@@ -593,23 +593,26 @@ <h2 class="sec-title">Selected Work</h2>
593593 </ div >
594594 < div >
595595 < div class ="proj-num "> 06</ div >
596- < div class ="proj-name "> My AI App – RAG-Based Knowledge Assistant </ div >
596+ < div class ="proj-name "> My AI App – RAG-Based Knowledge & Notes Platform </ div >
597597
598598 < ul class ="proj-ul ">
599599 < li > Built a Retrieval-Augmented Generation (RAG) system using Laravel, enabling users to create a private,
600600 searchable knowledge base from uploaded documents.</ li >
601-
601+
602602 < li > Implemented ingestion pipeline with document chunking, embedding generation, and storage for efficient
603603 semantic retrieval.</ li >
604-
604+
605605 < li > Developed similarity search using cosine similarity to retrieve relevant document chunks for user queries.
606606 </ li >
607-
607+
608608 < li > Integrated Laravel AI SDK with Gemini to generate context-aware, grounded responses using retrieved
609609 knowledge and conversation history.</ li >
610-
610+
611611 < li > Designed scalable architecture with service layer (RagService, SimilarityService) and user-scoped data
612612 isolation for multi-user environments.</ li >
613+
614+ < li > Developed a secure, distraction-free notes module featuring AI-powered grammar correction,
615+ password-protected sharing, self-destructing links, and configurable expiration controls.</ li >
613616 </ ul >
614617
615618 < div class ="tags ">
@@ -621,8 +624,9 @@ <h2 class="sec-title">Selected Work</h2>
621624 < span class ="tag "> Tailwind CSS</ span >
622625 < span class ="tag "> RAG</ span >
623626 < span class ="tag "> Embeddings</ span >
627+ < span class ="tag "> Telegram</ span >
624628 </ div >
625-
629+
626630 < div class ="plinks ">
627631 < a class ="plink " href ="https://github.com/nirav-gajera/my-ai-app " target ="_blank ">
628632 < i class ='bx bx-code-curly '> </ i > Code
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