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πŸ›° ISRO HelpBot

Your AI-Powered Gateway to India's Vast Universe of Space Research, Missions, and Scientific Insight.

About ISRO HelpBot

Navigating the vast and complex MOSDAC and ISRO portals can be overwhelming for users seeking specific information about Indian space missions. The abundance of data and technical jargon often creates barriers to quick and accurate knowledge retrieval.

ISRO HelpBot leverages cutting-edge Generative AI technology to parse documents, extract relevant knowledge graphs, and respond to natural language queries in real time. This intelligent assistant empowers users to effortlessly explore Indian space research with contextual and precise answers.

Natural Language QA

Ask questions in plain English and get accurate, context-aware answers about Indian space missions.

Document Upload & Parsing

Upload PDFs, DOCX, and XLSX files to enrich the knowledge base dynamically and get answers from your documents.

Knowledge Graph Reasoning

Combines structured knowledge graphs with LLMs for precise, context-rich responses about ISRO’s missions and data.

How It Works

  1. User asks question

    Users type natural language queries about Indian space missions or ISRO data.

  2. Backend parses intent + queries LLM

    The FastAPI backend analyzes the question, extracts intent, and sends it to the language model.

  3. Knowledge Graph facts injected

    Relevant facts from the knowledge graph are combined with the LLM prompt for accurate context.

  4. Contextual answer returned

    The AI generates a precise, context-aware response delivered back to the user.

  5. User can upload new documents

    Users enrich the knowledge base by uploading PDFs, DOCX, or XLSX files directly through the chatbot.

Use Cases

Educational Access

Students and researchers can easily access curated ISRO mission data and insights.

Satellite Info Exploration

Explore detailed satellite mission data and telemetry through conversational queries.

ISRO Public Services

Citizens can query public services and mission updates with ease and clarity.

Hackathon & AI Demos

Developers and AI enthusiasts can experiment with ISRO data and generative AI capabilities.

Technology Stack

FastAPI logo, a modern, fast web framework for Python FastAPI
LangChain logo, a framework for building LLM applications LangChain
Python logo, a popular programming language Python
Tailwind CSS logo, a utility-first CSS framework Tailwind CSS
Vanilla JavaScript logo, programming language for web Vanilla JS
Large Language Models FLAN-T5 and GPT2 logos LLMs (GPT3.5)
FAISS logo, a vector similarity search library FAISS
Knowledge Graph logos for Neo4j and NetworkX Knowledge Graph (Neo4j / NetworkX)

Meet the Team

Portrait of Gaurav, MSc AI & ML student specializing in LLM and Knowledge Graph Integration

Gaurav

LLM & KG Integration

Portrait of Saksham, MSc AI & ML student and Frontend + Backend Lead

Saksham

Frontend + Backend Lead

Portrait of Jatin, MSc AI & ML student specializing in Data Engineering

Jatin

Data Engineering

Portrait of Pratyay, MSc AI & ML student specializing in UX and Document Flow

Pratyay

UX + Document Flow

IIIT Lucknow university logo

Evaluation Metrics

Intent Recognition Accuracy

Measures how accurately the system understands user questions.

Entity Matching

Evaluates the precision of linking user queries to knowledge graph entities.

Response Completeness

Assesses how fully the AI answers user questions with relevant details.

Consistency

Checks multi-turn conversation logic and coherence over multiple queries.