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SURENDHAR REDDY

AI agent developer |... • 4d

🚀 I Built a Fully Local Multimodal RAG System — Here’s Why As an engineering student, I noticed something: we build AI tools using cloud APIs, but in reality, most valuable data is private — legal contracts, medical records, financial audits, insurance files, internal reports. This data cannot be uploaded due to privacy and compliance concerns. So I built a fully local Multimodal RAG system that runs entirely offline. It processes PDFs with text, tables, and images, uses embeddings with FAISS for semantic search, and generates answers using a local language model. No external APIs. No cloud. No data leaving the system. This system can support law, healthcare, finance, insurance, and enterprises — anywhere privacy matters. Still improving: better image retrieval, reranking, and optimization. Built from scratch. Fully local. Real-world focused. #AI #MachineLearning #RAG #LocalAI

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