Dharma-AI | SLM Bundle for Citizen Chat with RAG on AWS

🤖 Dharma-AI’s SLM Bundle for Citizen Interaction is a turnkey, cost-effective AI solution designed to improve how municipalities and public-sector entities communicate with the population. Using Small Language Models (SLMs) and Retrieval-Augmented Generation (RAG), the solution powers intelligent chatbots capable of delivering fast, accurate, and contextual responses to citizen inquiries about local services, procedures, and public information.

🛠️ Delivered as a Managed Service via AWS Marketplace, this solution simplifies procurement, ensures predictable billing, with cost-effectiveness and accelerates implementation. The model reduces internal complexity and guarantees delivery continuity — from knowledge ingestion and model adaptation to chatbot backend API deployment and operational support.

☁️ Built on AWS infrastructure and solutions, the bundle ensures scalability, performance, and alignment with cloud security and compliance standards. The engagement includes: • 🧠 Fine-tuned SLMs adapted for your specifci civic interaction • 🔍 RAG engine linked to public-sector data sources • 💬 Chatbot backend API to be called by your citizen frontend • 🔄 Continuous support and monitoring during delivery

🎯 Key Benefits: • ✅ Managed Service model with simplified contracting and payment via AWS • 💡 Lower costs compared to large LLMs, with high-quality and responsive answers • 🏛️ Purpose-built for public-sector use, enabling fast and inclusive digital access • 📈 Scalable deployment, ready to integrate with existing citizen service platforms • 🔐 Designed for organizations that need AI with strong governance and privacy