NAGRIK AI

An Elasticsearch-powered AI Civic Assistant that converts verified government information into personalized action plans.

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Inspiration

Government services are essential, but accessing them is often confusing. Citizens have to navigate multiple government departments, websites, PDFs, circulars, and portals just to complete a single task like applying for a Birth Certificate, paying a Water Bill, or registering a civic complaint.

We realized that the problem is not the lack of digital government services—the problem is discovering the right service, understanding the process, and knowing what to do next.

This inspired us to build Nagrik AI, an AI-powered civic companion that transforms complex government information into simple, personalized, and actionable guidance.

What it does

Nagrik AI helps citizens navigate Delhi's civic services through a single intelligent interface.

Instead of searching across multiple government portals, users simply describe their problem in natural language.

The platform retrieves verified civic information using Elasticsearch and converts it into a personalized action plan, including:

  • Required documents
  • Responsible department
  • Official government sources
  • Nearby offices
  • Step-by-step guidance
  • Complaint assistance
  • AI-powered bill explanation
  • Voice interaction
  • Personalized Nagrik Readiness Score

Our goal is to move beyond answering questions and help citizens successfully complete civic tasks.

How we built it

We built Nagrik AI using a modern AI and search architecture.

The frontend is developed with React, Next.js, TypeScript, and Tailwind CSS to provide a fast and responsive user experience.

The intelligence layer is powered by Elasticsearch, where government documents, FAQs, office locations, circulars, and civic workflows are indexed for fast and accurate retrieval.

We implemented Hybrid Search, BM25, Semantic Search, and Vector Search to improve relevance and reduce misinformation.

The retrieved context is then passed through a Retrieval-Augmented Generation (RAG) pipeline, enabling the AI to generate reliable, explainable, and task-oriented responses.

Challenges we ran into

One of the biggest challenges was organizing scattered government information into a structured and searchable knowledge base.

Another challenge was ensuring that AI responses were reliable and explainable instead of relying only on a language model's internal knowledge.

We also focused on designing a citizen-first experience that keeps interactions simple while maintaining technical accuracy and transparency.

Accomplishments that we're proud of

  • Built a domain-specific AI assistant focused on Delhi civic services.
  • Successfully integrated Elasticsearch as the retrieval engine for verified civic information.
  • Designed an explainable AI workflow using Retrieval-Augmented Generation (RAG).
  • Created features such as AI Voice Assistant, Smart Complaint Generator, AI Bill Explainer, Civic GPS, and Nagrik Readiness Score.
  • Built a scalable architecture that can be extended to other cities and states by updating the indexed datasets.

What we learned

This project taught us that building an effective AI application is not just about using a powerful language model.

The quality of the underlying data, retrieval strategy, explainability, and user experience are equally important.

We also gained practical experience with Elasticsearch, semantic retrieval, RAG architecture, AI orchestration, and designing products that solve real-world civic problems.

What's next for NAGRIK AI

Our vision is to make Nagrik AI a nationwide civic intelligence platform.

Our next goals include:

  • Expanding support beyond Delhi to other Indian states.
  • Adding multilingual support for more regional languages.
  • Integrating official government APIs wherever available.
  • Introducing real-time service updates and notifications.
  • Building a secure Digital Document Wallet.
  • Launching an analytics dashboard to help government departments understand citizen needs and improve service delivery.

We believe citizens should never have to understand government departments.

They should simply describe their problem, and Nagrik AI should guide them from confusion to completion.

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