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MyPrivateAI

15006902
:מספר הפרויקט
ארז פוליאק
:שמות הסטודנטים המציגים
גב' קמחי-רוכברגר גילה
:שם המנחה
סדנת אפליקציות של Generative AI
:שם הסדנה
מסלול אפליקטיבי
:מסלול הסדנה
:GitHub
פוסטר
מצגת
:תקציר הפרויקט

MyPrivateAI is a local-first desktop application that brings cloud-level AI to sensitive private documents—without sacrificing security, cost, or accessibility.

While existing local AI tools require technical expertise, MyPrivateAI offers a simple installer for researchers, lawyers, and professionals handling confidential data.

The core innovation: Local LLMs typically underperform on complex reasoning compared to GPT-4. Our Optimized Agentic RAG system combines advanced retrieval with multi-turn reasoning agents, enabling complex multi-document analysis once reserved for cloud services. Through systematic validation on research benchmarks, we aim to demonstrate that frontier-level performance is achievable on consumer hardware.

MyPrivateAI will deliver a "cloud LLM experience" locally—completely free, private, and offline—making advanced AI accessible to anyone with sensitive documents.

© 2020 by Academit Tel-Aviv Yaffo.

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