---
|
| 15 |
|
| 16 |
-
###
|
| 17 |
|
| 18 |
-
|
|
| 19 |
| :--- | :--- |
|
| 20 |
-
| **
|
| 21 |
-
| **
|
| 22 |
-
| **
|
| 23 |
|
| 24 |
---
|
| 25 |
|
| 26 |
-
##
|
| 27 |
|
| 28 |
-
**Aegis-Graph**
|
| 29 |
|
| 30 |
---
|
| 31 |
|
| 32 |
-
##
|
| 33 |
|
| 34 |
-
###
|
| 35 |
-
- **
|
| 36 |
-
- **
|
| 37 |
-
- **
|
| 38 |
|
| 39 |
---
|
| 40 |
|
| 41 |
<div align="center">
|
| 42 |
-
<p>© 2026 Atlanta College of Liberal Arts and Sciences (ACLAS College). All rights reserved.</p>
|
| 43 |
</div>
|
|
|
|
| 1 |
<div align="center">
|
| 2 |
<img src="https://avatars.githubusercontent.com/u/195760091?v=4" width="120" height="120" alt="ACLAS Logo" style="border-radius: 20px; box-shadow: 0 10px 30px rgba(0,0,0,0.15)">
|
| 3 |
|
| 4 |
+
# ð¡ï¸?Aegis-Graph
|
| 5 |
+
### 주궠ÃÂÂì ê°Âì¬ ë°?ëÂ
¼ë¦¬ ê²Âì¦?ÃÂÂë¡Âàì½Â
|
| 6 |
|
| 7 |
[](https://atlanta-college-of-liberal-arts.gitbook.io/atlanta-college-of-liberal-arts-and-sciences)
|
| 8 |
[](https://aclascollege.github.io/aegis-graph/)
|
| 9 |
[](LICENSE)
|
| 10 |
|
| 11 |
+
**"주궠AIì ìÂÂì´ì Âø ì§ÂëÂ¥ì¼ë¡?êµÂì¡ìÂ?미ëÂÂë¥?ì§Âäë¤."**
|
| 12 |
</div>
|
| 13 |
|
| 14 |
---
|
| 15 |
|
| 16 |
+
### ð ê¸Âë¡Âë² ì Âê·¼ìÂ?(ë¤êµÂìÂ?
|
| 17 |
|
| 18 |
+
| ð ì§ÂìÂ?| ì¸ì´ 매øë¦Âì¤ |
|
| 19 |
| :--- | :--- |
|
| 20 |
+
| **미주 / EMEA** | [ðºð¸ English](../README.md) âÂ?[ð«ð· Français](README_FR.md) âÂ?[ðªð¸ Español](README_ES.md) âÂ?[ð©ðê Deutsch](README_DE.md) âÂ?[ðµð¹ Português](README_PT.md) |
|
| 21 |
+
| **ìÂÂìÂÂìÂ?ÃÂÂÃÂÂìÂ?* | [ðð° ç¹Âé«Âä¸ÂæÂÂ](README_ZH.md) âÂ?[ð¯ðµ æÂ¥æ¬èªÂ](README_JP.md) âÂ?[ð°ð· ÃÂÂêµÂì´](README_KR.md) |
|
| 22 |
+
| **ì¤ÂëÂÂ** | [ð¸ð¦ çÃÂùñèÃÂé (RTL)](README_AR.md) |
|
| 23 |
|
| 24 |
---
|
| 25 |
|
| 26 |
+
## ðÂÂÂï¸?기괠배경
|
| 27 |
|
| 28 |
+
**Aegis-Graph**ëÂ?[**ìÂÂÃÂÂëÂÂàìÂÂì ì¸문과ÃÂÂëÂÂÃÂ?(ACLAS College)**](https://aclas.college/)ìÂ?Ãµì¬ 기ì ÃÂÂë¡Âì ÂøìÂÂ
ëÂÂëÂ? ìÂÂì±ÃÂ?AIìÂ?ìÂÂà고ì Âë° ÃÂÂì ìÂÂì¡°ìÂ?ëÂÂìÂÂÃÂÂê¸?ìÂÂô ì¤ê³ÂëÂ?주궠ëÂ
¸ëÂÂìÂÂ
ëÂÂëÂ?
|
| 29 |
|
| 30 |
---
|
| 31 |
|
| 32 |
+
## ð 기ì Ãµì¬: Agentic GraphRAG
|
| 33 |
|
| 34 |
+
### ð¤ ìÂÂì´ì Âø ì¤ìÂÂ(Agent Swarm) ìÂÂì¸
|
| 35 |
+
- **ìÂÂ갠ìë ÂìÂ?ìÂÂì´ì Âø**: ëÂ
¸ì´ì¦?èô ë°?ìÂÂì²´ ì´ìÂÂìÂ?ë¶ÂìÂÂÃÂÂì¬ Ã©ì± ìÂÂì¡°ë¥?ÃÂÂì§ÂéëÂÂëÂ?
|
| 36 |
+
- **ê·¸ëÂÂÃÂ?ë¤ë¹Âê²Âì´ÃÂ?ìÂÂì´ì Âø**: OpenAlex(2.5ìÂ?ê°?ì´ìÂÂìÂ?기ë¡Â) ë°?RORìÂ?õô ë©Âðà쿼리ë¥?ìÂÂÃÂÂéëÂÂëÂ?
|
| 37 |
+
- **ëÂ
¼ë¦¬ ê°Âì¬ ìÂÂì´ì Âø**: 졸ìÂÂ
ÃÂÂìÂÂë¼ìÂ?ë°?ÃÂÂì  ëÂ
¼ë¦¬ì±ì êµÂì°¨ ê²Âì¦ÂéëÂÂë¤.
|
| 38 |
|
| 39 |
---
|
| 40 |
|
| 41 |
<div align="center">
|
| 42 |
+
<p>© 2026 Atlanta College of Liberal Arts and Sciences (ACLAS College). All rights reserved.</p>
|
| 43 |
</div>
|